claude
54094a0d43
Independent third-party performance data — land-grant programs that test every entered brand side-by-side with replication + LSD stats. This is the legitimate way to get Pioneer / DEKALB / Brevant / Channel performance the corpus can't scrape directly (data_type=trial, results[] shape; falls through the trial chunker). - illinois_vt_trials (30 docs, 1,392 rows) — U of Illinois VT. Per-region XLSX (openpyxl), corn + soy + WHEAT, 2024+2025. Rich per-site agronomic metadata; corn-following-corn vs -soybean kept distinct. - iowa_icpt_trials (24 docs, 674 rows) — Iowa State ICPT. ASP.NET GridView (viewstate postback for year/district), corn + soy by district x season. - ohio_ocpt_trials (69 docs, 4,647 rows) — OSU/CFAES OCPT. Report PDF (pdfplumber; per-site column groups split by header Yield-token count + x-coord footnote bucketing), corn + soy per site, 2024+2025. 91 distinct seed brands across the three; majors confirmed present in the independent rankings: DEKALB 395, Golden Harvest 249, Channel 241, NK 212, Xitavo 135, LG 103, Pioneer 88, Asgrow 59. (A brand only appears where it ENTERED a given program — e.g. Brevant not in Iowa, DEKALB/Channel not in Illinois — true negatives, not parse gaps.) - rag/chunk.py: gated `include_region` on _render_gh_plot_chunk; the 3 university sources route through it so the region/district is in the embedded chunk + labeled "variety trial (cross-vendor, independent third-party)". Existing plot sources (gh/lg/agrigold/proharvest) unchanged. - requirements.txt: openpyxl (Illinois XLSX; scrape-time only). - sources.json + README/CLAUDE/lessons: registered + attributed; lessons trial-data + Pioneer entries updated (Pioneer/DEKALB performance now available indirectly via these trials). Validation: all 123 chunk via rag.chunk.chunks_from_trial (0 errors), 0 out-of-range yields, 0 dup keys. Public land-grant data; attribution recorded in each tos_note. CI rebuilds the index from the committed corpus.
1356 lines
29 KiB
JSON
1356 lines
29 KiB
JSON
{
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"source": "ohio_ocpt_trials",
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"source_key": "ocpt-corn-2025-sw-covington",
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"data_type": "trial",
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"vendor": "The Ohio State University",
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"brand_aggregator": "Ohio Corn/Soybean Performance Test publishes",
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"brand": "Ohio Crop Performance Test",
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"crop": "corn",
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"state": "OH",
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"state_abbrev": "oh",
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"year": 2025,
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"region": "SW",
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"site": "Covington",
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"cooperator": null,
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"county": null,
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"soil_type": null,
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"previous_crop": null,
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"tillage": null,
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"table_label": "Table 1L. Performance of hybrids in the full-season trial. SOUTHWESTERN/WEST CENTRAL/CENTRAL Ohio, 2025.",
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"results": [
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"product": "SC 1094PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 286.5,
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"Harv. Moisture": 20.6,
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"Stalk Lodging": 6,
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"Final Stand": 341,
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"Emergence": 99
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"brand": "SEED CONSULTANTS",
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"product": "SC 1135PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 275.2,
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"Harv. Moisture": 20.9,
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"Stalk Lodging": 9,
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"Final Stand": 338,
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"Emergence": 99
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}
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},
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{
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"rank": 3,
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"brand": "SHUR GROW",
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"product": "SG-6911PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 271.4,
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"Harv. Moisture": 20.3,
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"Stalk Lodging": 19,
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"Final Stand": 333,
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"Emergence": 96
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}
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},
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{
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"rank": 4,
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"brand": "AUGUSTA SEED",
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"product": "A2360PWE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 271.1,
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"Emergence": 98
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}
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},
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{
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"rank": 5,
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"brand": "SEED CONSULTANTS",
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"product": "SC 1086PCE",
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"traits": null,
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"Final Stand": 327,
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"Emergence": 97
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}
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},
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{
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"brand": "AGRIGOLD HYBRIDS",
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"product": "A642-32VT2PRORIB",
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"traits": null,
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"metrics": {
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"Yield": 269.6,
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"Harv. Moisture": 19.8,
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"Stalk Lodging": 21,
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"Final Stand": 336,
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"Emergence": 99
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}
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},
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{
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"rank": 7,
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"brand": "LG SEEDS",
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"product": "LG 58C48VT2RIB",
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"traits": "RR,CB",
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"metrics": {
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}
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},
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{
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"rank": 8,
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"brand": "BA GENETICS",
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"product": "BA 26-10 PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 268,
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"Harv. Moisture": 21.5,
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"Stalk Lodging": 2,
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"Final Stand": 320,
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"Emergence": 88
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}
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},
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{
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"rank": 9,
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"brand": "SEED GENETICS DIRECT",
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"product": "AGI-C-3113 PWE",
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"traits": null,
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"metrics": {
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"Yield": 266.9,
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"Harv. Moisture": 20.8,
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"Stalk Lodging": 10,
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"Final Stand": 355,
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"Emergence": 93
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}
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},
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{
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"rank": 10,
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"brand": "SHUR GROW",
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"product": "SG-6807DV",
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"traits": "GT,CB,RW,LL,BCW,VIP",
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"metrics": {
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"Yield": 266.8,
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"Harv. Moisture": 20.5,
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"Stalk Lodging": 1,
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"Final Stand": 348,
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"Emergence": 100
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}
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},
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{
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"rank": 11,
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"brand": "SEED CONSULTANTS",
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"product": "SC 1055PCE",
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"traits": null,
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"metrics": {
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"Yield": 266.3,
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"Harv. Moisture": 20.3,
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"Stalk Lodging": 2,
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}
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},
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{
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"rank": 12,
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"brand": "LG SEEDS",
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"product": "LG 62C73VT2RIB",
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"traits": "RR,CB",
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"metrics": {
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"Yield": 265.7,
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"Harv. Moisture": 20.7,
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"Stalk Lodging": 39,
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"Final Stand": 333,
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"Emergence": 98
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{
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"rank": 13,
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"brand": "FS INVISION",
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"product": "FS 6042F RIB",
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"traits": null,
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"metrics": {
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"Yield": 265.3,
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"Harv. Moisture": 20.9,
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"Stalk Lodging": 22,
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"Final Stand": 356,
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"Emergence": 99
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}
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},
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{
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"rank": 14,
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"brand": "GREAT HEART SEED",
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"product": "7195TRE",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 265.1,
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"Harv. Moisture": 20.3,
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"Stalk Lodging": 41,
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"Final Stand": 336,
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"Emergence": 98
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}
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{
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"rank": 15,
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"brand": "BA GENETICS",
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"product": "BA 25-12 VT2P",
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"traits": null,
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"metrics": {
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"Yield": 264.3,
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"Harv. Moisture": 19.5,
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"Stalk Lodging": 37,
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"Final Stand": 360,
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"Emergence": 98
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}
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},
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{
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"rank": 16,
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"brand": "EBBERTS",
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"product": "1335C",
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"traits": "NON-GMO",
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"metrics": {
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"Yield": 264.1,
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"Harv. Moisture": 18.9,
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{
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"brand": "SEED CONSULTANTS",
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"product": "SC 1105PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 263.7,
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"Harv. Moisture": 19.4,
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"Stalk Lodging": 4,
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"Final Stand": 333,
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"Emergence": 99
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{
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"rank": 18,
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"brand": "AUGUSTA SEED",
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"product": "A4861 Conv",
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"traits": null,
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"metrics": {
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"Yield": 263.3,
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"Harv. Moisture": 21.8,
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"Stalk Lodging": 30,
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"Final Stand": 299,
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"Emergence": 99
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{
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"rank": 19,
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"brand": "SHUR GROW",
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"product": "SG-6550PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 263.2,
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"Harv. Moisture": 19.9,
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"Stalk Lodging": 2,
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"Final Stand": 345,
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"Emergence": 99
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{
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"brand": "AUGUSTA SEED",
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"product": "A4862 Conv",
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"traits": null,
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"Stalk Lodging": 38,
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}
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{
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"rank": 21,
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"brand": "BA GENETICS",
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"product": "BA 26-06 PCE",
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"traits": null,
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"metrics": {
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"Yield": 262.9,
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"Harv. Moisture": 20.1,
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"Stalk Lodging": 3,
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"Final Stand": 321,
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"Emergence": 89
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}
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},
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{
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"rank": 22,
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"brand": "SHUR GROW",
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"product": "SG-7009PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 262.6,
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"Harv. Moisture": 21.6,
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"Stalk Lodging": 7,
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{
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"rank": 23,
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"brand": "FS INVISION",
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"product": "FS 6245V RIB",
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"traits": "RR,CB",
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"metrics": {
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"Yield": 260.9,
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"Harv. Moisture": 18.7,
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"Stalk Lodging": 41,
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"Final Stand": 358,
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"Emergence": 99
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}
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{
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"rank": 24,
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"brand": "SEED GENETICS DIRECT",
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"product": "AGI-C-6108 PWE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 260.3,
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"Harv. Moisture": 20.8,
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"Stalk Lodging": 17,
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"Final Stand": 365,
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"Emergence": 98
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{
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"rank": 25,
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"brand": "BA GENETICS",
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"product": "BA 26-12 PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 260.1,
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"Harv. Moisture": 20.7,
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"Stalk Lodging": 4,
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{
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"rank": 26,
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"brand": "SHUR GROW",
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"product": "SG-6491PCE",
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"traits": "RR,CB,LL,Enlist",
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"Yield": 259.6,
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"Harv. Moisture": 18.9,
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"Stalk Lodging": 1,
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"Final Stand": 343,
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}
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},
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{
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"rank": 27,
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"brand": "EBBERTS",
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"product": "7442PC",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 259.2,
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"Harv. Moisture": 20.7,
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"Stalk Lodging": 8,
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"Final Stand": 338,
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"Emergence": 99
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}
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},
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{
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"rank": 28,
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"brand": "EBBERTS",
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"product": "7557PC",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 259,
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"Harv. Moisture": 19.6,
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"Stalk Lodging": 17,
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"Final Stand": 342,
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"Emergence": 98
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}
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},
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{
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"rank": 29,
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"brand": "SEED CONSULTANTS",
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"product": "SC 1116PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 258.8,
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"Harv. Moisture": 19.2,
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"Stalk Lodging": 6,
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"Final Stand": 339,
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"Emergence": 99
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}
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},
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{
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"rank": 30,
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"brand": "SEED GENETICS DIRECT",
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"product": "AGI-C-6104 PWE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 257.6,
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"Harv. Moisture": 19,
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"Stalk Lodging": 7,
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"Final Stand": 360,
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"Emergence": 98
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}
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},
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{
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"rank": 31,
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"brand": "AXIS SEED",
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"product": "60C61",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 257.4,
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"Harv. Moisture": 21.7,
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"Stalk Lodging": 2,
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"Final Stand": 321,
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"Emergence": 88
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},
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{
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"rank": 32,
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"brand": "CHANNEL",
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"product": "209-70TRERIB",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 257.4,
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"Harv. Moisture": 20.8,
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"Stalk Lodging": 19,
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"Final Stand": 325,
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"brand": "CHANNEL",
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"product": "215-70TRERIB",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 257.2,
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"Harv. Moisture": 21.2,
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"Stalk Lodging": 44,
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"Final Stand": 346,
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"Emergence": 99
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{
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"rank": 34,
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"brand": "CHANNEL",
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"product": "218-66VT2PRIB",
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"traits": "RR,CB",
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"metrics": {
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"Yield": 256.5,
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"Harv. Moisture": 24.5,
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"Stalk Lodging": 5,
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"Final Stand": 312,
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"Emergence": 98
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"rank": 35,
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"brand": "LG SEEDS",
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"product": "LG 60C05-3110",
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"traits": "GT,CB,LL,VIP",
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"metrics": {
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"Yield": 256.3,
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"Harv. Moisture": 19.3,
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"Stalk Lodging": 17,
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"Final Stand": 332,
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"Emergence": 97
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}
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{
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"rank": 36,
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"brand": "FS INVISION",
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"product": "FS 6133VDG RIB",
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"traits": "RR,CB,DT",
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"metrics": {
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"Yield": 256.2,
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"Harv. Moisture": 20.7,
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"Stalk Lodging": 60,
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"Final Stand": 361,
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"Emergence": 99
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}
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{
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"rank": 37,
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"brand": "SHUR GROW",
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"product": "SG-6884PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 256.2,
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"Harv. Moisture": 20.8,
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"Stalk Lodging": 3,
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"Final Stand": 341,
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"Emergence": 98
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"rank": 38,
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"brand": "AGRIGOLD HYBRIDS",
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"traits": null,
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"Stalk Lodging": 27,
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"Final Stand": 352,
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"Emergence": 98
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}
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{
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"rank": 39,
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"brand": "EBBERTS",
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"product": "7209TR",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Harv. Moisture": 18.7,
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"Stalk Lodging": 19,
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{
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{
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"rank": 48,
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{
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"rank": 49,
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"brand": "LG SEEDS",
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"traits": "RR,CB",
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{
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"rank": 50,
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{
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{
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{
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"rank": 53,
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"brand": "BA GENETICS",
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{
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{
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{
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"brand": "LG SEEDS",
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"rank": 83,
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"brand": "1st CHOICE SEEDS",
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{
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"rank": 84,
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"brand": "NK",
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"product": "NK1386-VZ",
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"traits": "GT,CB,LL,VIP",
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"metrics": {
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"Yield": 238.7,
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"Harv. Moisture": 22.2,
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"Stalk Lodging": 35,
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"Final Stand": 341,
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"Emergence": 98
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}
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},
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{
|
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"rank": 85,
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"brand": "AGRIGOLD HYBRIDS",
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|
"product": "A642-18SSPRIB",
|
|
"traits": "RR,CB,RW,LL,CEW",
|
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"metrics": {
|
|
"Yield": 237.9,
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"Harv. Moisture": 22.1,
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"Stalk Lodging": 45,
|
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"Final Stand": 338,
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"Emergence": 99
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}
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},
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{
|
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"rank": 86,
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"brand": "BA GENETICS",
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"product": "BA 25-07 PCE",
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"traits": null,
|
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"metrics": {
|
|
"Yield": 237.5,
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"Harv. Moisture": 19,
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"Stalk Lodging": 3,
|
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"Final Stand": 342,
|
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"Emergence": 95
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}
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},
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{
|
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"rank": 87,
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"brand": "SEED GENETICS DIRECT",
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|
"product": "Direct 3111-3110",
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"traits": null,
|
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"metrics": {
|
|
"Yield": 236.8,
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"Harv. Moisture": 20.4,
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"Stalk Lodging": 3,
|
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"Final Stand": 339,
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"Emergence": 99
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}
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},
|
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{
|
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"rank": 88,
|
|
"brand": "SHUR GROW",
|
|
"product": "SG-7347PCE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 236.5,
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"Harv. Moisture": 20.6,
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"Stalk Lodging": 37,
|
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"Final Stand": 341,
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"Emergence": 98
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}
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},
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{
|
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"rank": 89,
|
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"brand": "AXIS SEED",
|
|
"product": "59D20",
|
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"traits": null,
|
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"metrics": {
|
|
"Yield": 236.4,
|
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"Harv. Moisture": 18.5,
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"Stalk Lodging": 4,
|
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"Final Stand": 356,
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"Emergence": 98
|
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}
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},
|
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{
|
|
"rank": 90,
|
|
"brand": "SHUR GROW",
|
|
"product": "SG-6707V",
|
|
"traits": "GT,CB,LL,VIP",
|
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"metrics": {
|
|
"Yield": 236.2,
|
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"Harv. Moisture": 19,
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"Stalk Lodging": 38,
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"Final Stand": 341,
|
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"Emergence": 98
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}
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},
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{
|
|
"rank": 91,
|
|
"brand": "GOLDEN HARVEST",
|
|
"product": "G12U11-AA",
|
|
"traits": "GT,CB,LL",
|
|
"metrics": {
|
|
"Yield": 236.1,
|
|
"Harv. Moisture": 20.1,
|
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"Stalk Lodging": 43,
|
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"Final Stand": 339,
|
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"Emergence": 99
|
|
}
|
|
},
|
|
{
|
|
"rank": 92,
|
|
"brand": "LG SEEDS",
|
|
"product": "LG 62C20D",
|
|
"traits": "GT,CB,RW,LL,WBC",
|
|
"metrics": {
|
|
"Yield": 236,
|
|
"Harv. Moisture": 21.8,
|
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"Stalk Lodging": 37,
|
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"Final Stand": 364,
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"Emergence": 100
|
|
}
|
|
},
|
|
{
|
|
"rank": 93,
|
|
"brand": "AXIS SEED",
|
|
"product": "65W75",
|
|
"traits": "RR,CB,TRE,WBC",
|
|
"metrics": {
|
|
"Yield": 235.5,
|
|
"Harv. Moisture": 21.9,
|
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"Stalk Lodging": 87,
|
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"Final Stand": 356,
|
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"Emergence": 99
|
|
}
|
|
},
|
|
{
|
|
"rank": 94,
|
|
"brand": "AXIS SEED",
|
|
"product": "63H27",
|
|
"traits": "RR,CB",
|
|
"metrics": {
|
|
"Yield": 234.7,
|
|
"Harv. Moisture": 21.3,
|
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"Stalk Lodging": 77,
|
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"Final Stand": 363,
|
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"Emergence": 99
|
|
}
|
|
},
|
|
{
|
|
"rank": 95,
|
|
"brand": "SHUR GROW",
|
|
"product": "SG-7244PCE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 234.1,
|
|
"Harv. Moisture": 23.5,
|
|
"Stalk Lodging": 47,
|
|
"Final Stand": 345,
|
|
"Emergence": 99
|
|
}
|
|
},
|
|
{
|
|
"rank": 96,
|
|
"brand": "AXIS SEED",
|
|
"product": "62C60",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 233.9,
|
|
"Harv. Moisture": 20.7,
|
|
"Stalk Lodging": 54,
|
|
"Final Stand": 356,
|
|
"Emergence": 98
|
|
}
|
|
},
|
|
{
|
|
"rank": 97,
|
|
"brand": "SEED GENETICS DIRECT",
|
|
"product": "Direct 2111-AA",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 233.5,
|
|
"Harv. Moisture": 21.5,
|
|
"Stalk Lodging": 27,
|
|
"Final Stand": 364,
|
|
"Emergence": 98
|
|
}
|
|
},
|
|
{
|
|
"rank": 98,
|
|
"brand": "1st CHOICE SEEDS",
|
|
"product": "FC 8257 PC",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 230.5,
|
|
"Harv. Moisture": 20.7,
|
|
"Stalk Lodging": 29,
|
|
"Final Stand": 319,
|
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"Emergence": 96
|
|
}
|
|
},
|
|
{
|
|
"rank": 99,
|
|
"brand": "DYNA-GRO",
|
|
"product": "D55TC86RIB",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 229.2,
|
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"Harv. Moisture": 21.4,
|
|
"Stalk Lodging": 70,
|
|
"Final Stand": 337,
|
|
"Emergence": 98
|
|
}
|
|
},
|
|
{
|
|
"rank": 100,
|
|
"brand": "AXIS SEED",
|
|
"product": "64H70",
|
|
"traits": "RR,CB,TRE,WBC",
|
|
"metrics": {
|
|
"Yield": 227.4,
|
|
"Harv. Moisture": 20.7,
|
|
"Stalk Lodging": 70,
|
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"Final Stand": 361,
|
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"Emergence": 99
|
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}
|
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},
|
|
{
|
|
"rank": 101,
|
|
"brand": "BA GENETICS",
|
|
"product": "BA 26-14 PCE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 223.8,
|
|
"Harv. Moisture": 23.2,
|
|
"Stalk Lodging": 70,
|
|
"Final Stand": 358,
|
|
"Emergence": 98
|
|
}
|
|
},
|
|
{
|
|
"rank": 102,
|
|
"brand": "GOLDEN HARVEST",
|
|
"product": "G13M31-AA",
|
|
"traits": "GT,CB,LL",
|
|
"metrics": {
|
|
"Yield": 212.2,
|
|
"Harv. Moisture": 21,
|
|
"Stalk Lodging": 47,
|
|
"Final Stand": 360,
|
|
"Emergence": 95
|
|
}
|
|
}
|
|
],
|
|
"n_results": 102,
|
|
"tos_note": "© OSU on the report; explicit no-endorsement clause; public CFAES extension publication; attribute Ohio Corn/Soybean Performance Test, OSU CFAES.",
|
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"source_urls": [
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"https://ohiocroptest.cfaes.osu.edu/corntrials/CountryJournal2025.pdf"
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],
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