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.
719 lines
16 KiB
JSON
719 lines
16 KiB
JSON
{
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"source": "ohio_ocpt_trials",
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"source_key": "ocpt-corn-2025-ne-columbiana",
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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": "NE",
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"site": "Columbiana",
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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 7L. Performance of hybrids in the full-season trial. NORTH CENTRAL and NORTHEASTERN Ohio, 2025.",
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"results": [
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{
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"rank": 1,
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"brand": "1st CHOICE SEEDS",
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"product": "FC 8257 PC",
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"traits": null,
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"metrics": {
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"Yield": 219.9,
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"Harv. Moisture": 20.8,
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"Stalk Lodging": 0,
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"Final Stand": 320,
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"Emergence": 97
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}
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},
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{
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"rank": 2,
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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": 218,
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"Harv. Moisture": 20.2,
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"Stalk Lodging": 0,
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"Final Stand": 363,
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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": "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": 212.5,
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"Harv. Moisture": 18.9,
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"Stalk Lodging": 0,
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"Final Stand": 290,
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"Emergence": 98
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}
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},
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{
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"rank": 4,
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"brand": "EBBERTS",
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"product": "1660C",
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"traits": null,
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"metrics": {
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"Yield": 212.4,
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"Harv. Moisture": 19,
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"Stalk Lodging": 1,
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"Final Stand": 338,
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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": "1st CHOICE SEEDS",
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"product": "FC 7960 TRE RIB",
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"traits": null,
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"metrics": {
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"Yield": 210.9,
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"Harv. Moisture": 20.2,
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"Stalk Lodging": 1,
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"Final Stand": 355,
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"Emergence": 97
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}
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},
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{
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"rank": 6,
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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": 210.6,
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"Harv. Moisture": 19.4,
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"Stalk Lodging": 0,
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"Final Stand": 339,
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"Emergence": 98
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}
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},
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{
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"rank": 7,
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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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"Yield": 209.7,
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"Harv. Moisture": 19,
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"Stalk Lodging": 0,
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"Final Stand": 338,
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"Emergence": 98
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}
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},
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{
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"rank": 8,
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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": 206.1,
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"Harv. Moisture": 19.2,
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"Stalk Lodging": 0,
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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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{
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"rank": 9,
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"brand": "DEKALB",
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"product": "DKC110-10RIB",
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"traits": "RR,CB,RW,LL,CEW",
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"metrics": {
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"Yield": 205.8,
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"Harv. Moisture": 19.1,
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"Stalk Lodging": 0,
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"Final Stand": 348,
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"Emergence": 98
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}
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},
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{
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"rank": 10,
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"brand": "1st CHOICE SEEDS",
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"product": "FC 8047 PC",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 202.3,
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"Harv. Moisture": 20.6,
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"Stalk Lodging": 1,
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"Final Stand": 280,
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"Emergence": 85
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}
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},
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{
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"rank": 11,
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"brand": "FS INVISION",
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"product": "FS 5947T RIB",
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"traits": null,
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"metrics": {
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"Yield": 201.7,
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"Harv. Moisture": 19.8,
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"Stalk Lodging": 0,
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"Final Stand": 359,
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"Emergence": 99
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}
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},
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{
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"rank": 12,
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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": 200.5,
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"Harv. Moisture": 19.9,
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"Stalk Lodging": 0,
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"Final Stand": 333,
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"Emergence": 91
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}
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},
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{
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"rank": 13,
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"brand": "EBBERTS",
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"product": "9779SSX",
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"traits": "RR,CB,RW,LL,CEW",
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"metrics": {
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"Yield": 200.3,
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"Harv. Moisture": 18.6,
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"Stalk Lodging": 0,
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"Final Stand": 364,
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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": "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": 199.7,
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"Harv. Moisture": 19.7,
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"Stalk Lodging": 1,
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"Final Stand": 348,
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"Emergence": 96
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}
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},
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{
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"rank": 15,
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"brand": "NK",
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"product": "NK1228-AA",
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"traits": "GT,CB,LL",
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"metrics": {
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"Yield": 198.7,
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"Harv. Moisture": 20.6,
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"Stalk Lodging": 1,
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"Final Stand": 350,
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"Emergence": 97
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}
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},
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{
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"rank": 16,
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"brand": "FS INVISION",
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"product": "FS 6157T RIB",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 196.9,
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"Harv. Moisture": 22,
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"Stalk Lodging": 0,
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"Final Stand": 345,
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"Emergence": 94
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}
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},
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{
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"rank": 17,
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"brand": "EBBERTS",
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"product": "7993PC",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 195.8,
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"Harv. Moisture": 23.1,
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"Stalk Lodging": 1,
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"Final Stand": 325,
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"Emergence": 96
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}
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},
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{
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"rank": 18,
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"brand": "SEED GENETICS DIRECT",
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"product": "AGI-C-4111 PWE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 194.6,
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"Harv. Moisture": 20.6,
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"Stalk Lodging": 0,
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"Final Stand": 367,
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"Emergence": 98
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}
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},
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{
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"rank": 19,
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"brand": "AXIS SEED",
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"product": "64H70",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 193.1,
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"Harv. Moisture": 22.6,
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"Stalk Lodging": 0,
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"Final Stand": 363,
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"Emergence": 98
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}
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},
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{
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"rank": 20,
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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": 191,
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"Harv. Moisture": 19.2,
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"Stalk Lodging": 0,
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"Final Stand": 316,
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"Emergence": 87
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}
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},
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{
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"rank": 21,
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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": 190.1,
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"Harv. Moisture": 18.7,
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"Stalk Lodging": 0,
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"Final Stand": 329,
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"Emergence": 96
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}
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},
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{
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"rank": 22,
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"brand": "DEKALB",
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"product": "DKC111-35RIB",
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"traits": "RR,CB",
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"metrics": {
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"Yield": 189.3,
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"Harv. Moisture": 19.6,
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"Stalk Lodging": 1,
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"Final Stand": 350,
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"Emergence": 98
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}
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},
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{
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"rank": 23,
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"brand": "LG SEEDS",
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"product": "LG 62C20D",
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"traits": "GT,CB,RW,LL,WBC",
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"metrics": {
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"Yield": 188.8,
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"Harv. Moisture": 20.3,
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"Stalk Lodging": 0,
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"Final Stand": 358,
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"Emergence": 97
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}
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},
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{
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"rank": 24,
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"brand": "DEKALB",
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"product": "DKC110-41RIB",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 188.6,
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"Harv. Moisture": 19.7,
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"Stalk Lodging": 0,
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"Final Stand": 338,
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"Emergence": 97
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}
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},
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{
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"rank": 25,
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"brand": "DEKALB",
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"product": "DKC112-12RIB",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
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"Yield": 188.2,
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"Harv. Moisture": 20.1,
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"Stalk Lodging": 0,
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"Final Stand": 342,
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"Emergence": 99
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}
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},
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{
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"rank": 26,
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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": 188.1,
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"Harv. Moisture": 18.2,
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"Stalk Lodging": 1,
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"Final Stand": 338,
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"Emergence": 97
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}
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},
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{
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"rank": 27,
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"brand": "AXIS SEED",
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"product": "62C60",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 187.4,
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"Harv. Moisture": 20.8,
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"Stalk Lodging": 0,
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"Final Stand": 347,
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"Emergence": 97
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}
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},
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{
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"rank": 28,
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"brand": "VIKING / BLUE RIVER",
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"product": "85-09",
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"traits": "NON-GMO",
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"metrics": {
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"Yield": 187.4,
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"Harv. Moisture": 19.5,
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"Stalk Lodging": 0,
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"Final Stand": 319,
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"Emergence": 95
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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 1094PCE",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
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"Yield": 186.5,
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"Harv. Moisture": 17.9,
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"Stalk Lodging": 0,
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"Final Stand": 328,
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"Emergence": 98
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}
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},
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{
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"rank": 30,
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"brand": "DEKALB",
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"product": "DKC114-99RIB",
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"traits": "RR,CB,BCW,WBC",
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"metrics": {
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"Yield": 184.1,
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"Harv. Moisture": 22.9,
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"Stalk Lodging": 1,
|
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"Final Stand": 346,
|
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"Emergence": 99
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}
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},
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{
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"rank": 31,
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"brand": "NK",
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"product": "NK1056-V",
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"traits": null,
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"metrics": {
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"Yield": 183.9,
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"Harv. Moisture": 19.5,
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"Stalk Lodging": 0,
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"Final Stand": 358,
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"Emergence": 98
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}
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},
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{
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"rank": 32,
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"brand": "EBBERTS",
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"product": "7770PC",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
|
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"Yield": 183.5,
|
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"Harv. Moisture": 19.2,
|
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"Stalk Lodging": 0,
|
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"Final Stand": 337,
|
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"Emergence": 96
|
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}
|
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},
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{
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"rank": 33,
|
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"brand": "FS INVISION",
|
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"product": "FS 6447T RIB",
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"traits": "RR,CB,TRE,WBC",
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"metrics": {
|
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"Yield": 183.3,
|
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"Harv. Moisture": 23.1,
|
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"Stalk Lodging": 1,
|
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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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{
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"rank": 34,
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"brand": "FS INVISION",
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"product": "FS 6349PC RA",
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"traits": "RR,CB,LL,Enlist",
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"metrics": {
|
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"Yield": 183,
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"Harv. Moisture": 21.1,
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"Stalk Lodging": 0,
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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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{
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"rank": 35,
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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": {
|
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"Yield": 182.2,
|
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"Harv. Moisture": 19.3,
|
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"Stalk Lodging": 0,
|
|
"Final Stand": 327,
|
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"Emergence": 95
|
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}
|
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},
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{
|
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"rank": 36,
|
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"brand": "BA GENETICS",
|
|
"product": "BA 26-12 PCE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 182.1,
|
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"Harv. Moisture": 19.9,
|
|
"Stalk Lodging": 1,
|
|
"Final Stand": 356,
|
|
"Emergence": 98
|
|
}
|
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},
|
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{
|
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"rank": 37,
|
|
"brand": "DEKALB",
|
|
"product": "DKC64-22RIB",
|
|
"traits": "RR,CB",
|
|
"metrics": {
|
|
"Yield": 182,
|
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"Harv. Moisture": 21.5,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 350,
|
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"Emergence": 99
|
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}
|
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},
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{
|
|
"rank": 38,
|
|
"brand": "VIKING / BLUE RIVER",
|
|
"product": "78-13",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 180.1,
|
|
"Harv. Moisture": 21.2,
|
|
"Stalk Lodging": 1,
|
|
"Final Stand": 342,
|
|
"Emergence": 97
|
|
}
|
|
},
|
|
{
|
|
"rank": 39,
|
|
"brand": "EBBERTS",
|
|
"product": "7442PC",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 179.9,
|
|
"Harv. Moisture": 18.8,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 337,
|
|
"Emergence": 99
|
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}
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},
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{
|
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"rank": 40,
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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": 178.8,
|
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"Harv. Moisture": 21.4,
|
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"Stalk Lodging": 0,
|
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"Final Stand": 332,
|
|
"Emergence": 95
|
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}
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},
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{
|
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"rank": 41,
|
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"brand": "GREAT HEART SEED",
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"product": "7151PCE",
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"traits": null,
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"metrics": {
|
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"Yield": 178.6,
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"Harv. Moisture": 19.8,
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"Stalk Lodging": 0,
|
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"Final Stand": 348,
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"Emergence": 97
|
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}
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},
|
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{
|
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"rank": 42,
|
|
"brand": "AXIS SEED",
|
|
"product": "63H27",
|
|
"traits": "RR,CB",
|
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"metrics": {
|
|
"Yield": 177.3,
|
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"Harv. Moisture": 21,
|
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"Stalk Lodging": 1,
|
|
"Final Stand": 355,
|
|
"Emergence": 98
|
|
}
|
|
},
|
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{
|
|
"rank": 43,
|
|
"brand": "DEKALB",
|
|
"product": "DKC68-35RIB",
|
|
"traits": "RR,CB",
|
|
"metrics": {
|
|
"Yield": 177.3,
|
|
"Harv. Moisture": 21.5,
|
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"Stalk Lodging": 2,
|
|
"Final Stand": 318,
|
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"Emergence": 91
|
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}
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},
|
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{
|
|
"rank": 44,
|
|
"brand": "FS INVISION",
|
|
"product": "FS 6133VDG RIB",
|
|
"traits": "RR,CB,DT",
|
|
"metrics": {
|
|
"Yield": 177.3,
|
|
"Harv. Moisture": 19.7,
|
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"Stalk Lodging": 1,
|
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"Final Stand": 361,
|
|
"Emergence": 100
|
|
}
|
|
},
|
|
{
|
|
"rank": 45,
|
|
"brand": "AXIS SEED",
|
|
"product": "59D20",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 176.4,
|
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"Harv. Moisture": 18,
|
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"Stalk Lodging": 0,
|
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"Final Stand": 342,
|
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"Emergence": 93
|
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}
|
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},
|
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{
|
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"rank": 46,
|
|
"brand": "BA GENETICS",
|
|
"product": "BA 26-14 PCE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 175,
|
|
"Harv. Moisture": 22.8,
|
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"Stalk Lodging": 0,
|
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"Final Stand": 342,
|
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"Emergence": 94
|
|
}
|
|
},
|
|
{
|
|
"rank": 47,
|
|
"brand": "BA GENETICS",
|
|
"product": "BA 25-11 VT2P",
|
|
"traits": "RR,CB",
|
|
"metrics": {
|
|
"Yield": 174.2,
|
|
"Harv. Moisture": 18.7,
|
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"Stalk Lodging": 0,
|
|
"Final Stand": 351,
|
|
"Emergence": 98
|
|
}
|
|
},
|
|
{
|
|
"rank": 48,
|
|
"brand": "DEKALB",
|
|
"product": "DKC66-06RIB",
|
|
"traits": "RR,CB,TRE,WBC",
|
|
"metrics": {
|
|
"Yield": 172.1,
|
|
"Harv. Moisture": 22.7,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 347,
|
|
"Emergence": 99
|
|
}
|
|
},
|
|
{
|
|
"rank": 49,
|
|
"brand": "SEED CONSULTANTS",
|
|
"product": "SC 1105PCE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 171.7,
|
|
"Harv. Moisture": 18.5,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 336,
|
|
"Emergence": 98
|
|
}
|
|
},
|
|
{
|
|
"rank": 50,
|
|
"brand": "GREAT HEART SEED",
|
|
"product": "7272PCE",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 166.9,
|
|
"Harv. Moisture": 20.6,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 320,
|
|
"Emergence": 96
|
|
}
|
|
},
|
|
{
|
|
"rank": 51,
|
|
"brand": "SEED GENETICS DIRECT",
|
|
"product": "AGI-C-6112 PWE",
|
|
"traits": "RR,CB,LL,Enlist",
|
|
"metrics": {
|
|
"Yield": 153.3,
|
|
"Harv. Moisture": 20.5,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 333,
|
|
"Emergence": 91
|
|
}
|
|
},
|
|
{
|
|
"rank": 52,
|
|
"brand": "VIKING / BLUE RIVER",
|
|
"product": "76-11",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 153,
|
|
"Harv. Moisture": 18.6,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 329,
|
|
"Emergence": 97
|
|
}
|
|
},
|
|
{
|
|
"rank": 53,
|
|
"brand": "SEED GENETICS DIRECT",
|
|
"product": "Direct 2111-AA",
|
|
"traits": null,
|
|
"metrics": {
|
|
"Yield": 148.5,
|
|
"Harv. Moisture": 21.6,
|
|
"Stalk Lodging": 0,
|
|
"Final Stand": 315,
|
|
"Emergence": 85
|
|
}
|
|
}
|
|
],
|
|
"n_results": 53,
|
|
"tos_note": "© OSU on the report; explicit no-endorsement clause; public CFAES extension publication; attribute Ohio Corn/Soybean Performance Test, OSU CFAES.",
|
|
"source_urls": [
|
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"https://ohiocroptest.cfaes.osu.edu/corntrials/CountryJournal2025.pdf"
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],
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"fetched_at": "2026-06-10T12:27:20.778301+00:00",
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"scraper_version": "0.1.0"
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