justin
eaa7e0789b
User flagged that Channel is expanding into their area — re-walked the cropscience.bayer.us sitemap and found 8 additional brand×crop paths beyond the original DEKALB/Asgrow/WestBred triple. Patches the scraper to walk all of them; total Bayer varieties roughly doubles from 475 to 931 and the corpus picks up first-ever coverage in sorghum (36), cotton (30), canola (6), and silage as a distinct crop (was conflated with corn before). Net new varieties: 456 Channel corn=181 soy=67 silage=54 sorghum=18 (320) DEKALB silage=82 sorghum=18 canola=6 (106) Deltapine cotton=30 (30) scrape/sources/bayer_seeds.py - Replace `BRANDS` (brand → 1 path) and `CROP_SUFFIX` (brand → 1 suffix) with a flatter `BRAND_PATHS` list of (brand, url_path, crop, is_primary_for_brand) entries. Channel and DEKALB are now multi-crop brands; the same scraper walks every brand×crop pair. - source_key derivation: for a brand's PRIMARY crop, strip the trailing `-<crop>` suffix (matches the existing deployed source keys for DEKALB corn / Asgrow soy / WestBred wheat). For SECONDARY crops, KEEP the suffix so DEKALB-the-same-SKU sold as both grain corn and silage gets two distinct source_keys (collision-safe and unambiguous for `lookup_variety`). - New `--crop` CLI filter for incremental backfills. - Log line shows brand + crop alongside source_key for visibility. rag/chunk.py - Channel + Deltapine pages use slightly different characteristics group labels (DISEASE not DISEASE RATINGS, AGRONOMIC CHARACTERISTICS not GROWTH/HARVEST, plus MATURITY / ADAPTATION / HERBICIDES / OTHER). Fold them into the DISEASE / AGRONOMIC / MANAGEMENT label sets so the chunker buckets them correctly into the standard sections. Smoke-tested cross-brand × cross-crop queries against the rebuilt index (5,529 chunks total) — all 6 sample queries surface the right brand+crop at top-3: Channel corn 110 RM → 210-25TRE BRAND Channel soy 2.5 MG IA → 2622RXF BRAND Deltapine cotton XF → DP 1820 B3XF BRAND Sorghum dryland Kansas → 6B95 BRAND (Channel) Silage corn WI dairy → DKC64-44RIB BRAND BLEND (silage variant) Canola Northern Plains → DK401TL BRAND Watchtower will pull the new image on the next push; deploy is unchanged otherwise. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
197 lines
5.0 KiB
JSON
197 lines
5.0 KiB
JSON
{
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"source": "bayer_seeds",
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"source_key": "channel-0525rxf-soybeans",
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"vendor": "Bayer",
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"brand": "CHANNEL",
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"product_name": "0525RXF BRAND",
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"product_id": "SOYBEANS_0525RXF BRAND_CHANNEL_US",
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"hybrid_prefix": "0525RXF",
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"hybrid_suffix": "BRAND",
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"crop": "soybeans",
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"release_year": 2025,
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"relative_maturity": null,
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"maturity_group": "0.5",
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"wheat_class": null,
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"trait_stack": [
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"XF"
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],
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"trait_descriptions": [
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"XtendFlex"
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],
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"positioning_statement": "0.5 MG XtendFlex® soybean that brings excellent yield potential to the mid-0 maturity group",
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"strengths": [
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"Excellent Iron Deficiency Chlorosis and Brown Stem Rot tolerances",
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"Optimum choice for chasing soybean performance potential"
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],
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"characteristics_groups": [
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{
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"label": "ADAPTATION",
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"type": "adaptation",
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"items": [
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{
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"characteristic": "NARROW ROW",
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"value": "2"
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}
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]
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},
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{
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"label": "AGRONOMIC CHARACTERISTICS",
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"type": "agronomic characteristics",
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"items": [
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{
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"characteristic": "EMERGENCE",
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"value": "3"
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},
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{
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"characteristic": "FLOWER COLOR",
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"value": "P"
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},
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{
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"characteristic": "GROWTH HABIT",
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"value": "Indeterminate"
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},
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{
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"characteristic": "HILUM COLOR",
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"value": "Bl"
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},
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{
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"characteristic": "NO-TILL ADAPTABILITY",
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"value": "3"
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},
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{
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"characteristic": "OIL CONTENT @ 13% MOISTURE",
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"value": "22.14"
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},
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{
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"characteristic": "PLANT HEIGHT",
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"value": "M"
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},
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{
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"characteristic": "POD COLOR",
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"value": "Br"
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},
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{
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"characteristic": "PROTEIN CONTENT @ 13% MOISTURE",
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"value": "38.23"
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},
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{
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"characteristic": "PUBESCENCE COLOR",
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"value": "Lt Tw"
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},
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{
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"characteristic": "PLANT TYPE",
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"value": "Medium Bushy"
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},
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{
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"characteristic": "RELATIVE MATURITY",
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"value": "0.5"
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},
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{
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"characteristic": "STANDABILITY",
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"value": "4"
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}
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]
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},
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{
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"label": "DISEASE TOLERANCE",
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"type": "disease tolerance",
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"items": [
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{
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"characteristic": "BROWN STEM ROT",
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"value": "3"
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},
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{
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"characteristic": "IRON DEFICIENCY CHLOROSIS",
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"value": "3"
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},
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{
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"characteristic": "PRR GENE",
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"value": "Rps1c"
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},
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{
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"characteristic": "PRR FIELD TOLERANCE",
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"value": "5"
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},
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{
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"characteristic": "SOYBEAN CYST NEMATODE",
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"value": "-"
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},
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{
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"characteristic": "SUDDEN DEATH SYNDROME",
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"value": "5"
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},
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{
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"characteristic": "WHITE MOLD",
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"value": "4"
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}
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]
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},
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{
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"label": "SENSITIVITY",
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"type": "sensitivity",
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"items": [
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{
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"characteristic": "CHLORIDE SENSITIVITY",
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"value": "Inc"
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}
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]
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},
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{
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"label": "OTHER",
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"type": "other",
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"items": [
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{
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"characteristic": "HERBICIDE TOLERANT TRAIT",
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"value": "XF"
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},
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{
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"characteristic": "MATURITY GROUP",
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"value": "0"
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},
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{
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"characteristic": "TRAIT",
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"value": "XF"
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},
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{
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"characteristic": "VARIETY CODE",
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"value": "1106144"
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}
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]
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}
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],
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"_scale_direction": "1-9 (9 = best)",
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"regional_recommendations": [
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{
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"product_list_name": "2025 Channel East Central and Western ND ",
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"agronomist": "Lindsey Novak",
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"agronomist_email": "lindsey.novak@bayer.com",
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"variant_id": "SOYBEANS_0525RXF BRAND_CHANNEL_US_2025_N9N_1"
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},
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{
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"product_list_name": "2025 Channel East Central and Western ND ",
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"agronomist": "Lindsey Novak",
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"agronomist_email": "lindsey.novak@bayer.com",
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"variant_id": "SOYBEANS_0525RXF BRAND_CHANNEL_US_2025_ZCB_1"
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},
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{
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"product_list_name": "2025 Channel East Central and Western ND ",
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"agronomist": "Lindsey Novak",
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"agronomist_email": "lindsey.novak@bayer.com",
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"variant_id": "SOYBEANS_0525RXF BRAND_CHANNEL_US_2025_L6V_1"
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},
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{
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"product_list_name": "2025 Channel East Central and Western ND ",
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"agronomist": "Lindsey Novak",
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"agronomist_email": "lindsey.novak@bayer.com",
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"variant_id": "SOYBEANS_0525RXF BRAND_CHANNEL_US_2025_ZBZ_1"
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}
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],
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"image_url": "https://cs-assets.bayer.com/is/image/bayer/channel-seed-bag-soy-xtendflex-2",
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"source_urls": [
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"https://www.cropscience.bayer.us/soybeans/channel/channel-0525rxf-soybeans"
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],
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"sitemap_last_modified": "2026-05-12T14:43:45.905Z",
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"fetched_at": "2026-05-26T15:39:18.985912+00:00",
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"scraper_version": "0.1.0"
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}
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