{"id":"W4378231505","doi":"10.1111/wbm.12267","title":"Incorporated cover crop residue suppresses weed seed germination","year":2023,"lang":"en","type":"article","venue":"Weed Biology and Management","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Veterans Affairs Canada; Health PEI; Bio Food Tech (Canada); University of Prince Edward Island; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Weed; Allelopathy; Cover crop; Agronomy; Germination; Biology; Weed control; Crop; Crop residue; Biomass (ecology); Nutrient; Agriculture; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187366,0.0001088845,0.0001292337,0.0000338993,0.0002411419,0.00003459923,0.0001416892,0.0001007704,0.0001655514],"category_scores_gemma":[0.00001072887,0.00004651053,0.00003156616,0.0004264764,0.00008030525,0.00005743065,0.0001337259,0.00005954744,0.0002800884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009012745,"about_ca_system_score_gemma":0.000002328873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074687,"about_ca_topic_score_gemma":0.0004082329,"domain_scores_codex":[0.9992232,0.00005499499,0.0001572247,0.000283594,0.00005977381,0.0002212634],"domain_scores_gemma":[0.9996942,0.00008926939,0.00006558471,0.00006098702,0.00003889724,0.0000510159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005875489,0.00005521884,0.003474077,0.00002058481,0.00006879814,0.000009610713,0.00002727268,0.00001279285,0.8975419,0.03816921,0.00794848,0.05261333],"study_design_scores_gemma":[0.0002489242,0.00009256985,0.8502221,0.000006669002,0.00002667121,0.000001214277,0.00009447105,0.0001727189,0.000835637,0.009736036,0.1384344,0.0001286154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791422,0.0001306703,0.00003526913,0.00793206,0.0001158557,0.0008307977,0.0000509102,0.0003132666,0.01144899],"genre_scores_gemma":[0.9933747,0.00005622843,0.0000537593,0.0005220736,0.0001035975,0.0003315653,0.000414085,0.000001003953,0.005142969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8967062,"threshold_uncertainty_score":0.3600064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563488179728639,"score_gpt":0.2412460712699103,"score_spread":0.2256111894726239,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}