{"id":"W4403842257","doi":"10.1017/wsc.2024.43","title":"Confirmation of synthetic auxin herbicide resistance in a green pigweed (<i>Amaranthus powellii</i>) population from Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Weed Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BASF (Canada); University of Guelph","funders":"","keywords":"Herbicide resistance; Auxin; Resistance (ecology); Biology; Population; Agronomy; Botany; Horticulture; Weed; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003440817,0.000108632,0.0001701175,0.00003761604,0.0001470315,0.00007607361,0.0003752788,0.00003779662,0.0002973627],"category_scores_gemma":[0.00003582859,0.00005293521,0.00003783842,0.0009867334,0.0001260015,0.0002392309,0.00003508236,0.000122796,0.00001128829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972471,"about_ca_system_score_gemma":0.0002479857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986157,"about_ca_topic_score_gemma":0.9993318,"domain_scores_codex":[0.9985684,0.00003576761,0.0003354393,0.0003783805,0.0004287195,0.0002533444],"domain_scores_gemma":[0.999459,0.0002135225,0.00008184381,0.0001008084,0.00006695672,0.00007783189],"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":[0.00002147938,0.0000208928,0.002273507,0.00000897114,0.000003764499,0.000006434779,0.0003475389,0.00002855443,0.9848811,0.004126939,0.0001199113,0.008160906],"study_design_scores_gemma":[0.0000764365,0.00001700711,0.9856651,0.00009385216,0.000009358103,0.000001062477,0.0001163104,0.0008814032,0.001948072,0.005712641,0.005350904,0.0001277936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937382,0.0003882307,0.00002054037,0.002681865,0.0001288012,0.000264627,0.00004933552,0.0000362966,0.002692054],"genre_scores_gemma":[0.9990082,6.135655e-7,0.0001226435,0.0001325578,0.00004495186,0.00003321786,0.0000333771,9.014989e-7,0.000623489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9833916,"threshold_uncertainty_score":0.3255913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009007540953744784,"score_gpt":0.2015901409740871,"score_spread":0.1925826000203424,"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."}}