{"id":"W3194722270","doi":"10.1017/wet.2021.69","title":"Herbicide diagnostics reveal multiple patterns of synthetic auxin resistance in kochia (<i>Bassia scoparia</i>)","year":2021,"lang":"en","type":"article","venue":"Weed Technology","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Bayer CropScience; Saskatchewan Wheat Development Commission; Corteva Agriscience; Saskatchewan Pulse Growers; Alberta Wheat Commission; Ministry of Agriculture - Saskatchewan","keywords":"Dicamba; Acetolactate synthase; Biology; Glyphosate; Population; Cross-resistance; Bioassay; Pesticide resistance; Scoparia; Mecoprop; Botany; Agronomy; Herbicide resistance; Auxin; Weed; Pesticide; MCPA; Weed control; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001189546,0.0001346915,0.0003109672,0.00004349621,0.00007847414,0.00001339209,0.0003385016,0.0002341601,0.0001423111],"category_scores_gemma":[0.0003772982,0.00006927513,0.00006577204,0.0007458635,0.0001033364,0.00003687765,0.0001215321,0.000230977,0.00002583371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002561935,"about_ca_system_score_gemma":0.00002300913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001527015,"about_ca_topic_score_gemma":0.03905678,"domain_scores_codex":[0.9987711,0.00005495234,0.0003784235,0.0003606034,0.0001215094,0.0003134241],"domain_scores_gemma":[0.9991326,0.0004024598,0.0001314739,0.0001919003,0.00009631524,0.00004530014],"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":[0.00001921321,0.0001825936,0.075538,0.00001676525,0.00001164528,0.00003952415,0.00001975972,0.000002841831,0.8917754,0.02183115,0.0002315804,0.01033155],"study_design_scores_gemma":[0.0005257794,0.00009324882,0.8799343,0.0001925875,0.00002561759,0.00001638035,0.0004648181,0.00002805063,0.07603201,0.03084283,0.01158035,0.0002640781],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843031,0.001320732,0.00005850993,0.0127989,0.00005449507,0.0002552358,0.00005966296,0.0001134859,0.00103594],"genre_scores_gemma":[0.9983588,0.00003504727,0.0008250686,0.0001600944,0.00004841375,0.0001605459,0.00002956124,0.000001970714,0.0003805158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8157434,"threshold_uncertainty_score":0.978478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00906456171245041,"score_gpt":0.2082139909622741,"score_spread":0.1991494292498237,"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."}}