{"id":"W4399291683","doi":"10.1079/planthealthcases.2024.0006","title":"Wild Oat ( <i>Avena fatua</i> ): Crop Mimicry and Herbicide Resistance","year":2024,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Avena fatua; Mimicry; Agronomy; Herbicide resistance; Avena; Crop; Biology; Resistance (ecology); Weed; Ecology","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":[0.0001595184,0.0001174909,0.0001682867,0.00001175254,0.0002989094,0.0001015205,0.00009400615,0.00004064955,0.00007687391],"category_scores_gemma":[0.00001902871,0.00004693349,0.00004133059,0.0001840599,0.00004556459,0.00007957344,0.00002802612,0.0001295645,0.00005875406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000285566,"about_ca_system_score_gemma":0.0000275058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004200086,"about_ca_topic_score_gemma":0.01284565,"domain_scores_codex":[0.9990285,0.00004212485,0.0002080417,0.0003059544,0.0001143678,0.0003010076],"domain_scores_gemma":[0.99923,0.0004963198,0.00004248997,0.00005322988,0.00001694925,0.0001609694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002706662,0.0001954019,0.001920304,0.0007315018,0.0000709375,0.0005017719,0.0006432501,0.000003832482,0.309646,0.04075614,0.4076368,0.2376234],"study_design_scores_gemma":[0.00008155702,0.0001191041,0.02889335,0.0002354661,0.00001239804,0.0001831661,0.0001324605,0.00006286057,0.0003218388,0.001644381,0.9681249,0.0001884682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8689604,0.05725423,0.00001488168,0.06935499,0.0002196481,0.0004930744,0.001141563,0.0003646186,0.002196621],"genre_scores_gemma":[0.9936222,0.0008014652,0.0001005557,0.00389853,0.0003497639,0.00004228794,0.0001338811,0.000001508264,0.00104984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5604882,"threshold_uncertainty_score":0.7168174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239511985082327,"score_gpt":0.2467250378386706,"score_spread":0.2243299179878474,"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."}}