{"id":"W4396665768","doi":"10.1139/cjps-2024-0017","title":"Distribution, frequency, and impact of herbicide-resistant weeds in Saskatchewan","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Western Grains Research Foundation; Saskatchewan Wheat Development Commission; Alberta Wheat Commission; Manitoba Crop Alliance; Ministry of Agriculture - Saskatchewan; Government of Manitoba","keywords":"Agronomy; Weed; Avena fatua; Herbicide resistance; Acetolactate synthase; Biology; Weed control; Crop; Pendimethalin; Preharvest; Resistance (ecology); Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918647,0.0003575379,0.0001970959,0.001769063,0.001006869,0.000750389,0.0007598497,0.0002723833,0.002188053],"category_scores_gemma":[0.0005442688,0.0003129331,0.0002589476,0.003311998,0.0005280121,0.0003037798,0.0007237476,0.0003171134,0.0003952126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150524,"about_ca_system_score_gemma":0.01498231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9331132,"about_ca_topic_score_gemma":0.9825686,"domain_scores_codex":[0.9995647,0.00005203606,0.00003695416,0.0001217774,0.000118407,0.0001061245],"domain_scores_gemma":[0.9988965,0.0001176089,0.0002241222,0.00006802053,0.0004520727,0.000241793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002144171,0.00008983118,0.9445488,0.0001202443,0.0001463649,0.0007119598,0.0008497607,0.0005576306,0.01444902,0.0001944785,0.00210892,0.03600855],"study_design_scores_gemma":[0.000008216329,0.00003379139,0.9960803,0.0000234502,0.00001994517,0.00009822669,0.0009888132,0.0003759212,0.0004984582,0.00004255636,0.001812165,0.00001820513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914241,0.0005186938,0.0003022388,0.0003045782,0.000009583077,0.00008295713,0.003658485,0.00003783417,0.003661604],"genre_scores_gemma":[0.9905707,0.0009288791,0.0007328446,0.0003414922,0.000005038199,0.00007840108,0.002851932,0.00001230263,0.004478425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06688684,"threshold_uncertainty_score":0.1345615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010213726873797,"score_gpt":0.2209459900461005,"score_spread":0.2108438527773626,"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."}}