{"id":"W2994738491","doi":"10.1017/wet.2019.128","title":"Herbicide-resistant weeds in the Canadian prairies: 2012 to 2017","year":2019,"lang":"en","type":"article","venue":"Weed Technology","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Association of Friendship Centres; Saskatchewan Ministry of Agriculture; University of Alberta; Agriculture and Agri-Food Canada","funders":"","keywords":"Foxtail; Acetolactate synthase; Biology; Preharvest; Herbicide resistance; Weed; Agronomy; Weed control; Glyphosate; Imazapyr; Dicamba; Horticulture; Postharvest","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006385131,0.0005374359,0.0003219073,0.00384563,0.002726218,0.001472473,0.001505297,0.0003675995,0.001746285],"category_scores_gemma":[0.001731317,0.0003280062,0.0004439479,0.005269408,0.0006548042,0.0005151135,0.0008426009,0.0008745935,0.0003026091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03526158,"about_ca_system_score_gemma":0.05073081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9971715,"about_ca_topic_score_gemma":0.9991783,"domain_scores_codex":[0.9986743,0.00002135046,0.00004310254,0.0001654871,0.0007859054,0.0003099079],"domain_scores_gemma":[0.9951691,0.000077492,0.0005531567,0.00008441701,0.003468917,0.0006468555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001580797,0.00006390978,0.9144272,0.0003083832,0.0001929693,0.0004650167,0.002316918,0.0003318292,0.003480346,0.0004391661,0.01393159,0.06388462],"study_design_scores_gemma":[0.00000496586,0.0000229905,0.9836791,0.00004889574,0.00002763012,0.0001033947,0.001057702,0.0002076614,0.0002410688,0.00001658964,0.01456946,0.00002045085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313801,0.006785329,0.0007833273,0.001793901,0.0001286953,0.0002045378,0.0366242,0.0002358751,0.0220641],"genre_scores_gemma":[0.9679703,0.005782377,0.001448739,0.0005779156,0.00003346795,0.000050665,0.01424872,0.00004706886,0.009840836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03526158,"threshold_uncertainty_score":0.2558419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171679862289047,"score_gpt":0.2207546974337028,"score_spread":0.2090378988108124,"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."}}