{"id":"W4402273942","doi":"10.1079/planthealthcases.2024.0014","title":"Cabbage Seedpod Weevil ( <i>Ceutorhynchus obstrictus</i> ) Management in Canola ( <i>Brassica napus</i> ) across western Canada","year":2024,"lang":"en","type":"article","venue":"Plant Health Cases","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Canola; Weevil; Brassica; Biology; Agronomy","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":[0.0002177383,0.0002276158,0.0002903327,0.00002741143,0.0003266543,0.000193171,0.0002114537,0.00006594542,0.0001210406],"category_scores_gemma":[0.0000120688,0.0001024951,0.00006521159,0.0003990715,0.00001877534,0.0001317576,0.00006133498,0.0002833821,0.0000416334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043303,"about_ca_system_score_gemma":0.0002106661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7928618,"about_ca_topic_score_gemma":0.9736928,"domain_scores_codex":[0.9980008,0.00009608184,0.000425738,0.0004319854,0.0003047423,0.0007406466],"domain_scores_gemma":[0.9990924,0.0005206584,0.0000807239,0.00008183073,0.00002180275,0.0002025687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004240457,0.0005413115,0.02298042,0.0009365216,0.0002494561,0.02222661,0.001068307,0.00009184387,0.006168199,0.001481809,0.3073667,0.6364648],"study_design_scores_gemma":[0.0001918847,0.0001670054,0.02947064,0.0002963435,0.00001145211,0.0007434327,0.0007965786,0.0001663608,0.0001702933,0.00001249479,0.9676785,0.0002949948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799269,0.003492635,0.000001704089,0.007474137,0.001497339,0.0004935575,0.005350986,0.0001430151,0.001619763],"genre_scores_gemma":[0.9923848,0.0007256827,0.00000731359,0.004615319,0.0003324096,0.00007195775,0.0004650873,0.000002669316,0.001394798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6603118,"threshold_uncertainty_score":0.4179629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172153501287699,"score_gpt":0.2528178937298574,"score_spread":0.2356025436010875,"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."}}