{"id":"W3124748802","doi":"","title":"Value of Insect Pest Management to U.S. and Canadian Corn, Soybean and Canola Farmers","year":2015,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canola; Integrated pest management; Agricultural science; Agriculture; PEST analysis; Value (mathematics); Business; Agroforestry; Agronomy; Biology; Marketing; Mathematics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000551529,0.0001175476,0.0001028387,0.000505719,0.001354343,0.0008020113,0.0002764158,0.0001852825,0.002111659],"category_scores_gemma":[0.002882542,0.00007023598,0.0001306851,0.001185295,0.0004572301,0.0002688842,0.0003748349,0.0001967019,0.0001011009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01013373,"about_ca_system_score_gemma":0.009392395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9002133,"about_ca_topic_score_gemma":0.9756382,"domain_scores_codex":[0.999378,0.0001125832,0.00001674646,0.00005411173,0.0002718912,0.0001666442],"domain_scores_gemma":[0.9983576,0.0002917387,0.000282765,0.00003805856,0.0005676312,0.0004622613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002419223,0.00009413893,0.8926558,0.00009844491,0.0000541135,0.0005282683,0.007002737,0.0005344701,0.002934001,0.0005639676,0.003928097,0.09136397],"study_design_scores_gemma":[0.000009576552,0.00008054623,0.9784588,0.00003495612,0.00002189291,0.00008648317,0.01543455,0.0005213138,0.0002402296,0.00009246956,0.005003608,0.00001570088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904444,0.0002292671,0.00004917374,0.0008395347,0.000005600764,0.00002389268,0.0004694145,0.000004844876,0.007933928],"genre_scores_gemma":[0.9973876,0.0004264099,0.0001847884,0.0001434101,0.000002986029,0.000009344997,0.0002178717,0.000001430285,0.001626203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0997867,"threshold_uncertainty_score":0.2007487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04739244996478227,"score_gpt":0.287823826552882,"score_spread":0.2404313765880998,"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."}}