{"id":"W3132766150","doi":"10.3390/insects12030197","title":"Pest Activity and Protection Practices: Four Decades of Transformation in Quebec Apple Orchards","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Institut de Recherche et de Développement en Agroenvironnement","funders":"","keywords":"Orchard; Biology; Codling moth; Integrated pest management; PEST analysis; Curculio; Pesticide; Toxicology; Horticulture; Fruit tree; Malus; Agronomy; Curculionidae; Botany; Larva","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":[0.0005109483,0.0002836499,0.0002148429,0.001324694,0.001002661,0.001138658,0.0008167287,0.0004828992,0.001977904],"category_scores_gemma":[0.0008945999,0.0001734214,0.0002856748,0.002335299,0.0005385577,0.0004223041,0.0004501993,0.000426678,0.0001800103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02844226,"about_ca_system_score_gemma":0.01064414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819287,"about_ca_topic_score_gemma":0.9911753,"domain_scores_codex":[0.9995246,0.00003859578,0.00002003633,0.0001175866,0.0001413379,0.0001578862],"domain_scores_gemma":[0.9982936,0.0000964159,0.0003355292,0.00005046162,0.0008980632,0.000326074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390743,0.0000741318,0.9682932,0.00007244202,0.00008406067,0.0002809563,0.001652472,0.0003094958,0.002312141,0.0001562652,0.001068209,0.02555749],"study_design_scores_gemma":[0.000001372973,0.00001811027,0.9978508,0.00001167021,0.000006132807,0.00002352426,0.0004712294,0.0001552179,0.00007524632,0.000004584237,0.001377212,0.000004969019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939305,0.001579674,0.0001372351,0.0002516492,0.000008320449,0.00003799374,0.002093224,0.00001871462,0.001942743],"genre_scores_gemma":[0.9954776,0.0005998865,0.0001926497,0.00009940951,0.000004262475,0.00001459005,0.001187903,0.00000448457,0.002419067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02844226,"threshold_uncertainty_score":0.206364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262368674105599,"score_gpt":0.245113061128239,"score_spread":0.212489374387183,"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."}}