{"id":"W7133354814","doi":"10.1079/9781800625099.0002","title":"Change in Diapause Strategy in Insects and Impacts on Pest Populations","year":2025,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"PEST analysis; Diapause; Ectotherm; Population; Integrated pest management; Overwintering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Study of insect diapause strategy and pest populations; the abstract field contains only the words 'peer reviewed', a polysemy trap, and the object is entomology."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"low","reason":"The title indicates an insect biology study, but the abstract is too thin to determine more about its genre."},"grok":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"low","reason":"Insect diapause/pest ecology title; abstract only says peer reviewed, a polysemy token not a study of peer review."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187647,0.0001796879,0.0002873427,0.001791292,0.0008819057,0.00212481,0.0006032935,0.0006516013,0.02700349],"category_scores_gemma":[0.009482949,0.0001633776,0.0001573803,0.001143782,0.0005322471,0.0009351702,0.0007454587,0.0004254029,0.005761082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008041177,"about_ca_system_score_gemma":0.001195645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005419932,"about_ca_topic_score_gemma":0.01266013,"domain_scores_codex":[0.9990484,0.0001426653,0.00003951016,0.0001254902,0.0004995303,0.0001444373],"domain_scores_gemma":[0.9925977,0.0009380761,0.0009760683,0.0002453261,0.004243965,0.0009989074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005024277,0.000287762,0.3958599,0.001136375,0.0002369516,0.003241396,0.002726406,0.001304484,0.04780959,0.003224046,0.0752212,0.4684494],"study_design_scores_gemma":[0.00004153871,0.0002632046,0.8429865,0.0002100696,0.00006685586,0.001233644,0.005412376,0.001657967,0.005531741,0.001273763,0.1412758,0.00004644406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899329,0.005885286,0.000941209,0.005285646,0.001442873,0.0001834713,0.001546736,0.0001303258,0.09465153],"genre_scores_gemma":[0.9138613,0.004862853,0.0009035917,0.0003697624,0.0006037187,0.00004586128,0.001131935,0.00008304667,0.07813785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02700349,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078204738444863,"score_gpt":0.2768775689348684,"score_spread":0.2360955215504197,"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."}}