{"id":"W4289304330","doi":"10.31237/osf.io/zjctx","title":"The Biology and Ecology of the Diamondback Moth, Plutella xylostella (L.) in Eastern Ontario Revisited","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diamondback moth; Plutella; Plutellidae; Biology; Overwintering; Population; Ecology; Lepidoptera genitalia; Zoology; Medicine; Environmental health","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":[0.0000742602,0.0001186965,0.0001083525,0.000404565,0.00123148,0.0004834917,0.0002383178,0.0001599702,0.0007909389],"category_scores_gemma":[0.0001688112,0.0001503513,0.00009036239,0.000392385,0.0005490156,0.0002563657,0.0003287444,0.0001759245,0.0001036437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005647138,"about_ca_system_score_gemma":0.003659784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8417532,"about_ca_topic_score_gemma":0.9635689,"domain_scores_codex":[0.9999194,0.000003344629,0.000002180759,0.00002555462,0.00002529089,0.00002424646],"domain_scores_gemma":[0.9998222,0.00001087434,0.0000565945,0.000005037756,0.00006310918,0.00004219687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001760552,0.00004437102,0.9190236,0.0001551569,0.00002536715,0.0009383801,0.009061821,0.0001552537,0.05647518,0.0001786744,0.0004993602,0.01326675],"study_design_scores_gemma":[8.191636e-7,0.00001650473,0.9966138,0.00000480354,0.000004209419,0.00007501356,0.002071374,0.00003595828,0.0002363947,0.00001212527,0.0009261044,0.000002898603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982846,0.000268116,0.00006586142,0.00005659942,0.000001930287,0.000007492783,0.0001856417,0.000003099623,0.001126647],"genre_scores_gemma":[0.9974979,0.0002870072,0.0001954105,0.00003426708,0.000001479682,0.000004994671,0.0001303546,0.000001752435,0.001846814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582468,"threshold_uncertainty_score":0.3183573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009158045867869665,"score_gpt":0.2486979772663914,"score_spread":0.2395399313985218,"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."}}