{"id":"W4235700093","doi":"10.11646/zootaxa.4122.1.18","title":"FAMILY CORETHRELLIDAE","year":2016,"lang":"en","type":"article","venue":"Zootaxa","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Biology; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001478207,0.0009717918,0.0005471564,0.001784479,0.0009196023,0.0005679092,0.0006193615,0.0002928425,0.02247846],"category_scores_gemma":[0.0003762028,0.0001856476,0.0002005707,0.0008954509,0.0004148665,0.0006712462,0.0006074521,0.0005593334,0.005483709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008050458,"about_ca_system_score_gemma":0.0007506447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099928,"about_ca_topic_score_gemma":0.02927282,"domain_scores_codex":[0.9998098,0.00001992376,0.0000140341,0.0000452876,0.00006126372,0.00004963743],"domain_scores_gemma":[0.9997618,0.00002458996,0.00006597964,0.00002098598,0.00007492826,0.00005168031],"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":[0.0007110012,0.00008534761,0.04974375,0.002215482,0.0001061925,0.0006964763,0.001177776,0.0005851879,0.02528467,0.00394434,0.02991766,0.8855321],"study_design_scores_gemma":[0.00005764655,0.0001611827,0.2819135,0.0006614535,0.00008739195,0.003293543,0.0006637122,0.0004043411,0.001401433,0.0007761306,0.7105337,0.00004589274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3496025,0.1185671,0.01180528,0.001056653,0.0006936358,0.00103426,0.01288381,0.002303382,0.5020534],"genre_scores_gemma":[0.8459399,0.03305725,0.01620309,0.0007175636,0.0003303688,0.0004399151,0.008259812,0.0001917254,0.09486037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02247846,"threshold_uncertainty_score":0.07519794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521776057579727,"score_gpt":0.2318728239593813,"score_spread":0.216655063383584,"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."}}