{"id":"W2955866157","doi":"10.25221/fee.386.2","title":"New data on Lepidoptera of West Siberian Plain, Russia","year":2019,"lang":"en","type":"article","venue":"Far Eastern entomologist","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Entomological Society of Canada","funders":"","keywords":"Lepidoptera genitalia; Geography; Forestry; Archaeology; Ecology; Biology","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":[0.0004210311,0.0003977095,0.000455412,0.005531935,0.000648814,0.0005597936,0.0003340142,0.0001335181,0.004970403],"category_scores_gemma":[0.0007180482,0.0002294126,0.0002343256,0.004205206,0.0002317834,0.0005540013,0.0004763603,0.0003075237,0.001069321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530451,"about_ca_system_score_gemma":0.0005536447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01414971,"about_ca_topic_score_gemma":0.01850458,"domain_scores_codex":[0.9996413,0.0000332947,0.0001301314,0.00005750625,0.00009373364,0.00004397379],"domain_scores_gemma":[0.9989941,0.0001998305,0.0003275081,0.000120222,0.0002087233,0.0001496327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005851993,0.0001298267,0.6318066,0.002591418,0.0003869106,0.002225545,0.003827213,0.001107712,0.02964911,0.0009074975,0.005845292,0.3209377],"study_design_scores_gemma":[0.000007352912,0.00006979595,0.9393069,0.0001197957,0.00007819654,0.0009291035,0.0003591036,0.0000729621,0.0007022182,0.000131648,0.0582136,0.000009409578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808025,0.03545878,0.001785151,0.0001712137,0.0002341636,0.0000871235,0.0442773,0.0001723314,0.03701134],"genre_scores_gemma":[0.8911633,0.02144972,0.003474821,0.0001336949,0.0001971019,0.0001801882,0.07699436,0.00003006063,0.006376742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01414971,"threshold_uncertainty_score":0.02813464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700342416773479,"score_gpt":0.2677245878502696,"score_spread":0.2407211636825348,"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."}}