{"id":"W4232544274","doi":"10.11646/zootaxa.4122.1.61","title":"FAMILY MILICHIIDAE","year":2016,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Biology; Zoology; Evolutionary biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000517585,0.00005107143,0.00004960541,0.000002236614,0.00007045607,0.00001400768,0.0000845609,0.00003385852,0.0006606017],"category_scores_gemma":[0.00002251913,0.00001244722,0.00004174795,0.000073557,0.00002148598,0.000065364,0.00002419043,0.00001811971,0.0004068767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001277382,"about_ca_system_score_gemma":0.000002360053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001293814,"about_ca_topic_score_gemma":0.0003668616,"domain_scores_codex":[0.9996004,0.00001622761,0.00006934741,0.0001210163,0.00006196705,0.0001310516],"domain_scores_gemma":[0.9998202,0.00005943825,0.00002327528,0.00002888764,0.00001856973,0.00004957242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008771017,0.00001631513,0.02131357,3.083172e-7,0.000001389012,9.014778e-7,0.000001757633,1.601316e-8,0.03187665,0.000943244,0.00103171,0.9448054],"study_design_scores_gemma":[0.00006212573,0.00004341288,0.2323168,0.000005602702,0.00000135177,9.519644e-7,0.0000123381,6.117955e-7,0.002121234,0.0001327898,0.7652456,0.0000572087],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895899,0.00006361069,0.00005955627,0.001521335,0.00007908622,0.00005438977,0.00003742576,0.00005510842,0.008539614],"genre_scores_gemma":[0.9991783,0.00001194679,0.00001738215,0.0002161109,0.000160835,0.000009154346,0.000009238152,6.450603e-8,0.0003968977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9447482,"threshold_uncertainty_score":0.7233124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032033390244953,"score_gpt":0.2037702449610735,"score_spread":0.1834499110586239,"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."}}