{"id":"W566291872","doi":"10.11646/zootaxa.3972.4.12","title":"New combinations and changes in the classification of Ceratopogonidae (Diptera, biting midges)","year":2015,"lang":"en","type":"article","venue":"Zootaxa","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Ceratopogonidae; Biology; Biting; Tribe; Zoology; Ecology; Evolutionary biology; Anthropology; Sociology","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":[0.0001338228,0.00004820838,0.0000630869,0.000009784277,0.00004329526,0.00003356541,0.0001053937,0.00002616393,0.0000450523],"category_scores_gemma":[0.00008548866,0.00001688891,0.00001463958,0.0002116622,0.0000260118,0.0000618767,0.00002170993,0.00003800723,0.00000613793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008234902,"about_ca_system_score_gemma":0.000008558977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006418744,"about_ca_topic_score_gemma":0.003561914,"domain_scores_codex":[0.9995648,0.00005996343,0.00008329132,0.00009829748,0.0001089944,0.00008466907],"domain_scores_gemma":[0.9997355,0.0000935389,0.00005255322,0.00003051552,0.00003968975,0.00004824958],"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":[0.00004156631,0.0003894826,0.3606253,0.00001948517,0.00001257207,0.000005454101,0.002176991,0.000002006542,0.1247755,0.04173639,0.007849129,0.4623661],"study_design_scores_gemma":[0.0001170725,0.0001233278,0.9815558,0.00001026119,0.000004930274,0.00000151737,0.001453986,0.00005523814,0.000369451,0.0003763422,0.01588314,0.00004888937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916551,0.0003120707,0.000001484867,0.006004238,0.00001981968,0.00009814636,0.00001010765,0.00001271109,0.001886292],"genre_scores_gemma":[0.9996077,0.00001636763,0.00003059631,0.0001756868,0.00006739872,0.000007529608,0.00001548878,3.506219e-7,0.00007888826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6209305,"threshold_uncertainty_score":0.1987632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05919245478376321,"score_gpt":0.2562064918277285,"score_spread":0.1970140370439653,"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."}}