{"id":"W3153698904","doi":"10.11646/zootaxa.4952.3.5","title":"Revision of Nearctic species of Acerocnema Becker (Diptera: Scathophagidae)","year":2021,"lang":"en","type":"article","venue":"Zootaxa","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; McGill University","funders":"","keywords":"Nearctic ecozone; Biology; Terminalia; Zoology; DNA barcoding; Mitochondrial DNA; Key (lock); Genus; Ecology; Evolutionary biology; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001077977,0.0001076593,0.0002565582,0.000009735435,0.00006329296,0.00002484214,0.0001789272,0.00006728266,0.005669932],"category_scores_gemma":[0.00005962588,0.00004392103,0.000167472,0.0003146896,0.0001307536,0.0001069975,0.0001196878,0.00007648623,0.0000523701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001297129,"about_ca_system_score_gemma":0.0000117565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004862971,"about_ca_topic_score_gemma":0.00009715652,"domain_scores_codex":[0.9990448,0.00005086812,0.0002961165,0.0002161866,0.0002210848,0.0001709758],"domain_scores_gemma":[0.9994378,0.00008933331,0.0001520768,0.0001013286,0.0001627976,0.0000566452],"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":[0.00002859505,0.000307962,0.02790334,0.0000433048,0.00001545853,0.00001692157,0.0001211697,7.792093e-7,0.1339649,0.001069573,0.001246487,0.8352815],"study_design_scores_gemma":[0.0001217169,0.0001406558,0.06100701,0.0000877854,0.00002441952,0.000007495397,0.0005164556,0.000002031256,0.09338362,0.00001156357,0.8445833,0.0001138879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903062,0.0005887275,0.000003001491,0.0005334798,0.0001312338,0.00009063946,0.00002985445,0.00001608332,0.008300763],"genre_scores_gemma":[0.995507,0.0001099806,0.0004600866,0.00007672804,0.0001342604,0.00000204437,0.00002538326,7.314691e-7,0.003683804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8433369,"threshold_uncertainty_score":0.995239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796745225690121,"score_gpt":0.2306353446940207,"score_spread":0.2026678924371195,"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."}}