{"id":"W4413807604","doi":"10.64338/im.1143.ar7mk","title":"A revision of the genus Epiphanis Eschscholtz, 1829 (Coleoptera: Eucnemidae: Melasinae: Epiphanini)","year":2025,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Muséum National d'Histoire Naturelle; Clemson University","keywords":"Genus; Zoology; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007950447,0.0008044749,0.0005888868,0.001387874,0.00109527,0.001230464,0.0008846898,0.0005868878,0.003482034],"category_scores_gemma":[0.001350543,0.000165466,0.0003242757,0.0007958547,0.00141057,0.002204242,0.000852444,0.0009922397,0.001685838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074288,"about_ca_system_score_gemma":0.001757024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006381188,"about_ca_topic_score_gemma":0.0145013,"domain_scores_codex":[0.9996067,0.00008928053,0.00007856753,0.00008124588,0.0001120859,0.00003216052],"domain_scores_gemma":[0.9993585,0.00008519967,0.000118828,0.00005761502,0.0003102398,0.00006972734],"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":[0.0002206279,0.0001104218,0.02309172,0.001469255,0.00009956198,0.002236328,0.003224866,0.0005810249,0.009658827,0.009318342,0.05224895,0.8977401],"study_design_scores_gemma":[0.00001606567,0.0002371898,0.07365274,0.0011598,0.0001434402,0.005401824,0.002265733,0.0005984288,0.0009826843,0.002274095,0.9132168,0.00005112023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4210728,0.3158157,0.03811613,0.02113339,0.04270259,0.0006857654,0.005634888,0.002193543,0.1526452],"genre_scores_gemma":[0.7437353,0.1337716,0.04390423,0.007148003,0.007882207,0.0003605048,0.006214179,0.0002319754,0.05675187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006381188,"threshold_uncertainty_score":0.0126881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512984942828337,"score_gpt":0.2266076792750672,"score_spread":0.2114778298467838,"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."}}