{"id":"W6893258922","doi":"10.5281/zenodo.15296747","title":"Psilocephala Zetterstedt 1838","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Taxonomy (biology); Circumstantial evidence; Western europe","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":[0.00005877403,0.0005528653,0.0002079033,0.00102409,0.0005604554,0.0002416351,0.0003017497,0.0003181102,0.01614388],"category_scores_gemma":[0.0001331934,0.0002019156,0.0001174503,0.0004901007,0.000289525,0.0007927683,0.0005125995,0.000365757,0.004834055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963832,"about_ca_system_score_gemma":0.0001666005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00521291,"about_ca_topic_score_gemma":0.008957655,"domain_scores_codex":[0.9999275,0.000004394112,0.000006396236,0.00002226056,0.0000287222,0.00001069009],"domain_scores_gemma":[0.9999366,0.0000112646,0.0000288928,0.000007548279,0.000007880417,0.000007927687],"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":[0.0004839642,0.0001763119,0.07312047,0.001046851,0.0001118554,0.001588971,0.00130081,0.001344303,0.09504226,0.003031913,0.0316709,0.7910814],"study_design_scores_gemma":[0.0000654675,0.0003711746,0.7886187,0.0002881507,0.0001183814,0.006316613,0.0005399012,0.0006863543,0.005339026,0.0008574152,0.1967657,0.00003314076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6031252,0.01521258,0.01020381,0.0006179478,0.0006804126,0.0005004385,0.01669942,0.001319765,0.3516405],"genre_scores_gemma":[0.9522418,0.005517257,0.00263114,0.0003521843,0.0001629225,0.0000971259,0.00552603,0.00004154584,0.0334301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01614388,"threshold_uncertainty_score":0.0540067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681218758612985,"score_gpt":0.2188584316552888,"score_spread":0.192046244069159,"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."}}