{"id":"W6911964985","doi":"10.5281/zenodo.15218488","title":"Empis (Enoplempis) fresno Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Seta; Basal (medicine); Paratype; Femur; Occiput","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":[0.0004855428,0.001987563,0.0008615612,0.003513648,0.002752654,0.0008538972,0.001391551,0.00132193,0.01534608],"category_scores_gemma":[0.0009287521,0.0004746277,0.0003566374,0.001647302,0.0009827197,0.002048892,0.0009215689,0.001586985,0.009929175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063318,"about_ca_system_score_gemma":0.001290258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1080932,"about_ca_topic_score_gemma":0.2025259,"domain_scores_codex":[0.999633,0.00002222197,0.00003735992,0.0001392931,0.0001203371,0.0000476957],"domain_scores_gemma":[0.9995484,0.00004996509,0.0001369103,0.00004569096,0.000159743,0.00005923663],"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":[0.0003243029,0.0001749909,0.02051143,0.000909596,0.000179657,0.002075904,0.001299217,0.001176196,0.006788796,0.00229786,0.1012307,0.8630313],"study_design_scores_gemma":[0.0001723546,0.0002168375,0.3257992,0.001816335,0.0004605654,0.008055594,0.001711079,0.001102176,0.001832655,0.000973872,0.6577723,0.00008702961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1365329,0.05893403,0.01227806,0.002341365,0.003281335,0.002568215,0.02706471,0.003942203,0.7530572],"genre_scores_gemma":[0.6197168,0.03580179,0.05164673,0.006042539,0.001638185,0.002893788,0.02950898,0.000648689,0.2521024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1080932,"threshold_uncertainty_score":0.214928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940730645462908,"score_gpt":0.2218458541241578,"score_spread":0.1724385476695287,"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."}}