{"id":"W6968555732","doi":"10.5281/zenodo.15218525","title":"Empis (Enoplempis) cerina Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Subgenus; Pedicel; Seta; Paratype; Head (geology)","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":[0.0005818789,0.002094645,0.001072285,0.003210227,0.003183393,0.001118457,0.001488158,0.001596859,0.02435298],"category_scores_gemma":[0.001322273,0.0005712604,0.0003653704,0.00272219,0.001430868,0.003125517,0.001444432,0.002908077,0.02013034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215714,"about_ca_system_score_gemma":0.001626646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04690503,"about_ca_topic_score_gemma":0.09963181,"domain_scores_codex":[0.9994814,0.00003996665,0.00005376362,0.0001891406,0.0001795669,0.00005622409],"domain_scores_gemma":[0.999351,0.00008228679,0.0001832696,0.00007640864,0.000218331,0.00008869849],"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":[0.0003616084,0.0001799155,0.01420445,0.001199517,0.0001327981,0.002423792,0.001293716,0.001102612,0.00554079,0.003193928,0.1678254,0.8025416],"study_design_scores_gemma":[0.0002097879,0.0002576821,0.1561874,0.002681061,0.0003573828,0.008734903,0.002270016,0.001288849,0.00278811,0.001645239,0.8234948,0.00008481957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08071875,0.03192488,0.01379056,0.003276037,0.005088965,0.003120114,0.02628682,0.002956009,0.8328379],"genre_scores_gemma":[0.5292544,0.04037424,0.05415087,0.007714585,0.002477857,0.004846443,0.03755526,0.001019068,0.3226072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04690503,"threshold_uncertainty_score":0.09326404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856719709985338,"score_gpt":0.2476484878238348,"score_spread":0.2290812907239815,"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."}}