{"id":"W6911918021","doi":"10.5281/zenodo.15218552","title":"Empis (Enoplempis) manning 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; Seta; Phallus (fungus); Apex (geometry); Paratype; Dorsum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003477487,0.002197038,0.0008174703,0.003002028,0.003291665,0.00107328,0.001556146,0.001560132,0.02048726],"category_scores_gemma":[0.001066561,0.0005643175,0.000287163,0.00259164,0.001222059,0.002867559,0.001229679,0.002432325,0.01531771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569424,"about_ca_system_score_gemma":0.001606712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08391155,"about_ca_topic_score_gemma":0.1662065,"domain_scores_codex":[0.9995442,0.00002625642,0.00004008777,0.000148291,0.0001801119,0.00006101361],"domain_scores_gemma":[0.999518,0.00005901532,0.0001444454,0.00005553607,0.000151932,0.00007107658],"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":[0.0003351776,0.0001681171,0.01455284,0.0009001992,0.0001382424,0.002636726,0.001532379,0.001100219,0.007703627,0.003272777,0.1271,0.8405597],"study_design_scores_gemma":[0.0001537447,0.0002384419,0.2102471,0.002349199,0.0004285563,0.01156691,0.002681341,0.001375978,0.004305944,0.002231147,0.7643064,0.0001151471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.106659,0.02998654,0.01127651,0.002508076,0.003585743,0.002450397,0.02107486,0.002763732,0.8196952],"genre_scores_gemma":[0.6170319,0.02975945,0.03516712,0.005273459,0.001780855,0.002817404,0.01989147,0.0006225925,0.2876557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08391155,"threshold_uncertainty_score":0.1668462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956998473007789,"score_gpt":0.2521213589436318,"score_spread":0.2325513742135539,"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."}}