{"id":"W6949962877","doi":"10.5281/zenodo.15218536","title":"Empis (Enoplempis) dubitata 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":"Seta; Holotype; Femur; Pedicel; Lobe; Scape","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":[0.0003628956,0.001898436,0.000768084,0.002574431,0.002940574,0.0008265211,0.001327413,0.00121438,0.01368185],"category_scores_gemma":[0.0008255061,0.0005104625,0.000314109,0.001692339,0.001223365,0.002498857,0.001262972,0.002215257,0.01185746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585637,"about_ca_system_score_gemma":0.0008824731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02664496,"about_ca_topic_score_gemma":0.06749066,"domain_scores_codex":[0.9996872,0.00002641787,0.00002991061,0.0001246796,0.00009922943,0.00003258733],"domain_scores_gemma":[0.999574,0.00005942505,0.0001288951,0.00005094419,0.0001328048,0.00005385718],"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":[0.000387486,0.0002389812,0.02336251,0.001147055,0.000223249,0.003123085,0.002072266,0.001633979,0.01122417,0.003459346,0.08928339,0.8638446],"study_design_scores_gemma":[0.0001766338,0.0002225768,0.2603295,0.001782693,0.0004020659,0.01025298,0.002707486,0.001548763,0.003581775,0.00201204,0.7169005,0.00008286518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1793881,0.04324926,0.01823551,0.003227028,0.003941709,0.002946051,0.02175981,0.003184686,0.7240679],"genre_scores_gemma":[0.7101818,0.02860181,0.03662614,0.005425405,0.001657964,0.003515795,0.01946952,0.0005255901,0.193996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02664496,"threshold_uncertainty_score":0.05297977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948384981614809,"score_gpt":0.2502674499343686,"score_spread":0.2307836001182205,"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."}}