{"id":"W6949248273","doi":"10.5281/zenodo.15218302","title":"Empis (Enoplempis) collinsi 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; Spur; Acute angle; Fascicle; Apex (geometry); Orbit (dynamics)","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":[0.0006205204,0.002348064,0.001071622,0.003432472,0.004471185,0.001316849,0.001659852,0.001665749,0.02670467],"category_scores_gemma":[0.001413618,0.0006839755,0.0003346415,0.002967674,0.001840956,0.003223823,0.001507357,0.002977264,0.02132323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002805129,"about_ca_system_score_gemma":0.001835663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08325117,"about_ca_topic_score_gemma":0.1642779,"domain_scores_codex":[0.9993635,0.00004659364,0.00005268736,0.0002010617,0.0002541066,0.00008208881],"domain_scores_gemma":[0.9993109,0.00009899089,0.0001776131,0.00007326846,0.0002550948,0.00008425494],"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":[0.0003273826,0.0001614264,0.0121997,0.0009685808,0.0001103729,0.002459752,0.001820184,0.0008889384,0.005702868,0.00417682,0.1717098,0.7994742],"study_design_scores_gemma":[0.0001254047,0.0001787015,0.1264085,0.001827304,0.000315116,0.007471307,0.002412095,0.0008211321,0.002936742,0.001397983,0.8560205,0.00008528936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05790605,0.03140353,0.01264742,0.003023504,0.003818766,0.00261338,0.01525242,0.002085891,0.871249],"genre_scores_gemma":[0.5363564,0.03757542,0.03559644,0.006193731,0.002433138,0.003841336,0.0209614,0.0006867574,0.3563554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08325117,"threshold_uncertainty_score":0.1655332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883552471364075,"score_gpt":0.2479336273935403,"score_spread":0.2290981026798996,"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."}}