{"id":"W6968356286","doi":"10.5281/zenodo.15218548","title":"Empis (Enoplempis) holoptica Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Cove; Range (aeronautics); White (mutation); Paratype","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":[0.0003584286,0.001924333,0.0006481354,0.002547106,0.003314293,0.0009129007,0.001101284,0.001208963,0.0243794],"category_scores_gemma":[0.0009145588,0.0005475142,0.0002883905,0.001938311,0.001063424,0.002842519,0.001337227,0.002329799,0.01562088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635389,"about_ca_system_score_gemma":0.001071687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04508372,"about_ca_topic_score_gemma":0.09227604,"domain_scores_codex":[0.9997055,0.00002231325,0.00002661145,0.0001090902,0.00009763488,0.00003888376],"domain_scores_gemma":[0.9996102,0.00005785663,0.0001149806,0.00004712287,0.0001126826,0.00005705387],"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":[0.000391922,0.000214393,0.02013412,0.0009782206,0.0001325591,0.002031092,0.001585623,0.000999648,0.0081413,0.003820291,0.1524316,0.8091392],"study_design_scores_gemma":[0.0001589314,0.0001806926,0.2302853,0.001756569,0.0003141998,0.005245262,0.002263826,0.001039347,0.002413751,0.001746244,0.7545389,0.00005693407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1201792,0.0268437,0.0119672,0.002575748,0.00316617,0.00259862,0.02410356,0.001968015,0.8065978],"genre_scores_gemma":[0.5716739,0.0307386,0.03599946,0.006159178,0.001826422,0.003681434,0.02425804,0.0005737807,0.3250893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04508372,"threshold_uncertainty_score":0.08964264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839919919226998,"score_gpt":0.2514451217020214,"score_spread":0.2230459225097514,"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."}}