{"id":"W6968344914","doi":"10.5281/zenodo.15218352","title":"Empis (Enoplempis) sagehenensis Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Seta; Holotype; Scutellum; Femur; Dorsum; Thorax (insect anatomy)","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":[0.0003408215,0.001373124,0.0005711374,0.002254937,0.002432792,0.0006939192,0.0009925228,0.0009035195,0.01642415],"category_scores_gemma":[0.0007333492,0.0004041101,0.0002401718,0.001933807,0.001115835,0.0020487,0.0009696817,0.001631353,0.01114521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479607,"about_ca_system_score_gemma":0.001157351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04669465,"about_ca_topic_score_gemma":0.1444464,"domain_scores_codex":[0.9996996,0.00002074126,0.00002818252,0.00009242252,0.0001277358,0.00003142683],"domain_scores_gemma":[0.999644,0.00005638306,0.00009214456,0.00004530627,0.0001131897,0.00004892865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004089713,0.0002050257,0.02663806,0.001151967,0.0002164473,0.003162018,0.001974627,0.001508272,0.01105267,0.003983693,0.1236632,0.826035],"study_design_scores_gemma":[0.0002702589,0.0002682611,0.3542759,0.001575648,0.0005127091,0.01121667,0.003089342,0.00135482,0.003790157,0.002465531,0.6211013,0.00007938629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1725308,0.02547816,0.01336404,0.002507624,0.003146051,0.002761606,0.02009039,0.002196449,0.7579249],"genre_scores_gemma":[0.6749918,0.02613512,0.03306603,0.005248359,0.001539036,0.00245777,0.01743004,0.0004014761,0.2387303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04669465,"threshold_uncertainty_score":0.09284568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913430447973109,"score_gpt":0.2384831620779816,"score_spread":0.2193488575982505,"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."}}