{"id":"W6893337935","doi":"10.5281/zenodo.15218483","title":"Empis (Enoplempis) flavobulla Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Paratype; Seta; Occiput; Thorax (insect anatomy); Basal (medicine)","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":[0.0003708641,0.001792172,0.0006821888,0.002624338,0.002883515,0.0008664362,0.001304082,0.001135442,0.01730847],"category_scores_gemma":[0.0007622329,0.0004548745,0.0003238626,0.002201678,0.0009398808,0.002277193,0.001109532,0.002051571,0.01354563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677441,"about_ca_system_score_gemma":0.001111557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06318931,"about_ca_topic_score_gemma":0.144382,"domain_scores_codex":[0.9997148,0.00002104853,0.00002779903,0.0001059309,0.00009855539,0.00003188826],"domain_scores_gemma":[0.9996388,0.0000490858,0.00009733933,0.00004208465,0.0001193031,0.00005334549],"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":[0.0003206454,0.0001945963,0.01988125,0.0007687168,0.0001367942,0.002411781,0.001366118,0.001005303,0.009335906,0.00214166,0.09569523,0.866742],"study_design_scores_gemma":[0.0001800294,0.0002548168,0.3110854,0.001596233,0.0003981829,0.00837023,0.002632083,0.001398386,0.003806027,0.001541433,0.66866,0.00007715239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1637131,0.03156168,0.01398217,0.002754131,0.003305449,0.00267613,0.02416601,0.002290786,0.7555506],"genre_scores_gemma":[0.6047415,0.02829525,0.04012211,0.005388297,0.001460917,0.002843171,0.0277199,0.0004451552,0.2889838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06318931,"threshold_uncertainty_score":0.1256431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342958839195366,"score_gpt":0.2396574764438145,"score_spread":0.2062278880518608,"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."}}