{"id":"W6931103416","doi":"10.5281/zenodo.15218588","title":"Empis (Enoplempis) joanae Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Seta; Holotype; Apex (geometry); Dorsum; Phallus (fungus); 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":[0.0003908869,0.001450605,0.0006438531,0.002433238,0.002513545,0.0008260919,0.001304584,0.001278194,0.02254045],"category_scores_gemma":[0.0009276563,0.0004283474,0.0002527685,0.001840469,0.001013819,0.002479614,0.001164519,0.002135025,0.01537896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012704,"about_ca_system_score_gemma":0.00105039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03291998,"about_ca_topic_score_gemma":0.07870181,"domain_scores_codex":[0.9996921,0.00002419734,0.00002903388,0.000104545,0.0001143792,0.00003569416],"domain_scores_gemma":[0.9996215,0.00005426643,0.0001071609,0.00004069868,0.0001250677,0.00005130097],"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":[0.0003460367,0.0001753868,0.01469544,0.001037315,0.0001359418,0.002857522,0.001548985,0.0009956146,0.008276305,0.003474516,0.1586584,0.8077984],"study_design_scores_gemma":[0.0001324379,0.0001863131,0.1568072,0.001648744,0.0002480657,0.007614277,0.002118006,0.0007917093,0.002572102,0.001518125,0.8263022,0.00006090921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09057809,0.02653895,0.01129538,0.002797609,0.004028345,0.002182163,0.01574777,0.001762459,0.8450691],"genre_scores_gemma":[0.5225994,0.03046038,0.04015247,0.006120378,0.002001923,0.003372152,0.018774,0.000559649,0.3759598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03291998,"threshold_uncertainty_score":0.0754053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017834487528687,"score_gpt":0.3037182234862701,"score_spread":0.2735398786109832,"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."}}