{"id":"W6931034754","doi":"10.5281/zenodo.15218340","title":"Empis (Enoplempis) fitzgeraldi Sinclair, Brooks & Cumming, 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Crystallography and molecular interactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Holotype; Leech; Range (aeronautics); Mill; On board","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002260077,0.0001991927,0.0001717437,0.0003100199,0.002130125,0.0006764795,0.0008869722,0.000119536,0.0437172],"category_scores_gemma":[0.0003771773,0.0002266428,0.0001555465,0.0005961171,0.0001648321,0.0001901989,0.0009168158,0.0004648637,0.002892137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549285,"about_ca_system_score_gemma":0.000009365381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000682829,"about_ca_topic_score_gemma":0.000003954923,"domain_scores_codex":[0.9983736,0.00009952786,0.0003133572,0.0005023921,0.0002875571,0.0004235707],"domain_scores_gemma":[0.9986476,0.0000344148,0.0000932629,0.0006557166,0.0004165347,0.0001524382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001128349,0.0003365726,0.00002547247,0.0002149086,0.0002220644,0.00004840073,0.0008145366,0.00005087278,0.2452756,0.008099978,0.6737532,0.07104555],"study_design_scores_gemma":[0.0004710293,0.00004639374,0.0000995241,0.00009013005,0.00003655062,0.00005219591,0.0003480169,0.0001236724,0.01197732,0.0002962218,0.9862512,0.0002077782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04557367,0.0002434676,0.005083381,0.001475027,0.0002023843,0.0002393037,0.0003611804,0.001337993,0.9454836],"genre_scores_gemma":[0.9658923,0.000101842,0.0002613088,0.0005156699,0.0001577438,1.688931e-7,0.002499065,0.0009346245,0.02963732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9203186,"threshold_uncertainty_score":0.999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213032262096052,"score_gpt":0.2654490391945772,"score_spread":0.244145812984972,"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."}}