{"id":"W6968682466","doi":"10.5281/zenodo.15388917","title":"Forcipomyia (Lasiohelea) Kieffer 1818","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Ceratopogonidae; Taxonomy (biology); Table (database)","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":[0.0001267677,0.0004590175,0.0002285969,0.001471015,0.0008861358,0.0003119677,0.000362865,0.0004330761,0.009505357],"category_scores_gemma":[0.0003427464,0.0001176824,0.0001417506,0.0006762149,0.0004213891,0.0008682726,0.000548249,0.0002357239,0.002061917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617358,"about_ca_system_score_gemma":0.0002856067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006857069,"about_ca_topic_score_gemma":0.01934724,"domain_scores_codex":[0.9999006,0.000007707522,0.000008970586,0.00002798609,0.00002725633,0.0000275219],"domain_scores_gemma":[0.9999052,0.00001876477,0.00003253438,0.000009609589,0.00002051691,0.00001335967],"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":[0.0005723338,0.0001365104,0.1252034,0.0005848317,0.00008855869,0.005465856,0.004155402,0.00101947,0.1207936,0.005843283,0.0125271,0.7236097],"study_design_scores_gemma":[0.00006537502,0.0004119172,0.6748868,0.0003031412,0.0001514018,0.01220965,0.003098739,0.0007463461,0.005895697,0.002253239,0.2999292,0.00004855855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7803078,0.01028683,0.003700434,0.0004118681,0.0003113239,0.0002001672,0.001742084,0.0004540311,0.2025855],"genre_scores_gemma":[0.9795648,0.001613247,0.001568352,0.0001714078,0.00007621184,0.0000700891,0.000872443,0.00001364579,0.01604974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009505357,"threshold_uncertainty_score":0.0317986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772404634281117,"score_gpt":0.2321792990402777,"score_spread":0.2044552526974665,"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."}}