{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002278461,0.0001211977,0.0001197699,0.00004353053,0.00166246,0.0005166448,0.0008040823,0.00005835318,0.01909588],"category_scores_gemma":[0.0004477205,0.00006170382,0.00007781503,0.0007051632,0.00009845513,0.000221849,0.0007528056,0.0001358282,0.005199681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006410572,"about_ca_system_score_gemma":0.000001683787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003413341,"about_ca_topic_score_gemma":0.000002614593,"domain_scores_codex":[0.9987377,0.000182642,0.0001694238,0.0003592278,0.0002243719,0.0003266155],"domain_scores_gemma":[0.9993517,0.00004456539,0.00004686079,0.0001227153,0.0002963041,0.0001378463],"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":[0.0001291625,0.0002388431,0.00008311377,0.00003768845,0.0000473294,0.00001179169,0.00007624767,0.000004996846,0.2026652,0.01736673,0.4103167,0.3690221],"study_design_scores_gemma":[0.0001507303,0.0002019882,0.04710156,0.00002198477,0.00001285484,0.000008348704,0.0001308984,0.00004781591,0.001418884,0.0003487237,0.9504309,0.0001253521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7329036,0.000369518,0.0001576563,0.00516975,0.0001647158,0.0006758663,0.0004159949,0.001659737,0.2584831],"genre_scores_gemma":[0.9953168,0.00004540566,0.00003191635,0.0006890261,0.0001341453,6.050276e-8,0.000825635,0.00005223029,0.00290478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5401141,"threshold_uncertainty_score":0.9996372,"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."}}