{"id":"W6893161047","doi":"10.5281/zenodo.15388916","title":"Forcipomyia Meigen 1818","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Subgenus; Ceratopogonidae; Lacertidae; Subpoena","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":[0.00007458268,0.0005192378,0.0002684186,0.0009774631,0.0008105263,0.0002742005,0.0002523859,0.0005280323,0.01194551],"category_scores_gemma":[0.0001901974,0.0001045539,0.0002055598,0.00054656,0.0003796639,0.0005471467,0.0005430502,0.0003890956,0.002511054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048881,"about_ca_system_score_gemma":0.0003784735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007510645,"about_ca_topic_score_gemma":0.01470209,"domain_scores_codex":[0.9999117,0.000006971602,0.000007182636,0.00003281147,0.00001562295,0.00002576237],"domain_scores_gemma":[0.9999447,0.00000863826,0.00002044478,0.00000635414,0.0000116886,0.000008173954],"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":[0.001599154,0.0001550648,0.09269201,0.001189059,0.0001038369,0.007127472,0.005020607,0.0005950766,0.2924345,0.007476732,0.02532947,0.5662771],"study_design_scores_gemma":[0.00007692815,0.0004696547,0.4134658,0.0003764956,0.0001062618,0.01191638,0.001560184,0.0002789741,0.006806069,0.001225061,0.5636828,0.000035433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6753027,0.02775967,0.003230819,0.002051129,0.000986445,0.0003750611,0.009663904,0.0005026678,0.2801276],"genre_scores_gemma":[0.9468607,0.004642917,0.003021927,0.0005957794,0.0002382671,0.0001258182,0.004609145,0.00003367604,0.03987166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194551,"threshold_uncertainty_score":0.03996176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405687351118216,"score_gpt":0.2943874353229537,"score_spread":0.2603305618117716,"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."}}