{"id":"W6930846951","doi":"10.5281/zenodo.15388915","title":"Forcipomyia Meigen 1818","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Surgical Sutures and Adhesives","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002518223,0.00009871554,0.0001527591,0.0001580931,0.0009900252,0.0002134394,0.000324774,0.00005901034,0.01789195],"category_scores_gemma":[0.0005130598,0.00008667435,0.00008726172,0.0004718896,0.00009966853,0.00007576044,0.0004636995,0.0001904626,0.003738418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007968074,"about_ca_system_score_gemma":0.000004582231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008029037,"about_ca_topic_score_gemma":8.107896e-8,"domain_scores_codex":[0.9989815,0.0000944489,0.0001706664,0.0002724519,0.0002156615,0.0002652816],"domain_scores_gemma":[0.9991823,0.00002519187,0.00003555567,0.0003141249,0.0002904619,0.0001523804],"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":[0.0004027556,0.0003113766,0.00007685626,0.0001898671,0.0001901623,0.0000734186,0.000445637,0.000009304403,0.01365683,0.039598,0.6042325,0.3408132],"study_design_scores_gemma":[0.0006964051,0.000146376,0.004343946,0.00005552759,0.00003104305,0.00005661332,0.0001732327,0.00008623667,0.001581026,0.0003895673,0.9923566,0.00008345103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07321981,0.0005311423,0.001634925,0.006342455,0.0001788747,0.0006447038,0.00006036216,0.001029124,0.9163586],"genre_scores_gemma":[0.9784495,0.0001520227,0.0003362337,0.001241945,0.0002218625,4.114826e-8,0.0006837822,0.0007114176,0.01820316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9052297,"threshold_uncertainty_score":0.9970373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782222320833993,"score_gpt":0.2750518343451097,"score_spread":0.2472296111367697,"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."}}