{"id":"W6930911736","doi":"10.5281/zenodo.15388918","title":"Forcipomyia (Lasiohelea) Kieffer 1818","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","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":[0.0001110897,0.0004452577,0.0002393393,0.001569545,0.001034717,0.0003540973,0.0003589869,0.0004932962,0.009883149],"category_scores_gemma":[0.000314135,0.000117647,0.000141401,0.0007416783,0.0004663137,0.0009653116,0.0005818135,0.0002828872,0.002554938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007403885,"about_ca_system_score_gemma":0.000275879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005885735,"about_ca_topic_score_gemma":0.015792,"domain_scores_codex":[0.9999015,0.000007292055,0.000008191659,0.00003012556,0.00002781991,0.00002504569],"domain_scores_gemma":[0.9999006,0.00001949431,0.00003117938,0.000009719554,0.00002385782,0.00001514534],"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":[0.0006788209,0.0001509269,0.08302333,0.0005715573,0.00008052163,0.006604253,0.003961103,0.0009304882,0.2039942,0.00643815,0.01169534,0.6818712],"study_design_scores_gemma":[0.00008612916,0.0004394479,0.5921023,0.0002874624,0.0001684864,0.01493155,0.003771712,0.0008016737,0.01009997,0.002719065,0.3745235,0.00006861572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7719653,0.009342093,0.004006302,0.0005042657,0.0003499715,0.0001992426,0.001833941,0.0004772673,0.2113217],"genre_scores_gemma":[0.971108,0.001696201,0.002061718,0.0002420897,0.0000941801,0.00008331745,0.001027167,0.00001810051,0.02366917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009883149,"threshold_uncertainty_score":0.0330624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894458253871123,"score_gpt":0.2779842650016628,"score_spread":0.2590396824629516,"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."}}