{"id":"W6893319029","doi":"10.5281/zenodo.15218411","title":"Empis (Enoplempis) geneatis","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Sciaridae; Holotype; Ridge; Predation; Type (biology)","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":[0.0001079065,0.0006064022,0.0002667946,0.001194669,0.001696595,0.0004871361,0.0005126828,0.0004756069,0.01888253],"category_scores_gemma":[0.0003299517,0.0001587608,0.0001435862,0.0006481963,0.0008417912,0.001340922,0.001333345,0.0007022918,0.004977622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007795339,"about_ca_system_score_gemma":0.0002878315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815962,"about_ca_topic_score_gemma":0.01144602,"domain_scores_codex":[0.999841,0.00001534856,0.00001103676,0.00005953191,0.00004914313,0.0000239696],"domain_scores_gemma":[0.9998971,0.00001753046,0.00003555711,0.00001361337,0.00002353615,0.00001274071],"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":[0.0005908496,0.0002035637,0.02763141,0.001054046,0.00009231507,0.005205853,0.003991332,0.0009898895,0.03866091,0.02070414,0.07220611,0.8286695],"study_design_scores_gemma":[0.00005832071,0.0001544064,0.1623862,0.0003820006,0.00009922616,0.008247469,0.001324868,0.0004019794,0.004597172,0.002374099,0.8199431,0.00003122465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3014593,0.01018888,0.006628667,0.00126361,0.0006731313,0.0003444981,0.004468252,0.0008330135,0.6741406],"genre_scores_gemma":[0.8870693,0.003356954,0.004894173,0.0009521859,0.0002427901,0.0001635694,0.002552472,0.00009596444,0.1006725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01888253,"threshold_uncertainty_score":0.06316829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895437642497947,"score_gpt":0.2411311401148396,"score_spread":0.2121767636898601,"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."}}