{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002420852,0.00008616196,0.0001003222,0.00003229462,0.002119782,0.0002125744,0.000458602,0.00005276239,0.009928431],"category_scores_gemma":[0.0002202028,0.00004231591,0.00004163987,0.0004444275,0.0001446373,0.00008309855,0.000639652,0.0001105905,0.002332909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003490802,"about_ca_system_score_gemma":6.458717e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004019108,"about_ca_topic_score_gemma":0.000006159783,"domain_scores_codex":[0.999126,0.0001339915,0.0001329152,0.0002533365,0.0001212576,0.0002324791],"domain_scores_gemma":[0.9995809,0.00003656483,0.0000347227,0.00008504794,0.0002064589,0.00005626516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004375873,0.00009344135,0.0001832097,0.00001544568,0.0000532286,0.000008395265,0.0003137348,0.000003581632,0.01315157,0.01823785,0.3595792,0.6083166],"study_design_scores_gemma":[0.0001234091,0.0001253101,0.01766524,0.00001217387,0.000008298947,0.00001503017,0.0002023334,0.00001584388,0.0008080733,0.001097735,0.9798409,0.00008566963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387693,0.0003858551,0.0001728041,0.006500055,0.0002195649,0.0003123935,0.0001919598,0.0008389846,0.4526091],"genre_scores_gemma":[0.9958706,0.00009030459,0.00006002355,0.0006397802,0.00009213176,3.541436e-8,0.0007497637,0.00002324678,0.002474124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6202617,"threshold_uncertainty_score":0.9991793,"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."}}