{"id":"W6945183022","doi":"10.25446/oxford.25922980","title":"National Registration ID Card","year":2024,"lang":"en","type":"other","venue":"University of Oxford","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Report card; Payment; Certification","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002903562,0.00007225843,0.00008193705,0.0000447776,0.00001477502,0.000002756024,0.00008948889,0.0001236763,0.00007648504],"category_scores_gemma":[0.000004450172,0.00008523031,0.00005990849,0.0000220304,0.00005530488,1.11626e-7,0.0000643871,0.00003090931,0.00002179126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007817922,"about_ca_system_score_gemma":0.00006004938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007554069,"about_ca_topic_score_gemma":0.000331698,"domain_scores_codex":[0.9996734,0.000006272856,0.00004006652,0.0001531433,0.0000731792,0.0000539152],"domain_scores_gemma":[0.9997979,0.000001172105,0.00005549421,0.00009795183,0.00003164729,0.00001587519],"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":[0.00001016466,0.000008133355,0.00005677334,0.00004711864,0.0001638258,0.000002032593,0.00002641809,0.000005151365,0.005781249,0.0005915214,0.9930612,0.0002464364],"study_design_scores_gemma":[0.00009449555,0.00004364088,0.00009770074,0.00001746985,0.00002926848,0.00000128291,0.00005636286,0.000002229006,0.0002348332,0.0001247847,0.9992157,0.00008219777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001067825,0.002074935,0.0001338494,0.00007185072,0.0001630272,0.00006896719,0.0002245976,0.000005222328,0.9961897],"genre_scores_gemma":[0.02635282,0.001806951,0.0008502565,0.00002079462,0.000214912,1.229724e-7,0.0001567957,0.00005685034,0.9705405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02564923,"threshold_uncertainty_score":0.3475591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058105314833074,"score_gpt":0.2079091368170255,"score_spread":0.1973280836686947,"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."}}