{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003477118,0.0005950981,0.0006892048,0.003279058,0.003697846,0.003852896,0.001728176,0.00183444,0.5398943],"category_scores_gemma":[0.01029461,0.0004812415,0.0003547184,0.003331971,0.0006145252,0.003166108,0.003019875,0.001906775,0.5410666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597079,"about_ca_system_score_gemma":0.007452382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03035693,"about_ca_topic_score_gemma":0.04000182,"domain_scores_codex":[0.9972843,0.0004700396,0.0002810927,0.0003464464,0.001112424,0.0005057614],"domain_scores_gemma":[0.991128,0.0006765601,0.0003542923,0.001171399,0.005467763,0.001201965],"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":[0.00002294553,0.00002146823,0.0003307279,0.00002450318,6.332221e-7,0.00003159874,0.00005233176,0.0000158275,0.00006612805,0.00545786,0.976661,0.01731504],"study_design_scores_gemma":[0.000004591194,0.000005654395,0.0004728451,0.00001772228,7.59891e-7,0.00004043611,0.00007000077,0.00002691017,0.00007471118,0.0003206934,0.9989601,0.000005528997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009517325,0.0001529018,0.001324749,0.001720856,0.001108352,0.0002826756,0.02068606,0.001539284,0.9722334],"genre_scores_gemma":[0.00355136,0.0002211976,0.001487003,0.001220089,0.0001567078,0.0002407658,0.02257422,0.0005679673,0.9699807],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5398943,"threshold_uncertainty_score":0.6562849,"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."}}