{"id":"W6889129269","doi":"10.25446/oxford.25922980.v1","title":"National Registration ID Card","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","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":["insufficient_payload"],"category_scores_codex":[0.003777903,0.000566326,0.0006689671,0.002926788,0.005222065,0.004912787,0.001859217,0.002471655,0.489886],"category_scores_gemma":[0.01255131,0.0006412749,0.0004576613,0.002789206,0.000681375,0.003895859,0.003435529,0.002599536,0.5375315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003333756,"about_ca_system_score_gemma":0.01180677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05488827,"about_ca_topic_score_gemma":0.07402579,"domain_scores_codex":[0.9965243,0.000581982,0.0003679824,0.0003531891,0.001455908,0.000716607],"domain_scores_gemma":[0.9897131,0.0008338118,0.0003304512,0.001106235,0.006713691,0.001302687],"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":[0.00001067944,0.00001342725,0.0001556288,0.00001854794,4.333258e-7,0.00001951058,0.0000512001,0.000008830986,0.00003443207,0.003937966,0.9870455,0.008703835],"study_design_scores_gemma":[0.000004752905,0.000004801323,0.0003822763,0.00002104545,8.077406e-7,0.00002952039,0.00008345001,0.00002125329,0.00005567436,0.0003077554,0.9990823,0.00000626667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005368363,0.0001104049,0.0007903945,0.001604615,0.001074463,0.000271755,0.01505242,0.00122159,0.9793376],"genre_scores_gemma":[0.002583028,0.0001917011,0.001016874,0.0017935,0.000172844,0.0002901139,0.01499532,0.0005720411,0.9783845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5101141,"threshold_uncertainty_score":0.7276158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06908409384657158,"score_gpt":0.3681048410425197,"score_spread":0.2990207471959482,"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."}}