{"id":"W4413491571","doi":"10.1007/978-3-031-97788-6_21","title":"Maps","year":2025,"lang":"en","type":"book-chapter","venue":"Health information technology standards","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[0.0004959428,0.001071307,0.0005975005,0.002979078,0.00121389,0.005834974,0.00168893,0.001290989,0.6506509],"category_scores_gemma":[0.003379734,0.0005028484,0.0007314253,0.003691974,0.0004892295,0.004658368,0.002716677,0.001224865,0.5554873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009380396,"about_ca_system_score_gemma":0.001163673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005533808,"about_ca_topic_score_gemma":0.006961085,"domain_scores_codex":[0.9993545,0.00007585291,0.00003186674,0.0001440347,0.000321812,0.00007195032],"domain_scores_gemma":[0.9987434,0.0002152388,0.00004587706,0.0003688736,0.0004834051,0.0001433592],"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":[0.00003850546,0.00001524707,0.0001444801,0.0001573972,0.000007031827,0.00004875491,0.0001100495,0.0003584975,0.0004432841,0.02651606,0.8398122,0.1323485],"study_design_scores_gemma":[0.000002750393,0.000002130621,0.00007644358,0.00002353237,0.000001498143,0.00002877464,0.0000378291,0.0001227618,0.000164448,0.004004282,0.9955311,0.000004502609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007561254,0.000778172,0.02767068,0.001618713,0.001563052,0.000144091,0.0413305,0.02064273,0.905496],"genre_scores_gemma":[0.008368431,0.001427431,0.01581666,0.0008680237,0.0004522214,0.0001764619,0.04388563,0.008275772,0.9207295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6506509,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450364653137334,"score_gpt":0.247254418308815,"score_spread":0.2327507717774417,"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."}}