{"id":"W4255291877","doi":"10.1007/s40278-015-8626-0","title":"Draft label and package guide for Canada","year":2015,"lang":"en","type":"article","venue":"Reactions Weekly","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"R package; Computer science; Programming language","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":[0.0001922973,0.00004235708,0.00006298073,0.00001864261,0.000705232,0.00003375725,0.00003857092,0.00003007129,0.00001066707],"category_scores_gemma":[0.0002642366,0.00003770272,0.00001581213,0.0001109736,0.00008740809,0.00009442327,0.00001463658,0.00003646318,0.000003494712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848696,"about_ca_system_score_gemma":0.000746327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8234828,"about_ca_topic_score_gemma":0.9545375,"domain_scores_codex":[0.9995133,0.00002214653,0.00008702221,0.00009167544,0.0001382505,0.0001476153],"domain_scores_gemma":[0.99953,0.00009834663,0.00002959956,0.00007538141,0.0001369526,0.0001297667],"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":[0.000005195356,0.00002868675,0.0006515603,0.000007548155,0.00003163373,0.000003167619,0.00306102,0.000008971773,0.00009509356,0.08935873,0.9031091,0.003639263],"study_design_scores_gemma":[0.0001742611,0.00001358072,0.0009149549,0.000003516745,0.00001293312,0.000001601881,0.008725394,0.00003007318,0.000007063028,0.0005977183,0.9894634,0.00005548871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07094032,0.001418291,0.00175893,0.1343438,0.002730749,0.0009728321,0.0001961834,0.0001820059,0.7874569],"genre_scores_gemma":[0.8765542,0.0001094097,0.001791649,0.0002922926,0.0006353222,0.00004324499,0.00001112436,0.00001027492,0.1205525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8056139,"threshold_uncertainty_score":0.5424145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425162412879173,"score_gpt":0.3259973280078184,"score_spread":0.2834810867199011,"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."}}