{"id":"W4312905061","doi":"10.1079/cabicompendium.108663","title":"Quebec","year":2022,"lang":"en","type":"dataset","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006249654,0.001659084,0.001362734,0.004589424,0.001681156,0.00301067,0.002296383,0.001506207,0.1281606],"category_scores_gemma":[0.006087649,0.0005561734,0.001058581,0.01217864,0.0004557749,0.001314418,0.001211853,0.001595773,0.07599912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023794,"about_ca_system_score_gemma":0.01462213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9229805,"about_ca_topic_score_gemma":0.9473116,"domain_scores_codex":[0.9991248,0.0001128603,0.00006856354,0.0002235106,0.0002653834,0.0002048456],"domain_scores_gemma":[0.9960752,0.0005336776,0.0001810545,0.0004597063,0.002436798,0.000313444],"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":[0.00003397009,0.000008660072,0.0007032413,0.0001909139,0.00001961927,0.00001214907,0.00001789424,0.0002053075,0.00003693314,0.0006026284,0.9957144,0.002454193],"study_design_scores_gemma":[0.00008328149,0.000008945598,0.006273936,0.0003995762,0.00003022499,0.00003181332,0.0001179202,0.0009303734,0.0001878466,0.0007540712,0.9911452,0.00003671439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001371605,0.00008933529,0.00005077605,0.00009590504,0.00001866265,0.000006752181,0.9976287,0.000179847,0.001792833],"genre_scores_gemma":[0.000919633,0.0001218658,0.0002396159,0.00008438314,0.000006055473,0.00002749195,0.9948533,0.00008052587,0.003667127],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1281606,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053598019839906,"score_gpt":0.5632018639728408,"score_spread":0.3578420619888502,"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."}}