{"id":"W4378436250","doi":"10.1515/9780228001997-003","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.001046026,0.0009477292,0.0007083808,0.001819026,0.00258745,0.004356657,0.001480493,0.001715714,0.6398183],"category_scores_gemma":[0.00721199,0.0003550178,0.0005178364,0.001460307,0.000659581,0.003386082,0.002333154,0.003169942,0.4737663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205396,"about_ca_system_score_gemma":0.002717827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313309,"about_ca_topic_score_gemma":0.006521758,"domain_scores_codex":[0.9991204,0.0001098163,0.00005517287,0.0001648556,0.0004418486,0.0001079388],"domain_scores_gemma":[0.9968531,0.0003871082,0.0001117254,0.0002572488,0.001768033,0.0006228507],"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":[0.00001233912,0.00001007697,0.00006154784,0.00005933574,8.044802e-7,0.00002669054,0.00005790968,0.00001787157,0.00005627533,0.002323756,0.9746373,0.02273608],"study_design_scores_gemma":[0.000001939219,0.000007019598,0.0001802046,0.00006531991,5.525303e-7,0.00003585313,0.00007324558,0.00001016231,0.00002574843,0.0006654538,0.9989322,0.000002364304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007595297,0.005547749,0.002036234,0.02118413,0.07561949,0.0004126295,0.007498244,0.001225426,0.8857166],"genre_scores_gemma":[0.002564168,0.002460466,0.0006943722,0.004555513,0.007134984,0.0001580928,0.004131572,0.0004037395,0.9778972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9946867,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283190229090746,"score_gpt":0.2252789032098632,"score_spread":0.2024470009189558,"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."}}