{"id":"W4242273714","doi":"10.2307/j.ctt22rbkbb.26","title":"Trends and directions in Canadian policy analysis and policy advice","year":2018,"lang":"en","type":"book-chapter","venue":"Bristol University Press eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Advice (programming); Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747488,0.000150047,0.0002627786,0.001150266,0.0007588969,0.00008492457,0.0002570385,0.0002738876,0.00005685757],"category_scores_gemma":[0.00004312333,0.00018869,0.00009186741,0.0002540057,0.0009294232,0.0001138254,0.00009147239,0.0001564654,0.000001776964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008728615,"about_ca_system_score_gemma":0.00122698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961286,"about_ca_topic_score_gemma":0.9966714,"domain_scores_codex":[0.99887,0.00005502274,0.0001007618,0.0003661824,0.0002273461,0.0003807208],"domain_scores_gemma":[0.9991487,0.00004283951,0.0001335393,0.0001446185,0.00006775746,0.0004625066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001524165,0.000006123685,0.002927212,0.000008431419,0.0001847257,0.00005746471,0.01803799,9.088305e-7,3.520495e-7,0.93024,0.006811001,0.04171059],"study_design_scores_gemma":[0.0001038681,0.00001090343,0.01316942,0.00001672713,0.000141975,6.724668e-7,0.0006099777,0.00001239676,1.546018e-7,0.0008925862,0.9848433,0.0001979859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001270112,0.0001710062,0.000001905198,0.001351929,0.00005066451,0.00008730643,0.0001738911,0.00003577756,0.9968574],"genre_scores_gemma":[0.05401364,0.0007076929,0.00002077981,0.00009692011,0.0002944571,3.634334e-7,0.000004171249,0.000007814026,0.9448541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9780324,"threshold_uncertainty_score":0.7694555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816946297671282,"score_gpt":0.2635874276453782,"score_spread":0.2454179646686654,"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."}}