{"id":"W4383769703","doi":"10.56687/9781447334927-024","title":"Trends and directions in Canadian policy analysis and policy advice","year":2018,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Advice (programming); Political science; Psychology; 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":[0.03206331,0.001608504,0.001740018,0.01776339,0.01514666,0.02973342,0.005602965,0.008352705,0.03635603],"category_scores_gemma":[0.05971662,0.001158527,0.001487413,0.04178857,0.01758969,0.01239583,0.004525582,0.009655427,0.002875053],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3220958,"about_ca_system_score_gemma":0.5733562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920443,"about_ca_topic_score_gemma":0.9950033,"domain_scores_codex":[0.9745442,0.003728852,0.001043882,0.001314007,0.01457353,0.00479562],"domain_scores_gemma":[0.9437071,0.01450283,0.0009682188,0.001101082,0.03469384,0.005027021],"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":[0.00003141378,0.00002884874,0.0007574299,0.0007200135,0.00002589555,0.00004347559,0.002223299,0.000781303,0.0000913295,0.34367,0.5666065,0.08502056],"study_design_scores_gemma":[0.00001624486,0.000006540011,0.002779131,0.001774047,0.00003286626,0.00002102037,0.004412469,0.0008197076,0.0001175025,0.06849676,0.921446,0.00007768747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002852248,0.1486483,0.002179597,0.6412446,0.008418729,0.00005871822,0.001379441,0.0002543462,0.194964],"genre_scores_gemma":[0.1484713,0.3759968,0.02365645,0.1360573,0.008234457,0.0002234285,0.00311337,0.0007295642,0.3035174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6779041,"threshold_uncertainty_score":0.7862728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347429318120791,"score_gpt":0.3430809924602078,"score_spread":0.3096066992789999,"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."}}