{"id":"W3157504288","doi":"10.1080/25741292.2021.1880063","title":"Policy labs, partners and policy effectiveness in Canada","year":2021,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Legitimacy; Government (linguistics); Private sector; Public sector; Public policy; Nonprofit sector; Public administration; Business; Independence (probability theory); Public relations; Economics; Public economics; Political science; Economic growth; Politics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02799778,0.0005499327,0.0009470135,0.005445609,0.034484,0.0258819,0.003166739,0.003988196,0.01872246],"category_scores_gemma":[0.06769276,0.0009503831,0.0006377717,0.01116621,0.01206001,0.007203091,0.01447675,0.006052222,0.001003205],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2896989,"about_ca_system_score_gemma":0.5280786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990172,"about_ca_topic_score_gemma":0.9931024,"domain_scores_codex":[0.96265,0.007858651,0.00101309,0.001811109,0.01383035,0.01283676],"domain_scores_gemma":[0.9205757,0.01570006,0.003513959,0.002561124,0.02629653,0.03135272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005704354,0.0005935823,0.1369019,0.000752218,0.0001419716,0.001072029,0.06014818,0.002878802,0.0008544627,0.4071468,0.1766236,0.2123161],"study_design_scores_gemma":[0.0002037889,0.0001760777,0.1337888,0.001089766,0.0001291857,0.0002129641,0.1309206,0.003630172,0.001196506,0.02301162,0.7053082,0.0003324625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3590108,0.01114741,0.00222303,0.2319136,0.001096607,0.0008029834,0.002054861,0.000622188,0.3911286],"genre_scores_gemma":[0.9411513,0.003501324,0.001399373,0.008723547,0.0000563322,0.0001318128,0.0005103078,0.0001606862,0.04436537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2896989,"threshold_uncertainty_score":0.8238486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350119739781169,"score_gpt":0.320150223789982,"score_spread":0.2766490263921704,"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."}}