{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222216,0.0001728539,0.0002228161,0.0003920886,0.0002163908,0.0001235364,0.0001030114,0.0001066657,0.00000792167],"category_scores_gemma":[0.006126485,0.0001784244,0.00001333035,0.001830242,0.0001145226,0.0006741088,0.0002369464,0.0002591735,0.000007881675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541551,"about_ca_system_score_gemma":0.002570335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7178833,"about_ca_topic_score_gemma":0.09188949,"domain_scores_codex":[0.9987707,0.0002209565,0.0002036376,0.0002908139,0.0001488699,0.0003650723],"domain_scores_gemma":[0.9986764,0.0008675875,0.0001360618,0.0001408184,0.0001590042,0.00002012962],"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":[0.0001379216,0.000052131,0.008963519,0.000157979,0.00006380778,0.000123884,0.0003277008,0.00001726208,0.0002932965,0.9591784,0.0008758601,0.02980827],"study_design_scores_gemma":[0.003701311,0.00003805649,0.3496977,0.000205322,0.0001126719,0.0002690938,0.007398939,0.001148464,0.002652539,0.2745115,0.3587548,0.00150964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3526874,0.001656637,0.008760462,0.2866962,0.0005769256,0.001813339,0.00001389842,0.0003096199,0.3474855],"genre_scores_gemma":[0.979867,0.0002364342,0.001837124,0.01721033,0.0005712814,0.00004744338,0.000007783549,0.0000193044,0.0002032869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6846669,"threshold_uncertainty_score":0.9246812,"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."}}