{"id":"W2552384097","doi":"10.1111/ropr.12210","title":"Advocacy Coalitions in Ontario Land Use Policy Development","year":2016,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Homophily; Government (linguistics); Urban sprawl; Conurbation; Perspective (graphical); Empirical evidence; Negotiation; Public administration; Sociology; Political science; Land use; Economics; Law; Economy; Social science","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":[0.004249255,0.00009531494,0.0002853143,0.0006567326,0.0002901072,0.00003348101,0.0003869123,0.00006982874,0.0005678886],"category_scores_gemma":[0.00416854,0.00006837164,0.00007757302,0.001318541,0.0003991504,0.0002338465,0.00007583159,0.0003077289,0.0001873295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297721,"about_ca_system_score_gemma":0.01266879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8151347,"about_ca_topic_score_gemma":0.6233044,"domain_scores_codex":[0.9966399,0.001164947,0.0004073938,0.0002052214,0.0007988571,0.0007836814],"domain_scores_gemma":[0.9983346,0.0009014155,0.00003979529,0.0002523674,0.0002202405,0.0002515631],"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":[0.00004219159,0.0003923676,0.3082824,0.002919429,0.00006626867,0.00001924844,0.06870543,7.196185e-7,0.0004559555,0.3339474,0.007756945,0.2774116],"study_design_scores_gemma":[0.0002609931,0.0000231202,0.1110029,0.005383084,0.000002429497,9.561967e-7,0.0001308734,5.937481e-8,0.00005796899,0.00109454,0.8819456,0.00009754303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3785304,0.01152085,0.0001195844,0.1574148,0.00008729677,0.002612674,0.00004269589,0.0001068722,0.4495648],"genre_scores_gemma":[0.9103649,0.06829263,0.0002497967,0.0009928202,0.0004408316,0.0001066727,0.000005741716,0.00001981696,0.01952677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8741886,"threshold_uncertainty_score":0.9929284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2732391128957728,"score_gpt":0.5208284229355058,"score_spread":0.247589310039733,"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."}}