{"id":"W2621148081","doi":"10.1080/14494035.2017.1321230","title":"Policy learning and policy networks in theory and practice: the role of policy brokers in the Indonesian biodiesel policy network","year":2017,"lang":"en","type":"article","venue":"Policy and Society","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Policy learning; Sustainability; Indonesian; Corporate governance; Network governance; Phenomenon; Actor–network theory; Policy analysis; Economics; Palm oil; Business; Sociology; Political science; Computer science; Public administration; Social science; Epistemology; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007159695,0.0003467381,0.0004730484,0.0003479402,0.003568387,0.0005745351,0.0007316169,0.0003986867,0.000003435082],"category_scores_gemma":[0.009150634,0.0002549946,0.0001669017,0.001459513,0.003119933,0.0006217958,0.000304708,0.001173162,0.000001234412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190922,"about_ca_system_score_gemma":0.001587303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3531471,"about_ca_topic_score_gemma":0.006606069,"domain_scores_codex":[0.994695,0.002657033,0.0004664301,0.0004361458,0.0004149746,0.001330437],"domain_scores_gemma":[0.9953746,0.003512866,0.0003332185,0.0004504622,0.00006579747,0.0002630154],"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":[0.00007881624,0.000044464,0.04619035,0.00002861961,0.00005949778,0.000001892885,0.2061789,0.0001666113,0.00002425184,0.7154595,0.00007957443,0.03168753],"study_design_scores_gemma":[0.002216973,0.0001749876,0.5906436,0.0002056497,0.00007702218,0.00005156922,0.1777887,0.0008797009,0.000008703833,0.1643776,0.06286229,0.0007131463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4588853,0.006061558,0.0001372587,0.2817075,0.00009850239,0.001479696,0.00003772794,0.0001187088,0.2514738],"genre_scores_gemma":[0.9685459,0.02000885,0.0000646071,0.006293829,0.004651873,0.00003698139,0.000002664662,0.00003172886,0.0003636247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5510819,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01496327315326193,"score_gpt":0.3689727395027513,"score_spread":0.3540094663494894,"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."}}