{"id":"W1968942643","doi":"10.1007/s11077-009-9099-x","title":"Implementing transition management as policy reforms: a case study of the Dutch energy sector","year":2009,"lang":"en","type":"article","venue":"Policy Sciences","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":503,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Economic and Social Research Council","keywords":"Typology; Order (exchange); Government (linguistics); Sustainability; Public economics; Economics; Scale (ratio); Business; Energy transition; Transition (genetics); Economic system; Finance; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001505471,0.0001241606,0.0001490817,0.0003859621,0.002275175,0.0001178011,0.000571508,0.00003846037,0.00004549577],"category_scores_gemma":[0.00008590922,0.00008523532,0.00009302613,0.002399245,0.0003793699,0.0003164978,0.0000466654,0.00009305163,0.000002920973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001303356,"about_ca_system_score_gemma":0.0004142321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4192584,"about_ca_topic_score_gemma":0.04341053,"domain_scores_codex":[0.9976417,0.0003484268,0.0002941522,0.0002731971,0.0007113499,0.0007312171],"domain_scores_gemma":[0.9994987,0.00005626348,0.00009406066,0.0001956928,0.0000402511,0.0001150522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001056905,0.0003251962,0.001765553,0.00001238901,0.00003470997,0.00006252529,0.3337685,0.0002030008,0.0002573297,0.5998287,0.0000686824,0.06366293],"study_design_scores_gemma":[0.001922285,0.001626354,0.03043282,0.00009968106,0.0001191699,0.0002382408,0.8684651,0.0002828294,0.001132088,0.06018593,0.03476905,0.0007264139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302405,0.00001789908,0.0000553005,0.009870354,0.00005371849,0.0002578459,0.000003318862,0.00004625012,0.1594548],"genre_scores_gemma":[0.9971982,0.00003084802,0.00004506361,0.001654051,0.000464563,0.00001264617,2.700945e-7,0.000004667493,0.0005897135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5396427,"threshold_uncertainty_score":0.9990237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920739064554384,"score_gpt":0.3907986222388164,"score_spread":0.3515912315932725,"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."}}