{"id":"W2794770658","doi":"10.1080/25741292.2018.1436376","title":"Policy adaptability in practice","year":2018,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Institute for Sustainable Development","funders":"Natural Resources Canada","keywords":"Adaptability; Adaptation (eye); Climate change; Public policy; Adaptive strategies; Sustainable development; Adaptive capacity; Sustainability; Risk analysis (engineering); Process management; Political science; Management science; Business; Economic growth; Engineering; Economics; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05465602,0.0009380293,0.000720379,0.003512515,0.008307862,0.02118839,0.003112933,0.007650477,0.01582353],"category_scores_gemma":[0.07376782,0.0008094034,0.00102033,0.004290004,0.03504334,0.01317844,0.01292293,0.006990341,0.002812277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01944813,"about_ca_system_score_gemma":0.03345334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007246226,"about_ca_topic_score_gemma":0.006416176,"domain_scores_codex":[0.9364908,0.04636458,0.002740925,0.005281229,0.005777899,0.00334462],"domain_scores_gemma":[0.9419023,0.03783904,0.002224111,0.009939859,0.005232967,0.002861729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001394959,0.00006135519,0.00118011,0.0002074105,0.00001646178,0.0001489129,0.01121827,0.002551336,0.0001900883,0.9438887,0.008086236,0.0324373],"study_design_scores_gemma":[0.00003398257,0.00004698588,0.0006061889,0.0006148298,0.00001208731,0.0001597554,0.0104696,0.002377421,0.0003579179,0.6435244,0.3417711,0.0000257815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0175611,0.00199534,0.2378397,0.07856456,0.000881714,0.000831394,0.0001149099,0.0008261045,0.6613853],"genre_scores_gemma":[0.7216781,0.002512078,0.2171494,0.01048,0.0003955765,0.002653209,0.0002079308,0.0004096792,0.044514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05465602,"threshold_uncertainty_score":0.2890521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852118242027232,"score_gpt":0.3155933192734526,"score_spread":0.2870721368531803,"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."}}