{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002102705,0.0002214284,0.0001675718,0.0001713189,0.0002265034,0.00008343776,0.0002158648,0.000108824,0.0005352885],"category_scores_gemma":[0.008213105,0.0002168034,0.00002564334,0.0009505149,0.0005720417,0.001787906,0.0003429103,0.0002172597,0.001388107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006522271,"about_ca_system_score_gemma":0.0001458365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724361,"about_ca_topic_score_gemma":0.00009067516,"domain_scores_codex":[0.9975587,0.0007413176,0.0002906224,0.0004615886,0.0003309966,0.0006167433],"domain_scores_gemma":[0.9977498,0.001533501,0.0001427136,0.0003275195,0.00001644544,0.0002300423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01060417,0.004411668,0.06220516,0.0001271529,0.0003183391,0.0006165821,0.07151525,0.001876839,0.01919865,0.09548688,0.05284385,0.6807954],"study_design_scores_gemma":[0.001501227,0.0005263574,0.1384008,0.00001532021,0.00005870464,0.0005261244,0.004737523,0.001161534,0.001221506,0.01629804,0.8347412,0.0008116519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07666478,0.0001321104,0.005794876,0.08334024,0.0001309323,0.001179933,0.000004305224,0.0001336536,0.8326192],"genre_scores_gemma":[0.943886,0.0004435416,0.03895678,0.01378366,0.0004720311,0.00004845501,0.000002155526,0.00003130654,0.002376051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8672212,"threshold_uncertainty_score":0.9993894,"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."}}