{"id":"W4205283730","doi":"10.1007/978-3-030-85375-4_5","title":"Policy Implications for Climate Change Adaptation in Malaysia","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Food security; Climate change; Sustainability; Adaptation (eye); Political economy of climate change; Environmental resource management; Public economics; Relevance (law); Sustainable development; Natural resource economics; Business; Economics; Geography; Political science; Agriculture; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005301681,0.0004067654,0.0001548629,0.0002991305,0.0008663714,0.002804955,0.0004521091,0.001377433,0.01532206],"category_scores_gemma":[0.0007399375,0.0001402106,0.0002053352,0.0009454699,0.000999575,0.00234593,0.0008604385,0.001928315,0.001587839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005022608,"about_ca_system_score_gemma":0.006095583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236913,"about_ca_topic_score_gemma":0.05776665,"domain_scores_codex":[0.9998469,0.0000591073,0.000007372566,0.00001359678,0.00002855619,0.00004432251],"domain_scores_gemma":[0.9998577,0.00005533567,0.00001995474,0.000008583819,0.00002891088,0.00002949047],"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":[0.0000520079,0.00003327163,0.0007096239,0.0006075587,0.000007976332,0.0004487667,0.002118943,0.004957658,0.0008795623,0.7721545,0.08573117,0.1322991],"study_design_scores_gemma":[0.00000711627,0.00003656118,0.002088604,0.0009802082,0.00001011168,0.0002767338,0.002703564,0.001522692,0.000677589,0.1042277,0.8874466,0.00002249734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01689074,0.08229642,0.003177266,0.0633307,0.003527211,0.00006332725,0.0003255938,0.0000955348,0.8302932],"genre_scores_gemma":[0.2780547,0.101869,0.006218758,0.008780427,0.000920309,0.0001213743,0.0002475056,0.00006998855,0.6037179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0236913,"threshold_uncertainty_score":0.05125737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13605842572871,"score_gpt":0.298603778964281,"score_spread":0.162545353235571,"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."}}