{"id":"W3176791928","doi":"10.1016/j.enpol.2021.112419","title":"Designing flexible regulations to mitigate climate change: A cross-country comparative policy analysis","year":2021,"lang":"en","type":"article","venue":"Energy Policy","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Victoria University","keywords":"Climate change; Environmental resource management; Economics; Natural resource economics; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003085412,0.0003087418,0.0008161343,0.001761249,0.0004207522,0.0003646792,0.0002902426,0.0001699469,0.0004954672],"category_scores_gemma":[0.0001802277,0.0004128987,0.0003229372,0.003766653,0.00009553102,0.0004500368,0.0002622736,0.0001273615,0.0006661484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609396,"about_ca_system_score_gemma":0.0001108706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485475,"about_ca_topic_score_gemma":0.003313927,"domain_scores_codex":[0.9974727,0.00003446126,0.0008163464,0.000714321,0.00004924057,0.000912915],"domain_scores_gemma":[0.9984313,0.00009508695,0.0003551017,0.0006850737,0.00008667237,0.0003467524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002031729,0.00007615614,0.01952269,0.00002010379,0.0003848803,0.000006872028,0.003374539,0.009262309,0.000109537,0.9663291,0.0005641694,0.0003293011],"study_design_scores_gemma":[0.002660074,0.0001862934,0.295998,0.0001231378,0.0002960032,0.00005488399,0.00136547,0.03318654,0.01466456,0.2130978,0.4350628,0.003304446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5885589,0.003486901,0.01390654,0.03413305,0.000900785,0.0005391809,0.007967372,0.0005422354,0.3499651],"genre_scores_gemma":[0.9822713,0.000728454,0.001780931,0.007956107,0.002179802,0.0001933399,0.0004433651,0.00005592618,0.004390741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532313,"threshold_uncertainty_score":0.9998323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395663669905969,"score_gpt":0.3466960015509049,"score_spread":0.2071296345603081,"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."}}