{"id":"W2566677771","doi":"10.2139/ssrn.2854522","title":"Integrating Climate Change into EA: Thoughts on Federal Law Reform","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Climate change; Law reform; Environmental law; Political science; Federal law; Law; Law and economics; Economics; Legislation","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":[0.002701555,0.0001462393,0.0001966257,0.00005971907,0.001923197,0.0001987385,0.0003169343,0.0001171702,0.000022354],"category_scores_gemma":[0.0001171111,0.00008350567,0.0001025973,0.0001797093,0.000142605,0.000750305,0.00003488268,0.0007878767,0.0001067784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585564,"about_ca_system_score_gemma":0.0008900327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01915378,"about_ca_topic_score_gemma":0.2670569,"domain_scores_codex":[0.9966785,0.0001679004,0.0002814225,0.0001983511,0.0004621286,0.002211701],"domain_scores_gemma":[0.9993709,0.00006038459,0.0002079473,0.00009791321,0.0001261617,0.000136644],"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":[0.00003271912,0.00002216752,0.0002773413,0.000004762837,0.00002033884,0.000003034846,0.004187599,3.390217e-8,0.0001362138,0.9398789,0.00002769039,0.05540913],"study_design_scores_gemma":[0.0007225903,0.0007093602,0.0001045398,0.0004743926,0.00001597212,0.00004449802,0.01889996,0.00000198901,0.0003619089,0.8591232,0.119169,0.0003725563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2513091,0.005382806,0.001364154,0.04471993,0.003411828,0.0007741122,0.000006847477,0.0003536877,0.6926776],"genre_scores_gemma":[0.9875728,0.003988237,0.00002229064,0.0004260873,0.006568363,0.00001332219,3.756875e-7,0.00001918896,0.001389264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7362638,"threshold_uncertainty_score":0.9993762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929999479391651,"score_gpt":0.3006831538032976,"score_spread":0.2813831590093811,"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."}}