{"id":"W2526018644","doi":"","title":"Polyjural and Polycentric Sustainability Assessment: A Once-in-a-Generation Law Reform Opportunity","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Victoria; University of Saskatchewan; University of New Brunswick","funders":"","keywords":"Sustainability; Interdependence; Government (linguistics); Political science; Politics; Legitimacy; Indigenous; Public administration; Business; Public economics; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004837001,0.0002324679,0.0002334142,0.00002799989,0.0003380891,0.00008060118,0.0002060703,0.0001291696,0.002365069],"category_scores_gemma":[0.00004536647,0.0001697327,0.00006514617,0.0001802131,0.0005154428,0.001219402,0.0003143329,0.0002014298,0.0001258453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147282,"about_ca_system_score_gemma":0.00005542078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01889711,"about_ca_topic_score_gemma":0.009412391,"domain_scores_codex":[0.9980115,0.0001763542,0.0003460553,0.0004643207,0.0004424327,0.0005593813],"domain_scores_gemma":[0.9989808,0.00003858873,0.000111142,0.0003477364,0.000008459241,0.000513233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006129446,0.0006336628,0.8820673,0.0000232352,0.00002684757,0.00006089622,0.0003522345,0.00001335622,0.02771176,0.06545789,0.0003994356,0.02319204],"study_design_scores_gemma":[0.001982191,0.0002634056,0.9682783,0.00003030557,0.00002438015,0.00001264158,0.0005923859,0.0001158033,0.002871433,0.01113151,0.01410182,0.0005957854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421721,0.00003601806,0.00007311247,0.001982138,0.0001431341,0.0003903768,0.00002026845,0.00004388606,0.05513897],"genre_scores_gemma":[0.9961013,0.00007356425,0.0003096292,0.001140934,0.00009706998,0.00003857911,0.00001475482,0.00001922221,0.002204926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08621099,"threshold_uncertainty_score":0.9985469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656589195293328,"score_gpt":0.2830696678908992,"score_spread":0.2665037759379659,"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."}}