{"id":"W3135048883","doi":"10.2139/ssrn.3636335","title":"The Deliberative Dimensions of Modern Environmental Assessment Law","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental law and policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental law; Law; Political science; Environmental ethics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007354533,0.00008361667,0.0001010791,0.000008062776,0.001220793,0.00003682716,0.0002514717,0.00004207685,0.00005269662],"category_scores_gemma":[0.00001411025,0.00005324813,0.00009162872,0.00005145377,0.000409703,0.0001362997,0.00004976838,0.0007594739,0.00002147989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567791,"about_ca_system_score_gemma":0.0006328193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002664155,"about_ca_topic_score_gemma":0.002524711,"domain_scores_codex":[0.9981023,0.0002353443,0.0001891517,0.0001046405,0.0003672158,0.001001327],"domain_scores_gemma":[0.9995738,0.00009169646,0.0001165041,0.00007676559,0.000006199891,0.0001350095],"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":[0.00001342237,0.00003669602,0.0005306712,4.434005e-7,0.00006255407,7.592815e-7,0.003197216,0.00004594388,0.001713938,0.9864314,0.00007233335,0.007894581],"study_design_scores_gemma":[0.0008465246,0.0007343628,0.00102027,0.00001007293,0.0000782821,0.00002454257,0.02524899,0.0002983116,0.0007043483,0.6935847,0.2771405,0.0003090717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689264,0.01199718,0.005360806,0.08021275,0.0004035807,0.0008045567,0.00004632537,0.00006882756,0.1321796],"genre_scores_gemma":[0.9896063,0.008467314,0.00006923907,0.0006606166,0.0002197938,0.000003056259,0.000001608229,0.000009714361,0.0009624157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928467,"threshold_uncertainty_score":0.9389474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112148690286113,"score_gpt":0.2815235309679254,"score_spread":0.2704020440650642,"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."}}