{"id":"W3125789094","doi":"","title":"Environmental Performance, Environmental Risk and Risk Management","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Risk management; Business; Environmental management system; Sample (material); Risk assessment; Enterprise risk management; Environmental risk assessment; Financial risk management; Factor analysis of information risk; IT risk management; Actuarial science; Environmental resource management; Risk analysis (engineering); Economics; Risk management information systems; Engineering; Finance; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001823764,0.0001953818,0.000146285,0.00162587,0.0007339341,0.002639793,0.0003220746,0.0003404384,0.001658998],"category_scores_gemma":[0.009066568,0.00006216374,0.0001352708,0.003124657,0.00166179,0.0009777686,0.000838497,0.0004925977,0.0001385107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198974,"about_ca_system_score_gemma":0.003331224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1244616,"about_ca_topic_score_gemma":0.1146725,"domain_scores_codex":[0.9982893,0.0003623674,0.0001038385,0.0001677147,0.0008279632,0.0002487662],"domain_scores_gemma":[0.9771318,0.005198619,0.01395676,0.0006643345,0.002226634,0.000821749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009789258,0.0001337109,0.9241806,0.0001518502,0.0000909802,0.0002111707,0.003836197,0.002757896,0.000608746,0.007540899,0.00118757,0.05920257],"study_design_scores_gemma":[0.00000174957,0.00005124033,0.9822298,0.0000943293,0.00002649531,0.0001013081,0.006491572,0.0009939325,0.0005759263,0.002646789,0.006757133,0.00002983016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733007,0.001742367,0.0009626959,0.001644457,0.00002023213,0.00003037401,0.00058529,0.00001513091,0.02169879],"genre_scores_gemma":[0.9985533,0.0004025578,0.0002330495,0.00004952454,0.00001537556,0.000002404777,0.0001151867,0.00000240469,0.0006262992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244616,"threshold_uncertainty_score":0.2474743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001981535567058043,"score_gpt":0.1536837547759528,"score_spread":0.1517022192088947,"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."}}