{"id":"W2253762732","doi":"10.2139/ssrn.2201011","title":"Environmental Management Commitments: Impacts on Environmental Performance, Profitability, and Financial Risk (Preliminary Phase of Study)","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Profitability index; Business; Risk management; Environmental resource management; Finance; Natural resource economics; Environmental planning; Environmental science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002687469,0.0004280915,0.0004822024,0.000692778,0.001118765,0.00178443,0.0009850088,0.001323499,0.01154257],"category_scores_gemma":[0.009464907,0.0002553684,0.001094106,0.0008732583,0.0009252606,0.001915039,0.001658382,0.001846278,0.0009095707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648306,"about_ca_system_score_gemma":0.003153033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946523,"about_ca_topic_score_gemma":0.02329107,"domain_scores_codex":[0.9989968,0.0005097534,0.00003917316,0.00008716627,0.0001507952,0.0002163124],"domain_scores_gemma":[0.9862003,0.010077,0.0008887146,0.0004294541,0.001207903,0.0011967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02026429,0.03319338,0.863196,0.0006762487,0.00083045,0.002370192,0.006924781,0.01439357,0.00691467,0.007872438,0.003079863,0.04028417],"study_design_scores_gemma":[0.0004576248,0.02153683,0.9430475,0.0001197694,0.0005436573,0.0002645979,0.01746196,0.0038429,0.006722644,0.002101271,0.003833842,0.00006745751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962722,0.00004689891,0.00007818366,0.0001449541,0.000004744017,0.0000894237,0.0002829561,0.000002701431,0.003077883],"genre_scores_gemma":[0.9967007,0.00009351061,0.0001607519,0.0000815306,0.00001050177,0.000114818,0.0003645807,0.00000339672,0.002470259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946523,"threshold_uncertainty_score":0.03870386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005681797476034144,"score_gpt":0.2123175947834526,"score_spread":0.2066357973074184,"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."}}