{"id":"W1551813341","doi":"10.1017/s2071832200017958","title":"The Equator Principles: Evaluating the Exposure of Commercial Lenders to Socio-Environmental Risk","year":2012,"lang":"en","type":"article","venue":"German Law Journal","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Project finance; Context (archaeology); Business; Risk management; Risk analysis (engineering); Finance","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":[0.004303315,0.0001803918,0.000167171,0.00006859742,0.002007961,0.0004275137,0.0006925252,0.00006016143,0.0001737983],"category_scores_gemma":[0.0002473602,0.000106329,0.0001482631,0.0001702282,0.0002010478,0.001153665,0.0004129965,0.0004973784,0.0002694137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025169,"about_ca_system_score_gemma":0.0000284666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190061,"about_ca_topic_score_gemma":0.00006789784,"domain_scores_codex":[0.9979402,0.0001520241,0.0004641031,0.0001304817,0.000699288,0.0006138589],"domain_scores_gemma":[0.9987144,0.000199653,0.0006446997,0.0003307536,0.00006022553,0.00005023483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004403402,0.0004987075,0.6352229,0.0001101257,0.0005737416,0.000008566857,0.0112039,0.0004735355,0.004450255,0.2543298,0.02232836,0.07035976],"study_design_scores_gemma":[0.002463843,0.000170114,0.410643,0.0001045002,0.0004690751,0.00007681857,0.01993248,0.001720412,0.0004586736,0.004824612,0.5582607,0.0008757517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848723,0.0002979342,0.0001513116,0.002911188,0.0007611978,0.0003052255,0.000003975455,0.00002604999,0.01067076],"genre_scores_gemma":[0.9948948,0.00001584408,0.0001260196,0.001661719,0.003167216,0.00001512469,0.000003865677,0.00003009353,0.00008531509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359323,"threshold_uncertainty_score":0.9992913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07642939184365957,"score_gpt":0.3198428286109884,"score_spread":0.2434134367673288,"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."}}