{"id":"W4392687161","doi":"10.2139/ssrn.4726761","title":"On the (In)Efficiency of Sustainability-Linked Loans","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Sustainability; Business","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":[0.0119944,0.0005197176,0.001739404,0.001559495,0.0008723189,0.005403524,0.002052872,0.002223183,0.01394015],"category_scores_gemma":[0.06252513,0.0006020583,0.001164354,0.001865628,0.003431833,0.005993321,0.002755953,0.002354803,0.001134778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636871,"about_ca_system_score_gemma":0.002211397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349345,"about_ca_topic_score_gemma":0.00211089,"domain_scores_codex":[0.99281,0.003976684,0.0004276177,0.0008775126,0.001116382,0.0007917609],"domain_scores_gemma":[0.9288212,0.05713019,0.006102026,0.003784225,0.003240031,0.0009223087],"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":[0.0003946489,0.0002416491,0.01483241,0.0002836362,0.0002399887,0.0002174022,0.0004960975,0.1436026,0.001489027,0.7834268,0.005367563,0.04940821],"study_design_scores_gemma":[0.00007522583,0.0001624387,0.0121654,0.0001570356,0.0001614073,0.0002162987,0.0006264809,0.1406506,0.003194061,0.8370644,0.005483909,0.00004272452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5864443,0.00519222,0.2709911,0.008926819,0.0002676131,0.0001559831,0.0006776782,0.0003320576,0.1270123],"genre_scores_gemma":[0.9836156,0.000911544,0.004860078,0.0002983232,0.0001515271,0.00004336851,0.0001304081,0.00007675849,0.009912397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394015,"threshold_uncertainty_score":0.06343323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045497040399345,"score_gpt":0.2306410009700831,"score_spread":0.2201860305660897,"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."}}