{"id":"W4317708749","doi":"10.2139/ssrn.4325281","title":"ESG Integration under Asymmetric Information","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Computer science; 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":[0.001456817,0.0005182069,0.001218413,0.0009631297,0.0009900456,0.004063994,0.001086322,0.001963881,0.01796849],"category_scores_gemma":[0.006251661,0.0003710148,0.0005505633,0.001229918,0.001400436,0.004412411,0.002714019,0.001759209,0.002180178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016989,"about_ca_system_score_gemma":0.0009724944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001145244,"about_ca_topic_score_gemma":0.0006039923,"domain_scores_codex":[0.9989183,0.000279408,0.00004911043,0.0001600635,0.0002652579,0.0003278233],"domain_scores_gemma":[0.9975802,0.0007450826,0.0003373605,0.0004983278,0.0005363641,0.0003026633],"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":[0.0004966527,0.0002332626,0.00182451,0.00008819917,0.00006953156,0.0007246422,0.0002993725,0.05760851,0.004092531,0.8445413,0.005455825,0.08456562],"study_design_scores_gemma":[0.00005071196,0.0000867805,0.001347473,0.00003823868,0.00004210574,0.0002889697,0.0002382038,0.2694546,0.001615241,0.7226594,0.004161063,0.00001723349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3962048,0.0006669842,0.3544968,0.002859332,0.0002642573,0.0001359901,0.0002522183,0.0006830286,0.2444366],"genre_scores_gemma":[0.9651617,0.0001507914,0.01215944,0.000121809,0.00005696626,0.00003251183,0.00008051453,0.00006892115,0.02216739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796849,"threshold_uncertainty_score":0.06011057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04436163998845045,"score_gpt":0.3590377568725445,"score_spread":0.314676116884094,"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."}}