{"id":"W4224825434","doi":"10.1177/00076503221085962","title":"Did India’s CSR Mandate Enhance or Diminish Firm Value?","year":2022,"lang":"en","type":"article","venue":"Business & Society","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Corporate social responsibility; Mandate; Value (mathematics); Business; CLARITY; Sample (material); Enterprise value; Government (linguistics); Accounting; Public relations; Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001490554,0.0003226746,0.0004194948,0.00007925947,0.001383118,0.000428421,0.0005381329,0.00009985161,0.001670511],"category_scores_gemma":[0.0007630204,0.000313601,0.0003089984,0.002452171,0.0001449019,0.001000375,0.001088819,0.0004173017,0.0001266763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563281,"about_ca_system_score_gemma":0.000352985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007326217,"about_ca_topic_score_gemma":0.00008840258,"domain_scores_codex":[0.9971365,0.00004121513,0.0006523723,0.0007026,0.000857316,0.0006100281],"domain_scores_gemma":[0.9980178,0.0001322291,0.0008529315,0.0005489108,0.0004216713,0.0000264498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002891718,0.003497746,0.3710486,0.004634367,0.0009490431,0.001404414,0.01269756,0.003278713,0.01555993,0.01299558,0.395265,0.1757773],"study_design_scores_gemma":[0.001118819,0.00002243552,0.3096281,0.00006531483,0.0001889312,0.00002242253,0.005985809,0.002223009,0.0001295611,0.003721741,0.6757638,0.001130145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987365,0.0001544791,0.0003344119,0.0029089,0.00143106,0.0006145536,0.00001820617,0.0004592961,0.006714071],"genre_scores_gemma":[0.9892106,0.00002659256,0.0004180007,0.004749081,0.001371086,0.0001743702,0.0001258335,0.00008398583,0.00384042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2804988,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442021440334361,"score_gpt":0.2650818548999328,"score_spread":0.2406616404965892,"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."}}