{"id":"W4412149284","doi":"10.3390/ijfs13030131","title":"How Does Corporate Information Environment Influence CSR?","year":2025,"lang":"en","type":"article","venue":"International Journal of Financial Studies","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Corporate social responsibility; Industrial organization; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00455146,0.0001822945,0.000275391,0.002106806,0.001110697,0.006311992,0.0003709926,0.0009783962,0.004560051],"category_scores_gemma":[0.03126815,0.000160519,0.0002520769,0.002553793,0.002093898,0.004558939,0.001944278,0.001130122,0.0005880239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502471,"about_ca_system_score_gemma":0.001656291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00540181,"about_ca_topic_score_gemma":0.00608655,"domain_scores_codex":[0.9933955,0.003043298,0.0004319411,0.0006181287,0.001728447,0.0007827636],"domain_scores_gemma":[0.8925168,0.05741841,0.03294306,0.003598254,0.008347765,0.005175816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875752,0.0005687049,0.9025373,0.0002250372,0.0001870602,0.0003675144,0.008874345,0.001220377,0.00147719,0.01627582,0.003525213,0.06455381],"study_design_scores_gemma":[0.00003294229,0.0003222511,0.9226673,0.0003188996,0.00009755554,0.0002252964,0.02666767,0.002114668,0.001582649,0.01647541,0.0294008,0.00009463282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401289,0.00123684,0.001366614,0.009258426,0.00005387919,0.00003481486,0.000337733,0.00002931689,0.04755346],"genre_scores_gemma":[0.9987073,0.0002818032,0.0001067876,0.0002604646,0.00004246947,0.000003854817,0.00006599566,0.000005033924,0.0005263462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006311992,"threshold_uncertainty_score":0.02407068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287597572101477,"score_gpt":0.2626889552606919,"score_spread":0.2398129795396771,"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."}}