{"id":"W2955427312","doi":"10.3390/su11133698","title":"The Effect of Corporate Visibility on Corporate Social Responsibility","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Visibility; Corporate social responsibility; Proxy (statistics); Stakeholder; Newspaper; Business; Public relations; Accounting; Marketing; Advertising; Political science; Computer 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01695332,0.000476721,0.0008549284,0.0001904052,0.000829421,0.0002961971,0.0006693058,0.0002428338,0.0001343274],"category_scores_gemma":[0.02296443,0.0003398027,0.0005187544,0.001715862,0.0009684984,0.0006936496,0.0005750497,0.0005949448,0.0001752747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104201,"about_ca_system_score_gemma":0.0007101526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005179588,"about_ca_topic_score_gemma":0.0001896877,"domain_scores_codex":[0.9949666,0.0007689706,0.001377544,0.00109265,0.000969524,0.0008247724],"domain_scores_gemma":[0.9896449,0.002388064,0.003457643,0.001833228,0.002635218,0.00004097518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008166691,0.0001607748,0.9434959,0.001145614,0.00004357807,0.00001647419,0.00009312634,0.00007353265,0.0006824197,0.02935578,0.0002692043,0.01649696],"study_design_scores_gemma":[0.001219312,0.0003716268,0.774912,0.00002361294,0.00006945177,9.606354e-7,0.0005765748,0.0006643765,0.001222065,0.2175526,0.002953753,0.0004336707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897879,0.0000221068,0.00001685621,0.001728506,0.0005996956,0.00307233,0.000008330652,0.0002235217,0.00454069],"genre_scores_gemma":[0.9983143,6.078362e-7,0.000007823433,0.0001467475,0.0003550767,0.00006662966,0.00001646639,0.00004621198,0.001046165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881968,"threshold_uncertainty_score":0.9999054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772595126172219,"score_gpt":0.2708161023520391,"score_spread":0.2530901510903169,"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."}}