{"id":"W4390697077","doi":"10.21511/ppm.22(1).2024.12","title":"Does managerial ability matter in corporate sustainability-related dynamics? An empirical investigation","year":2024,"lang":"en","type":"article","venue":"Problems and Perspectives in Management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"Education, Audiovisual and Culture Executive Agency; European Education and Culture Executive Agency; European Commission","keywords":"Corporate social responsibility; Accounting; Sustainability; Business; Competence (human resources); Corporate sustainability; Enterprise value; Sustainability reporting; Corporate governance; Empirical research; Public relations; Marketing; Economics; Management; Political science; Finance","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":[0.003733332,0.0003332451,0.0004405805,0.002636055,0.0009948432,0.002905411,0.0007183925,0.0007961349,0.005268469],"category_scores_gemma":[0.01509944,0.0001912822,0.0006437795,0.002762552,0.00179866,0.00297741,0.002438639,0.001232789,0.0004013544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008689616,"about_ca_system_score_gemma":0.001662329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005483967,"about_ca_topic_score_gemma":0.006590387,"domain_scores_codex":[0.9976126,0.0008123757,0.0001972214,0.0003331047,0.0005135758,0.0005312464],"domain_scores_gemma":[0.9632314,0.02162033,0.009678228,0.001167849,0.001479705,0.002822498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003322418,0.0002343634,0.9895629,0.0000445333,0.0000737579,0.0001514657,0.001998498,0.0002066056,0.00008785822,0.001099053,0.0001716767,0.006336113],"study_design_scores_gemma":[0.000004496481,0.00009753719,0.9888337,0.00005952011,0.00003746887,0.00005449282,0.007808868,0.0009339647,0.00008404888,0.001043101,0.001032079,0.00001078696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958935,0.0003108505,0.0002241929,0.0005422081,0.000009094172,0.00002157504,0.0001075207,0.000002953437,0.002888131],"genre_scores_gemma":[0.9993973,0.0001009147,0.00007995344,0.00005489845,0.00001469793,0.00001120572,0.00008284732,0.000001062019,0.0002571656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005483967,"threshold_uncertainty_score":0.01974398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122081275858494,"score_gpt":0.2831566168401021,"score_spread":0.2519358040815171,"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."}}