{"id":"W4401537365","doi":"10.1177/03063070241272364","title":"Revisiting the impact of strategic board involvement on organizational performance","year":2024,"lang":"en","type":"article","venue":"Journal of General Management","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Business; Organizational performance; Variable (mathematics); Strategic planning; Accounting; Sample (material); Strategic management; Knowledge management; Process management; Marketing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008774569,0.0002085578,0.0002226897,0.0004922472,0.000165349,0.0004453216,0.0004484341,0.00003133917,0.000417327],"category_scores_gemma":[0.00003077597,0.0001269082,0.0001992685,0.001019296,0.00003981948,0.0005925701,0.0002034616,0.0001809316,0.0001235487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504124,"about_ca_system_score_gemma":0.00005359227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000480379,"about_ca_topic_score_gemma":0.000001195723,"domain_scores_codex":[0.9982009,0.00001632063,0.0006522123,0.0001862967,0.0007219095,0.0002223864],"domain_scores_gemma":[0.9988791,0.00004340785,0.0004900846,0.0002007091,0.0003717646,0.00001494454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000174499,0.0002775414,0.05303775,0.002708453,0.001875899,0.0001445241,0.0001306317,0.1636099,0.0007490921,0.7032074,0.0535567,0.02052758],"study_design_scores_gemma":[0.003339074,0.0007695021,0.652953,0.005466828,0.001957912,0.0000503721,0.002462879,0.1947061,0.0006577435,0.05532093,0.08050987,0.001805743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621941,0.0004544323,0.0007924429,0.002388455,0.0008452988,0.0002629434,0.000002192932,0.00005187215,0.03300827],"genre_scores_gemma":[0.9941701,0.0002026728,0.0003515406,0.0006953394,0.00378107,0.000003268829,0.0000122499,0.00003719253,0.0007466223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6478865,"threshold_uncertainty_score":0.5175167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109044820086114,"score_gpt":0.244527424853446,"score_spread":0.2234369766525849,"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."}}