{"id":"W4402452270","doi":"10.1002/cjas.1761","title":"Board of directors and innovation: A state‐of‐the‐art review from a contingency perspective","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Perspective (graphical); Contingency; State (computer science); Business; Management; Computer science; Epistemology; Economics; Philosophy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00663594,0.0005789729,0.001720355,0.008974748,0.0006210444,0.003467972,0.001216867,0.001763481,0.004993335],"category_scores_gemma":[0.02179426,0.0005471999,0.001344269,0.01147219,0.001310559,0.002622835,0.001104422,0.001234539,0.0005932853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276752,"about_ca_system_score_gemma":0.00816652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004357412,"about_ca_topic_score_gemma":0.01128847,"domain_scores_codex":[0.9965245,0.001152886,0.0006928969,0.0003975465,0.001055636,0.0001764722],"domain_scores_gemma":[0.9633757,0.02959038,0.00311941,0.0004090082,0.003094529,0.0004110686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001470027,0.00008666432,0.002558442,0.2236105,0.001068539,0.0001850017,0.0006103269,0.0003467793,0.0003059161,0.01134112,0.02476625,0.7349735],"study_design_scores_gemma":[0.00004636903,0.0002044519,0.01647189,0.3702527,0.004642616,0.001155289,0.001411785,0.0002811031,0.0003598259,0.004433777,0.6006761,0.0000640978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001599021,0.99898,0.0000416594,0.0003507687,0.0000940579,0.000004924058,0.00001146664,0.000001560794,0.0003556885],"genre_scores_gemma":[0.003565258,0.9959654,0.00007978967,0.000182554,0.0001270318,0.000009517747,0.00001803872,8.331748e-7,0.00005156597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008974748,"threshold_uncertainty_score":0.03509462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232410925330518,"score_gpt":0.3356770531033752,"score_spread":0.2124359605703234,"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."}}