{"id":"W2130748019","doi":"10.1108/14720700910964370","title":"View from the top: what directors say about board process","year":2009,"lang":"en","type":"article","venue":"Corporate Governance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate governance; Insider; Originality; Process (computing); Business; Argument (complex analysis); Accounting; Public relations; Knowledge management; Computer science; Creativity; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00894171,0.0003120489,0.0003940424,0.001387422,0.006327837,0.01190233,0.0009473424,0.002398785,0.003921411],"category_scores_gemma":[0.02584502,0.0002991448,0.0002478864,0.001117541,0.009266555,0.006207034,0.0026872,0.003997291,0.0008325315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01276014,"about_ca_system_score_gemma":0.01021335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1176541,"about_ca_topic_score_gemma":0.08358601,"domain_scores_codex":[0.98998,0.005308856,0.0003120457,0.0007149429,0.001988961,0.001695328],"domain_scores_gemma":[0.9811106,0.009134965,0.003445309,0.0004084618,0.002923558,0.002977058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001965129,0.00009479507,0.05207735,0.0006457613,0.00004311619,0.0008034852,0.812433,0.0002426633,0.001952029,0.02289745,0.02671451,0.08189932],"study_design_scores_gemma":[0.00001599757,0.00009382256,0.04626316,0.001145889,0.00004146349,0.0003665051,0.7807655,0.0002995609,0.0008688202,0.005792988,0.164267,0.00007937249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6722625,0.03296712,0.008565988,0.1464431,0.001518016,0.0001219276,0.0003293586,0.0001747753,0.1376171],"genre_scores_gemma":[0.982778,0.003453729,0.0003366777,0.008079316,0.0002138454,0.00001821993,0.00007552471,0.00003273529,0.005012107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176541,"threshold_uncertainty_score":0.2339385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207681610833043,"score_gpt":0.2163792099409232,"score_spread":0.1956110488576189,"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."}}