{"id":"W203088737","doi":"10.1108/sd.2007.05623kad.006","title":"How successful leaders think","year":2007,"lang":"en","type":"article","venue":"Strategic Direction","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Craft; Context (archaeology); Point (geometry); Process (computing); Salient; Focus (optics); Sociology; Management; Computer science; Public relations; Epistemology; Marketing; Business; Political science; Artificial intelligence; Economics; History; Mathematics","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":[0.008407717,0.0007406577,0.0004503003,0.002277998,0.006688383,0.02446438,0.00143556,0.003668221,0.01738941],"category_scores_gemma":[0.03020273,0.0004212662,0.0004967533,0.001007446,0.008327485,0.01134744,0.005773077,0.005780874,0.01091956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003084277,"about_ca_system_score_gemma":0.005908761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251083,"about_ca_topic_score_gemma":0.001567731,"domain_scores_codex":[0.9871317,0.006180246,0.0003031407,0.001229368,0.002818234,0.002337258],"domain_scores_gemma":[0.9785143,0.004589513,0.001944173,0.0009161614,0.003947745,0.01008814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001399529,0.0003889712,0.02154731,0.0005422027,0.0001406467,0.0009930161,0.3336582,0.0004677346,0.001403959,0.1750585,0.3290486,0.1366109],"study_design_scores_gemma":[0.0001045733,0.0001756474,0.005422215,0.0006728343,0.00005483818,0.000377981,0.2906292,0.0006049614,0.0007259034,0.1352338,0.5658904,0.0001076356],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2184601,0.01203012,0.0215248,0.2761826,0.009194514,0.0004440519,0.0003994823,0.0009935681,0.4607708],"genre_scores_gemma":[0.8688725,0.003664949,0.005432299,0.03707286,0.0014011,0.0003751057,0.0003652839,0.0004281833,0.08238778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02446438,"threshold_uncertainty_score":0.05817342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2397430162322975,"score_gpt":0.4090751099346617,"score_spread":0.1693320937023642,"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."}}