{"id":"W2482934773","doi":"10.1108/s1535-1203(2012)0000007017","title":"Developing a Global Mindset for Leaders: The Case of the Canadian Context","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in global leadership","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindset; Political science; Individualism; Context (archaeology); Egalitarianism; Deference; Collectivism; Public relations; Sociology; Epistemology; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002354434,0.0004961208,0.0002780015,0.0009235131,0.0359133,0.007007272,0.001471573,0.00194429,0.004477601],"category_scores_gemma":[0.002751491,0.0002102212,0.0003142729,0.001576671,0.01075787,0.002267519,0.004266117,0.004264586,0.0004546042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06725175,"about_ca_system_score_gemma":0.08586597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8863722,"about_ca_topic_score_gemma":0.9793493,"domain_scores_codex":[0.9965795,0.0009937695,0.00003576665,0.000168401,0.0008427014,0.001379955],"domain_scores_gemma":[0.9978312,0.000347683,0.00006642171,0.000050958,0.0006331707,0.001070583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002731954,0.000053003,0.004715167,0.0001750897,0.000009462508,0.005183547,0.5146815,0.0005681849,0.0007945323,0.3175785,0.1007592,0.05545453],"study_design_scores_gemma":[0.000007711996,0.00002300105,0.004161534,0.0002465965,0.000008926667,0.0006917916,0.346979,0.0002753308,0.0002445312,0.01222914,0.6350893,0.00004311554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2040108,0.006625236,0.004464215,0.06155737,0.001883014,0.0001917409,0.00007808478,0.00009543481,0.7210941],"genre_scores_gemma":[0.8541488,0.003442917,0.004251431,0.00629156,0.0001127967,0.00005487047,0.00005864306,0.00008663179,0.1315524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1136278,"threshold_uncertainty_score":0.4879479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687649695362849,"score_gpt":0.3828329709806034,"score_spread":0.2140680014443185,"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."}}