{"id":"W2058770223","doi":"10.1177/1548051814549249","title":"Distinguished Scholar Invited Essay Requisites to and Ways of Developing a Global Mind-Set","year":2014,"lang":"en","type":"article","venue":"Journal of Leadership & Organizational Studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"European Commission","keywords":"Set (abstract data type); Competition (biology); Global Leadership; Developing country; Public relations; Orientation (vector space); Emerging markets; Political science; Business; Psychology; Sociology; Management; Economics; Computer science; Economic growth","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":[0.00234707,0.0006477084,0.0003020476,0.001028166,0.003718517,0.006621936,0.0007523374,0.00249348,0.01185268],"category_scores_gemma":[0.005845459,0.0002036241,0.0004940691,0.0006276027,0.005990693,0.003953208,0.00357558,0.006357378,0.003222694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004074276,"about_ca_system_score_gemma":0.005574927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300448,"about_ca_topic_score_gemma":0.005381101,"domain_scores_codex":[0.9986781,0.0005536839,0.00005438756,0.0001589946,0.0003689959,0.0001857754],"domain_scores_gemma":[0.9973086,0.0008509996,0.0001088423,0.0001048097,0.0007717668,0.0008549713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002307736,0.00005288217,0.0005349353,0.0001660292,0.00000521288,0.0001255737,0.003624503,0.0001196416,0.0002613931,0.2062721,0.7687533,0.02006132],"study_design_scores_gemma":[0.000009241204,0.00002262082,0.0005780591,0.0002430053,0.000003810372,0.00009340961,0.003545771,0.00008334751,0.0001486502,0.02818448,0.9670769,0.0000106306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004340778,0.01445844,0.003924054,0.6017319,0.07302482,0.00008793671,0.000127843,0.0000844083,0.3022199],"genre_scores_gemma":[0.1846264,0.02522248,0.009533594,0.09810514,0.03415807,0.0003561899,0.000326899,0.0002410499,0.6474303],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01185268,"threshold_uncertainty_score":0.03965116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1704538315073048,"score_gpt":0.3704784427652441,"score_spread":0.2000246112579394,"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."}}