{"id":"W7132904138","doi":"","title":"Global Competence: Essential characteristics as perceived by Faculty and Program Heads in International Business Programs at Ontario&apos;s five Institutes of Technology and Advanced Learning.","year":2014,"lang":"","type":"dissertation","venue":"TSpace","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association for the Study of Adult Education","funders":"","keywords":"Competence (human resources); Exploratory research; International business; Qualitative research; Diversity (politics); Study abroad; Higher education; Descriptive statistics","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":[0.004963434,0.0001620895,0.0002194875,0.001339852,0.002846879,0.002623672,0.0004678156,0.0004523633,0.002659907],"category_scores_gemma":[0.009615839,0.0001570258,0.0001681346,0.001128344,0.002715528,0.001216232,0.003536017,0.0007896526,0.0002227595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005618826,"about_ca_system_score_gemma":0.01267101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04895805,"about_ca_topic_score_gemma":0.119383,"domain_scores_codex":[0.9969057,0.0005855252,0.0001730335,0.0001598569,0.001206765,0.0009691396],"domain_scores_gemma":[0.9842646,0.001426289,0.002483188,0.0002361146,0.002519924,0.009069734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009896383,0.0002354828,0.8004866,0.0001378665,0.00002304249,0.0002807446,0.1627879,0.0001421293,0.00264317,0.001260574,0.00309786,0.02880567],"study_design_scores_gemma":[0.000006720076,0.0002604724,0.7829255,0.00007693669,0.000008384801,0.0001045033,0.2062131,0.0001471806,0.0005040579,0.0002474893,0.009478613,0.00002692872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952785,0.00007185106,0.0001629443,0.0004461693,0.00001082096,0.00003318248,0.00004997124,0.00000644136,0.003940141],"genre_scores_gemma":[0.9988306,0.00006057525,0.0001127963,0.0000874059,0.000004581624,0.00002187209,0.00004629991,0.000002709924,0.0008332605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04895805,"threshold_uncertainty_score":0.09734619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701685817130003,"score_gpt":0.3847769601364831,"score_spread":0.3677601019651831,"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."}}