{"id":"W2344100902","doi":"10.1016/j.ijme.2016.04.002","title":"Making the choice: University and program selection factors for undergraduate management education in Maritime Canada","year":2016,"lang":"en","type":"article","venue":"The International Journal of Management Education","topic":"Cruise Tourism Development and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"Social Sciences and Humanities Research Council of Canada; Council of Ontario Universities","keywords":"Multivariate analysis of variance; Higher education; Selection (genetic algorithm); Undergraduate education; Exploratory research; Exploratory analysis; Exploratory factor analysis; Medical education; Multivariate analysis; Psychology; Political science; Sociology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007080602,0.00007724081,0.00006451644,0.0002040755,0.0002559503,0.0001081629,0.0004656792,0.0000175952,0.00002804115],"category_scores_gemma":[0.00004620264,0.00004804082,0.00003398754,0.0001705904,0.00005310575,0.0002592811,0.00007868233,0.00005446944,7.527325e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063348,"about_ca_system_score_gemma":0.0006494806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.020112,"about_ca_topic_score_gemma":0.1524905,"domain_scores_codex":[0.9990001,0.00008681889,0.0002034081,0.0001109959,0.0004581108,0.0001405193],"domain_scores_gemma":[0.9992902,0.0001551084,0.0002525098,0.00006778573,0.000202401,0.00003199518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006628243,0.0002193542,0.01616361,0.00002362662,0.000230565,0.000001845983,0.001046115,0.00001908681,0.00000275555,0.1550729,0.08297572,0.7441781],"study_design_scores_gemma":[0.0003888726,0.0000168706,0.1789438,0.000167786,0.00006710823,0.00000130821,0.01528775,0.00001674795,0.000005730422,0.007450493,0.7975661,0.00008747713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6501712,0.0003067477,0.005626043,0.2746266,0.007931941,0.003785652,0.000005307982,0.00004873486,0.05749771],"genre_scores_gemma":[0.9745674,0.0008384077,0.001047771,0.0003684339,0.0002935859,0.00002318085,0.000003819687,0.000006280959,0.02285118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7440907,"threshold_uncertainty_score":0.9864132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727117645708807,"score_gpt":0.321504784974924,"score_spread":0.3042336085178359,"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."}}