{"id":"W2236150584","doi":"10.14264/106898","title":"An evaluation of learning styles, learning issues and learning problems of Confucian heritage culture students studying hospitality and tourism management in Australia","year":2004,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality management studies; Style (visual arts); Focus group; Higher education; Variety (cybernetics); Learning styles; Political science; Pedagogy; Public relations; Psychology; Sociology; Geography; Marketing; Business; Archaeology","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":[0.00253924,0.0003588839,0.0005901867,0.001059479,0.001053504,0.001920057,0.0004977178,0.0004088752,0.001111928],"category_scores_gemma":[0.005566078,0.000217299,0.0007076568,0.0006286549,0.0006626914,0.0007319825,0.001456229,0.0007860148,0.0003159901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009835426,"about_ca_system_score_gemma":0.001285106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003333772,"about_ca_topic_score_gemma":0.005960682,"domain_scores_codex":[0.9983652,0.0004391214,0.0001505649,0.0001328191,0.0006312624,0.0002809796],"domain_scores_gemma":[0.9941292,0.0008027377,0.001161458,0.0001608826,0.001539632,0.002206001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004841066,0.003115042,0.8203449,0.0003914476,0.0001181878,0.0006847517,0.09032165,0.0001901626,0.003388473,0.000175194,0.0008990395,0.07988717],"study_design_scores_gemma":[0.00002405832,0.003342252,0.9132394,0.0001058032,0.00004137971,0.0002977007,0.07868096,0.0004379005,0.001164683,0.0001210719,0.002497642,0.00004721485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994236,0.00003529202,0.00002733324,0.00002823373,0.000003040122,0.00002156264,0.000007782726,9.966431e-7,0.0004519699],"genre_scores_gemma":[0.9983643,0.0001744134,0.0002589816,0.00003851155,0.000004375175,0.00004752282,0.00004268922,0.000001662363,0.001067608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003333772,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03309172605267387,"score_gpt":0.3360875913526577,"score_spread":0.3029958652999838,"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."}}