{"id":"W3130538807","doi":"10.5430/ijhe.v10n4p113","title":"Redefining Assessment in Tourism and Hospitality Education","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Hospitality industry; Hospitality management studies; Typology; Higher education; Public relations; Psychology; Business; Medical education; Marketing; Pedagogy; Sociology; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006306411,0.0004395464,0.0003033124,0.002610791,0.001162976,0.004834427,0.0007621007,0.0006750617,0.001340426],"category_scores_gemma":[0.008928793,0.0001796244,0.0002293619,0.002007205,0.002691595,0.002833699,0.003210108,0.001098256,0.0002638809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703384,"about_ca_system_score_gemma":0.005735131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003746534,"about_ca_topic_score_gemma":0.01213545,"domain_scores_codex":[0.993117,0.004528893,0.000348902,0.0003203161,0.001242286,0.0004426889],"domain_scores_gemma":[0.9932907,0.003011066,0.0008871044,0.0003276595,0.001697041,0.0007864378],"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":[0.0001148061,0.0006623214,0.08598302,0.0009653115,0.00003860607,0.0003589866,0.05102148,0.001756694,0.00522374,0.03049639,0.002894003,0.8204848],"study_design_scores_gemma":[0.0000648143,0.001433481,0.3349688,0.003664651,0.0001172147,0.001619931,0.3058817,0.01861802,0.01431758,0.1057935,0.2132219,0.0002985333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047913,0.004574954,0.08288926,0.005076987,0.000193576,0.0004806281,0.00005015208,0.000273386,0.1016697],"genre_scores_gemma":[0.9586171,0.001044972,0.03613475,0.000263056,0.0000127275,0.00008058287,0.00002332774,0.0000142994,0.003809213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006306411,"threshold_uncertainty_score":0.0333519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056187517175937,"score_gpt":0.4029892900580459,"score_spread":0.3824274148862865,"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."}}