{"id":"W1490985059","doi":"","title":"Global Tourism Higher Education: Past, Present, and Future","year":2012,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Hospitality; China; Higher education; Zhàng; Hospitality management studies; Tourism geography; Index (typography); Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003398544,0.000303972,0.0004404603,0.0001434745,0.0001481596,0.00005519384,0.000229534,0.00144719,0.006901649],"category_scores_gemma":[0.00002252752,0.0002701615,0.00006026518,0.00009859014,0.0005486681,0.0002620355,0.0003068947,0.000477699,0.0002559778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003644448,"about_ca_system_score_gemma":0.0002783746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004900547,"about_ca_topic_score_gemma":0.0000628304,"domain_scores_codex":[0.9985127,0.00004457454,0.000317241,0.0004524536,0.0002580835,0.0004149816],"domain_scores_gemma":[0.9992788,0.00006867714,0.0002267396,0.0002347116,0.00008552815,0.000105522],"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":[0.00002167695,0.0001665445,0.02060721,0.00022865,0.00007890163,0.00004377021,0.00003411261,1.353357e-8,2.999872e-8,0.4133343,0.5098165,0.05566832],"study_design_scores_gemma":[0.0002669492,0.00001613627,0.07509483,0.00002735479,0.0001203116,0.00009703573,0.00001981378,0.000002565564,2.152809e-8,0.142968,0.7811812,0.0002058128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007037506,0.0148279,0.00002574695,0.1061502,0.01455745,0.0003344756,0.000006329483,0.000110507,0.8569499],"genre_scores_gemma":[0.02239132,0.0009975027,0.00007815464,0.02368428,0.1570989,0.0001075131,0.0008115521,0.00005370817,0.7947771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2713647,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009617938358248783,"score_gpt":0.2518353824465092,"score_spread":0.2422174440882604,"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."}}