{"id":"W4399898010","doi":"10.1080/15313220.2024.2370772","title":"42nd International Society of Travel & Tourism Educators (ISTTE) annual conference, “redefining tourism education and research: critical issues and reflexive perspectives,” Toronto, Canada, October 11–13, 2023","year":2024,"lang":"en","type":"article","venue":"Journal of Teaching in Travel & Tourism","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Reflexivity; Sociology; Political science; Media studies; Social science","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"],"consensus_categories":[],"category_scores_codex":[0.002971645,0.0002768419,0.0004549793,0.0004804131,0.0002834587,0.0005923827,0.0003481715,0.0001971082,0.0001953594],"category_scores_gemma":[0.0006160566,0.0002656185,0.0001394379,0.0002483734,0.0002635639,0.001949601,0.0001451345,0.00125416,0.000002772017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005426755,"about_ca_system_score_gemma":0.001170094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4076094,"about_ca_topic_score_gemma":0.07447799,"domain_scores_codex":[0.9973073,0.0001335867,0.0008370357,0.0004268761,0.0008768048,0.0004183799],"domain_scores_gemma":[0.998316,0.000400858,0.0003183315,0.0001777264,0.0006900085,0.0000969966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009692977,0.001366822,0.01014751,0.0007917231,0.0003189586,0.0001033853,0.08047607,0.00001351705,0.0005101079,0.05788592,0.8273998,0.02088924],"study_design_scores_gemma":[0.001003989,0.000152773,0.3295355,0.002553718,0.0002004942,0.0001855064,0.394901,0.001050705,0.00006982681,0.03168147,0.2378277,0.0008372141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457827,0.00666208,0.0003066718,0.03059774,0.002525037,0.0001988646,0.00002844685,0.0000171081,0.01388132],"genre_scores_gemma":[0.9870935,0.0005459012,0.003103214,0.0003111779,0.005383629,0.000009949095,0.00002169018,0.00003666522,0.00349429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5895721,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662825242466091,"score_gpt":0.3583541056480828,"score_spread":0.321725853223422,"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."}}