{"id":"W2006049665","doi":"10.1080/19368623.2013.771114","title":"Theory in Hospitality, Tourism, and Leisure Studies","year":2013,"lang":"en","type":"article","venue":"Journal of Hospitality Marketing & Management","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Hong Kong Polytechnic University","keywords":"Tourism; Hospitality; Analogy; Term (time); Sociology; Hospitality industry; Coding (social sciences); Period (music); Epistemology; Advertising; Marketing; Social science; Aesthetics; History; Business; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006984057,0.0003025876,0.0005477976,0.0005245621,0.0001630592,0.0004861416,0.0003967789,0.00008778807,0.0001386789],"category_scores_gemma":[0.0007179514,0.0002620376,0.000161887,0.0004784632,0.0001557285,0.002229467,0.0004515387,0.000326069,0.00004033569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242607,"about_ca_system_score_gemma":0.00001758309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002036744,"about_ca_topic_score_gemma":0.00001931237,"domain_scores_codex":[0.9974704,0.0001733954,0.001031748,0.0003363402,0.0005578856,0.0004301923],"domain_scores_gemma":[0.9980588,0.0002508506,0.000898916,0.0003150545,0.0004356837,0.00004069263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000225939,0.001104623,0.7215502,0.002923449,0.0009114908,0.0002703737,0.001238997,0.00005933359,0.00002083479,0.0516289,0.04116844,0.1788975],"study_design_scores_gemma":[0.0007937283,0.00003918507,0.8949968,0.0004393637,0.0001232244,0.000005854487,0.01672769,0.00005407571,0.000004222677,0.08227677,0.004212359,0.000326702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771754,0.00186568,0.00006145275,0.005599976,0.0009940201,0.0005716619,5.90225e-7,0.00004007346,0.01369117],"genre_scores_gemma":[0.9965497,0.0005876419,0.0006990174,0.0006590008,0.0009775053,0.00003260879,0.000002718657,0.00002999071,0.0004618069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1785708,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288235640782218,"score_gpt":0.2500701367210232,"score_spread":0.2371877803132011,"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."}}