{"id":"W2999580429","doi":"10.21608/jaauth.2015.67237","title":"Special Events in the Tourism and Hospitality Industry: A Comparative Study on Volunteering Motivations of University Students","year":2015,"lang":"en","type":"article","venue":"Journal of Association of Arab Universities for Tourism and Hospitality","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hospitality; Tourism; Hospitality industry; Marketing; Hospitality management studies; Business; Sociology; Advertising; Public relations; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612116,0.0001705302,0.0003012154,0.0009491185,0.002385993,0.001288025,0.0002550166,0.0004302553,0.00183057],"category_scores_gemma":[0.002591624,0.0001636255,0.0002551139,0.0007733245,0.0006769584,0.0006583162,0.0009380512,0.0005399095,0.0001454333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875405,"about_ca_system_score_gemma":0.0009773881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004196695,"about_ca_topic_score_gemma":0.0139449,"domain_scores_codex":[0.9993557,0.0002951914,0.00002585217,0.00003851183,0.00006234097,0.0002223609],"domain_scores_gemma":[0.9982741,0.0004754897,0.0002867511,0.00004329257,0.0001743588,0.0007459316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002682042,0.001428451,0.5442466,0.0001892718,0.00004090935,0.002015982,0.4043794,0.00006112047,0.001598092,0.001100798,0.001219095,0.04345209],"study_design_scores_gemma":[0.000005986099,0.0003644946,0.3493674,0.00005296342,0.00001196691,0.0004400411,0.6450289,0.00007229838,0.0001582558,0.00006474255,0.004416117,0.00001685152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993617,0.00005018931,0.00001745148,0.0000392016,0.000003922873,0.000006565154,0.000004673282,4.39456e-7,0.0005158607],"genre_scores_gemma":[0.9993019,0.0001202628,0.0000418574,0.00002827526,0.000004852342,0.00001062281,0.000009490526,7.64726e-7,0.0004820101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004196695,"threshold_uncertainty_score":0.008525789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443454916063229,"score_gpt":0.3181291612453209,"score_spread":0.2836946120846886,"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."}}