{"id":"W2407064372","doi":"10.1080/10548408.2015.1130109","title":"Hotel Attributes and Consumer Satisfaction: A Cross-Country and Cross-Hotel Study","year":2016,"lang":"en","type":"article","venue":"Journal of Travel & Tourism Marketing","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Boeing (Canada)","funders":"","keywords":"Hospitality; Residence; Context (archaeology); Hospitality industry; Business; Consumer satisfaction; Marketing; Service (business); Consumer behaviour; Advertising; Tourism; Geography; Economics; Demographic economics","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":[],"consensus_categories":[],"category_scores_codex":[0.004302369,0.0002582668,0.0004484218,0.000253033,0.0004187418,0.0009418755,0.0001832221,0.0001213636,0.0002672116],"category_scores_gemma":[0.0007191689,0.0001839334,0.000093059,0.0002287785,0.000177116,0.001896275,0.0001716837,0.0003249517,0.00001428792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673527,"about_ca_system_score_gemma":0.00003569158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011304,"about_ca_topic_score_gemma":0.0001591691,"domain_scores_codex":[0.9979549,0.00008437443,0.0008304475,0.0002918284,0.0004797557,0.0003586639],"domain_scores_gemma":[0.9978273,0.0006157974,0.0008732995,0.0001819128,0.0004450573,0.00005662977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005203738,0.00009720168,0.9769573,0.000233462,0.0001224549,0.0001120625,0.0001572984,0.000002046219,0.0007411978,0.00003533613,0.001204833,0.0198164],"study_design_scores_gemma":[0.002728237,0.00004025261,0.9904667,0.0002633804,0.0001359079,0.0001128907,0.0009329634,0.00003984884,0.0000287672,0.0002952172,0.004690088,0.0002657516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966752,0.0008329246,0.0001477625,0.0009426602,0.0005121473,0.0001811996,0.00000794108,0.00002734904,0.0006728162],"genre_scores_gemma":[0.9971157,0.0001446164,0.0001598277,0.0006181299,0.001610307,0.000002888529,7.5996e-7,0.00002912424,0.0003186491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01955065,"threshold_uncertainty_score":0.9082527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01973868702516679,"score_gpt":0.2769835894700835,"score_spread":0.2572449024449167,"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."}}