{"id":"W4319439246","doi":"10.1051/itmconf/20235105003","title":"The Implementation of Integrated Multichannel Services in the Hospitality Sector in Vietnam","year":2023,"lang":"en","type":"article","venue":"ITM Web of Conferences","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Hospitality; Business; Marketing; Tourism; Context (archaeology); Hospitality industry; Service (business); Channel (broadcasting); Promotion (chess); Service provider; Exploratory research; Telecommunications; Engineering","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":[0.000695471,0.00009804181,0.0001716184,0.0001641115,0.00006693796,0.00008021337,0.0003507733,0.00002479153,0.00006092852],"category_scores_gemma":[0.00003822037,0.00005596755,0.0000386465,0.0007983647,0.00009958627,0.0002205006,0.0001055218,0.00007473514,0.00001091871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007920171,"about_ca_system_score_gemma":0.00007157394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01514084,"about_ca_topic_score_gemma":0.1250667,"domain_scores_codex":[0.9991089,0.00003433795,0.000354266,0.0001224757,0.0002219411,0.0001580722],"domain_scores_gemma":[0.9993511,0.0001340699,0.00022024,0.0001431499,0.0001490365,0.00000239016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001059755,0.00002236631,0.974806,0.00007947801,0.00001239025,0.000001101815,0.0008127014,0.000001001987,0.0002009076,0.00284763,0.00002686423,0.02117893],"study_design_scores_gemma":[0.000324505,0.000008188523,0.9274983,0.00005395892,0.00001995612,4.134385e-8,0.06916927,0.0008156145,0.00008169398,0.0004231349,0.001543408,0.00006196446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967286,0.0001248551,6.577688e-7,0.001206726,0.0001397846,0.0003226746,0.000008567906,0.00002192958,0.001446231],"genre_scores_gemma":[0.9997934,0.00006461413,0.000002079562,0.00002900259,0.00001625402,0.00005883062,0.00002042649,0.000004238828,0.00001111547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099259,"threshold_uncertainty_score":0.9914174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608363687924709,"score_gpt":0.2998610176309167,"score_spread":0.2637773807516696,"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."}}