{"id":"W4400201792","doi":"10.3126/ijosh.v14i3.52660","title":"A mapping review of challenges in existing technology-based occupational safety training in the tourism and hospitality industry: Research potential in commercial kitchens","year":2024,"lang":"en","type":"review","venue":"International Journal of Occupational Safety and Health","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Scopus; Preparedness; Tourism; Hospitality industry; Food safety; Occupational safety and health; Business; Work (physics); Training (meteorology); Inclusion (mineral); Public relations; Marketing; Engineering; Medicine; Political science; MEDLINE; Geography; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02095645,0.001430988,0.004602519,0.02976685,0.001317268,0.005668543,0.001956056,0.002490033,0.003549347],"category_scores_gemma":[0.07030106,0.001210027,0.006342719,0.02617212,0.001513007,0.006068205,0.002914842,0.001785532,0.0005168819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006696415,"about_ca_system_score_gemma":0.02909653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217535,"about_ca_topic_score_gemma":0.02522104,"domain_scores_codex":[0.9840423,0.006167202,0.004920225,0.0009071466,0.003416674,0.0005465086],"domain_scores_gemma":[0.9045584,0.0760508,0.008006517,0.001406578,0.009306848,0.0006708362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001180358,0.00004696733,0.001516287,0.7789252,0.003127289,0.000271111,0.002493635,0.0002881432,0.0003443356,0.00175251,0.003000685,0.2081159],"study_design_scores_gemma":[0.00003008584,0.0001683799,0.003678003,0.9373737,0.01168468,0.0004116115,0.002815714,0.0001318606,0.0002671439,0.0008298632,0.04257108,0.00003783036],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002413572,0.9941387,0.0005308702,0.001019872,0.0002504575,0.0002147052,0.0002392427,0.00001370871,0.001178928],"genre_scores_gemma":[0.01702132,0.980305,0.001349078,0.0005777594,0.00008323119,0.0003254978,0.000190068,0.000008910956,0.0001392493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02976685,"threshold_uncertainty_score":0.1108297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.34620273037264,"score_gpt":0.4849776367016767,"score_spread":0.1387749063290367,"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."}}