{"id":"W4312510272","doi":"10.46827/ejhrms.v6i1.1321","title":"HUMAN RESOURCES NEW CHALLENGES FOR CANADIAN EMPLOYERS - ANALYSIS OF THE HOSPITALITY AND TOURISM INDUSTRIES STRUGGLING THROUGH 2022","year":2022,"lang":"en","type":"article","venue":"European Journal of Human Resource Management Studies","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Context (archaeology); Hospitality; Human resources; Pandemic; Human resource management; Wonder; Business; Public relations; Hospitality industry; Work (physics); Coronavirus disease 2019 (COVID-19); Political science; Marketing; Management; Economics; Engineering; History; Psychology; Infectious disease (medical specialty); Law; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024689,0.0003682822,0.0007487938,0.001391443,0.002506848,0.0002241231,0.001206156,0.00002446074,0.0002453251],"category_scores_gemma":[0.00007448713,0.0003010067,0.0004534687,0.0010837,0.0002843693,0.0003173622,0.001882844,0.0004090983,0.000002914327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421729,"about_ca_system_score_gemma":0.00001597751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119012,"about_ca_topic_score_gemma":0.001893098,"domain_scores_codex":[0.9969431,0.000237858,0.001037119,0.0004413931,0.0008426721,0.0004978303],"domain_scores_gemma":[0.9976773,0.00006540763,0.00147739,0.0005477995,0.0001760004,0.00005616064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004706162,0.0008487155,0.06443966,0.003161255,0.05088612,0.001036773,0.04468909,0.02924513,0.00003834294,0.1253337,0.6267256,0.05312502],"study_design_scores_gemma":[0.001411362,0.0003074835,0.1074796,0.0001408774,0.00412995,0.0000022205,0.09414711,0.00002170366,0.000002660568,0.001428872,0.7905225,0.0004056158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350875,0.00465453,0.0000093108,0.004415623,0.0001915531,0.000663889,0.00001378461,0.00003907843,0.0549247],"genre_scores_gemma":[0.9921584,0.0001567322,0.00005075861,0.001012728,0.0007045002,0.00001709838,0.00001065598,0.00006582918,0.005823289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163797,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0606163272344691,"score_gpt":0.2684955567297686,"score_spread":0.2078792294952995,"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."}}