{"id":"W2592874559","doi":"","title":"Career Strategies Of Hotel Managers In Canada","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Hotel industry; Work (physics); Revenue; Career development; Marketing; Personality; Hospitality industry; Business; Public relations; Work experience; Psychology; Political science; Engineering; Tourism; Accounting; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917059,0.00007813895,0.0001075281,0.0001291809,0.00004215372,0.00004534219,0.0001774073,0.00002433167,0.00007119676],"category_scores_gemma":[0.00003250773,0.00005644204,0.00003371297,0.0001833112,0.00001934738,0.0007826742,0.00001974516,0.0002724458,0.00001245886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134638,"about_ca_system_score_gemma":0.00347103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7685851,"about_ca_topic_score_gemma":0.9747053,"domain_scores_codex":[0.9987043,0.000008547075,0.0002043052,0.00009063692,0.0001874421,0.0008047282],"domain_scores_gemma":[0.9996629,0.00001713577,0.0001554719,0.00008883126,0.00006798481,0.000007701556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005513706,0.00009533608,0.3006873,0.00007802225,0.0001382474,0.00002043431,0.0001115809,0.000141665,0.0004906841,0.6238332,0.002603211,0.0717451],"study_design_scores_gemma":[0.001289108,0.00002836056,0.3053646,0.0001362678,0.00004018198,0.0000162255,0.03447837,0.00004253274,0.00009655484,0.649782,0.008374522,0.0003512622],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907598,0.0003013251,0.0005282836,0.002810892,0.0002818814,0.00005241938,5.60827e-7,0.000005559602,0.005259238],"genre_scores_gemma":[0.9989655,0.0002518502,0.000004962368,0.00009198722,0.0003774845,0.00000171685,0.000001301577,0.000008913027,0.0002963028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2061202,"threshold_uncertainty_score":0.6157458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006664186716664023,"score_gpt":0.1869932053492686,"score_spread":0.1803290186326046,"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."}}