{"id":"W4413575849","doi":"10.64628/aam.xcshk4xee","title":"Worker shortage? Or poor work conditions? Here’s what’s really vexing Canadian restaurants","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Economic shortage; Work (physics); Business; Marketing; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732083,0.0004912487,0.0005901941,0.001602454,0.01046215,0.006559028,0.001276878,0.002580341,0.03279009],"category_scores_gemma":[0.006561551,0.0003288447,0.0006552107,0.004066307,0.005630057,0.003533188,0.002606275,0.004344448,0.001863231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03322228,"about_ca_system_score_gemma":0.05651721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9721808,"about_ca_topic_score_gemma":0.9854845,"domain_scores_codex":[0.9978042,0.0001679321,0.0000516979,0.0001322301,0.0005212502,0.001322674],"domain_scores_gemma":[0.9924044,0.0003320717,0.0004716807,0.0001584731,0.002574561,0.004058838],"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":[0.0003426689,0.0001231679,0.1175303,0.0007531446,0.0001320524,0.001204437,0.02029779,0.0004336362,0.0008681168,0.02015417,0.7185951,0.1195654],"study_design_scores_gemma":[0.00005920063,0.00008317981,0.3549302,0.001885684,0.0001062856,0.0003429036,0.1866247,0.0002425152,0.0003520586,0.008886845,0.4462583,0.0002282167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1407768,0.01709342,0.0005010733,0.7451972,0.005675016,0.00004777746,0.002931957,0.0001483398,0.08762833],"genre_scores_gemma":[0.7648066,0.02047493,0.0009447504,0.1092531,0.002968924,0.00005851578,0.001432982,0.0002629434,0.09979731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03322228,"threshold_uncertainty_score":0.2410457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374458964349491,"score_gpt":0.2678376733040201,"score_spread":0.2340930836605252,"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."}}