{"id":"W2920929663","doi":"10.25071/1705-1436.96","title":"The Problems and Experiences of Ethnic Minority and Migrant Workers in Hotels and Restaurants in England","year":2007,"lang":"en","type":"article","venue":"Just Labour","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Harassment; Promotion (chess); Immigration; Migrant workers; Sociology; Demographic economics; Political science; Economic growth; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984492,0.00006111748,0.0001181598,0.00005700418,0.0001715802,0.00003871842,0.00007387739,0.00007610309,0.000007563841],"category_scores_gemma":[0.0001509326,0.00004593026,0.00000875229,0.0002425465,0.0004005928,0.0001522554,0.00002147643,0.0000920993,2.028456e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001595518,"about_ca_system_score_gemma":0.00003740822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02966737,"about_ca_topic_score_gemma":0.6298565,"domain_scores_codex":[0.9992176,0.0001031365,0.0002101443,0.0001482516,0.0001031172,0.0002177814],"domain_scores_gemma":[0.9994931,0.0002919,0.00006530283,0.00006418416,0.00002361083,0.00006192253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001794397,0.00001183084,0.5219835,0.00002001218,0.00000162384,0.000001344099,0.4720083,7.062146e-7,0.00002965787,0.0002213951,0.00001324547,0.005690446],"study_design_scores_gemma":[0.0002982107,0.00001739924,0.7668601,0.00002558558,0.000001708188,5.476779e-7,0.2299017,0.00001078231,0.0000353815,0.0004095815,0.002383308,0.00005567211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947818,0.004084024,0.000002855431,0.0003117152,0.00006846267,0.0001992513,0.000001336848,0.000005034607,0.000545521],"genre_scores_gemma":[0.9981219,0.001439033,0.00003483142,0.00002372137,0.00004608654,0.000009555521,2.312049e-7,0.000002056284,0.0003225837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6001892,"threshold_uncertainty_score":0.9767942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673708061969181,"score_gpt":0.3091659272904673,"score_spread":0.2724288466707754,"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."}}