{"id":"W2173060065","doi":"","title":"‘IT’S JUST A THING I DO’: YOUNG KITCHEN WORKERS’ COMMUNITIES OF PRACTICE AND CAREERS OF PRECARITY","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precarity; Sociology; Gender studies","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":[0.002399714,0.0003369289,0.0004895903,0.0007135488,0.0158317,0.005487525,0.001056777,0.001191372,0.002256901],"category_scores_gemma":[0.003969676,0.0005464616,0.0002017199,0.0008083273,0.01221849,0.002685294,0.005804819,0.001988238,0.0002343663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008078745,"about_ca_system_score_gemma":0.008934036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1685223,"about_ca_topic_score_gemma":0.3681271,"domain_scores_codex":[0.9980099,0.000839117,0.00006473038,0.0001699914,0.0002826474,0.0006337133],"domain_scores_gemma":[0.9967926,0.0008995008,0.0004692817,0.00008225244,0.0003014177,0.001454956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005960294,0.000005379051,0.003481101,0.00001459799,8.776682e-7,0.000430739,0.9943029,0.000004236477,0.00009718349,0.0003691042,0.0002815602,0.001006408],"study_design_scores_gemma":[7.169536e-7,0.000009481182,0.002816231,0.00003234915,0.000001564979,0.0001347565,0.9942315,0.000005518865,0.00002344651,0.00005170178,0.002688948,0.000003861223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942356,0.0008142135,0.0001234511,0.001853011,0.00003892999,0.00001673522,0.00001900038,0.000004724293,0.00289439],"genre_scores_gemma":[0.9972433,0.0004757449,0.0000864111,0.0002218341,0.000005908478,0.00001027216,0.000009700457,0.000004805877,0.001942037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685223,"threshold_uncertainty_score":0.3350828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778302752352844,"score_gpt":0.2304824405793105,"score_spread":0.2026994130557821,"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."}}