{"id":"W4392235093","doi":"10.1080/13676261.2024.2321157","title":"The social reproductive labour of university students with hostile Jobs","year":2024,"lang":"en","type":"article","venue":"Journal of Youth Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; The Wilson Centre; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Labour economics; Gender studies; Demographic economics; Political science; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001326133,0.0001078818,0.0003446411,0.00007936799,0.001613621,0.000008958233,0.0002064803,0.00003598742,0.000007614623],"category_scores_gemma":[0.0002762779,0.00005524379,0.00009299059,0.0002520168,0.0002498986,0.0001199776,0.0002305013,0.000408218,0.000005637402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126892,"about_ca_system_score_gemma":0.0001139105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004108205,"about_ca_topic_score_gemma":0.0001097407,"domain_scores_codex":[0.9985834,0.0002946825,0.0003671772,0.0001200694,0.0004271524,0.0002074746],"domain_scores_gemma":[0.9980102,0.0006011048,0.0003847017,0.00009478201,0.0008823841,0.00002679685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001195105,0.00009407699,0.5760095,0.0004069069,0.004795335,0.00009269272,0.3723414,0.00000243299,0.00002332837,0.004526186,0.03950029,0.001012766],"study_design_scores_gemma":[0.0007319164,0.000384192,0.3583932,0.0006829841,0.0003939057,0.000002076393,0.6105011,1.490179e-7,0.00001808853,0.0003485968,0.0284565,0.00008729143],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798921,0.008434368,0.000008860618,0.00887767,0.001215408,0.0001878351,0.00003514124,0.00001939404,0.001329261],"genre_scores_gemma":[0.9900188,0.002753262,0.00002193668,0.0000372362,0.0007476919,0.00000115177,2.914522e-7,0.00001005317,0.006409617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381597,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887130441948514,"score_gpt":0.4351139300226535,"score_spread":0.3562426256031683,"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."}}