{"id":"W1983225389","doi":"10.1108/00400910210416192","title":"The reluctant workforce: undergraduates’ part‐time employment","year":2002,"lang":"en","type":"article","venue":"Education + Training","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Part-time employment; Workforce; Quarter (Canadian coin); Working time; Metropolitan area; Working hours; Term (time); Full-time; Work time; Work (physics); Psychology; Demographic economics; Duration (music); Medical education; Labour economics; Political science; Economics; Engineering; Medicine; Law; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005662256,0.0001551642,0.0001616413,0.0000487084,0.002830645,0.00002891792,0.0001711016,0.00007247004,0.001330809],"category_scores_gemma":[0.0002521986,0.0001084982,0.00006021436,0.0002260901,0.0000820185,0.00009849192,0.00005359424,0.0003362147,0.0009289197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477544,"about_ca_system_score_gemma":0.0001732663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000030511,"about_ca_topic_score_gemma":0.00002462908,"domain_scores_codex":[0.9983013,0.0002349607,0.0004551575,0.0002282593,0.0002371016,0.0005431934],"domain_scores_gemma":[0.9986889,0.0005915014,0.0001947406,0.0003048757,0.0001148584,0.0001051566],"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":[0.00001072906,0.0001094951,0.01826222,0.00001808223,0.00006406043,6.137288e-7,0.0566429,0.000003104895,0.00002383954,0.02872132,0.7283744,0.1677692],"study_design_scores_gemma":[0.0002465546,0.00003848442,0.009199973,0.0001807374,0.00002094482,9.252659e-7,0.02245292,0.0000550382,0.000003542025,0.003659377,0.9639854,0.0001560382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1738202,0.007252489,0.00006505911,0.2911,0.009175604,0.001675845,0.000009887385,0.0006015108,0.5162994],"genre_scores_gemma":[0.6365303,0.001001932,0.0002147909,0.004296084,0.002224672,0.0007709674,0.00004053009,0.0000431517,0.3548776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4627101,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616775692672014,"score_gpt":0.4132619290228325,"score_spread":0.2515843597556311,"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."}}