{"id":"W1486767028","doi":"10.56105/cjsae.v25i2.1715","title":"Lifelong Learning in Paid and Unpaid Work: Survey and Case Study Findings by D.W. Livingstone (Ed.).","year":2013,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Lifelong learning; Work (physics); Unpaid work; Sociology; Media studies; Gerontology; Medicine; Pedagogy; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002528338,0.0002686208,0.0004115673,0.00307558,0.0006730847,0.00150592,0.0005910897,0.0007615376,0.004535511],"category_scores_gemma":[0.00602065,0.0004061195,0.0002494569,0.006716519,0.0008071978,0.002441162,0.001473833,0.0007723866,0.001315691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229387,"about_ca_system_score_gemma":0.002047663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899238,"about_ca_topic_score_gemma":0.05495904,"domain_scores_codex":[0.9989863,0.0003195588,0.0001050286,0.00008083511,0.0004033404,0.0001048841],"domain_scores_gemma":[0.9950241,0.002729519,0.0005677497,0.0001424059,0.001029809,0.0005064257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001012312,0.0005313074,0.166662,0.001680224,0.00003281258,0.0005131687,0.03228022,0.0004204719,0.0002485746,0.004553589,0.2398744,0.5531021],"study_design_scores_gemma":[0.00001509527,0.0002905911,0.6351039,0.004412864,0.00003811769,0.001541695,0.08631223,0.0002827867,0.0003591138,0.002750158,0.2688316,0.00006180802],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4662621,0.4526742,0.002076172,0.02825175,0.0007454219,0.0003003407,0.01104797,0.00007925154,0.03856276],"genre_scores_gemma":[0.5551797,0.4073662,0.002420582,0.002901379,0.0003210249,0.0004133028,0.006012479,0.00004807603,0.0253372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02899238,"threshold_uncertainty_score":0.05764729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053716004988001,"score_gpt":0.2495354273163204,"score_spread":0.2289982672664403,"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."}}