{"id":"W2311315659","doi":"10.1177/0730888415625332","title":"Underpaid but Satisfied","year":2016,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canada Research Chairs","keywords":"Job security; Situational ethics; Distributive justice; Demographic economics; Psychology; Job satisfaction; Feeling; Equity (law); Social psychology; Sample (material); Business; Actuarial science; Economic Justice; Political science; Economics; Work (physics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106898,0.00006796674,0.00009291514,0.0000388486,0.0008486466,0.000003523154,0.00003722779,0.00005541658,0.0005489636],"category_scores_gemma":[0.00008623007,0.00004037221,0.00002017131,0.00009849684,0.00005399554,0.00005633198,0.00005594933,0.00007181649,0.0002568632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002340114,"about_ca_system_score_gemma":0.00003242647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005674843,"about_ca_topic_score_gemma":0.0002663679,"domain_scores_codex":[0.9993786,0.00007504135,0.0001606621,0.0001177175,0.00006728366,0.0002006447],"domain_scores_gemma":[0.9993083,0.0004234641,0.00004646344,0.0001202699,0.0000456723,0.00005580697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001521433,0.000008157444,0.9242399,0.000007177939,0.00001414235,3.709e-7,0.0008657303,3.20541e-8,0.00003586066,0.0189288,0.04591721,0.009967351],"study_design_scores_gemma":[0.0004116286,0.00001557477,0.9239833,0.00006768669,0.00001234332,5.822377e-8,0.00037597,2.115625e-7,0.000005792053,0.003662789,0.07139074,0.00007391103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345711,0.0002787488,0.002885821,0.02737964,0.0005142926,0.0003598088,0.00003036935,0.0001752123,0.03380501],"genre_scores_gemma":[0.9759435,0.0001471494,0.0001418432,0.0006229375,0.0001512679,0.00007627223,0.000004150382,0.000007861201,0.02290499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04137243,"threshold_uncertainty_score":0.6527189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06572992421920144,"score_gpt":0.3954558376658225,"score_spread":0.3297259134466211,"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."}}