{"id":"W4288450873","doi":"10.7758/rsf.2022.8.5.04","title":"Families’ Job Characteristics and Economic Self-Sufficiency: Differences by Income, Race-Ethnicity, and Nativity","year":2022,"lang":"en","type":"article","venue":"RSF The Russell Sage Foundation Journal of the Social Sciences","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"W.K. Kellogg Foundation; Spencer Foundation","keywords":"Receipt; Immigration; Demographic economics; Ethnic group; Wage; Quarter (Canadian coin); Working poor; Income Support; Labour economics; Survey of Income and Program Participation; Population; Race (biology); Family income; Pension; Inequality; Economics; Poverty; Economic growth; Political science; Geography; Sociology; Demography","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"],"consensus_categories":[],"category_scores_codex":[0.004958096,0.000137431,0.0002507404,0.00008377419,0.008005741,0.0004655583,0.001025613,0.00005595634,0.00009814955],"category_scores_gemma":[0.0001950579,0.00008853842,0.00009531135,0.0005259563,0.001746702,0.0004360944,0.0003413601,0.0003814601,0.000002089226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000265157,"about_ca_system_score_gemma":0.000612781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008805661,"about_ca_topic_score_gemma":0.0005390925,"domain_scores_codex":[0.997134,0.001144533,0.0003986183,0.0002035598,0.0008081005,0.0003111733],"domain_scores_gemma":[0.9985266,0.0004831073,0.0007437795,0.00009532221,0.00007122419,0.00007993402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260201,0.0002178247,0.7229155,0.00002350029,0.0001155665,0.000002219994,0.1891533,0.00007475704,0.0004599325,0.06902783,0.001107985,0.01686901],"study_design_scores_gemma":[0.0004435107,0.0002120642,0.8585305,0.00001787815,0.0001132418,0.00001932052,0.09953028,0.001713157,0.000007205337,0.01747321,0.02159833,0.0003413657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887578,0.0003425556,0.000167797,0.006170288,0.001331346,0.0001915207,0.00002967146,0.00001668501,0.002992274],"genre_scores_gemma":[0.997175,0.001791121,0.0000704887,0.0002768722,0.0002930872,0.00000395369,6.666502e-7,0.000006098062,0.0003827191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356149,"threshold_uncertainty_score":0.9932857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829427395676884,"score_gpt":0.2854251080986874,"score_spread":0.2671308341419185,"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."}}