{"id":"W2140885219","doi":"","title":"Labor Supply, Wealth Dynamics, and Marriage Decisions","year":2006,"lang":"en","type":"article","venue":"California Center for Population Research","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Panel Study of Income Dynamics; Economics; Subsidy; Earned income tax credit; Welfare; Labour economics; Production (economics); Panel data; Labour supply; Microeconomics; Econometrics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001892971,0.0001107415,0.0001567088,0.0002471688,0.001287136,0.0001996111,0.0002239996,0.0001542317,0.00008170569],"category_scores_gemma":[0.00047176,0.0001084027,0.00006157481,0.0004508918,0.0002231987,0.000131415,0.00008097693,0.0002026868,0.00004394251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247724,"about_ca_system_score_gemma":0.000141703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008029371,"about_ca_topic_score_gemma":0.03611483,"domain_scores_codex":[0.9976779,0.0003041174,0.0003102219,0.0003367904,0.0006687531,0.0007022392],"domain_scores_gemma":[0.9986672,0.0004063112,0.00005785016,0.0002122944,0.0004320908,0.0002242343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002453238,0.00007107334,0.8856373,0.00001635838,0.000005084021,0.000001369718,0.0003546964,0.00002077215,0.00001495486,0.1048873,0.0068177,0.002148761],"study_design_scores_gemma":[0.0008235952,0.00004630276,0.8630314,0.00003130955,0.000007127175,0.000001045203,0.003013792,0.01184162,0.0000027413,0.03821339,0.08280213,0.0001855392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828871,0.0001504935,0.004918926,0.003188526,0.00038582,0.001028583,0.003508132,0.00007369682,0.003858707],"genre_scores_gemma":[0.9923311,0.0002393727,0.001926314,0.0001094219,0.0003512489,0.00005623595,0.001656459,0.00002556201,0.003304248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07598443,"threshold_uncertainty_score":0.9985762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840685869688801,"score_gpt":0.3780360292344866,"score_spread":0.3296291705375987,"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."}}