{"id":"W3160880286","doi":"10.1080/17441730.2021.1920147","title":"Educational attainment and housework participation among Japanese, Taiwanese, and American women across adult life transitions","year":2021,"lang":"en","type":"article","venue":"Asian Population Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Educational attainment; Demographic economics; Psychology; Demography; Argument (complex analysis); Child bearing; Gender studies; Sociology; Economic growth; Economics; Medicine; Population","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":[0.0002801176,0.0001266332,0.0002425358,0.00003827388,0.0009372079,0.00009544694,0.00004694558,0.00005048483,0.00002632232],"category_scores_gemma":[0.0005348729,0.0001323334,0.00002576742,0.000377784,0.0006385997,0.0002690867,0.00004123288,0.00008506894,0.000004323402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034255,"about_ca_system_score_gemma":0.00007520658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005880374,"about_ca_topic_score_gemma":0.01432262,"domain_scores_codex":[0.9985935,0.0002078916,0.0002396906,0.0003051988,0.0003116633,0.0003420285],"domain_scores_gemma":[0.9991869,0.0001564951,0.000123922,0.0001192447,0.0002417621,0.0001716908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007814244,0.00004823798,0.6640299,0.00001935937,0.0000694101,9.914728e-7,0.3304601,0.00001444197,0.000004540307,0.001457372,0.000263838,0.003623948],"study_design_scores_gemma":[0.000123825,0.00001474615,0.6599969,0.00002573353,0.00001253118,5.326713e-7,0.3384989,0.000002830327,7.201297e-7,0.0009509823,0.0002740296,0.00009824039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812371,0.001246168,0.000008758034,0.01616917,0.0001497312,0.000175013,0.00001540782,0.00006239736,0.0009362658],"genre_scores_gemma":[0.9971769,0.001301513,0.0002089698,0.0002622081,0.0002657539,0.0001866518,0.00002784891,0.0000126076,0.0005574782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593988,"threshold_uncertainty_score":0.7992355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124414830192819,"score_gpt":0.3667344268355201,"score_spread":0.3354902785335919,"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."}}