{"id":"W4210487955","doi":"10.3138/jcfs.52.4.03","title":"Distribution of Household Labor Between Mothers and Fathers in Rural and Urban Malaysia","year":2022,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malay; Urbanization; Context (archaeology); Residence; Socioeconomics; Laundry; Demographic economics; Geography; Psychology; Sociology; Economic growth; Demography; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008495389,0.0001053977,0.0005009667,0.00009458986,0.0002406256,0.00001579181,0.0001369583,0.00002576803,0.000002778497],"category_scores_gemma":[0.00005340264,0.00009168235,0.00004302951,0.0002825331,0.0005463508,0.0001706587,0.00009017305,0.0002324451,1.339708e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763798,"about_ca_system_score_gemma":0.00005878426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007239986,"about_ca_topic_score_gemma":0.0000757411,"domain_scores_codex":[0.9986343,0.0003807559,0.0003494429,0.00009187799,0.0003705632,0.0001730332],"domain_scores_gemma":[0.998996,0.0003852877,0.0003793245,0.00005040125,0.0001371737,0.00005182445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006658261,0.0000422918,0.9125188,0.00001091322,0.000163436,0.000003214558,0.08347891,0.0001884593,0.0001450372,0.0006529426,0.002460902,0.0002684998],"study_design_scores_gemma":[0.0003938372,0.0001813235,0.6863986,0.00004535871,0.0000227164,8.626518e-7,0.3097713,0.000002591878,0.00001220604,0.0005760276,0.002528894,0.00006628149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741241,0.02462827,0.000008081769,0.0004849064,0.0001224538,0.0001197506,0.00005651471,0.00000664639,0.0004492671],"genre_scores_gemma":[0.9959647,0.003792094,0.00004585526,0.0000296322,0.0001013523,0.000005817195,9.713439e-7,0.000005038908,0.0000545381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262924,"threshold_uncertainty_score":0.3738698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788713317264996,"score_gpt":0.3437038303581487,"score_spread":0.264832498631649,"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."}}