{"id":"W4200259803","doi":"10.3138/jcfs-2021-0045","title":"Family Duties and Job Flexibility: Tradeoffs for Chinese Urban, Educated Mothers with Toddlers","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Flexibility (engineering); China; Demographic economics; Psychology; Sample (material); Value (mathematics); Economic stability; Labour economics; Economic growth; Sociology; Economics; Political science; Management","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":[0.0008790655,0.0002939051,0.0009933277,0.000127024,0.0005629419,0.0001052931,0.0002369216,0.00007881744,0.000008432631],"category_scores_gemma":[0.0003186701,0.0002061896,0.0001609568,0.0004649609,0.001214184,0.000414322,0.00005138377,0.000276786,0.000001778168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079899,"about_ca_system_score_gemma":0.0005963696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004211421,"about_ca_topic_score_gemma":0.0009630495,"domain_scores_codex":[0.997838,0.000368135,0.0005282544,0.0002991486,0.000560499,0.0004059926],"domain_scores_gemma":[0.9966198,0.001166446,0.0004373319,0.0001623635,0.001453555,0.0001604671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001300468,0.0005413491,0.4300853,0.0002000676,0.003667037,0.00004693133,0.4679447,0.0003121,0.001753539,0.003916743,0.08908632,0.001145502],"study_design_scores_gemma":[0.001332416,0.0004877972,0.4737645,0.0002344378,0.0001229501,0.00001057998,0.4994296,0.000006709164,0.0000772956,0.003440821,0.02080583,0.0002871203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915279,0.07327235,0.00009638897,0.002137936,0.0006964235,0.0003085379,0.00001298364,0.00003089909,0.008165457],"genre_scores_gemma":[0.9877946,0.007982908,0.001715502,0.0003642981,0.0005596748,0.00002356267,0.000001038956,0.00001857264,0.001539808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07251562,"threshold_uncertainty_score":0.8408166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303035021567513,"score_gpt":0.3987322167480044,"score_spread":0.2684287145912531,"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."}}