{"id":"W4393119503","doi":"10.1007/s11113-024-09866-7","title":"Women’s Work Characteristics and Fertility Expectations","year":2024,"lang":"en","type":"article","venue":"Population Research and Policy Review","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Fertility; Work (physics); Women's work; Demographic economics; Economics; Population; Psychology; Demography; Sociology; Engineering","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":[0.001682801,0.00006745812,0.0001583785,0.000135417,0.0003968331,0.0001950813,0.00008038649,0.00004840193,0.0001780727],"category_scores_gemma":[0.001193591,0.0000593793,0.00001937674,0.0008205805,0.0002187527,0.0001600339,0.0000464638,0.0001896797,0.00005455054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872058,"about_ca_system_score_gemma":0.0001368256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000818544,"about_ca_topic_score_gemma":0.0002686276,"domain_scores_codex":[0.9984977,0.0004164129,0.0001822484,0.0002067924,0.0003406198,0.0003562893],"domain_scores_gemma":[0.9991933,0.000349963,0.0000217515,0.0001246535,0.0000978419,0.0002124634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002353774,0.00006143826,0.2787912,0.005029967,0.0000371826,0.000005963654,0.03608891,4.814557e-8,0.000005614571,0.09085377,0.01187695,0.5772254],"study_design_scores_gemma":[0.00003187112,0.00002159387,0.7694056,0.001565799,0.000004084383,6.322923e-7,0.001111862,0.000003050343,1.277097e-7,0.0104437,0.2173269,0.000084811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5912228,0.368218,0.000008480566,0.02996072,0.0001322869,0.0007947548,0.00002585307,0.0001568053,0.009480341],"genre_scores_gemma":[0.7673845,0.2305977,0.0000319109,0.0001221086,0.0002802694,0.0001128297,0.00001231123,0.000006586552,0.001451748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5771406,"threshold_uncertainty_score":0.305216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643618391132388,"score_gpt":0.4770317953171067,"score_spread":0.3126699562038678,"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."}}