{"id":"W4405075128","doi":"10.1257/jel.20231648","title":"The Changing Identities of American Wives and Mothers","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Literature","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Matching (statistics); Variety (cybernetics); Marriage market; Value (mathematics); Resource (disambiguation); Demographic economics; Economics; Psychology; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125113,0.0001223468,0.0001353369,0.0008786935,0.003048445,0.002058394,0.0003399597,0.0004698501,0.003970325],"category_scores_gemma":[0.002425506,0.0001360727,0.00007717046,0.0009357054,0.003054339,0.001536081,0.001466805,0.0006921254,0.0003083334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305403,"about_ca_system_score_gemma":0.0006216081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737811,"about_ca_topic_score_gemma":0.04176652,"domain_scores_codex":[0.9994944,0.0002368901,0.000009876609,0.00006364051,0.00008841728,0.0001067354],"domain_scores_gemma":[0.9995514,0.0001473265,0.0001286869,0.00003112215,0.00005377415,0.00008779088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001921274,0.0001165811,0.3079972,0.00006566834,0.00003238559,0.001062994,0.2252478,0.0001363904,0.001340986,0.2482602,0.0159721,0.1995754],"study_design_scores_gemma":[0.00000947733,0.00007387801,0.3772752,0.0002436618,0.00002361936,0.0008005556,0.3289772,0.0003410251,0.000723323,0.02969573,0.2617991,0.0000372708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124769,0.003549797,0.0006561235,0.006615156,0.0001467619,0.000008637651,0.0001262128,0.000006550981,0.07641397],"genre_scores_gemma":[0.9865458,0.00230045,0.0002386761,0.0006152327,0.00004393504,0.000006445901,0.00003639391,0.000004063895,0.010209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01737811,"threshold_uncertainty_score":0.03455389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007819493995954985,"score_gpt":0.2638980196796669,"score_spread":0.2560785256837119,"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."}}