{"id":"W2525622875","doi":"10.1111/jomf.12372","title":"Gender Asymmetry in Educational and Income Assortative Marriage","year":2016,"lang":"en","type":"article","venue":"Journal of Marriage and the Family","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Assortative mating; Wife; Marriage market; Census; Demographic economics; Educational attainment; Economics; Sociology; Demography; Population; Political science; Economic growth","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":[0.002198755,0.00007342696,0.0001569904,0.001109465,0.0003562767,0.0006749768,0.0001963282,0.000187767,0.004691792],"category_scores_gemma":[0.01243798,0.00007600406,0.0001410878,0.001045442,0.000586781,0.0006681981,0.0006076304,0.0003417312,0.0002179277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005347097,"about_ca_system_score_gemma":0.0002516223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003970338,"about_ca_topic_score_gemma":0.005612088,"domain_scores_codex":[0.9991419,0.000390421,0.00004529634,0.0000844661,0.000197555,0.0001402757],"domain_scores_gemma":[0.9933657,0.003437225,0.002011284,0.0003408015,0.0005919396,0.000252913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002079976,0.00007639352,0.9583431,0.0000203151,0.00004386132,0.0002321415,0.003229944,0.0004829736,0.0006479629,0.01196899,0.0007559944,0.02399053],"study_design_scores_gemma":[0.000003621446,0.00005050196,0.989521,0.00001604233,0.000009318121,0.0001622033,0.003332322,0.001152706,0.0002762455,0.00423567,0.001231981,0.000008257697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916163,0.0002422575,0.0003786547,0.0002286925,0.000009194608,0.000008407983,0.0002380756,0.000002412712,0.007275969],"genre_scores_gemma":[0.9995369,0.00005361672,0.00003885574,0.00001690801,0.00000457139,0.00000216021,0.00006550928,5.046114e-7,0.0002810776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004691792,"threshold_uncertainty_score":0.01569557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346329392878011,"score_gpt":0.2879750717116856,"score_spread":0.2645117777829055,"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."}}