{"id":"W4366278676","doi":"10.1002/psp.2661","title":"Union formation, within‐couple dynamics, and child well‐being: A global macrolevel perspective","year":2023,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; York University; Ministerio de Ciencia e Innovación; National Institute on Aging; Jacobs Foundation; McGill University; National Institutes of Health; National Science Foundation","keywords":"Fertility; Conceptualization; Perspective (graphical); Life course approach; Demographic economics; Centrality; Demographic transition; Geography; Political science; Demography; Psychology; Economic growth; Sociology; Developmental psychology; Population; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158223,0.0002044611,0.0003305518,0.001230352,0.0005179212,0.001978541,0.0003143894,0.0002863775,0.005227391],"category_scores_gemma":[0.001827507,0.0001474236,0.0002797577,0.001995395,0.0009282331,0.001949318,0.002549485,0.0007559364,0.0002256221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006252206,"about_ca_system_score_gemma":0.0005060061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009957851,"about_ca_topic_score_gemma":0.01559537,"domain_scores_codex":[0.9995129,0.0002640946,0.00001585288,0.00006848651,0.00004046986,0.0000980921],"domain_scores_gemma":[0.9986118,0.0005455121,0.0004311006,0.0001018821,0.0001349993,0.0001746908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000533343,0.00004896947,0.9391723,0.000270468,0.0002098627,0.0003326626,0.0094105,0.001208647,0.0003446302,0.0118776,0.002162974,0.03490796],"study_design_scores_gemma":[0.000001632923,0.00005147348,0.9740863,0.0002984575,0.00006450676,0.000102305,0.01478367,0.0005612762,0.0001449967,0.003503778,0.006386711,0.00001489232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645427,0.007499854,0.00197468,0.004302233,0.00005688528,0.00002528316,0.002351027,0.00001814539,0.01922913],"genre_scores_gemma":[0.9971853,0.001721921,0.0003783213,0.0001960622,0.00002832734,0.00001123867,0.000249594,0.000003775383,0.0002255186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009957851,"threshold_uncertainty_score":0.01979977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350972311189571,"score_gpt":0.2838840700300006,"score_spread":0.2703743469181049,"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."}}