{"id":"W1517194384","doi":"","title":"Family Transformations and the Well-being of Children: Recent Evidence from Canadian Longitudinal Data","year":2001,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stepfamily; Poverty; Context (archaeology); Child poverty; Psychology; Demography; Nuclear family; Single parent; Family life; Well-being; Standard of living; Extended family; Fragile Families and Child Wellbeing Study; Demographic economics; Developmental psychology; Political science; Sociology; Socioeconomics; Geography; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024954,0.0001402503,0.0001943052,0.0002488698,0.001105118,0.0002227598,0.001130014,0.000151178,0.00002941622],"category_scores_gemma":[0.0001269748,0.0001265778,0.00005305191,0.0006214514,0.0005515323,0.001958924,0.0001675447,0.0003903075,0.00002912404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160853,"about_ca_system_score_gemma":0.0003763057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03737124,"about_ca_topic_score_gemma":0.8276705,"domain_scores_codex":[0.9982862,0.0004690251,0.0002237855,0.0003338133,0.0003561447,0.0003310313],"domain_scores_gemma":[0.9985762,0.0003687295,0.0001228203,0.0005338321,0.0001328497,0.0002656154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003831516,0.00001315009,0.9940701,0.000003296535,0.00004800837,0.00001428871,0.003728881,0.00004607607,0.000004768806,0.001520244,0.000001892002,0.0005109464],"study_design_scores_gemma":[0.0006105488,0.00001275072,0.9934037,0.0001442267,0.000114474,0.000004022206,0.001889429,0.00001174656,0.000002821175,0.0005213866,0.003128633,0.000156275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922184,0.0005855162,0.0004913391,0.002975984,0.000168167,0.0003496451,0.00007082881,0.00003185224,0.003108285],"genre_scores_gemma":[0.9922482,0.006610214,0.00003736098,0.0001656385,0.00006526252,4.75155e-7,0.0000680216,0.00001020864,0.0007946645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7902993,"threshold_uncertainty_score":0.969039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508624291175031,"score_gpt":0.3340935572399378,"score_spread":0.1832311281224347,"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."}}