{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005145708,0.0003207563,0.0004854479,0.003442016,0.00320624,0.002084629,0.001135088,0.0004087014,0.002860337],"category_scores_gemma":[0.02594468,0.0003651859,0.0006336113,0.009998196,0.00132374,0.0007485906,0.001641144,0.0009554615,0.0001965663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0137,"about_ca_system_score_gemma":0.01807269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9872865,"about_ca_topic_score_gemma":0.9912431,"domain_scores_codex":[0.997886,0.0003745198,0.0001685006,0.0002940472,0.000930931,0.0003459612],"domain_scores_gemma":[0.9733772,0.005951906,0.005509268,0.001466309,0.01198962,0.001705698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005930217,0.00002112285,0.9751344,0.0001237701,0.0001582953,0.00006037949,0.003007838,0.0002747801,0.00004190234,0.0007218888,0.001712895,0.01868347],"study_design_scores_gemma":[0.000002555446,0.000007938681,0.9948155,0.00009324076,0.00004463513,0.00002089028,0.001175156,0.0001092455,0.00003795718,0.00009122542,0.003588039,0.00001354217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948953,0.02024518,0.001079389,0.002718525,0.00008975984,0.00005404202,0.01481809,0.00002617699,0.01201596],"genre_scores_gemma":[0.9782993,0.01305873,0.001163519,0.0002194809,0.00002425287,0.00004878402,0.006200067,0.00001696456,0.0009690695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0137,"threshold_uncertainty_score":0.09940094,"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."}}