{"id":"W2168494478","doi":"10.1177/0192513x08322818","title":"Family Structure and Children's Psychosocial Outcomes","year":2008,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada; University of Victoria","funders":"","keywords":"Cohabitation; Psychosocial; Prosocial behavior; Psychology; Developmental psychology; Demographics; Fragile Families and Child Wellbeing Study; Demography; Psychiatry","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":[0.0003686671,0.0001272207,0.0003050438,0.0001482238,0.0007019982,0.00006490471,0.0002360004,0.0001762811,0.00001733023],"category_scores_gemma":[0.0001523255,0.00009777345,0.0001301888,0.0002022773,0.0003760452,0.0002846774,0.00002288202,0.0003522686,0.000005236345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004674554,"about_ca_system_score_gemma":0.0001587143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000562545,"about_ca_topic_score_gemma":0.00009933358,"domain_scores_codex":[0.9985801,0.0001438617,0.0003678369,0.0001167226,0.0005664006,0.0002251022],"domain_scores_gemma":[0.9991577,0.0001084102,0.0002824065,0.00009215945,0.0002015969,0.0001577563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000220961,0.00005865004,0.9632668,0.000003315525,0.0001275815,0.00003145785,0.0132913,0.00002296123,0.0003829516,0.007896308,0.01266787,0.002228646],"study_design_scores_gemma":[0.0004404362,0.00006026378,0.9781951,0.00001982187,0.0000279183,0.00002337969,0.002619118,0.000005968308,0.0000034615,0.004429847,0.01404584,0.0001288646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887136,0.004022867,0.00004090671,0.002671032,0.00091082,0.00009347194,0.00001227738,0.00001887614,0.003516193],"genre_scores_gemma":[0.9906849,0.005403434,0.001773185,0.0004689835,0.0007204025,3.700874e-7,0.000001510625,0.00001227889,0.0009349864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01492822,"threshold_uncertainty_score":0.5399274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03403777603757926,"score_gpt":0.3285883428474681,"score_spread":0.2945505668098888,"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."}}