{"id":"W2982591148","doi":"","title":"Family structure and child cognitive outcomes: Evidence from Canadian longitudinal data","year":2018,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Remarriage; Cognition; Longitudinal study; Developmental psychology; Association (psychology); Psychology; Medicine; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007929394,0.0004473403,0.000613064,0.0002212324,0.001674658,0.0003550748,0.001030496,0.0004503463,0.002595317],"category_scores_gemma":[0.002244705,0.0004423911,0.0001174068,0.0001137876,0.001519757,0.0005309706,0.0008476835,0.0006818507,0.0002081599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006126608,"about_ca_system_score_gemma":0.004184695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5646182,"about_ca_topic_score_gemma":0.8789711,"domain_scores_codex":[0.9968179,0.0003235414,0.000566346,0.001241188,0.0004869837,0.0005639713],"domain_scores_gemma":[0.996892,0.0009965436,0.0003376124,0.0006718162,0.0006005341,0.0005015337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000112194,0.00002267755,0.959843,0.0000264365,0.0004053321,0.00000671041,0.005767476,0.000002080317,0.000001437266,0.00148135,0.03230442,0.0001278942],"study_design_scores_gemma":[0.0001439003,0.00001970703,0.9797622,0.0006663378,0.00017485,0.000004489254,0.003766725,0.00003125139,0.000007294434,0.003334074,0.01147009,0.0006191083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560455,0.004900685,0.00003428754,0.00871476,0.0076998,0.0005004097,0.01172932,0.00005443696,0.01032082],"genre_scores_gemma":[0.9904832,0.0006489799,0.0006599982,0.001814221,0.003886805,0.00004353687,0.001392966,0.0000245175,0.001045818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3143529,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285220588671497,"score_gpt":0.3682824960907566,"score_spread":0.2397604372236068,"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."}}