{"id":"W2156085444","doi":"10.1111/fare.12112","title":"Family Structure, Academic Characteristics, and Postsecondary Education","year":2015,"lang":"en","type":"article","venue":"Family Relations","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Educational attainment; Socioeconomic status; Socialization; Psychology; Developmental psychology; Academic achievement; Logistic regression; Multilevel model; Social psychology; Demography; Population; Sociology; Medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002858388,0.00008937551,0.00008963293,0.0001128584,0.0003697676,0.00006319848,0.0001350616,0.0001537229,0.00006356921],"category_scores_gemma":[0.0002936989,0.0001002286,0.00001876881,0.0002347276,0.0001820557,0.0005097628,0.00003182455,0.0002360431,0.0001350434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590627,"about_ca_system_score_gemma":0.001094315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628266,"about_ca_topic_score_gemma":0.0002238785,"domain_scores_codex":[0.9990405,0.0001173106,0.0002176962,0.0001848347,0.0002576011,0.0001819893],"domain_scores_gemma":[0.9992817,0.00006964964,0.000116478,0.0001335759,0.0001820852,0.0002165034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001658547,0.0002532817,0.573996,0.00001619772,0.00003873995,5.940865e-7,0.05804877,0.000008941558,0.007131781,0.1610693,0.1686023,0.03081748],"study_design_scores_gemma":[0.0001161788,0.00001694631,0.8046148,0.00002310275,0.0000228589,7.321898e-7,0.01526503,0.0000310108,0.00001839721,0.02172347,0.1580195,0.0001480095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413795,0.001220786,0.00006816437,0.0009571399,0.002246708,0.0002697859,0.00007619087,0.00007552138,0.05370619],"genre_scores_gemma":[0.992958,0.0002172726,0.0006622311,0.0008901582,0.0005121818,0.00002104655,0.0003467176,0.00001133986,0.004381044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306187,"threshold_uncertainty_score":0.4087205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07154810674803712,"score_gpt":0.3589816452691311,"score_spread":0.2874335385210939,"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."}}