{"id":"W2972952032","doi":"","title":"A Structural Model Analysis of Home Math Literacy Environment, SES, Disposition toward Mathematics of Young Children, and Parents’ Belief about Math Education","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Disposition; Literacy; Mathematics education; Psychology; Mathematics; Pedagogy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002281211,0.000174995,0.0002822609,0.0004873035,0.0001126729,0.000147456,0.0003583048,0.00006835,0.00002165515],"category_scores_gemma":[0.00004607661,0.0001721925,0.0001574044,0.0005145652,0.00005387329,0.0006531507,0.00007548439,0.000130945,0.000008247684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005732747,"about_ca_system_score_gemma":0.0002359752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514497,"about_ca_topic_score_gemma":0.000004315107,"domain_scores_codex":[0.998579,0.00009253223,0.000533776,0.0003537085,0.000280183,0.0001607897],"domain_scores_gemma":[0.9985797,0.00004034101,0.000568372,0.0005696098,0.0001382106,0.0001037069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005634019,0.00379608,0.4622209,0.0001628649,0.0007367682,3.514e-8,0.2251467,0.004502954,0.0005259683,0.2337958,0.0002301519,0.06887616],"study_design_scores_gemma":[0.0001257196,0.00007072866,0.9382511,0.000112356,0.0002452656,0.00000606068,0.0002961712,0.05762155,0.00005149032,0.003059704,0.000009173863,0.0001507293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255145,0.0002421689,0.07333251,0.0002688115,0.0002546034,0.0002258958,0.00002273769,0.00003695771,0.0001018798],"genre_scores_gemma":[0.9698111,0.00004512205,0.02945248,0.00006748299,0.00006806968,0.00003317206,0.000293794,0.00001354214,0.0002152302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4760302,"threshold_uncertainty_score":0.7021807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006778563330953958,"score_gpt":0.2464957576668155,"score_spread":0.2397171943358615,"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."}}