{"id":"W2202109158","doi":"10.5539/jel.v5n1p44","title":"Reading and Mathematics Bound Together: Creating a Home Environment for Preschool Learning","year":2015,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Mathematics education; Vocabulary; Psychology; Developmental psychology; Pedagogy; Linguistics","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":[0.00199932,0.00006264407,0.0001148473,0.00009104214,0.0004907775,0.0001802126,0.00005724328,0.00004282633,0.00003380087],"category_scores_gemma":[0.001617893,0.00006075021,0.00002578899,0.00005512228,0.00006066013,0.0003567268,0.00001489445,0.0002278062,0.000002364658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730217,"about_ca_system_score_gemma":0.0002482438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270515,"about_ca_topic_score_gemma":0.000008360761,"domain_scores_codex":[0.9991577,0.0001792036,0.000244499,0.00008100855,0.0002113194,0.000126271],"domain_scores_gemma":[0.9989774,0.0002773575,0.0004113889,0.00003374243,0.0001254716,0.0001746693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004035112,0.0005511293,0.1510081,0.0001211456,0.00006700848,4.787651e-7,0.771354,0.00108218,0.002499543,0.005969194,0.001555352,0.06575159],"study_design_scores_gemma":[0.0004909578,0.0003360204,0.008262078,0.0002563059,0.00007413926,0.00002135364,0.7146508,0.0008763513,0.00009832896,0.004488976,0.2702629,0.0001818211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933606,0.0009052409,0.001396258,0.0006393893,0.0003664418,0.0001404239,1.672609e-7,0.000009167044,0.003182282],"genre_scores_gemma":[0.9789029,0.0003736404,0.01549259,0.00004972898,0.0005591714,0.00001062591,0.000002722185,0.00001066029,0.004598002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2687076,"threshold_uncertainty_score":0.3774714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572616169823924,"score_gpt":0.3587242376632555,"score_spread":0.3029980759650162,"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."}}