{"id":"W3093017165","doi":"10.2139/ssrn.3714022","title":"Introducing CogX: A New Preschool Education Program Combining Parent and Child Interventions","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Disadvantaged; Cognition; Psychological intervention; Psychology; Intervention (counseling); Quarter (Canadian coin); Test (biology); Cognitive development; Early childhood intervention; Developmental psychology; Early childhood; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005571151,0.0005503826,0.0004509973,0.000631005,0.0007140338,0.0003828474,0.0009455492,0.0005437811,0.006766629],"category_scores_gemma":[0.000616094,0.0002091988,0.0004271154,0.0002667076,0.0001920674,0.0004328154,0.001800242,0.0008356109,0.0005173533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008197633,"about_ca_system_score_gemma":0.006142885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159644,"about_ca_topic_score_gemma":0.03545181,"domain_scores_codex":[0.9996747,0.00006306154,0.00001791183,0.00008099858,0.00008587648,0.00007747905],"domain_scores_gemma":[0.9997353,0.00005624341,0.00002297354,0.00001961343,0.00002100336,0.0001448794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003401463,0.03943221,0.01810878,0.001055514,0.0001106321,0.0006395955,0.001613537,0.001081149,0.0129707,0.001803039,0.0185003,0.9012831],"study_design_scores_gemma":[0.01950438,0.05925461,0.6801916,0.002107412,0.00120687,0.00325311,0.006617631,0.008177032,0.03386258,0.003929501,0.1815889,0.0003065184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583941,0.001198473,0.0143837,0.001372732,0.0004751713,0.004383445,0.001028948,0.002286256,0.01647718],"genre_scores_gemma":[0.7765605,0.002674538,0.1757348,0.00129906,0.0001225455,0.008181405,0.002002974,0.00014634,0.03327785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159644,"threshold_uncertainty_score":0.02305788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993641719099869,"score_gpt":0.3265250050820498,"score_spread":0.3065885878910511,"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."}}