{"id":"W2561548159","doi":"10.5539/ies.v10n1p144","title":"Preschool Children’s School Readiness","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Checklist; Qualitative research; Preschool education; Quantitative research; Maturity (psychological); Multimethodology; Qualitative property; Developmental psychology; Medical education; Mathematics education; Pedagogy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283274,0.0001903572,0.0003445144,0.001424991,0.000906653,0.00117578,0.0002652098,0.0003420338,0.003805957],"category_scores_gemma":[0.003585246,0.0001870149,0.0003122905,0.0008804759,0.0006008029,0.0009298561,0.001126106,0.000827609,0.0002201426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008474309,"about_ca_system_score_gemma":0.00104758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444233,"about_ca_topic_score_gemma":0.01825212,"domain_scores_codex":[0.999124,0.0002547984,0.00007450997,0.000114734,0.0001846048,0.0002472792],"domain_scores_gemma":[0.9985335,0.0004354544,0.0003717008,0.00005819307,0.0002762205,0.0003248276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214455,0.0001490382,0.7045925,0.0004398481,0.0000449199,0.001633376,0.2388535,0.00007454408,0.00328712,0.00152893,0.001603305,0.04767148],"study_design_scores_gemma":[0.000003637155,0.0001234429,0.7821552,0.0001561687,0.00001948959,0.0006407584,0.210261,0.00002210141,0.00040911,0.0002376488,0.005945792,0.00002569725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992788,0.0008258987,0.00009989573,0.000275812,0.000009024616,0.00002014426,0.000159527,0.000009447836,0.005812234],"genre_scores_gemma":[0.9983281,0.0006445011,0.0001235338,0.00003682105,0.000002615872,0.00002156434,0.000112042,0.000002568199,0.0007282699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444233,"threshold_uncertainty_score":0.0287165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823213056270156,"score_gpt":0.4013173185226657,"score_spread":0.3630851879599641,"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."}}