{"id":"W7114785912","doi":"10.60787/bsuje.vol25no2.42","title":"INTEGRATING DIGITAL TECHNOLOGY SKILLS IN EARLYCHILDHOOD EDUCATION FOR SUSTAINABLE INNOVATIVE TEACHING IN PRIMARY SCHOOLS IN OYO STATE","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"Educational Technology and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Cronbach's alpha; Curriculum; Government (linguistics); Population; Descriptive statistics; Sample (material); Quality (philosophy); Data collection; Early childhood education","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":[0.0007975597,0.0001627923,0.0002155044,0.002111566,0.0001226572,0.000479679,0.0006638878,0.0001853329,3.903484e-7],"category_scores_gemma":[0.002065639,0.0001710838,0.00002544669,0.003615374,0.00004681241,0.006460292,0.0003133905,0.001002773,0.000002171365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000543937,"about_ca_system_score_gemma":0.001446842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006120677,"about_ca_topic_score_gemma":0.00009061665,"domain_scores_codex":[0.9984698,0.00007280969,0.0004792093,0.0004870105,0.0001079983,0.0003831511],"domain_scores_gemma":[0.9991364,0.0001873508,0.0001344928,0.0003647363,0.0001599217,0.00001712316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001603009,0.0008228957,0.3394563,0.00004262762,0.00001212761,0.000004976474,0.001112049,0.000651416,0.0001366645,0.6169528,0.0002818728,0.04051015],"study_design_scores_gemma":[0.001616774,0.0001245629,0.2902029,0.0007683621,0.000003782546,0.000005752703,0.01159824,0.001381513,0.001179933,0.6908713,0.001773222,0.0004736111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8155373,0.0003282276,0.1737511,0.003923021,0.0001957697,0.0008598525,0.000006476562,0.0000957794,0.00530247],"genre_scores_gemma":[0.9683007,0.00001557815,0.02908276,0.000355554,0.00001262975,0.0003404289,0.0000593835,0.00001017132,0.001822809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527634,"threshold_uncertainty_score":0.6976593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002267069472459201,"score_gpt":0.2477119127210727,"score_spread":0.2454448432486135,"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."}}