{"id":"W7114770826","doi":"10.60787/bsuje.vol25no1.24","title":"IMPACT OF MULTIMEDIA ON JUNIOR SECONDARY SCHOOL STUDENTS’ ENGAGEMENT IN MATHEMATICS IN ALIMOSHO LOCAL GOVERNMENT, LAGOS STATE","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Reliability (semiconductor); Descriptive statistics; Data collection; Government (linguistics); State (computer science); Descriptive research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004710376,0.0001463531,0.0001766014,0.0007650513,0.001022215,0.00149541,0.0002076113,0.0002747985,0.003651826],"category_scores_gemma":[0.001500664,0.00008813055,0.000109155,0.0005921278,0.0005744661,0.0005880166,0.001537823,0.0003260713,0.0001745968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007700928,"about_ca_system_score_gemma":0.001141392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249381,"about_ca_topic_score_gemma":0.01306385,"domain_scores_codex":[0.9996593,0.0001573367,0.00001396813,0.00002510717,0.00004821439,0.00009608192],"domain_scores_gemma":[0.99928,0.0002809055,0.0001300697,0.00001730606,0.000053925,0.0002376976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006113799,0.001993372,0.6384834,0.0004922361,0.00003923877,0.002270938,0.1752656,0.000641224,0.01021791,0.003602776,0.001281059,0.165101],"study_design_scores_gemma":[0.00002674678,0.001052453,0.6595129,0.0003198553,0.00005510572,0.0003405976,0.3160203,0.0008823603,0.003091542,0.0009684383,0.01770007,0.00002957895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981726,0.00004364112,0.00002847174,0.0001027446,0.000001937416,0.000004284699,0.000009604508,0.00000280841,0.001633922],"genre_scores_gemma":[0.9993661,0.00008270477,0.00004333199,0.00001412944,0.000001977831,0.000005335186,0.000008866544,8.654591e-7,0.0004766097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005249381,"threshold_uncertainty_score":0.01221657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179216016089162,"score_gpt":0.3699424277831241,"score_spread":0.3520208261742079,"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."}}