{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001483829,0.0001556327,0.0002648974,0.0001787032,0.000106295,0.0001424044,0.0004344396,0.00008251116,0.0002860895],"category_scores_gemma":[0.0006918184,0.0001450072,0.00009609369,0.0005435678,0.0001832158,0.0005733961,0.0001190738,0.0004979653,0.00004271974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139747,"about_ca_system_score_gemma":0.001073823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911127,"about_ca_topic_score_gemma":0.002334748,"domain_scores_codex":[0.9977974,0.0004287333,0.0004630502,0.0002236281,0.0007005771,0.0003865664],"domain_scores_gemma":[0.9989822,0.0004083248,0.0001471843,0.0002939787,0.00003898604,0.0001293426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007323544,0.002334095,0.9380226,0.00006824442,0.0001159857,0.0000109522,0.03876158,0.0003280945,0.0001417179,0.01217222,0.004809336,0.00316193],"study_design_scores_gemma":[0.001710849,0.0001368305,0.9020504,0.000274196,0.00002782292,1.44436e-7,0.08328461,0.00008520331,0.0003412661,0.003178856,0.008631305,0.0002784772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538188,0.00007700769,0.0001457005,0.0003071728,0.000249284,0.0004417046,0.0001477802,0.00001366408,0.04479889],"genre_scores_gemma":[0.9903393,0.000117264,0.0001702099,0.0002725681,0.00003676032,0.00003275695,0.000008503945,0.00001219313,0.009010473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04452303,"threshold_uncertainty_score":0.5913222,"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."}}