{"id":"W2129434549","doi":"10.5539/cis.v3n4p72","title":"An Introductory of Mental Arithmetic Using Interactive Multimedia for Pre-School Children","year":2010,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mental arithmetic; Interactive media; Multimedia; Mathematics education; Test (biology); Arithmetic; Attention span; Cognition; Psychology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005574031,0.00003999537,0.00005198547,0.0002120684,0.0003311554,0.0001103702,0.0002052989,0.00003954387,0.00002533277],"category_scores_gemma":[0.0002294752,0.00003617997,0.0000121844,0.0002307261,0.0006388926,0.004507274,0.00002406375,0.00008543988,0.000002431023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984592,"about_ca_system_score_gemma":0.000221833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194016,"about_ca_topic_score_gemma":0.0000299603,"domain_scores_codex":[0.9995035,0.00001258879,0.0001499493,0.00008450756,0.0001520605,0.00009738935],"domain_scores_gemma":[0.9993878,0.0000300654,0.0001065422,0.00009799632,0.0003049771,0.000072639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003871579,0.0001933265,0.05359988,0.00002033446,0.00001686487,1.993619e-8,0.1823756,0.0000628425,0.0376961,0.08744244,0.0007002713,0.6378536],"study_design_scores_gemma":[0.000933606,0.0003079652,0.455422,0.00003910152,0.00001695658,0.00001236686,0.01119313,0.4929159,0.02849681,0.001645907,0.008668421,0.0003478583],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560462,0.000001965092,0.04214222,0.0002425589,0.0008931903,0.000264404,0.000005308256,0.00002868101,0.0003755076],"genre_scores_gemma":[0.9553336,0.000003920257,0.04438509,0.0001373734,0.000120276,0.000005332242,0.000009121974,9.278806e-7,0.000004375972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6375057,"threshold_uncertainty_score":0.3267665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009986794028895131,"score_gpt":0.3402099198802554,"score_spread":0.3302231258513603,"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."}}