{"id":"W1594301398","doi":"","title":"From Play to Thoughtful Learning: A Design Strategy to Engage Children With Mathematical Representations","year":2008,"lang":"en","type":"article","venue":"Journal of Computers in Mathematics and Science Teaching","topic":"Educational Games and Gamification","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Mathematics education; Educational technology; Teaching method; Instructional design; Computer science; Computer-Assisted Instruction; Psychology; Cognitive science; Human–computer interaction; Pedagogy; Multimedia","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":[0.001841155,0.001198528,0.000329412,0.0006244152,0.0005914459,0.002396116,0.001587539,0.001013433,0.006640144],"category_scores_gemma":[0.005738316,0.0006396594,0.000468642,0.0001813496,0.001315698,0.001901419,0.002423709,0.001294235,0.001030554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227061,"about_ca_system_score_gemma":0.0007083096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001665665,"about_ca_topic_score_gemma":0.0003688327,"domain_scores_codex":[0.9987265,0.000645491,0.00008227742,0.000254044,0.000192342,0.00009921759],"domain_scores_gemma":[0.9973096,0.001647507,0.0001876538,0.00032428,0.000222504,0.0003085426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004023278,0.007895322,0.006392166,0.00367441,0.0002594155,0.0007202443,0.05166131,0.004877692,0.1943727,0.1775461,0.009709713,0.5388676],"study_design_scores_gemma":[0.007014637,0.01447034,0.01233283,0.001775268,0.001784308,0.002673985,0.025715,0.06964442,0.2578433,0.2573879,0.3488864,0.0004716362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2361585,0.0002956853,0.723564,0.001786634,0.0003408615,0.002508612,0.0001425805,0.001938082,0.03326498],"genre_scores_gemma":[0.5542195,0.0002052924,0.4317152,0.0005091461,0.00003176692,0.005019058,0.0001075206,0.0003102329,0.007882332],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006640144,"threshold_uncertainty_score":0.02221346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05980092480240221,"score_gpt":0.3624880146026266,"score_spread":0.3026870898002244,"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."}}