{"id":"W2236931586","doi":"","title":"Sharing Strategies With Teachers: iPods in Math Class","year":2012,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Mathematics education; Class (philosophy); Mathematics; Computer science; Pedagogy; Psychology; Artificial intelligence","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":[0.001814769,0.0003950672,0.0004249701,0.0006960827,0.003805109,0.005648131,0.002058205,0.001587675,0.02160488],"category_scores_gemma":[0.01344292,0.0003982729,0.0003935424,0.0004348713,0.001204773,0.003703676,0.004348759,0.001635093,0.002410068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230051,"about_ca_system_score_gemma":0.001456315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004121795,"about_ca_topic_score_gemma":0.006771534,"domain_scores_codex":[0.9981786,0.0008371933,0.00007711588,0.0003340931,0.0002239964,0.000349041],"domain_scores_gemma":[0.9900122,0.004258818,0.001065452,0.001163767,0.0005788476,0.002920832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001990032,0.007549798,0.1569417,0.0003563688,0.00009924452,0.001598376,0.5672873,0.0003761349,0.01346954,0.007672979,0.008312,0.2343467],"study_design_scores_gemma":[0.0005220334,0.002174882,0.1804088,0.0003169234,0.0002185107,0.001298377,0.7292433,0.002512343,0.006263352,0.008650435,0.06824505,0.0001459741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745867,0.00007166071,0.001068997,0.00054428,0.00003304108,0.00007311808,0.00006435876,0.00006306654,0.02349476],"genre_scores_gemma":[0.9868355,0.00004992946,0.001139737,0.0001391026,0.00000924106,0.00007714126,0.00006232326,0.00002734698,0.0116597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160488,"threshold_uncertainty_score":0.07227546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299939667444321,"score_gpt":0.3531299961911568,"score_spread":0.3231360294467247,"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."}}