{"id":"W2728362947","doi":"","title":"The Integration of Interactive Whiteboard Technology Into Regular Lesson Instruction","year":2015,"lang":"en","type":"article","venue":"TSpace (University of Toronto)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Interactive whiteboard; Computer science; Whiteboard; Technology integration; Lesson study; Multimedia; Mathematics education; Educational technology; Pedagogy; Psychology; Professional development","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003294486,0.00005406328,0.0001039178,0.00007262802,0.000332816,0.000008443323,0.0002791982,0.000169124,0.0002766733],"category_scores_gemma":[0.0002873375,0.00005234145,0.00003862878,0.0001830175,0.0007649445,0.0004384028,0.00004067341,0.0001075892,0.000006725369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689505,"about_ca_system_score_gemma":0.000187889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1432769,"about_ca_topic_score_gemma":0.3837731,"domain_scores_codex":[0.9994453,0.0001033684,0.00007831689,0.0001087845,0.0001693236,0.00009488906],"domain_scores_gemma":[0.9990518,0.00004126319,0.0002175135,0.0001804214,0.0004706924,0.00003829411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001133,0.00005832843,0.002039685,0.000004094122,0.00004004014,4.692835e-7,0.1756102,0.000002245239,0.00300055,0.3866637,0.001355032,0.4311123],"study_design_scores_gemma":[0.0003228729,0.00012837,0.009184333,0.00002684895,0.00002169792,8.028544e-7,0.9613292,0.00007240764,0.00290353,0.007350835,0.01858769,0.00007144402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8936734,0.0002110654,0.002920096,0.02780372,0.0004937291,0.0001874827,0.000001037472,0.00009932338,0.07461014],"genre_scores_gemma":[0.9953017,0.0001802804,0.002408094,0.000005797683,0.00002043739,5.385443e-7,0.000002826434,0.000002708283,0.002077586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.785719,"threshold_uncertainty_score":0.8624281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317087373688569,"score_gpt":0.3055848824885671,"score_spread":0.2824140087516814,"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."}}