{"id":"W2789615576","doi":"","title":"The Interactive Whiteboard: Uses, Benefits, and Challenges. A survey of 11,683 Students and 1,131 Teachers","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Interactive whiteboard; Mathematics education; Likert scale; Computer science; Educational technology; Technology integration; Interactive video; Teaching method; Multimedia; Computer-Assisted Instruction; Psychology","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":[0.001216508,0.00005868317,0.0001294295,0.0003250646,0.0003527269,0.00003422425,0.000159025,0.0001723034,0.00001019127],"category_scores_gemma":[0.002056912,0.0000378368,0.00001103628,0.0001551271,0.0007960881,0.00007937436,0.00001781227,0.0002732103,5.245353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005683913,"about_ca_system_score_gemma":0.0003097483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008657052,"about_ca_topic_score_gemma":0.4322523,"domain_scores_codex":[0.9992867,0.0002186225,0.0001632884,0.00009130011,0.00008046449,0.000159678],"domain_scores_gemma":[0.9991173,0.000274616,0.0001834692,0.00005767668,0.0002408718,0.0001261218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003271493,0.000004565115,0.7790314,0.000001295052,0.00002384122,0.000002005238,0.003590117,6.461229e-8,0.000012453,0.01209824,0.00005272523,0.20518],"study_design_scores_gemma":[0.001094555,0.0006589319,0.5133935,0.0004061069,0.00005322729,0.0001503951,0.2764758,0.000005329662,0.00013551,0.00539309,0.2019837,0.0002498286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574123,0.009409647,0.000009308655,0.03276997,0.0001129616,0.00004526789,0.000001791973,0.00001106329,0.0002276744],"genre_scores_gemma":[0.9877303,0.01201022,0.00002616215,0.000008102831,0.00001510389,0.000001584307,1.844723e-7,0.000004421413,0.0002039382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4235952,"threshold_uncertainty_score":0.9979444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03917087108849018,"score_gpt":0.3183933241130988,"score_spread":0.2792224530246086,"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."}}