{"id":"W2927885356","doi":"10.1016/j.nedt.2019.03.008","title":"Evaluating student perceptions of a multi-platform classroom response system in undergraduate nursing","year":2019,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Usability; Bachelor; Formative assessment; Student engagement; Thematic analysis; Nurse education; Descriptive statistics; Perception; Medical education; Class (philosophy); Mobile device; Clicker; Psychology; Computer science; Nursing; Mathematics education; Qualitative research; Medicine; Human–computer interaction; Mathematics; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007690788,0.0001163242,0.0002119968,0.0003703085,0.0002607395,0.00004670869,0.0002491112,0.0001075661,0.0001161873],"category_scores_gemma":[0.0009896985,0.0001223744,0.00005500186,0.0007852087,0.0001487915,0.0002707103,0.00001159638,0.0002663705,0.0001036729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917554,"about_ca_system_score_gemma":0.00148763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007370962,"about_ca_topic_score_gemma":0.0002042946,"domain_scores_codex":[0.9962937,0.002154783,0.000451869,0.0002702849,0.0005461272,0.0002832465],"domain_scores_gemma":[0.9984666,0.0005647284,0.0002792468,0.0002906708,0.0003365449,0.00006228487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002120452,0.001683069,0.178701,0.00007976332,0.00002524411,4.617526e-7,0.4098903,0.0003151939,0.04907852,0.2537962,0.0004632545,0.1057549],"study_design_scores_gemma":[0.0005892093,0.00009584975,0.4991029,0.0007644772,0.00001875141,0.00000145102,0.4961649,0.00103864,0.0002489715,0.001398869,0.0003896681,0.0001863107],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726825,0.00003647424,0.001702112,0.002197973,0.002226308,0.0007613336,0.00000232307,0.00006793589,0.02032308],"genre_scores_gemma":[0.966287,0.00000176809,0.02826549,0.00004071208,0.0001146959,0.00005130249,0.000005276061,0.00001688247,0.005216839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3204019,"threshold_uncertainty_score":0.5014336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08523744271814608,"score_gpt":0.5013415452263468,"score_spread":0.4161041025082007,"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."}}