{"id":"W4409086974","doi":"","title":"Kahoot! in a dental hygiene class: Motivating or stressful for students?","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dental hygiene; Class (philosophy); Hygiene; Medical education; Psychology; Business; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000854881,0.000423342,0.0003943926,0.0004242979,0.001835375,0.001922079,0.000705498,0.001217492,0.006918054],"category_scores_gemma":[0.002966437,0.0002287781,0.0004190183,0.0002160254,0.0007146312,0.0006712365,0.001725287,0.001102308,0.001068156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006307773,"about_ca_system_score_gemma":0.001057558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369102,"about_ca_topic_score_gemma":0.006180682,"domain_scores_codex":[0.9992537,0.0001725308,0.00003264669,0.00005756735,0.0002093494,0.0002742563],"domain_scores_gemma":[0.9982485,0.0002976867,0.0003436589,0.00002603182,0.000110761,0.0009733571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001339607,0.01326258,0.4607014,0.002548734,0.0001954344,0.006812066,0.0438198,0.000394786,0.01284289,0.001230634,0.04928296,0.407569],"study_design_scores_gemma":[0.0002481754,0.006551576,0.6582942,0.001690862,0.0003148339,0.0124846,0.218343,0.001728388,0.006894972,0.002394009,0.09076799,0.0002873948],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885091,0.0006212544,0.0005036151,0.002787306,0.0002771586,0.0001236439,0.00006018416,0.00007962163,0.007038208],"genre_scores_gemma":[0.9928505,0.0009087924,0.00104996,0.001197464,0.00008803904,0.00008551513,0.00006115957,0.00001355474,0.003744881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006918054,"threshold_uncertainty_score":0.02314317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04139294304188788,"score_gpt":0.3731476243380086,"score_spread":0.3317546812961207,"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."}}