{"id":"W4362454614","doi":"10.1002/jdd.13215","title":"Whiteboard animation simulation for dental education","year":2023,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Animation; Whiteboard; Storytelling; Computer science; Multimedia; Interactive whiteboard; Computer animation; Graphics; Software; Computer graphics (images); Narrative; Art","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":[0.0003021858,0.00009475495,0.0001216375,0.0003581478,0.0001083437,0.00006009823,0.0001041816,0.00007321406,0.0003740279],"category_scores_gemma":[0.0002611183,0.00009186444,0.0001035866,0.0003889247,0.00002023562,0.0003763083,0.00001094706,0.0001198796,0.000482438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016105,"about_ca_system_score_gemma":0.0003304698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180787,"about_ca_topic_score_gemma":0.000007093202,"domain_scores_codex":[0.9990771,0.00006540079,0.0003787442,0.0001316985,0.000208928,0.0001380901],"domain_scores_gemma":[0.9987532,0.0001294809,0.0004769044,0.00006857334,0.000502364,0.00006947599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001188846,0.002585834,0.07014371,0.0002442659,0.0001796903,0.000002633363,0.01146148,0.001056021,0.004975155,0.003911762,0.07754379,0.8267068],"study_design_scores_gemma":[0.004061698,0.001982228,0.7561911,0.0005507934,0.0003769889,0.0003740035,0.1199225,0.002063608,0.002674931,0.006938379,0.1042257,0.0006381276],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877958,0.0002730774,0.001830048,0.0003432763,0.005148373,0.0002988863,0.000005299013,0.00003668616,0.004268525],"genre_scores_gemma":[0.9882343,0.00001152067,0.0003232137,0.0002569088,0.00118583,0.00005785246,0.00009673871,0.00002016533,0.009813427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8260687,"threshold_uncertainty_score":0.6200926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395740413954053,"score_gpt":0.4418579517909359,"score_spread":0.4022839103955306,"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."}}