{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005550734,0.0006313592,0.0003721723,0.0004676467,0.0004128666,0.001224306,0.001382369,0.001301008,0.04724297],"category_scores_gemma":[0.002235612,0.0003349926,0.0008288958,0.0003058833,0.0003807237,0.0007276814,0.001725785,0.0009903022,0.003710969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005895262,"about_ca_system_score_gemma":0.001098004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673166,"about_ca_topic_score_gemma":0.001757784,"domain_scores_codex":[0.9997507,0.00007776817,0.0000172598,0.00002760472,0.0001001751,0.00002642898],"domain_scores_gemma":[0.9993773,0.000382846,0.00002366509,0.00004987247,0.00007945314,0.00008679924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001408037,0.001945205,0.005144214,0.001929483,0.0001046607,0.001538693,0.002227601,0.5096011,0.04452578,0.04860648,0.068452,0.3145167],"study_design_scores_gemma":[0.0005776748,0.0006238472,0.00187188,0.0003188987,0.0000832987,0.0004984213,0.0002043337,0.7630722,0.0173008,0.01605125,0.1992654,0.0001320124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1019272,0.001806893,0.7602915,0.001904444,0.001214571,0.002422912,0.002824706,0.01166106,0.1159467],"genre_scores_gemma":[0.5092778,0.002256764,0.4403678,0.0006236198,0.0001659856,0.004527799,0.002818922,0.001679991,0.0382813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04724297,"threshold_uncertainty_score":0.1580435,"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."}}