{"id":"W4417290521","doi":"10.1002/ase.70167","title":"Novel application of gamification to support undergraduate anatomy: Student perceptions and performance","year":2025,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Perception; Undergraduate education; Work (physics); Undergraduate research; MEDLINE; Human body","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":[0.0004361832,0.000105232,0.0001234429,0.0003293427,0.0001848782,0.00004265582,0.0002813205,0.00006853487,0.00007359299],"category_scores_gemma":[0.00003816182,0.000101811,0.00003062923,0.001037769,0.0002355912,0.0001539905,0.0000404321,0.00007716987,0.00007868325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097895,"about_ca_system_score_gemma":0.0003349718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002819905,"about_ca_topic_score_gemma":0.00004169339,"domain_scores_codex":[0.9987822,0.00003956621,0.0003447559,0.000444973,0.0002085542,0.0001800154],"domain_scores_gemma":[0.9992409,0.00008250473,0.000131463,0.0002641451,0.0001885305,0.00009246132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001634754,0.0010555,0.1714512,0.00002597558,0.00001912908,1.051861e-8,0.002429683,0.00004103802,0.007505246,0.5655839,0.002586161,0.2492859],"study_design_scores_gemma":[0.0001301474,0.000113876,0.9864137,0.00002324972,0.00002421455,0.000002645256,0.003854699,0.00061916,0.000271109,0.001715927,0.006718204,0.0001130837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667245,0.00009702232,0.01158544,0.009936349,0.0005276962,0.0004813083,0.000005911087,0.0000288644,0.01061289],"genre_scores_gemma":[0.9955252,0.00004375143,0.001883151,0.0007026577,0.00005482486,0.000258053,0.00004050794,0.000005324544,0.001486507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8149625,"threshold_uncertainty_score":0.4151733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953785963804047,"score_gpt":0.3924787852103254,"score_spread":0.372940925572285,"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."}}