{"id":"W4415289622","doi":"10.21432/cjlt28609","title":"Student Motivation Using Virtual Reality in Human Anatomy and Physiology Courses","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Virtual reality; Curriculum; Competence (human resources); Human anatomy; Teaching method; Likert scale; Educational technology; Higher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002239036,0.00005490115,0.0001836442,0.001077691,0.000136644,0.000008042241,0.00003424637,0.000134049,0.00001381435],"category_scores_gemma":[0.0003107447,0.00005557342,0.00001062684,0.0003483472,0.0001608142,0.00002902576,0.000007016796,0.0004264541,1.043795e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982977,"about_ca_system_score_gemma":0.0007834938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859382,"about_ca_topic_score_gemma":0.001463746,"domain_scores_codex":[0.9994269,0.00006037241,0.0002428924,0.00009644245,0.00004254886,0.0001308357],"domain_scores_gemma":[0.99939,0.0000962288,0.0001215214,0.00005954818,0.0002272979,0.0001053796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007279368,0.0000090773,0.9931556,0.0000241024,0.00001606195,0.00001487154,0.0003653587,0.0002943922,0.0008482647,0.002449895,0.00002238379,0.002792693],"study_design_scores_gemma":[0.0008019196,0.0002425612,0.9850153,0.000249638,0.0000266435,0.00009137573,0.01079553,0.0004845248,0.0001813582,0.001138604,0.000922271,0.00005027508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921769,0.0007014088,0.00005475135,0.006817468,0.0001110609,0.00007263375,5.550365e-7,0.000008571454,0.0000565983],"genre_scores_gemma":[0.9997499,0.00001690962,0.00007135487,0.00007516616,0.00003461502,0.000001121605,0.00000255861,0.000004353452,0.00004402152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01043017,"threshold_uncertainty_score":0.2810843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764547691949611,"score_gpt":0.3879259966914341,"score_spread":0.360280519771938,"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."}}