{"id":"W4318754518","doi":"10.1002/2211-5463.13567","title":"Game on: immersive virtual laboratory simulation improves student learning outcomes & motivation","year":2023,"lang":"en","type":"article","venue":"FEBS Open Bio","topic":"Educational Games and Gamification","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"McMaster University","keywords":"Virtual reality; Modalities; Test (biology); Instructional simulation; Psychology; Psychological intervention; Computer science; Medical education; Multimedia; Human–computer interaction; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002924357,0.0004239397,0.0002947126,0.0002480872,0.0001303594,0.0005557424,0.0003849005,0.0002286533,0.01116389],"category_scores_gemma":[0.001272598,0.00007401495,0.0002922149,0.00009065696,0.0001265563,0.0003052051,0.0006595429,0.0004044342,0.0006593679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098648,"about_ca_system_score_gemma":0.0002587269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005342221,"about_ca_topic_score_gemma":0.0007758053,"domain_scores_codex":[0.9998569,0.00005482955,0.000009213163,0.00001933035,0.00003166574,0.00002794539],"domain_scores_gemma":[0.999671,0.0001400886,0.00003335926,0.00002647177,0.00002741947,0.0001016524],"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":[0.01510405,0.04900058,0.0182005,0.001203939,0.0002664111,0.0002956017,0.001217985,0.006551506,0.1114178,0.001900775,0.01183255,0.7830083],"study_design_scores_gemma":[0.006359246,0.2114166,0.4076249,0.001029694,0.001109691,0.002203251,0.002633788,0.09940511,0.193804,0.007469624,0.06657884,0.0003653514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882526,0.0001652261,0.005055543,0.0002176746,0.00007386014,0.0002066376,0.0001886671,0.0004175015,0.005422267],"genre_scores_gemma":[0.9854193,0.0002102743,0.007754104,0.0001330283,0.00002003276,0.0002465145,0.000212469,0.00004113067,0.005963227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116389,"threshold_uncertainty_score":0.03734696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06616203087347229,"score_gpt":0.411693067003052,"score_spread":0.3455310361295797,"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."}}