{"id":"W4285042545","doi":"10.22215/etd/2022-15050","title":"Using Virtual Reality to Improve Learning Mindsets and Academic Performance in Post-Secondary Students","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Mindset; Scarcity; Psychology; Psychological intervention; Experiential learning; Cognitive reframing; Priming (agriculture); Empirical research; Knowledge management; Social psychology; Pedagogy; Computer science","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":[0.0005040839,0.0002967312,0.0002862773,0.0002961191,0.0005768374,0.001359638,0.0002625708,0.0003117759,0.004278391],"category_scores_gemma":[0.001594847,0.00009507695,0.0003341132,0.000148391,0.0003261754,0.0002562125,0.0007573937,0.0007032821,0.0006700308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220788,"about_ca_system_score_gemma":0.0003657289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023395,"about_ca_topic_score_gemma":0.002349518,"domain_scores_codex":[0.9997994,0.00005643088,0.000008913093,0.00002486638,0.00004389597,0.00006650743],"domain_scores_gemma":[0.999448,0.0001284008,0.00007264602,0.00002322841,0.00004002607,0.0002875963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002635184,0.06613583,0.1593137,0.0007799274,0.0003468769,0.0003986419,0.0244901,0.001692883,0.02962354,0.001775833,0.005832422,0.7069751],"study_design_scores_gemma":[0.0004205263,0.0256898,0.9268376,0.0004166326,0.0002837478,0.0002806429,0.01994319,0.001902049,0.007971264,0.002391181,0.01377503,0.00008838785],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966583,0.0002150338,0.0001101956,0.0001408664,0.00002446565,0.00002217394,0.00001101781,0.00001109395,0.002806741],"genre_scores_gemma":[0.996027,0.0004832411,0.0004071778,0.00008762361,0.00001918134,0.00004763772,0.00002244974,0.000003958724,0.002901786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004278391,"threshold_uncertainty_score":0.01431262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523562528424576,"score_gpt":0.3830881206540884,"score_spread":0.3578524953698426,"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."}}