{"id":"W3112552831","doi":"10.3389/frvir.2020.569674","title":"Thinking Through the Box: Evaluating a 3D Game to Engage Penetrative Thinking","year":2020,"lang":"en","type":"article","venue":"Frontiers in Virtual Reality","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Interface (matter); Human–computer interaction; Computer science; Virtual machine; Object (grammar); Virtual reality; Computer game; Test (biology); Orientation (vector space); Multimedia; Artificial intelligence; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009958923,0.0001828211,0.0002316956,0.00004101586,0.0001849473,0.0001025497,0.000320364,0.00009650262,0.00004845135],"category_scores_gemma":[0.0007841173,0.0001583461,0.00006062987,0.0004999413,0.00004269671,0.0002689369,0.0000790176,0.0005880484,0.00002563206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653115,"about_ca_system_score_gemma":0.00003365781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112341,"about_ca_topic_score_gemma":0.00006030159,"domain_scores_codex":[0.9982738,0.000305883,0.0003525302,0.0002726062,0.0005231784,0.0002719742],"domain_scores_gemma":[0.9994382,0.0001709747,0.00005714185,0.0001874887,0.00005743756,0.00008876577],"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":[0.0003581603,0.00006692779,0.002939364,0.000150351,0.0002036553,0.00003054122,0.3654291,0.4396484,0.003663176,0.009002661,0.03710942,0.1413983],"study_design_scores_gemma":[0.001623062,0.0005134087,0.008558919,0.0003207389,0.00008102505,0.000003035481,0.0201197,0.916545,0.005664065,0.03290731,0.01276049,0.0009032749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07762384,0.0002215732,0.9054243,0.002261569,0.0009605089,0.0006793923,0.00003111857,0.0003987317,0.01239899],"genre_scores_gemma":[0.9801502,0.00002911787,0.01669935,0.0027854,0.0002054361,0.00005049616,0.00003591548,0.00002999673,0.0000140506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9025264,"threshold_uncertainty_score":0.6457168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362925648844881,"score_gpt":0.3074643719664856,"score_spread":0.2538351154780368,"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."}}