{"id":"W4407582893","doi":"10.5539/jel.v14n4p21","title":"Development of Virtual Reality Environments to Visualize the Fractals of the Dragon’s Curve Using Plato’s Polyhedra","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyhedron; Fractal; Virtual reality; Computer graphics (images); Computer science; Mathematics; Artificial intelligence; Geometry; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004481111,0.00005840876,0.000111016,0.00007063415,0.0001213093,0.00001191526,0.0001222535,0.00003109561,0.0000116715],"category_scores_gemma":[0.0001332382,0.00004046997,0.00003359635,0.0001388631,0.00002430963,0.00004903041,0.00003469582,0.0002074104,5.547613e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007274524,"about_ca_system_score_gemma":0.0001813205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002455706,"about_ca_topic_score_gemma":0.000005092203,"domain_scores_codex":[0.999297,0.00005461176,0.0003971111,0.00004883497,0.0001389304,0.00006354427],"domain_scores_gemma":[0.9995177,0.0000928147,0.0002114759,0.0000981125,0.00004948132,0.00003043406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002046746,0.0001975855,0.01095499,0.00007657138,0.0001575788,5.730868e-8,0.02665118,0.7671527,0.1167796,0.001138333,0.0004724935,0.07639839],"study_design_scores_gemma":[0.001043068,0.0001473431,0.5185046,0.00191282,0.0003171563,0.00003494955,0.03221727,0.1465406,0.1113111,0.0008814933,0.1865278,0.0005618619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014492,0.0001518481,0.09754405,0.0003262882,0.0002364289,0.00008191317,6.122069e-7,0.000003214855,0.0002064198],"genre_scores_gemma":[0.9946311,0.00001808889,0.005119273,0.00005513722,0.0000355632,0.000003142022,6.067135e-7,0.000006119618,0.0001309354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6206121,"threshold_uncertainty_score":0.1650317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776911606108944,"score_gpt":0.303932712388971,"score_spread":0.2861635963278815,"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."}}