{"id":"W4304959917","doi":"10.20533/978-1-913572-20-4_2","title":"Extended Realities to Extending Realities in Architectural Pedagogy","year":2022,"lang":"en","type":"book-chapter","venue":"Learning and teaching methodologies","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Pedagogy; Architectural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001739815,0.0004361952,0.0006152837,0.0006438628,0.0003309263,0.0000700475,0.0002142179,0.0001775039,0.0001282483],"category_scores_gemma":[0.0006904913,0.0004345115,0.0001115871,0.00002907708,0.00008042368,0.00005960159,0.0002553628,0.002499473,0.000005795563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115473,"about_ca_system_score_gemma":0.00002991662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001927302,"about_ca_topic_score_gemma":0.00003836121,"domain_scores_codex":[0.997728,0.0007724122,0.0003928074,0.0004468922,0.0002632226,0.000396682],"domain_scores_gemma":[0.9963636,0.003287687,0.00008288815,0.00017715,0.00001340041,0.00007525431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000507108,0.00000223905,0.00003887417,0.0001793251,0.00008821881,0.00006644236,0.008927023,0.2020846,0.0001148243,0.214836,0.0001538829,0.5734579],"study_design_scores_gemma":[0.0002813146,0.0004200548,0.001704308,0.0004329147,0.00007291262,0.0003040834,0.003326297,0.002586557,0.00004200777,0.398301,0.5911906,0.001337942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007676254,0.0065929,0.1298361,0.0007300302,0.0008855599,0.0005018064,0.00003979143,0.002267025,0.8514705],"genre_scores_gemma":[0.2434947,0.001980202,0.3280757,0.0003613514,0.0009765344,0.000212767,0.0002780385,0.0005285364,0.4240921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5910367,"threshold_uncertainty_score":0.9998107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377800518617628,"score_gpt":0.3434966403779856,"score_spread":0.2797186351918093,"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."}}