{"id":"W4402035609","doi":"10.32920/26882497.v1","title":"Immersive Architecture: A Gateway to Better Visual Communication","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gateway (web page); Architecture; Computer science; Human–computer interaction; Computer network; Computer architecture; Multimedia; World Wide Web; Art; Visual arts","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":[0.003766376,0.0005670227,0.0003596509,0.001331846,0.001451505,0.009821083,0.001097199,0.002174328,0.01266055],"category_scores_gemma":[0.006809199,0.0005043506,0.0004772935,0.0006234513,0.01006855,0.01208502,0.009685156,0.002435779,0.00109199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093748,"about_ca_system_score_gemma":0.001474109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426521,"about_ca_topic_score_gemma":0.001186543,"domain_scores_codex":[0.9956898,0.002646928,0.0001251579,0.0003236632,0.0009849707,0.0002295788],"domain_scores_gemma":[0.995689,0.002340469,0.0003137671,0.0009309765,0.0004619764,0.0002638601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003717643,0.00005993656,0.001032522,0.0004078563,0.00003085999,0.000434717,0.07390311,0.001678142,0.004417671,0.816308,0.003021123,0.09866883],"study_design_scores_gemma":[0.00003857431,0.0001982315,0.002800043,0.0008064884,0.00003773893,0.001769184,0.03462566,0.00415517,0.002808277,0.5575039,0.395186,0.00007077257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09746546,0.007985235,0.4161726,0.02322128,0.0005099146,0.0001177709,0.0001059966,0.0007183751,0.4537034],"genre_scores_gemma":[0.891351,0.003340026,0.08686801,0.001185623,0.0001833628,0.00009789089,0.00006957236,0.0002235225,0.01668096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01266055,"threshold_uncertainty_score":0.04235381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007093084240226298,"score_gpt":0.2389529790806437,"score_spread":0.2318598948404174,"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."}}