{"id":"W7123664386","doi":"10.1109/ictbig68706.2025.11323592","title":"Augmented Reality Interior Designer Application","year":2025,"lang":"","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Augmented reality; Android (operating system); Mobile device; Interior design; Process (computing); User experience design; Plan (archaeology); Work (physics)","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":[0.0004748982,0.00149173,0.000920496,0.0008955051,0.0004365447,0.001821813,0.00161442,0.001200661,0.08366565],"category_scores_gemma":[0.002032162,0.0005291077,0.001021548,0.0004817753,0.0002284526,0.0008330477,0.00233026,0.000730519,0.03353817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170265,"about_ca_system_score_gemma":0.0004245405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00077272,"about_ca_topic_score_gemma":0.0008076344,"domain_scores_codex":[0.9992858,0.00009990854,0.00006507115,0.0001229084,0.0003515897,0.00007485017],"domain_scores_gemma":[0.9992657,0.0001764859,0.00004483335,0.000199359,0.0002518376,0.00006183209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001792061,0.000445733,0.003887169,0.003133808,0.000178878,0.002690623,0.001894699,0.004286295,0.09186996,0.01140065,0.2118249,0.6665952],"study_design_scores_gemma":[0.0002420364,0.0004698423,0.005331015,0.0003114713,0.0002043456,0.003906057,0.0002816452,0.02379911,0.04702552,0.002178319,0.9160386,0.0002120379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03510832,0.002836712,0.6270235,0.0007611308,0.0009482314,0.002465331,0.009222406,0.1450387,0.1765956],"genre_scores_gemma":[0.3605844,0.003048678,0.3447096,0.001745649,0.0003569029,0.002770737,0.01476516,0.0103563,0.2616625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08366565,"threshold_uncertainty_score":0.2798895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02288931431771671,"score_gpt":0.3122137191755621,"score_spread":0.2893244048578454,"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."}}