{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009914612,0.00041803,0.0004200642,0.0003356898,0.0005674452,0.0004578319,0.002316071,0.0002888575,0.0002504431],"category_scores_gemma":[0.000077878,0.0004266414,0.0002035559,0.002616163,0.000326527,0.0005383198,0.00123884,0.0003817512,0.0007498246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005502643,"about_ca_system_score_gemma":0.0005278223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008206033,"about_ca_topic_score_gemma":0.0001966118,"domain_scores_codex":[0.9960651,0.0003222456,0.001105288,0.001428507,0.0004439926,0.0006348103],"domain_scores_gemma":[0.9958932,0.0001950362,0.0003356094,0.002948065,0.0004019345,0.0002261736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002584291,0.0003919495,0.0001369355,0.0001021419,0.0001514579,0.000001225407,0.0002524095,0.0001631942,0.008498949,0.5997614,0.03150024,0.3590142],"study_design_scores_gemma":[0.0009502236,0.00008168738,0.004575844,0.0001776108,0.0001537458,0.000007244758,0.0001583945,0.7817411,0.02231136,0.0283582,0.1608477,0.0006368561],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001608045,0.0002102549,0.8825317,0.02947159,0.0004700476,0.001764847,0.00001985665,0.0004680169,0.08490287],"genre_scores_gemma":[0.9464291,0.0001680606,0.01799153,0.004277627,0.00009798072,0.0009941885,0.00005308361,0.00002398667,0.02996448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9462683,"threshold_uncertainty_score":0.9998186,"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."}}