{"id":"W4407941888","doi":"10.1145/3715930","title":"iStudio: The Interioraction Design Lab","year":2025,"lang":"en","type":"article","venue":"interactions","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Universitas Brawijaya","keywords":"Computer science; Operating system","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":[0.004531468,0.001062908,0.0008271324,0.00100743,0.002223249,0.005618454,0.002574314,0.001271001,0.159147],"category_scores_gemma":[0.005244991,0.000929861,0.0008381496,0.0006956201,0.002059556,0.002234061,0.004211262,0.003297741,0.03993431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503669,"about_ca_system_score_gemma":0.003683745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000116,"about_ca_topic_score_gemma":0.004482259,"domain_scores_codex":[0.9973947,0.0009410548,0.0000621834,0.0003897916,0.0009765852,0.0002356144],"domain_scores_gemma":[0.9958218,0.001338332,0.00009578459,0.001042616,0.0008691598,0.0008322382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001515787,0.001801728,0.002351621,0.0007982295,0.00009062485,0.0003564919,0.003496791,0.00574025,0.03189997,0.1603521,0.5083008,0.2832958],"study_design_scores_gemma":[0.0004205005,0.0003335895,0.0009840647,0.0001789775,0.00003087587,0.0001279487,0.0007860893,0.02018493,0.01469436,0.03315247,0.9290388,0.00006744926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01983408,0.0007755536,0.3294008,0.004224516,0.001997599,0.0009749578,0.009739871,0.06022375,0.5728288],"genre_scores_gemma":[0.1430934,0.0006925498,0.3975797,0.001625361,0.0003833755,0.003508286,0.01199568,0.03435967,0.406762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.159147,"threshold_uncertainty_score":0.5323998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836500722846672,"score_gpt":0.2846423891741673,"score_spread":0.2362773819457006,"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."}}