{"id":"W4299423218","doi":"10.52842/conf.ecaade.2007.743","title":"Virtual Studio","year":2007,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Studio; Computer graphics (images); Multimedia; Human–computer interaction; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0001273465,0.00008530739,0.0000704298,0.0000699583,0.00004188783,0.00001782807,0.00008691358,0.00003608985,0.00002316819],"category_scores_gemma":[0.00001095472,0.00008238848,0.00002585742,0.0001478787,0.00001445542,0.00007473543,0.0000159543,0.0001140271,0.0001062595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002563106,"about_ca_system_score_gemma":0.000003873607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.832102e-7,"about_ca_topic_score_gemma":5.173743e-7,"domain_scores_codex":[0.9994797,5.30034e-7,0.0001083904,0.00009222267,0.0001334557,0.0001857569],"domain_scores_gemma":[0.999851,0.00002564236,0.00001012943,0.00002413363,0.0000319686,0.00005712522],"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":[0.000152886,0.000150113,0.01111243,0.0002762348,0.0004343662,0.00007355207,0.02358746,0.03343521,0.1359464,0.1369198,0.2156084,0.4423031],"study_design_scores_gemma":[0.00236124,0.0008329448,0.1720087,0.0001764422,0.000103156,0.0002918839,0.002849984,0.06355873,0.2064553,0.05098955,0.49779,0.00258207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285907,0.0002466264,0.1497227,0.0001775141,0.0003390464,0.0001481842,0.000001049317,0.0008946722,0.1198795],"genre_scores_gemma":[0.9969885,0.00000393792,0.002297923,0.0001080288,0.0002955309,0.000004223585,9.778681e-7,0.0000192751,0.0002815783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439721,"threshold_uncertainty_score":0.3359705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006098962727146753,"score_gpt":0.1986524479720454,"score_spread":0.1925534852448987,"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."}}