{"id":"W4298187456","doi":"10.52842/conf.ecaade.2013.1.467","title":"ARCS Architectural Chameleon Skin","year":2013,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interactivity; Materiality (auditing); Computer science; Architecture; Dream; Architectural geometry; Human–computer interaction; Computer graphics (images); Multimedia; Aesthetics; Visual arts; Art; Software","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":[0.0002434319,0.0006674636,0.000228359,0.0004887662,0.0007951735,0.001350307,0.0005615274,0.0005822781,0.03392653],"category_scores_gemma":[0.0007158936,0.0002824689,0.000316656,0.0002603505,0.0009131535,0.001047603,0.001934414,0.0008783725,0.004507334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111885,"about_ca_system_score_gemma":0.0003336364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007276433,"about_ca_topic_score_gemma":0.001209791,"domain_scores_codex":[0.9997011,0.00005533164,0.000008523047,0.00005137291,0.0001443008,0.00003928341],"domain_scores_gemma":[0.9997252,0.00005608179,0.00001240734,0.0001002851,0.00005259726,0.00005348127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004727209,0.0001087964,0.002051335,0.0006297306,0.00003294211,0.001540227,0.002810252,0.0719233,0.1877301,0.3244745,0.03762209,0.3706039],"study_design_scores_gemma":[0.00003001863,0.0002948231,0.003555643,0.00009132792,0.00002387307,0.002392965,0.000754289,0.07400335,0.04992576,0.03103309,0.8377974,0.00009746481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08908579,0.0006576665,0.5294192,0.000699373,0.000699373,0.0003347611,0.0007335638,0.01010146,0.3682688],"genre_scores_gemma":[0.6415883,0.0006019985,0.2273506,0.00015565,0.0001181371,0.0001689327,0.0005026602,0.001181534,0.1283322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03392653,"threshold_uncertainty_score":0.1134955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003049503309551718,"score_gpt":0.1539698182074598,"score_spread":0.1509203148979081,"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."}}