{"id":"W1999612444","doi":"10.2495/dn120091","title":"Functionality and artistic creativity in design of environmentally integrated architecture","year":2012,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Creativity; Architecture; Variety (cybernetics); Perception; Architectural engineering; Computer science; Reflection (computer programming); Value (mathematics); Frame (networking); Architectural theory; Aesthetics; Sociology; Epistemology; Engineering; Artificial intelligence; Psychology; Visual arts; Social psychology; Art","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":[0.001539132,0.0003965847,0.0001870374,0.0008934278,0.001028615,0.00387376,0.0005918883,0.0006465452,0.002932355],"category_scores_gemma":[0.002371422,0.0004079334,0.0005387653,0.0005139033,0.005286384,0.002178574,0.002442233,0.0007620873,0.000253568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006450407,"about_ca_system_score_gemma":0.0006532198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004237627,"about_ca_topic_score_gemma":0.0007962009,"domain_scores_codex":[0.9982293,0.001066382,0.00008544611,0.0001312082,0.0003546703,0.000133085],"domain_scores_gemma":[0.9990528,0.0005727316,0.00007392155,0.0001307813,0.00007932046,0.00009042152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001667705,0.00009505644,0.005867335,0.0004726767,0.00006977177,0.001278035,0.02226463,0.06174516,0.02287759,0.7654627,0.001133314,0.1185669],"study_design_scores_gemma":[0.0001028846,0.0005478795,0.01099229,0.0003386308,0.00009937618,0.00277172,0.01298083,0.1120541,0.01012937,0.7836828,0.06614161,0.0001584495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4013236,0.001458065,0.4330204,0.001369773,0.00008613369,0.0001340123,0.00002735552,0.0002589775,0.1623218],"genre_scores_gemma":[0.9458978,0.0002752303,0.0479819,0.00004959186,0.00001629601,0.00005724686,0.00001301056,0.00004070424,0.005668324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00387376,"threshold_uncertainty_score":0.009809673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419712917481925,"score_gpt":0.2471759135311694,"score_spread":0.2329787843563501,"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."}}