{"id":"W4402875156","doi":"10.1007/978-3-031-64699-7_8","title":"Aesthetics of Architecture: Emerging Insights from the Brain","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Architecture; Aesthetics; Cognitive science; Neuroscience; Art; Psychology; Visual arts","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":[0.0002122702,0.0005387486,0.0002922456,0.0008234783,0.0005637766,0.003977679,0.0005158751,0.0009265367,0.01256169],"category_scores_gemma":[0.0005102929,0.0001757913,0.0002374563,0.001025461,0.00372677,0.003003847,0.0007446138,0.001951764,0.002706474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008035236,"about_ca_system_score_gemma":0.0005305232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009469808,"about_ca_topic_score_gemma":0.002898872,"domain_scores_codex":[0.9999212,0.00001822391,0.000002243542,0.00001393872,0.00003816283,0.000006162458],"domain_scores_gemma":[0.999831,0.0001125672,0.000006619127,0.00001348386,0.000024039,0.00001215109],"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":[0.00001062046,0.00001104929,0.0001174116,0.0002055626,0.000007348992,0.00006467351,0.0006804156,0.0006780541,0.001290863,0.8391586,0.03918529,0.1185901],"study_design_scores_gemma":[0.000001676953,0.00000572873,0.000405428,0.0001556366,0.000002958063,0.0002590631,0.000332561,0.001017818,0.000276831,0.740559,0.2569736,0.000009601249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003778661,0.08594707,0.04456298,0.004969178,0.001284617,0.00001339595,0.0001038218,0.0001681382,0.8591722],"genre_scores_gemma":[0.1834875,0.1605212,0.0576241,0.003602754,0.003606903,0.00009715109,0.0003526166,0.0005217218,0.590186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01256169,"threshold_uncertainty_score":0.04202312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756616246123601,"score_gpt":0.2577497909118588,"score_spread":0.2301836284506228,"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."}}