{"id":"W3209653268","doi":"10.32598/bcn.2021.3257.2","title":"Personality and Aesthetic Preferences in Architecture: A Review of the Study Approaches and Assessment Methods","year":2021,"lang":"en","type":"review","venue":"Basic and Clinical Neuroscience Journal","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Personality; Architecture; Psychology; Aesthetics; Computer science; Social psychology; Art; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007512934,0.001244069,0.002162047,0.009291133,0.0006162273,0.002358708,0.00135306,0.001224832,0.002324783],"category_scores_gemma":[0.01304466,0.0006333225,0.001802061,0.007586746,0.001321119,0.0026133,0.001107785,0.001295579,0.0005784886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863522,"about_ca_system_score_gemma":0.004595139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003967807,"about_ca_topic_score_gemma":0.006345569,"domain_scores_codex":[0.9964772,0.001257918,0.0008697032,0.0004174229,0.0008968669,0.00008095416],"domain_scores_gemma":[0.9841467,0.01240927,0.001029827,0.0002954337,0.001974985,0.0001438185],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000730355,0.00007130214,0.002148142,0.1089906,0.0004021085,0.0001364402,0.0007271543,0.0001994026,0.0003445667,0.003040029,0.005744266,0.8781229],"study_design_scores_gemma":[0.00006575714,0.0005072078,0.03852657,0.3847997,0.004497524,0.004953419,0.003301023,0.0006636551,0.001321946,0.01200979,0.5491062,0.0002472645],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000385582,0.9978643,0.0005931568,0.0003208461,0.0001161241,0.00003486479,0.00003542676,0.000005692252,0.0006440259],"genre_scores_gemma":[0.004132203,0.9937882,0.001455092,0.0001864254,0.0001275525,0.00008800603,0.0000408042,0.000004409737,0.0001773228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924871,"threshold_uncertainty_score":0.03973264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4055720240833059,"score_gpt":0.5237220361024881,"score_spread":0.1181500120191822,"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."}}