{"id":"W3094603535","doi":"10.29173/topo27","title":"The Psychological Effects of Urban Design","year":2020,"lang":"en","type":"article","venue":"Topophilia","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subconscious; Mental health; Perspective (graphical); Urban design; Psychology; Architectural engineering; Urban planning; Sociology; Applied psychology; Engineering; Civil engineering; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001207327,0.00005957797,0.00008466137,0.000002943538,0.00008936738,0.00000611732,0.0002148368,0.00003494757,0.0004876728],"category_scores_gemma":[0.0000555051,0.00003600941,0.00003288544,0.0001155254,0.0001468117,0.00003030343,0.00006279123,0.00008691424,0.0006426846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001608328,"about_ca_system_score_gemma":0.000002909761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004806378,"about_ca_topic_score_gemma":0.00001404382,"domain_scores_codex":[0.9993787,0.00006408926,0.0001007338,0.0001463748,0.0001486131,0.000161454],"domain_scores_gemma":[0.9995779,0.0001215494,0.00003913712,0.0001588999,0.000001949548,0.0001005358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00016302,0.0001273979,0.3097905,0.00003517845,0.00001239414,0.00002394603,0.001812861,0.00004976067,0.01448955,0.001755747,0.6479611,0.02377846],"study_design_scores_gemma":[0.001087303,0.00276517,0.8810255,0.00001865426,0.00003344699,0.000005340845,0.0000906253,0.001328075,0.006913793,0.004627723,0.101755,0.0003493662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726702,0.0005375898,0.001984116,0.01494832,0.0002100745,0.0006585747,0.000001343693,0.0000758824,0.008913928],"genre_scores_gemma":[0.9973817,0.0000394832,0.0005351671,0.00150596,0.00006473215,0.000007211066,2.204756e-7,0.000004857909,0.0004606301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712349,"threshold_uncertainty_score":0.8260626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037882844773069,"score_gpt":0.2661438564483919,"score_spread":0.2357650280006612,"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."}}