{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007608167,0.000272246,0.0001280545,0.0005510742,0.002424305,0.003332183,0.0002982318,0.000649853,0.006366891],"category_scores_gemma":[0.001771253,0.0001571855,0.0003636254,0.0004858808,0.00665892,0.001147819,0.00297772,0.0007676419,0.000321821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581416,"about_ca_system_score_gemma":0.0005680096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767754,"about_ca_topic_score_gemma":0.007351117,"domain_scores_codex":[0.9989238,0.0007201832,0.00001916692,0.00006126153,0.0001535885,0.0001219425],"domain_scores_gemma":[0.99924,0.0003006935,0.0001341092,0.0000909754,0.0001037288,0.0001303936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004338476,0.0007269622,0.1289133,0.0006784762,0.0002376497,0.00227947,0.340124,0.003562343,0.007634453,0.268978,0.02612202,0.2203096],"study_design_scores_gemma":[0.0000696326,0.0008579323,0.212364,0.0003457363,0.0001645224,0.001564352,0.3985279,0.001713297,0.002442733,0.04750137,0.3342881,0.0001605741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8018264,0.001358842,0.002789055,0.00485871,0.0001507811,0.0000333106,0.00007347277,0.00005665388,0.1888529],"genre_scores_gemma":[0.9949132,0.0002755655,0.0004238166,0.0002390887,0.00001261575,0.000008658189,0.00001292002,0.000009955646,0.004104226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006366891,"threshold_uncertainty_score":0.0212993,"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."}}