{"id":"W4378213519","doi":"10.17673/ip.2021.6.12.1","title":"URBAN PLANNING AND HEALTH","year":2023,"lang":"en","type":"article","venue":"Innovative Project","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human settlement; Urban planning; Opposition (politics); Architecture; Sanitation; Quarter (Canadian coin); Mental health; Great Depression; Economic growth; Political science; History; Sociology; Politics; Civil engineering; Psychology; Medicine; Law; Archaeology; Engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009122759,0.00005029612,0.00008061116,0.0001936361,0.0004903118,0.00006175488,0.00006380884,0.00003136713,0.00001586469],"category_scores_gemma":[0.000174786,0.00004964916,0.000006242063,0.002783704,0.00008925264,0.0001196492,0.00003007993,0.00008919493,0.00002728956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004278208,"about_ca_system_score_gemma":0.0002894947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006996284,"about_ca_topic_score_gemma":0.0000560894,"domain_scores_codex":[0.9992982,0.00008505932,0.00011062,0.0001296023,0.0001607981,0.0002156894],"domain_scores_gemma":[0.9997079,0.00004909921,0.00006165131,0.00004157343,0.0001096642,0.0000301437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003780535,0.000009193211,0.3837615,0.00001215735,0.00001352741,0.000005950825,0.1612659,0.000001465933,0.00003687941,0.1214527,0.3280794,0.005357559],"study_design_scores_gemma":[0.0002237219,0.00006119797,0.1360039,0.0000583788,0.000001194168,7.776841e-7,0.03598035,0.0001127822,0.00003867907,0.0006631461,0.8266973,0.000158576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.468324,0.0007824685,0.002731714,0.03657246,0.0009331764,0.001558835,0.00003665408,0.002370839,0.4866899],"genre_scores_gemma":[0.9930183,0.00002090006,0.0002391169,0.00150104,0.0001602617,0.00001214915,0.00002405975,0.000008213265,0.005016005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5246943,"threshold_uncertainty_score":0.3771132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1872265940342641,"score_gpt":0.4478279895307271,"score_spread":0.2606013954964629,"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."}}