{"id":"W3113716081","doi":"10.17645/up.v5i4.3632","title":"The Creeping Conformity—and Potential Risks—of Contemporary Urbanism","year":2020,"lang":"en","type":"article","venue":"Urban Planning","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conformity; Urbanism; Sustainability; New Urbanism; Landscape urbanism; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Environmental planning; Geography; Architecture; Law; Ecology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009199286,0.0003462871,0.0003444285,0.000838511,0.004430817,0.007028492,0.001042395,0.001744626,0.002978],"category_scores_gemma":[0.01488424,0.000345314,0.0003599378,0.000735186,0.05259152,0.007592413,0.007590143,0.004593495,0.0003409155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003041405,"about_ca_system_score_gemma":0.001762985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177393,"about_ca_topic_score_gemma":0.002725303,"domain_scores_codex":[0.9889296,0.006451382,0.0002428766,0.001252839,0.00245969,0.0006636461],"domain_scores_gemma":[0.9918765,0.003493726,0.0009332089,0.00242545,0.0008443476,0.0004267748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003028648,0.00002116383,0.00281507,0.00004975291,0.00001541489,0.00009308115,0.01644353,0.0008951916,0.0002662707,0.9615943,0.001868797,0.01590717],"study_design_scores_gemma":[0.00001238897,0.00005111612,0.002704975,0.0001162419,0.000009590576,0.0002320594,0.01088125,0.0008866768,0.0003100578,0.9273695,0.05739692,0.00002924605],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4493291,0.005627749,0.09266524,0.1160916,0.000819047,0.000132076,0.0001324087,0.0002470996,0.3349558],"genre_scores_gemma":[0.9924175,0.0005923028,0.002786146,0.001114204,0.0001612369,0.00003835879,0.00001661771,0.00004878124,0.002824843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009199286,"threshold_uncertainty_score":0.0486511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472965253592386,"score_gpt":0.2375568380573658,"score_spread":0.1828271855214419,"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."}}