{"id":"W1981547867","doi":"10.1177/0739456x12454174","title":"Evolution of Urban Design Plans in the United States and Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Sustainability; Equity (law); Urban design; Urban planning; Diversity (politics); Participatory planning; Rigour; Environmental planning; Political science; Sociology; Geography; Engineering; Civil engineering; Law","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":[0.001168606,0.00003139078,0.00006697052,0.0003313023,0.00003867491,0.00001503476,0.000055808,0.00002005693,0.000004356648],"category_scores_gemma":[0.00007027409,0.00002039934,0.000007094953,0.0002618723,0.00002342765,0.00007315414,0.000003943724,0.0001904281,1.060636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007221549,"about_ca_system_score_gemma":0.000176785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06943735,"about_ca_topic_score_gemma":0.005918804,"domain_scores_codex":[0.9993762,0.0001500074,0.0001377891,0.00002196872,0.0002082335,0.0001057924],"domain_scores_gemma":[0.9995183,0.0002685003,0.00003019614,0.00003456134,0.00009315526,0.00005525587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004393401,0.0001145857,0.7794267,0.00009931286,0.00006110759,0.000004441748,0.02840107,0.01517966,0.001516319,0.000273157,0.1738304,0.001049296],"study_design_scores_gemma":[0.0003664271,0.0001618855,0.8891684,0.0002543741,0.00003856979,0.000090548,0.03789422,0.04599598,0.0006175479,0.0002306719,0.02504555,0.0001357752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954426,0.003026927,0.001100731,0.00020867,0.00007954896,0.00003545675,0.000001286659,0.000001263871,0.0001034671],"genre_scores_gemma":[0.9994985,0.0002075834,0.0001389701,0.00001221959,0.00008670294,0.000001048705,0.000002360833,0.000002752192,0.00004981273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1487848,"threshold_uncertainty_score":0.9367594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04962785788096711,"score_gpt":0.3143629666182076,"score_spread":0.2647351087372405,"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."}}