{"id":"W2071417935","doi":"10.1353/utq.2005.0269","title":"Systems and Cities","year":2005,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":[0.00002042014,0.00004350956,0.0000907145,0.00001387808,0.00002512295,0.000007038105,0.00005168351,0.0000257052,0.0001685692],"category_scores_gemma":[2.666942e-7,0.00005097611,0.00002551418,0.000009660695,0.00002297485,0.0001627651,0.000002673704,0.00001674785,0.000008776767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004975632,"about_ca_system_score_gemma":0.000002396896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008168531,"about_ca_topic_score_gemma":0.009593496,"domain_scores_codex":[0.9997938,0.00000745913,0.00004303669,0.00004755735,0.00004771632,0.0000604224],"domain_scores_gemma":[0.9998696,0.000007838073,0.00001059546,0.00006447306,0.00001386149,0.00003367517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001407586,0.0001758042,0.008892119,0.0007732508,0.001781513,0.00006363089,0.1654592,0.017147,0.01999662,0.01609551,0.1034319,0.6660426],"study_design_scores_gemma":[0.001644214,0.0007034045,0.01826831,0.00008771454,0.0003229947,0.00001069471,0.04716237,0.6598594,0.0001919617,0.00006790238,0.2708802,0.0008008293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064813,0.008111521,0.02455797,0.00007862701,0.0001488618,0.0001141062,0.00002136291,0.000261945,0.06022427],"genre_scores_gemma":[0.9972177,0.0000708303,0.0003543754,0.000001959636,0.00002834021,2.813427e-8,0.000001133333,0.000002945761,0.00232274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6652418,"threshold_uncertainty_score":0.9984362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00502704634737727,"score_gpt":0.1484648346439856,"score_spread":0.1434377882966083,"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."}}