{"id":"W2228969158","doi":"10.17101/systema.v1i2.168","title":"The City as Emergent Computational System","year":2013,"lang":"en","type":"article","venue":"","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Order (exchange); Epistemology; Space (punctuation); Computer science; Management science; Sociology; Data science; Geography; Engineering; Economics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007084382,0.0002101604,0.0003805897,0.0008385301,0.001390661,0.004575465,0.0008081256,0.0009605995,0.005693029],"category_scores_gemma":[0.001415102,0.0002246362,0.0004955565,0.000798251,0.005016433,0.004135085,0.003397655,0.00126477,0.0004761406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214805,"about_ca_system_score_gemma":0.001440425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005161479,"about_ca_topic_score_gemma":0.005027476,"domain_scores_codex":[0.999321,0.0002925719,0.00002481185,0.0001281762,0.0001351118,0.00009844932],"domain_scores_gemma":[0.9994204,0.0002463713,0.00004824794,0.0001185034,0.00007432346,0.00009220147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003076188,0.000002532643,0.0001656312,0.00001003374,0.000003390538,0.00002817373,0.0002340283,0.004245779,0.0001123846,0.9939651,0.0004284391,0.00080148],"study_design_scores_gemma":[0.00001037159,0.000008268481,0.0003037433,0.0000138393,0.000007428689,0.00004827672,0.0005362412,0.04244392,0.000149183,0.9362527,0.02021622,0.000009681411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1511737,0.001253817,0.5162607,0.01562564,0.0002939483,0.0001341773,0.0006978172,0.000522945,0.3140373],"genre_scores_gemma":[0.9303527,0.0006374465,0.04962721,0.0003754831,0.00009109355,0.0001586448,0.0002907958,0.00007494151,0.01839181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005693029,"threshold_uncertainty_score":0.01904505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006261279830385134,"score_gpt":0.1682140867669229,"score_spread":0.1619528069365378,"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."}}