{"id":"W2523707847","doi":"","title":"Complex Urban Systems ICT Infrastructure Modeling: A Sustainable City Case Study","year":2014,"lang":"en","type":"article","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Information and Communications Technology; Computer science; Process (computing); Key (lock); Process management; Systems engineering; Knowledge management; Engineering; Engineering management; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001809689,0.0004009117,0.0008381262,0.001586523,0.0006917104,0.000246242,0.001750378,0.0005043535,0.00007142258],"category_scores_gemma":[0.00197712,0.0003314128,0.0001758513,0.003127308,0.0004948829,0.0005443323,0.0006677698,0.0005420261,0.00002849322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161281,"about_ca_system_score_gemma":0.000147126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007351091,"about_ca_topic_score_gemma":0.0001199479,"domain_scores_codex":[0.9958858,0.0001359213,0.001286249,0.0009919362,0.001105545,0.0005945039],"domain_scores_gemma":[0.9951478,0.0001726108,0.0006690166,0.002553969,0.001287893,0.0001687282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009337522,0.001730975,0.2863667,0.0001355028,0.0004015939,0.00109672,0.002737633,0.1758578,0.001251842,0.4187586,0.07619234,0.03537691],"study_design_scores_gemma":[0.001637267,0.0005039234,0.001338547,0.00003743831,0.0001090806,0.0005796712,0.01650103,0.3833779,0.000276682,0.03856444,0.5563418,0.0007322252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260745,0.00009537407,0.1660361,0.001731708,0.0002685818,0.001677469,0.00004913516,0.0008296359,0.003237439],"genre_scores_gemma":[0.990592,0.000003903168,0.007799391,0.00006688248,0.00008397793,0.0001895348,0.000009986316,0.0000310029,0.001223291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4801495,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0774701103129101,"score_gpt":0.3613785390925899,"score_spread":0.2839084287796798,"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."}}