{"id":"W6904701967","doi":"10.14288/1.0378607","title":"Programming Place : The Question of the Smart City","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smart city; Public space; Space (punctuation); Real estate; The Internet; Urban planning; Big data; Public sector","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":[0.0001090392,0.00002485759,0.0001081289,0.00001262384,0.00009053831,0.00002560789,0.0003227117,0.00006861553,0.0000379986],"category_scores_gemma":[0.00001572173,0.00005571551,0.0000733939,0.0001820986,0.0001763711,0.00009841816,0.0001087114,0.0001198236,0.000005180872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003309652,"about_ca_system_score_gemma":0.00001342459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02686884,"about_ca_topic_score_gemma":0.0832929,"domain_scores_codex":[0.9995874,0.00001644458,0.00006029064,0.00009432431,0.0001205907,0.0001210146],"domain_scores_gemma":[0.9996029,0.00003319596,0.00004178927,0.0002622408,0.00004643307,0.00001342445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000004378691,0.00003627207,0.2462671,0.0002123814,0.00007292423,0.000006136359,0.0003145669,0.0006352038,0.000478325,0.00004979321,0.004185301,0.7477376],"study_design_scores_gemma":[0.0001927112,0.00002203561,0.9937773,0.0001039256,0.0000144413,0.000009765266,0.001716192,0.0008861434,0.00001641008,0.0001511254,0.003040663,0.0000692707],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974246,0.0001265835,0.0001445977,0.00009190141,0.000215674,0.0002121657,0.0000186772,0.0001556216,0.001610195],"genre_scores_gemma":[0.9993255,0.00004989764,0.0001674792,0.000005299964,0.000007300485,3.885808e-7,0.000001368021,0.000006459689,0.0004363086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7476683,"threshold_uncertainty_score":0.9796113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005321750135163446,"score_gpt":0.1544497041542034,"score_spread":0.14912795401904,"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."}}