{"id":"W3185460176","doi":"","title":"Smart Cities Should Look ‘Smart’: Innovating Policy Towards More Liveable Telecommunications Infrastructure","year":2019,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Smart city; Business; Computer security; Computer science; Internet of Things","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002164323,0.0003692491,0.0003526062,0.001170313,0.0003523995,0.0002857517,0.001410489,0.0003351557,0.0003317471],"category_scores_gemma":[0.00001927697,0.0004596239,0.0001766023,0.00269356,0.0003181224,0.003126137,0.001035343,0.0006016864,0.0001307854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829072,"about_ca_system_score_gemma":0.0002503615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000108513,"about_ca_topic_score_gemma":0.00001255523,"domain_scores_codex":[0.9986737,0.00002574371,0.0001838393,0.00035417,0.0002098842,0.0005525995],"domain_scores_gemma":[0.998842,0.000102177,0.00008795457,0.0007755894,0.00004867982,0.0001435756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000268972,0.0002180782,0.4357328,0.0005895407,0.00117908,0.0003630329,0.003443403,0.01752757,0.0002996261,0.3444669,0.158376,0.03753499],"study_design_scores_gemma":[0.0007128231,0.00008741283,0.008866046,0.0001008258,0.00003777182,0.00001555169,0.02675449,0.001040987,0.0003679726,0.0007615758,0.960528,0.0007265733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.543726,0.0001225713,0.0002708144,0.0007451075,0.0002016264,0.0002702404,0.0005704726,0.002659003,0.4514342],"genre_scores_gemma":[0.9552243,0.0002245104,0.002455173,0.0001527572,0.00007375436,2.498053e-7,0.0003865511,0.00006681355,0.04141593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.802152,"threshold_uncertainty_score":0.9997855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011003081037256,"score_gpt":0.1698963329371073,"score_spread":0.1588932518998513,"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."}}