{"id":"W4253592853","doi":"10.32920/ryerson.14664720","title":"Canadian smart cities: health remedies, side effects and hard to swallow pills","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Smart city; Pill; Indigenous; Sovereignty; Business; Internet privacy; Healthcare system; Health care; Core (optical fiber); Public relations; Computer security; Political science; Computer science; Medicine; Telecommunications; Internet of Things; Nursing; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266968,0.0007044949,0.0005238371,0.001492433,0.01382701,0.01053179,0.001632624,0.002614089,0.01902871],"category_scores_gemma":[0.009921887,0.000300856,0.0007108116,0.003226929,0.01186206,0.003395128,0.006199594,0.003848515,0.001406741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05394718,"about_ca_system_score_gemma":0.09509814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9460553,"about_ca_topic_score_gemma":0.9682094,"domain_scores_codex":[0.995508,0.0009350445,0.00008047059,0.0002703254,0.002118021,0.001088194],"domain_scores_gemma":[0.9953499,0.0009641093,0.000240827,0.0004010622,0.001941881,0.001102151],"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":[0.0001799407,0.0001250551,0.01224544,0.0008824776,0.0000916667,0.0008111557,0.02261754,0.001304832,0.0009444876,0.3875843,0.3545073,0.2187058],"study_design_scores_gemma":[0.00004621058,0.00006147673,0.01087206,0.0004586645,0.00004908884,0.0001303357,0.02241848,0.0005064238,0.0007249825,0.01871706,0.9459236,0.00009161413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06023489,0.02108096,0.004860367,0.3865103,0.003091226,0.0003331654,0.002315131,0.000477145,0.5210968],"genre_scores_gemma":[0.7770172,0.02296971,0.006061483,0.03819576,0.0006308735,0.0002155388,0.001032908,0.0002821234,0.1535944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05394718,"threshold_uncertainty_score":0.391416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123144118992861,"score_gpt":0.2085380466168088,"score_spread":0.1973066054268802,"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."}}