{"id":"W7025214214","doi":"","title":"Top smart cities in Canada, India and beyond","year":2015,"lang":"en","type":"other","venue":"","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0006498679,0.0004869793,0.0002954457,0.002711381,0.006155707,0.00779598,0.001283011,0.001018808,0.03215754],"category_scores_gemma":[0.003043387,0.0002736716,0.0003663422,0.01034347,0.001649319,0.002066924,0.003236251,0.001751187,0.004413406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04491217,"about_ca_system_score_gemma":0.1093596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740615,"about_ca_topic_score_gemma":0.9906933,"domain_scores_codex":[0.9982236,0.00008013198,0.00002382021,0.00008278972,0.0005636535,0.001025974],"domain_scores_gemma":[0.9959508,0.0002148881,0.0001494211,0.0001475615,0.001702629,0.001834542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001118877,0.00007947211,0.02839178,0.0002549338,0.0000269823,0.0002290357,0.001817244,0.001770767,0.000116366,0.07762222,0.797516,0.09206326],"study_design_scores_gemma":[0.00002378708,0.00001598013,0.08870037,0.0001798396,0.00002301845,0.0001038385,0.01069709,0.001827674,0.0004052712,0.005551356,0.8924246,0.00004727109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1146312,0.005264985,0.001654543,0.02647993,0.0007964935,0.0002243033,0.08041024,0.001616369,0.768922],"genre_scores_gemma":[0.4221203,0.005114552,0.002461106,0.002407686,0.0001778394,0.000111473,0.0244169,0.0004192716,0.5427709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04491217,"threshold_uncertainty_score":0.3258622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08843154607919923,"score_gpt":0.34236116211156,"score_spread":0.2539296160323607,"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."}}