{"id":"W3130087870","doi":"10.3390/smartcities4010016","title":"A Dynamic Mobility Traffic Model Based on Two Modes of Transport in Smart Cities","year":2021,"lang":"en","type":"article","venue":"Smart Cities","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Public transport; Scheme (mathematics); Transport engineering; Bike sharing; Computer science; Smart city; Personal mobility; Travel time; Simulation; Computer network; Engineering; Computer security; Internet of Things","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":[0.000338861,0.0007110172,0.000589663,0.0005954017,0.0005746963,0.001181422,0.001157723,0.0009354116,0.002694204],"category_scores_gemma":[0.0007858973,0.0003529631,0.0008450743,0.0009456131,0.0005743593,0.001862467,0.0008709473,0.000692318,0.0004114065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344685,"about_ca_system_score_gemma":0.00105629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02569923,"about_ca_topic_score_gemma":0.01218608,"domain_scores_codex":[0.999679,0.0000996283,0.00001538878,0.00008549662,0.00005278392,0.00006778721],"domain_scores_gemma":[0.9997961,0.00005058236,0.00003206215,0.00002074014,0.00006619083,0.00003441607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002195391,0.00001424535,0.000456167,0.00001304485,0.000008236676,0.00004426577,0.00002792316,0.9793118,0.0004509095,0.01679661,0.0003793548,0.00247548],"study_design_scores_gemma":[0.000004691642,0.000009421306,0.0001142145,0.000002060091,0.000003764063,0.000008825777,0.00001410674,0.997004,0.00004704395,0.002156008,0.0006305574,0.000005310737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2495945,0.0005115998,0.7203415,0.001294276,0.0002868164,0.0001783597,0.001390397,0.0004849657,0.02591748],"genre_scores_gemma":[0.9637026,0.0004543889,0.02455426,0.00006401265,0.00005176679,0.0001922629,0.0005016096,0.00004733782,0.01043175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02569923,"threshold_uncertainty_score":0.0510993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139827952352256,"score_gpt":0.2337137489345892,"score_spread":0.2197309536993636,"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."}}