{"id":"W6884633796","doi":"10.11575/prism/39235","title":"Simulation Modeling of Calgary's E-Scooter System","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Simulation modeling; Selection (genetic algorithm); Discrete event simulation; Generator (circuit theory); Battery (electricity); Work (physics); Modeling and simulation","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":[0.0003096729,0.000702147,0.0006142181,0.0005836489,0.001030792,0.001434662,0.001653154,0.00132452,0.006397353],"category_scores_gemma":[0.001103698,0.0003361049,0.0005312585,0.0009023688,0.0006282135,0.0006681692,0.0008616339,0.0007963204,0.0005754037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252983,"about_ca_system_score_gemma":0.00270853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2501126,"about_ca_topic_score_gemma":0.1394822,"domain_scores_codex":[0.9997162,0.00006308895,0.00001274193,0.00004666364,0.00006515346,0.00009609812],"domain_scores_gemma":[0.9993837,0.0002421805,0.00005020148,0.00003722298,0.0002052629,0.00008143299],"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":[0.00002789298,0.00002460319,0.001005011,0.00001184987,0.000005791916,0.00006649568,0.00003470056,0.9961644,0.0002932668,0.0008606255,0.0005518785,0.0009534418],"study_design_scores_gemma":[0.0000150988,0.00001450765,0.0004236596,0.000003477359,0.000003394252,0.000006181677,0.00005365986,0.998531,0.0001230573,0.0002097107,0.0006121884,0.000004079905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505545,0.00033706,0.04626885,0.00104667,0.0001852552,0.0004768723,0.004548475,0.001017396,0.09556498],"genre_scores_gemma":[0.9767591,0.0002338966,0.008276576,0.0001348872,0.00001376645,0.0002021609,0.001674248,0.00006324811,0.01264205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7498875,"threshold_uncertainty_score":0.4973135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006052234761291,"score_gpt":0.3342916308921002,"score_spread":0.2642311085444873,"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."}}