{"id":"W3125130527","doi":"10.1155/2021/8818548","title":"Understanding the Operational Efficiency of Bicycle-Sharing Based on the Influencing Factor Analyses: A Case Study in Nanjing, China","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; Inflow; Outflow; Transport engineering; Evening; Business; Geography; Engineering; Civil engineering; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003153261,0.000105267,0.0001669631,0.0002025115,0.0001121493,0.00002464103,0.0001016459,0.00002833,0.0000339381],"category_scores_gemma":[0.00005217547,0.00007118379,0.00008520086,0.0008156334,0.00002504059,0.0002493735,8.359935e-7,0.000272063,1.942435e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162128,"about_ca_system_score_gemma":0.0000972723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002550438,"about_ca_topic_score_gemma":0.00116525,"domain_scores_codex":[0.9987263,0.00003609086,0.000723321,0.00009828174,0.0003131757,0.0001028355],"domain_scores_gemma":[0.9993143,0.000169582,0.0001754374,0.0001447533,0.0001704574,0.00002547408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00001919849,0.0001214309,0.02813415,0.00002307175,0.00003629245,0.0001642019,0.01127493,0.9494846,0.01016924,0.0004701649,6.704795e-7,0.0001019763],"study_design_scores_gemma":[0.001711841,0.0001655591,0.8909334,0.0002106141,0.00008934077,0.00004266316,0.06086958,0.0394905,0.00606681,0.000256583,0.000007119381,0.0001559879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416482,0.00003259095,0.05779047,0.0001425961,0.0001279942,0.0001941984,0.00001414328,0.00001282176,0.00003695965],"genre_scores_gemma":[0.9994322,0.000006366702,0.0004702919,0.00004546859,0.00001629607,0.000007393264,0.000008863536,0.00001147687,0.000001660807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9099942,"threshold_uncertainty_score":0.2902791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07597473882461095,"score_gpt":0.3221244886845295,"score_spread":0.2461497498599185,"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."}}