{"id":"W6923426685","doi":"10.14288/1.0377753","title":"Convenience, savings, or lifestyle? Distinct motivations and travel patterns of one-way and two-way carsharing members in Vancouver, Canada","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); Travel behavior; Mode choice; Point (geometry); Air travel; Taxis; Car ownership","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":[0.0005085902,0.0001977682,0.0004412807,0.00104385,0.006381908,0.003110844,0.001112173,0.0006726118,0.005526279],"category_scores_gemma":[0.001505593,0.000423647,0.0004672746,0.00271726,0.001588453,0.0007188143,0.001351909,0.001583614,0.0005180385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365041,"about_ca_system_score_gemma":0.01868835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879165,"about_ca_topic_score_gemma":0.9974867,"domain_scores_codex":[0.9992324,0.00008004881,0.00002955832,0.00009130255,0.0001482643,0.000418431],"domain_scores_gemma":[0.9976521,0.0001725754,0.0002553857,0.0000426164,0.0006600963,0.00121735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001332942,0.0002090609,0.9409581,0.00003861065,0.00004448757,0.0002627991,0.04075405,0.00006796443,0.0003674389,0.0007069013,0.003206352,0.01325084],"study_design_scores_gemma":[0.000006982915,0.00003032465,0.8183427,0.00007727405,0.00001550221,0.00007596546,0.1774724,0.0002013686,0.00006950073,0.00007753493,0.003596354,0.00003419795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962556,0.000167842,0.00003386848,0.0004171592,0.00001063366,0.00001804177,0.0003492849,0.000002608755,0.002744886],"genre_scores_gemma":[0.9945235,0.0002823746,0.00008744272,0.0001218998,0.000003761214,0.00001219075,0.0002857212,0.000007307607,0.004675698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01365041,"threshold_uncertainty_score":0.09904116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169265954193324,"score_gpt":0.2178445892455747,"score_spread":0.2061519297036414,"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."}}