{"id":"W2086413616","doi":"10.3167/trans.2011.010306","title":"Urban Consumers on Two Wheels","year":2011,"lang":"en","type":"article","venue":"Transfers","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; Advertising; Public space; Business; Space (punctuation); Power (physics); Engineering; Architectural engineering; Civil engineering; Computer science","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":[0.00008566817,0.0001875086,0.0001625064,0.0004024212,0.001883802,0.001427851,0.0002147534,0.0005470297,0.1071771],"category_scores_gemma":[0.0002546716,0.0001123405,0.0001695235,0.0008450831,0.0003840346,0.0008676709,0.001249833,0.0004969844,0.008863816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009309421,"about_ca_system_score_gemma":0.0008527633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04687658,"about_ca_topic_score_gemma":0.1206638,"domain_scores_codex":[0.99984,0.00001947156,0.00000247495,0.00001815971,0.00004165596,0.00007825195],"domain_scores_gemma":[0.9998777,0.000006211338,0.000008194293,0.00001492967,0.00003895947,0.00005394253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000379967,0.001036362,0.08103676,0.0002221055,0.00003469312,0.001797466,0.02761589,0.0003246976,0.006324644,0.04365564,0.4331843,0.4043875],"study_design_scores_gemma":[0.00002758463,0.0001535144,0.0915193,0.00008977211,0.0000247857,0.0003061635,0.04103072,0.0002499675,0.0007599975,0.001443705,0.8643682,0.00002621717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4391328,0.0005902203,0.0003926478,0.005923903,0.0002001238,0.0000736517,0.0008148315,0.0002143408,0.5526574],"genre_scores_gemma":[0.5433577,0.0008016529,0.000284227,0.001492963,0.0000900821,0.00003911251,0.0004727781,0.00005797072,0.4534035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1071771,"threshold_uncertainty_score":0.3585432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06775587102188084,"score_gpt":0.3105966676780276,"score_spread":0.2428407966561468,"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."}}