{"id":"W4406948182","doi":"10.1177/036063251204200111","title":"Why Ride when you Can Walk?","year":2012,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.0009103167,0.0007590508,0.0004288079,0.0005219937,0.008402646,0.004593626,0.001007064,0.003168799,0.06805306],"category_scores_gemma":[0.003870751,0.0003134419,0.0003749888,0.0006074723,0.003133199,0.00342032,0.001630683,0.003596879,0.03616403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091478,"about_ca_system_score_gemma":0.004405073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.250959,"about_ca_topic_score_gemma":0.5597119,"domain_scores_codex":[0.9991845,0.0001735144,0.00002126834,0.0000891127,0.0002072286,0.0003242591],"domain_scores_gemma":[0.9982722,0.00009699031,0.00004448372,0.00007724825,0.000845184,0.000663863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004644716,0.00006669792,0.002742558,0.0001012578,0.00001497561,0.0001863915,0.003134054,0.00006209653,0.0005248517,0.005710879,0.9149939,0.07241584],"study_design_scores_gemma":[0.00002094824,0.00004235092,0.002932568,0.000238705,0.0000193829,0.0002477334,0.02070005,0.0001034736,0.000364247,0.002925794,0.9723557,0.00004911364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02535277,0.007413375,0.01363106,0.363783,0.02194978,0.0001949306,0.0008992835,0.004420626,0.5623552],"genre_scores_gemma":[0.1750164,0.004885518,0.01059324,0.05769534,0.001583914,0.0001690339,0.0004230956,0.001241499,0.748392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.250959,"threshold_uncertainty_score":0.4989966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333257165154011,"score_gpt":0.2893037107156671,"score_spread":0.255977994200266,"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."}}