{"id":"W1983533182","doi":"10.1016/j.tra.2013.01.044","title":"Does distance matter? Exploring the links among values, motivations, home location, and satisfaction in walking trips","year":2013,"lang":"en","type":"article","venue":"Transportation Research Part A Policy and Practice","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"TRIPS architecture; Perception; Travel survey; Travel behavior; Psychology; Scale (ratio); Mode (computer interface); Social psychology; Geography; Transport engineering; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003123878,0.00009807821,0.0001205994,0.0001773932,0.001030688,0.0003097086,0.0001182127,0.00009657908,0.0001454797],"category_scores_gemma":[0.0009929786,0.00006605248,0.00001880487,0.0009640538,0.0005725441,0.003377113,0.000005035523,0.0005660692,0.00001390269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007433336,"about_ca_system_score_gemma":0.0001637352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1103378,"about_ca_topic_score_gemma":0.05934506,"domain_scores_codex":[0.997649,0.0008418572,0.0003393351,0.0002909441,0.0005179436,0.0003609818],"domain_scores_gemma":[0.9969306,0.00233312,0.0001085612,0.0001632319,0.0003376814,0.0001267945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000447427,0.00003516444,0.9488698,0.00006254626,0.00001012735,0.000002145671,0.03310386,0.00001112052,0.00001867383,0.00877326,0.0001985091,0.008870067],"study_design_scores_gemma":[0.0001942739,0.00001061636,0.9700841,0.00006031469,0.000009921985,1.432889e-7,0.01237855,0.00002779962,0.00001579917,0.008689784,0.008435512,0.00009322929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738171,0.0001685019,0.0004793385,0.02358151,0.00008583577,0.0007196764,0.00001040862,0.00003303275,0.001104634],"genre_scores_gemma":[0.9972699,0.001232524,0.0001246466,0.0002141019,0.0002311141,0.0003255219,0.00001713951,0.000009577476,0.0005754966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05099271,"threshold_uncertainty_score":0.9578195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09115895136823692,"score_gpt":0.3997692689618589,"score_spread":0.308610317593622,"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."}}