{"id":"W2149517093","doi":"10.1016/j.trf.2009.04.001","title":"Exploring the route choice decision-making process: A comparison of planned and observed routes obtained using person-based GPS","year":2009,"lang":"en","type":"article","venue":"Transportation Research Part F Traffic Psychology and Behaviour","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Global Positioning System; Computer science; Route planning; Preference; Data collection; Process (computing); Operations research; Transport engineering; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882696,0.0001898821,0.0002135485,0.0005431336,0.0002346581,0.001245133,0.0003479497,0.0006030656,0.001121406],"category_scores_gemma":[0.01926184,0.0002393267,0.0004314407,0.0005484194,0.0003889507,0.0007299532,0.0004154865,0.0003938873,0.0001631187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500684,"about_ca_system_score_gemma":0.0006079502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009247265,"about_ca_topic_score_gemma":0.01326897,"domain_scores_codex":[0.998996,0.0006229871,0.00005361536,0.0001062471,0.0001505735,0.00007064699],"domain_scores_gemma":[0.9919322,0.006371318,0.0007228433,0.0002652381,0.0005361357,0.0001722409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003270962,0.0007939916,0.8543789,0.0003493286,0.0005430334,0.0005035989,0.06962465,0.004738534,0.01437076,0.00113318,0.0002500634,0.05004298],"study_design_scores_gemma":[0.0001062821,0.0008637367,0.9602299,0.00004536444,0.0001731178,0.0003715833,0.02110257,0.01293874,0.001979999,0.001127056,0.0009921417,0.00006951282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990439,0.00001980796,0.0005935978,0.00001308914,0.0000017659,0.00001335797,0.00003481796,0.000003611944,0.0002760016],"genre_scores_gemma":[0.9989321,0.00003323879,0.0008364788,0.000007097427,0.000001014353,0.00001090695,0.00004808127,0.000002844205,0.000128251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009247265,"threshold_uncertainty_score":0.0183869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3575663501156479,"score_gpt":0.4814967458865447,"score_spread":0.1239303957708968,"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."}}