{"id":"W4414069802","doi":"10.3390/land14091821","title":"Route Choice of Spanish Adolescent Walking Commuters: A Comparison of Actual and Shortest Routes to School","year":2025,"lang":"en","type":"article","venue":"Land","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Agencia Estatal de Investigación; European Commission; Ministerio de Ciencia, Innovación y Universidades","keywords":"Wilcoxon signed-rank test; Elevation (ballistics); Built environment; Test (biology); Significant difference; Shortest path problem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008304431,0.0001993769,0.0003035794,0.0007396622,0.0001531546,0.0005610634,0.0002729909,0.0002938983,0.001403666],"category_scores_gemma":[0.00208544,0.0001192304,0.0004321121,0.0006225743,0.0001727966,0.0002917948,0.0002952528,0.0002285973,0.0002505372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472006,"about_ca_system_score_gemma":0.000272967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246832,"about_ca_topic_score_gemma":0.02096573,"domain_scores_codex":[0.9996428,0.0001108627,0.00004547062,0.0001017349,0.00004855542,0.00005054799],"domain_scores_gemma":[0.9989772,0.0003258465,0.0002721949,0.0000760545,0.0002344458,0.0001141949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002809824,0.0001118138,0.9893051,0.00006403376,0.00006214022,0.0001436271,0.001716603,0.000159911,0.0003280985,0.00005649644,0.0001482342,0.007622931],"study_design_scores_gemma":[0.00001393689,0.000236414,0.9932443,0.00003070996,0.00005057561,0.0001836803,0.004643757,0.0004654587,0.0001422777,0.00005585112,0.0009244162,0.000008590242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992666,0.00009116525,0.0001122532,0.000006786694,0.000002563682,0.000006487816,0.0001965548,0.000001879604,0.0003156672],"genre_scores_gemma":[0.9986418,0.0001581124,0.0002744561,0.00000595036,0.000002171402,0.00001784329,0.0005892786,0.000004486049,0.0003059768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246832,"threshold_uncertainty_score":0.02479148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262679291929813,"score_gpt":0.3514432365901949,"score_spread":0.3188164436708967,"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."}}