{"id":"W4320034114","doi":"10.1016/j.jtrangeo.2023.103550","title":"Measuring accessibility to parks: Analyzing the relationship between self-reported and calculated measures","year":2023,"lang":"en","type":"article","venue":"Journal of Transport Geography","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Destinations; Sample (material); Geography; Perception; Psychology; Transport engineering; Applied psychology; Tourism; Engineering","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":[0.004139442,0.0002824326,0.0003221787,0.001669244,0.0002565623,0.001115335,0.0007099991,0.0006320535,0.001380768],"category_scores_gemma":[0.03208933,0.0002328466,0.0005965254,0.002041965,0.0005309486,0.001127691,0.0009469863,0.0006753996,0.000254014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417404,"about_ca_system_score_gemma":0.0002808025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003098474,"about_ca_topic_score_gemma":0.005000785,"domain_scores_codex":[0.9965783,0.001885292,0.0003860904,0.0003629752,0.0006509732,0.0001363448],"domain_scores_gemma":[0.9620887,0.02483347,0.006819448,0.002052223,0.003518866,0.0006872577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006286369,0.00006299062,0.9959777,0.00002584642,0.0001356524,0.00001161751,0.0003258843,0.0002452916,0.0001361754,0.0001241641,0.00006029996,0.002831517],"study_design_scores_gemma":[0.000004843016,0.000163383,0.9959744,0.0000152407,0.00004514736,0.00008804886,0.0008085511,0.002111276,0.0002701473,0.0002129975,0.0002958946,0.00001021954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972681,0.00007130681,0.001121032,0.00001856929,0.000005844779,0.00002264286,0.0003972875,0.00001017827,0.001085218],"genre_scores_gemma":[0.9981959,0.00003700951,0.001136047,0.000005905071,0.00000394035,0.00003560935,0.0004272042,0.000005066139,0.000153404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004139442,"threshold_uncertainty_score":0.02189171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08960968508040167,"score_gpt":0.3312335156176665,"score_spread":0.2416238305372648,"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."}}