{"id":"W2811475875","doi":"10.1016/j.jth.2018.05.080","title":"Incorporating Community Voices on Infrastructure Barriers to a Spatial Analysis of Accessibility to Food Outlets: A Mixed-Method Approach","year":2018,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University; Dalhousie University","funders":"","keywords":"Residence; Nova scotia; Geography; Population; Business; Transport engineering; Environmental health; Engineering; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0526758,0.00117718,0.001354887,0.00549024,0.004125706,0.004949221,0.003520102,0.002020191,0.006854199],"category_scores_gemma":[0.1027923,0.00131,0.002269904,0.004722426,0.002451302,0.004389983,0.006614559,0.002093886,0.0004954257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064174,"about_ca_system_score_gemma":0.005344447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185181,"about_ca_topic_score_gemma":0.02822134,"domain_scores_codex":[0.9338464,0.05417405,0.002912711,0.004168659,0.003438801,0.001459538],"domain_scores_gemma":[0.8757492,0.1051988,0.004586713,0.005624766,0.008193756,0.0006468277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001650834,0.00339367,0.0671915,0.006685105,0.002072633,0.0009016843,0.6397545,0.004664297,0.0075791,0.03514896,0.002527583,0.2284301],"study_design_scores_gemma":[0.001038833,0.004349094,0.08968465,0.003860205,0.00284919,0.0006010333,0.7314922,0.0363503,0.01490096,0.08156422,0.03275922,0.0005501925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.664543,0.0008110634,0.3027318,0.001023046,0.0002411526,0.01616183,0.001436994,0.0001512421,0.01289991],"genre_scores_gemma":[0.6968806,0.0002510721,0.2707203,0.000539699,0.00004953966,0.02908402,0.0004339394,0.00008926048,0.001951584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0526758,"threshold_uncertainty_score":0.2785796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605655955228374,"score_gpt":0.3691348138769165,"score_spread":0.3330782543246328,"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."}}