{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009056268,0.0002534278,0.001199928,0.0007224182,0.001036083,0.00005014677,0.001116196,0.0001802293,0.0001839613],"category_scores_gemma":[0.0004406419,0.0002111639,0.0004766646,0.002777063,0.0003353411,0.0004014657,0.00002591253,0.0008473298,9.228152e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480498,"about_ca_system_score_gemma":0.002028175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02037089,"about_ca_topic_score_gemma":0.1241344,"domain_scores_codex":[0.9950795,0.001211074,0.001714009,0.0003458649,0.00114128,0.00050824],"domain_scores_gemma":[0.9957956,0.0002245082,0.001395582,0.0005417908,0.0006997407,0.001342757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006308379,0.0003389816,0.9205952,0.0001500892,0.0004217144,0.000002296822,0.06397142,0.001098667,0.000068943,0.0001452469,0.0001194095,0.01245715],"study_design_scores_gemma":[0.0003971313,0.00152549,0.9860784,0.0001001096,0.0003324608,4.442707e-7,0.009785572,0.00008937524,0.0001824133,0.0006650498,0.0006508497,0.0001926645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362574,0.00003193306,0.06044336,0.001427488,0.0003722801,0.000462182,0.0001875685,0.00002405257,0.0007938011],"genre_scores_gemma":[0.9724248,0.000005084255,0.0257921,0.001357825,0.0003715134,0.000004967527,0.00001816133,0.00001567068,0.000009849778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037635,"threshold_uncertainty_score":0.9861525,"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."}}