{"id":"W4391870857","doi":"10.1016/j.apgeog.2024.103204","title":"What North American retail food environment indices miss in Guatemala: Cultural considerations for the study of place and health","year":2024,"lang":"en","type":"article","venue":"Applied Geography","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 International Cooperation; University of California, San Francisco; Centers for Disease Control and Prevention; National Institutes of Health; Deutsche Gesellschaft für Internationale Zusammenarbeit; Emory University; Andrew W. Mellon Foundation","keywords":"Indigenous; Geography; Context (archaeology); Index (typography); Marketing; Business; Advertising; Socioeconomics; Sociology; Ecology; Computer science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748604,0.000124558,0.0002015159,0.00001965277,0.0002180717,0.0001421534,0.00009304319,0.00002376482,0.00001319626],"category_scores_gemma":[0.00000640515,0.00003802397,0.00006252775,0.0004258222,0.0001588539,0.0001049792,0.00004414529,0.0001042182,6.021004e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001654118,"about_ca_system_score_gemma":0.000007568392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006360814,"about_ca_topic_score_gemma":0.01965623,"domain_scores_codex":[0.9990544,0.0000469197,0.0002454729,0.0003094686,0.0001408543,0.0002028833],"domain_scores_gemma":[0.9994079,0.0003813604,0.00007951936,0.00006012424,0.00001898717,0.0000520958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000869528,0.001002887,0.8232838,0.0001402865,0.0003190578,0.000003251032,0.01793756,0.0001336129,0.0005432594,0.001787822,0.002031114,0.1527304],"study_design_scores_gemma":[0.0001499359,0.0009612205,0.9383388,0.000007586609,0.00002601982,0.000001004223,0.0554396,0.00001540492,0.00002145323,0.0004582329,0.004477135,0.0001036268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903825,0.002614456,9.597984e-7,0.005443909,0.00003444518,0.00145285,0.00002517538,0.00002392257,0.00002180337],"genre_scores_gemma":[0.9990615,0.0003835539,0.00002704269,0.0001902736,0.00004021423,0.0002620922,0.00002227044,7.491202e-7,0.00001233525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1526268,"threshold_uncertainty_score":0.9982325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144190963078838,"score_gpt":0.2365186814537365,"score_spread":0.2050767718229481,"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."}}