{"id":"W4318046461","doi":"10.1016/j.jneb.2022.12.001","title":"Estimating the Number, Distribution, and Predictors of Food Pantries in the US","year":2023,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Environmental health; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435962,0.0002938865,0.000266801,0.0008960766,0.0004788048,0.0006928117,0.0007816933,0.0007417228,0.001851161],"category_scores_gemma":[0.004399434,0.0003885136,0.000530549,0.001358809,0.0003489519,0.0006614181,0.0007647973,0.001059223,0.0002902472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224805,"about_ca_system_score_gemma":0.000682633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1069788,"about_ca_topic_score_gemma":0.1218351,"domain_scores_codex":[0.9994193,0.0002294709,0.00005511416,0.0001333738,0.00006500566,0.00009767947],"domain_scores_gemma":[0.9972405,0.001210386,0.0007127122,0.000251751,0.0002652433,0.0003193989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002752544,0.00004741414,0.9986379,0.000001335225,0.00002640218,0.0000090058,0.00003588057,0.0001962121,0.00002528074,0.00002158937,0.0001328496,0.0008387763],"study_design_scores_gemma":[0.0000060087,0.00003999301,0.9915091,0.000007432573,0.00002843973,0.00004468471,0.0007143502,0.007260049,0.00004622537,0.0001215525,0.0002178867,0.000004262107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999124,0.00004421441,0.0001691288,0.00008555769,0.000002546612,0.000003174007,0.0004123285,0.000004058231,0.0001551136],"genre_scores_gemma":[0.9988386,0.00005134759,0.0002258572,0.00002414599,0.000003356288,0.000005115596,0.0006450237,0.000002180879,0.0002044244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069788,"threshold_uncertainty_score":0.2127122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09934412379128166,"score_gpt":0.4523190474513261,"score_spread":0.3529749236600445,"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."}}