{"id":"W6958316224","doi":"10.6084/m9.figshare.14988385","title":"Comparing Household and Individual Measures of Access through a Food Environment Lens: What Household Food Opportunities Are Missed When Measuring Access to Food Retail at the Individual Level?","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical access; Healthy food; Household income; Food insecurity; Public access; Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004164977,0.0003656474,0.0005912508,0.003012912,0.0007948906,0.002048659,0.0008565639,0.0005068837,0.002510835],"category_scores_gemma":[0.01239159,0.0002191098,0.0006595391,0.005009557,0.001177064,0.002407195,0.002181202,0.0005701668,0.0002854953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007268895,"about_ca_system_score_gemma":0.0006138374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02987817,"about_ca_topic_score_gemma":0.0839374,"domain_scores_codex":[0.9958705,0.002372601,0.0004063587,0.0005093804,0.0006065117,0.0002346279],"domain_scores_gemma":[0.9924454,0.003046663,0.002152371,0.001067751,0.0008952807,0.0003925684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001163411,0.0000564133,0.9382572,0.0004856001,0.000610286,0.00009683119,0.01511547,0.0003342988,0.000792892,0.001574517,0.0009905127,0.04156976],"study_design_scores_gemma":[0.000004690501,0.0001439972,0.9810172,0.0001588003,0.0000951914,0.00009881455,0.01368014,0.0003774815,0.0003206447,0.001017847,0.003063682,0.00002156682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783024,0.001333828,0.01003905,0.0006207665,0.00006277097,0.00009979239,0.003180958,0.00003565208,0.006324935],"genre_scores_gemma":[0.9916192,0.0003685661,0.006267542,0.0001169478,0.00001862465,0.0001441533,0.0007602837,0.00001159346,0.000692973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02987817,"threshold_uncertainty_score":0.05940855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8901100793936428,"score_gpt":0.2572166318582064,"score_spread":0.6328934475354364,"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."}}