{"id":"W3044920427","doi":"10.23974/ijol.2020.vol5.1.161","title":"Food Deserts or Food Swamps?","year":2020,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Disadvantaged; Windsor; Geography; Socioeconomic status; Zoning; Neighbourhood (mathematics); Environmental health; Socioeconomics; Food systems; Swamp; Business; Agriculture; Food security; Economic growth; Medicine; Population; Political science; Ecology; Economics","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":[0.0001232155,0.0001533312,0.0003458103,0.0001316732,0.00002652154,0.0001160031,0.0005159092,0.00008155402,0.0006148208],"category_scores_gemma":[0.0006612999,0.0001135852,0.0002526964,0.000192324,0.00005023072,0.0008695437,0.0001265893,0.0004702056,0.0000619536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006117528,"about_ca_system_score_gemma":0.0002961072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001541055,"about_ca_topic_score_gemma":0.000002638308,"domain_scores_codex":[0.9982878,0.0000645659,0.000449398,0.0001647451,0.0008595888,0.000173929],"domain_scores_gemma":[0.9985964,0.0002505462,0.0003063552,0.0001171024,0.000326952,0.0004026452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01392208,0.0151824,0.8021363,0.0003748047,0.006642771,0.004570613,0.002954521,0.0001065549,0.008227157,0.08091187,0.0454031,0.01956778],"study_design_scores_gemma":[0.009731032,0.01977292,0.8508244,0.0006262762,0.0003545881,0.001839587,0.0004998749,0.0004733381,0.04051327,0.03140467,0.04341817,0.0005418433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477952,0.0001178101,0.0008810919,0.0444358,0.000840059,0.0001295927,0.00003031854,0.00004750008,0.005722597],"genre_scores_gemma":[0.9904591,0.00001669699,0.00152268,0.004590811,0.00322106,0.000001709974,0.000007273528,0.00003067411,0.0001499652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04950721,"threshold_uncertainty_score":0.6731856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08195653655998969,"score_gpt":0.2991808076092379,"score_spread":0.2172242710492482,"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."}}