{"id":"W2794352122","doi":"10.1093/cdj/bsy009","title":"A place-based alternative approach to food security: lessons learned from a neighborhood house","year":2018,"lang":"en","type":"article","venue":"Community Development Journal","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Food security; Settlement (finance); Food insecurity; Function (biology); Key (lock); Food supply; Service (business); Economic growth; Sociology; Business; Marketing; Economics; Geography; Computer security; Agriculture; Agricultural economics; Finance; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002619884,0.0003344744,0.0004888489,0.0004426483,0.009890603,0.00009789903,0.00112455,0.0003136764,0.0006479157],"category_scores_gemma":[0.0007284607,0.0003259993,0.00009989146,0.0005395627,0.0001525067,0.0002624464,0.0006536778,0.004401811,0.0010704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008414918,"about_ca_system_score_gemma":0.002442243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007852151,"about_ca_topic_score_gemma":0.003701256,"domain_scores_codex":[0.9938021,0.003317257,0.001014335,0.0002899949,0.0006277651,0.0009485905],"domain_scores_gemma":[0.9962344,0.0009547026,0.0005240176,0.0007264895,0.0007444166,0.0008159885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001766283,0.003442055,0.03281599,0.0003807285,0.0007817195,0.00001553899,0.8770078,0.0002747174,0.00005857838,0.01674375,0.05202068,0.01469219],"study_design_scores_gemma":[0.01807547,0.003429413,0.1306066,0.003498308,0.0002344557,0.00003755144,0.1564714,0.007757935,0.0005945732,0.1266904,0.5498394,0.002764536],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498031,0.00009729409,0.01783157,0.009952158,0.001528406,0.001114025,0.0001542049,0.0003324829,0.01918679],"genre_scores_gemma":[0.9722106,0.00002912287,0.02057807,0.006005176,0.0007425636,0.0001202304,0.00009273756,0.00006703412,0.0001544731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7205364,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4322694698311241,"score_gpt":0.4578575005402938,"score_spread":0.02558803070916965,"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."}}