{"id":"W4213187251","doi":"10.1177/15248399211073801","title":"A Food Security Indicator Framework for British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"Health Promotion Practice","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Provincial Health Services Authority","funders":"Provincial Health Services Authority","keywords":"Food security; Environmental health; Health security; Geography; Political science; Business; Medicine; Public health; Nursing; Agriculture; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004065036,0.0001398619,0.000393364,0.00006943291,0.0119038,0.00006158522,0.000304887,0.0001995468,0.00551512],"category_scores_gemma":[0.003600653,0.0002551259,0.00006955428,0.000518739,0.00003869207,0.0003961809,0.0002651293,0.002483683,0.00004188764],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024813,"about_ca_system_score_gemma":0.01170055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.901607,"about_ca_topic_score_gemma":0.9785713,"domain_scores_codex":[0.9933928,0.003020385,0.001120851,0.0005520951,0.0008160115,0.00109784],"domain_scores_gemma":[0.9946153,0.00260164,0.001431914,0.0004304967,0.0003656641,0.0005550375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003298505,0.001878399,0.02396531,0.003622946,0.0001218998,0.0000275604,0.01705069,0.00002461417,2.110213e-7,0.07694875,0.8716186,0.004411158],"study_design_scores_gemma":[0.001068838,0.00226497,0.00545321,0.0001438639,0.00003139169,0.00004560793,0.01778265,0.0001339885,8.206036e-8,0.02791843,0.9449184,0.0002385528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.444373,0.003455561,0.01092145,0.4613017,0.02244057,0.0319114,0.01593159,0.001179419,0.008485262],"genre_scores_gemma":[0.9312819,0.0001528888,0.009285026,0.05173979,0.0006613147,0.0052511,0.0005626715,0.00006687066,0.0009984524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4869088,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312151957623957,"score_gpt":0.4507122475255849,"score_spread":0.3194970517631892,"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."}}