{"id":"W4293239344","doi":"10.47339/ephj.2022.206","title":"Assessing perceived food security among British Columbian rural and urban residents","year":2022,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Residence; Food insecurity; Urban agriculture; Agriculture; Economic growth; Business; Rural area; Geography; Socioeconomics; Environmental planning; Political science; Economics; Demographic economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.003313963,0.0002247107,0.0004491911,0.0002265603,0.01488985,0.0003527915,0.0003684282,0.0001746027,0.00688074],"category_scores_gemma":[0.0001233756,0.0003111268,0.000111949,0.0002303698,0.0002451385,0.001485555,0.0006659016,0.003224436,0.00004644202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259666,"about_ca_system_score_gemma":0.0009727761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229004,"about_ca_topic_score_gemma":0.002202435,"domain_scores_codex":[0.9931684,0.002676444,0.00125795,0.0004003121,0.00103012,0.00146683],"domain_scores_gemma":[0.9971543,0.0001753961,0.0008644512,0.00026478,0.00002809749,0.00151298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002861013,0.0003844498,0.9314258,0.0001937071,0.0000546931,0.00004827138,0.01719768,0.00001090055,0.000008711588,0.0002594085,0.04522933,0.005158436],"study_design_scores_gemma":[0.001596419,0.0004449094,0.8772961,0.0001229234,0.00001056595,0.0002622558,0.05910248,0.0002040668,4.697514e-8,0.0008715989,0.05984618,0.0002424405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987034,0.001140879,0.00002589449,0.007928179,0.001265955,0.0009725071,0.0003537399,0.0000771538,0.00120172],"genre_scores_gemma":[0.9905887,0.000745487,0.00016444,0.007154867,0.000520104,0.0001064228,0.0001671985,0.00005009275,0.0005027254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05412968,"threshold_uncertainty_score":0.9999341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008769014949452,"score_gpt":0.3785483796800839,"score_spread":0.2776714781851386,"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."}}