{"id":"W3093183768","doi":"10.1038/s43016-020-00142-3","title":"Conceptual frameworks linking agriculture and food security","year":2020,"lang":"en","type":"review","venue":"Nature Food","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Food security; Agriculture; Conceptual framework; Diversity (politics); Risk analysis (engineering); Computer science; Intervention (counseling); Food systems; Management science; Environmental resource management; Business; Ecology; Economics; Sociology; Psychology; Social 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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003991827,0.0007135805,0.002235855,0.0001709501,0.001538699,0.00004119606,0.0005176126,0.01237504,0.0002500171],"category_scores_gemma":[0.0006340262,0.0005532812,0.0004333135,0.0007668054,0.0001539712,0.0001466781,0.0005219122,0.02801505,0.0002483026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579343,"about_ca_system_score_gemma":0.000842204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001056827,"about_ca_topic_score_gemma":0.0003374108,"domain_scores_codex":[0.9955794,0.001004491,0.001165278,0.0008908025,0.0005045549,0.0008555246],"domain_scores_gemma":[0.9966986,0.001148696,0.0008919628,0.0004696804,0.0002510291,0.0005400954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002807171,0.0001746897,0.00007150604,0.0873053,0.0009620587,0.00002827095,0.02144689,3.21881e-7,2.27729e-8,0.6275198,0.07868404,0.183779],"study_design_scores_gemma":[0.0003574766,0.000463349,0.00001170511,0.01954695,0.0005715343,0.00001144946,0.001131576,0.000002409729,2.690038e-8,0.0043552,0.9730264,0.0005219379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002251444,0.9877925,0.00001383394,0.001412589,0.002792163,0.002766385,0.001655343,0.0003106941,0.003233977],"genre_scores_gemma":[0.001989183,0.9893026,0.0004642758,0.003116953,0.0036262,0.0002735692,0.001048188,0.00008554767,0.00009346077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8943424,"threshold_uncertainty_score":0.9997612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12917725188572,"score_gpt":0.4566671651155944,"score_spread":0.3274899132298744,"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."}}