{"id":"W4411608929","doi":"10.1080/21683565.2025.2523848","title":"The problem with food security assessments and a case for food sovereignty evaluative tools: comparing food security and food sovereignty assessments in Haiti","year":2025,"lang":"en","type":"article","venue":"Agroecology and Sustainable Food Systems","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Canadian Institutes of Health Research","keywords":"Food security; Food sovereignty; Sovereignty; Food systems; Business; Food insecurity; Political science; Environmental resource management; Economics; Agriculture; Geography; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2011217,0.0005922692,0.0005977659,0.006626633,0.006697535,0.01125162,0.00267558,0.00180999,0.001687104],"category_scores_gemma":[0.2872376,0.0004934119,0.000881638,0.00852205,0.01586934,0.01304119,0.01291213,0.005125324,0.0001866985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008149424,"about_ca_system_score_gemma":0.01126734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04507878,"about_ca_topic_score_gemma":0.05509312,"domain_scores_codex":[0.8114951,0.1574938,0.008836823,0.003512778,0.01478496,0.003876475],"domain_scores_gemma":[0.7787901,0.1549229,0.02209603,0.01127309,0.03053381,0.002384073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005111875,0.0004165974,0.3440979,0.00167145,0.0004755667,0.0004414599,0.3554668,0.001619169,0.0007611269,0.1249813,0.008300872,0.1612565],"study_design_scores_gemma":[0.00008302879,0.0007669046,0.2824909,0.005560013,0.0001750431,0.0004821517,0.6095536,0.00475927,0.001838339,0.05585053,0.03815571,0.0002845064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050534,0.003900743,0.03451489,0.07288145,0.001045834,0.001286595,0.0006700379,0.00007590384,0.08057112],"genre_scores_gemma":[0.9845804,0.0003187492,0.01084196,0.002679457,0.00007623193,0.001007579,0.00009782476,0.00002244922,0.000375466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2011217,"threshold_uncertainty_score":0.9851592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0971025204098977,"score_gpt":0.4271428977130833,"score_spread":0.3300403773031856,"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."}}