{"id":"W4405530338","doi":"10.15353/cfs-rcea.v11i3.717","title":"Working with all nations and all relatives in feeding the future","year":2024,"lang":"en","type":"article","venue":"Canadian Food Studies / La Revue canadienne des études sur l alimentation","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009670523,0.000520925,0.000560644,0.0009705288,0.02542286,0.009258219,0.001349736,0.004694806,0.01856797],"category_scores_gemma":[0.01031395,0.0003325291,0.0004453145,0.001374312,0.013631,0.007324924,0.0116981,0.006517974,0.003231004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058508,"about_ca_system_score_gemma":0.05218456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2833801,"about_ca_topic_score_gemma":0.4920105,"domain_scores_codex":[0.9933252,0.00310804,0.0001138156,0.0004469274,0.001245851,0.001760284],"domain_scores_gemma":[0.9876086,0.001222161,0.0004811184,0.0005896056,0.001919769,0.008178707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003268927,0.0001356809,0.01389088,0.000353937,0.0000384007,0.0004820192,0.1930005,0.00007843484,0.0006268044,0.05314342,0.5026479,0.2355692],"study_design_scores_gemma":[0.000004484016,0.00002842471,0.005156788,0.0007563556,0.000009671241,0.0002067235,0.1455681,0.00001729627,0.00006621989,0.007341726,0.8408209,0.00002317151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03009741,0.03509717,0.001785924,0.6661966,0.008085412,0.00006950376,0.0001511846,0.000104796,0.258412],"genre_scores_gemma":[0.5370975,0.06285722,0.01011236,0.2379098,0.002095393,0.0002369014,0.0003777466,0.0001369069,0.1491762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7166199,"threshold_uncertainty_score":0.5634613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032584879864222,"score_gpt":0.3886281693041037,"score_spread":0.1853696813176814,"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."}}