{"id":"W4413230439","doi":"10.1007/978-3-031-95721-5_20","title":"Climate Change and Nutrition","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Climate change; Environmental science; Geography; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337756,0.0006758261,0.0002891551,0.000886651,0.001031598,0.002305307,0.0004276272,0.001520417,0.05204088],"category_scores_gemma":[0.0004189446,0.0001835284,0.0001566331,0.001360207,0.00107193,0.001924288,0.001216245,0.001533939,0.01582872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693806,"about_ca_system_score_gemma":0.001205168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00935402,"about_ca_topic_score_gemma":0.03473717,"domain_scores_codex":[0.9998745,0.00003340954,0.000003175416,0.00002329699,0.00004875703,0.00001687272],"domain_scores_gemma":[0.9999373,0.00002388652,0.000004687038,0.000006947104,0.00001628464,0.0000108873],"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":[0.00001818287,0.00005671052,0.0002405238,0.0002369055,0.000006081519,0.00007517194,0.0008887192,0.0002210379,0.0004138315,0.2171474,0.5572472,0.2234484],"study_design_scores_gemma":[8.381566e-7,0.000003665557,0.0002046107,0.0001315011,0.000001150769,0.00002548493,0.0001469599,0.00001682375,0.00002867748,0.01391202,0.9855268,0.000001367328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004048285,0.05487059,0.0004424143,0.005814034,0.002639768,0.00001605528,0.00007037636,0.00002707837,0.935715],"genre_scores_gemma":[0.004986153,0.03208424,0.0004872338,0.003294933,0.001016004,0.00002728989,0.00008266887,0.00003189045,0.9579896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05204088,"threshold_uncertainty_score":0.1740941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229762366353748,"score_gpt":0.2066520129240191,"score_spread":0.1943543892604817,"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."}}