{"id":"W7084115211","doi":"10.64628/aaj.knks7m3jq","title":"Nigeria floods: 4 ways they affect food security","year":2022,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"","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":[0.0004836252,0.0002575849,0.0001618758,0.001284936,0.001314135,0.003646314,0.000202949,0.0007984902,0.007449628],"category_scores_gemma":[0.001431443,0.0002421483,0.0002833329,0.001558756,0.00121942,0.001875847,0.001572508,0.000727765,0.0003829061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938068,"about_ca_system_score_gemma":0.00123856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02132062,"about_ca_topic_score_gemma":0.07179956,"domain_scores_codex":[0.9996213,0.0001476669,0.00002054299,0.00002764018,0.00004937236,0.0001335098],"domain_scores_gemma":[0.9992368,0.0002155297,0.0003053692,0.00001914358,0.0001135235,0.0001095638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005288197,0.0001698588,0.8853824,0.0003037272,0.0001780872,0.00151811,0.01975511,0.001040666,0.001213935,0.03577459,0.00654766,0.047587],"study_design_scores_gemma":[0.00002336095,0.0001151403,0.8564599,0.000410822,0.0001469112,0.0004454266,0.1032969,0.0007934071,0.0004091365,0.007353064,0.03050136,0.0000446227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898705,0.00396596,0.0004209179,0.007879295,0.0001694688,0.000033415,0.0006773362,0.00001588015,0.08813272],"genre_scores_gemma":[0.9944081,0.001603173,0.0001199424,0.0001575835,0.00002061317,0.000008868437,0.00004830166,0.000003974924,0.003629383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02132062,"threshold_uncertainty_score":0.04239303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676883136986024,"score_gpt":0.212478931887704,"score_spread":0.1957101005178438,"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."}}