{"id":"W7049196891","doi":"","title":"No. 25: Food Insecurity in Informal Settlements in Lilongwe, Malawi","year":2017,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Nucleofection; Population; TSG101; Gloom; Circumstantial evidence; Liquation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002403835,0.0001974612,0.0002318949,0.0005957075,0.0005459353,0.0001916977,0.0007616587,0.00007798933,0.0003161354],"category_scores_gemma":[0.00001440721,0.0002343993,0.0001243697,0.0003884145,0.0001404884,0.001791419,0.0003713195,0.0005943691,0.00004174068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007439194,"about_ca_system_score_gemma":0.0001062309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358159,"about_ca_topic_score_gemma":0.001706064,"domain_scores_codex":[0.9988621,0.00008732033,0.0002329155,0.0002380971,0.0001723916,0.0004071205],"domain_scores_gemma":[0.9989455,0.00003120657,0.0001901427,0.0006209909,0.00006521528,0.0001469912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005657381,0.000238579,0.9490036,0.000008175357,0.00005856559,0.00001819821,0.0003586108,0.00003559906,0.0000291611,0.04854603,0.0003153894,0.001331512],"study_design_scores_gemma":[0.003126282,0.00009057151,0.7543669,0.00003811298,0.00001855611,3.631793e-7,0.0006425672,0.00004883723,0.00005303659,0.001812542,0.239453,0.0003491775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8285804,0.00001492825,0.00003274945,0.0001657588,0.000180596,0.0002067205,0.0002108341,0.00002095233,0.170587],"genre_scores_gemma":[0.9981411,0.000006312165,0.0001016439,0.00004860469,0.00005817374,0.000002660856,0.0000753058,0.00001192688,0.001554261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391376,"threshold_uncertainty_score":0.9558524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150782867696362,"score_gpt":0.2179576832717015,"score_spread":0.2064498545947379,"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."}}