{"id":"W3014864258","doi":"10.1093/cid/ciaa393","title":"Before the Flood","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Flood myth; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002004216,0.001056025,0.0006170048,0.0007744605,0.00744794,0.01019194,0.000917695,0.005443729,0.2159279],"category_scores_gemma":[0.008887609,0.0003783776,0.000607596,0.0006645648,0.003224839,0.00950876,0.00605014,0.01011936,0.08019061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00292303,"about_ca_system_score_gemma":0.004841859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018696,"about_ca_topic_score_gemma":0.01286948,"domain_scores_codex":[0.9983423,0.0003758007,0.00006089185,0.0003131977,0.0003847364,0.0005230003],"domain_scores_gemma":[0.9983001,0.0002402288,0.00008993911,0.0002321726,0.0005622497,0.0005751682],"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":[0.0000452991,0.00002563616,0.0004294188,0.00005787906,0.000008411734,0.0001849094,0.0008906951,0.00003491368,0.0001243343,0.0326945,0.9411471,0.02435693],"study_design_scores_gemma":[0.000003815458,0.000007441599,0.0002444139,0.00004786576,0.000001399528,0.0000540657,0.0005627476,0.00001109655,0.00002570148,0.002418204,0.9966185,0.000004684061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00469603,0.01090691,0.002323721,0.4180112,0.06378777,0.0001207978,0.00230032,0.0008429188,0.4970102],"genre_scores_gemma":[0.03650154,0.006670266,0.001296082,0.1526354,0.008960584,0.0001334028,0.00133798,0.0007164209,0.7917483],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2159279,"threshold_uncertainty_score":0.7223507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376537505175377,"score_gpt":0.3861527662610456,"score_spread":0.3323873912092918,"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."}}