{"id":"W3157094767","doi":"10.1126/science.abj0449","title":"Biosecurity for humanitarian aid","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Biosecurity; 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":[0.004612503,0.001067753,0.0006664761,0.001683123,0.002288359,0.00535785,0.0006375323,0.006926928,0.05238594],"category_scores_gemma":[0.006289833,0.0001709781,0.0004154457,0.0009373802,0.004275272,0.005492157,0.002793831,0.004217071,0.006389501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003439504,"about_ca_system_score_gemma":0.01121136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005279826,"about_ca_topic_score_gemma":0.007256832,"domain_scores_codex":[0.9978406,0.001199926,0.0001406366,0.0001220909,0.0004147815,0.0002819235],"domain_scores_gemma":[0.9947369,0.001746902,0.0005039496,0.0004174593,0.0015132,0.001081556],"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":[0.0001009463,0.0001213484,0.001374161,0.001091919,0.00002765049,0.0002767621,0.0005768859,0.0004297156,0.0009164289,0.190434,0.6103829,0.1942675],"study_design_scores_gemma":[0.00001498775,0.0001525164,0.002669696,0.001886905,0.00001400963,0.0003363749,0.001158752,0.0001996127,0.0002605907,0.07424974,0.9190372,0.00001956605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002123518,0.1819278,0.001655947,0.6406962,0.0296989,0.00005072892,0.0004168854,0.00010568,0.1433243],"genre_scores_gemma":[0.1779742,0.3994945,0.01144869,0.1536835,0.06953566,0.0002852415,0.00105374,0.0001439349,0.1863806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05238594,"threshold_uncertainty_score":0.1752484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563632498834746,"score_gpt":0.3638546682232774,"score_spread":0.32821834323493,"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."}}