{"id":"W2243719208","doi":"","title":"B-Life project : new services for biological emergencies","year":2012,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GNSS applications; Service (business); Biological warfare; Computer science; Geography; Computer security; Environmental resource management; Business; Telecommunications; Global Positioning System; Environmental science; Political science","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":[0.005256694,0.00136517,0.0007158567,0.002045279,0.001669266,0.003361748,0.002869476,0.002745558,0.06575742],"category_scores_gemma":[0.004070103,0.0004453662,0.0006683029,0.001456944,0.001166434,0.003552244,0.005252213,0.002129134,0.04291456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080294,"about_ca_system_score_gemma":0.007923528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227044,"about_ca_topic_score_gemma":0.007887551,"domain_scores_codex":[0.997427,0.0005889127,0.00008761157,0.0003180481,0.001055248,0.0005230516],"domain_scores_gemma":[0.9935263,0.000543819,0.0003003338,0.000407865,0.00183925,0.003382399],"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":[0.001656264,0.000883765,0.004142206,0.0009655412,0.00004062878,0.0003553007,0.0008119506,0.002358705,0.02092854,0.02047225,0.6518694,0.2955154],"study_design_scores_gemma":[0.0003956153,0.0005845296,0.002539696,0.0001594964,0.00001765707,0.0002730875,0.0003424691,0.006358923,0.004691757,0.002747867,0.9818364,0.00005247187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05067078,0.0124163,0.2434241,0.03354687,0.00887383,0.006221969,0.07017853,0.1391307,0.435537],"genre_scores_gemma":[0.13,0.008469947,0.2177375,0.01303309,0.002199956,0.005122166,0.1994502,0.01172695,0.4122602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06575742,"threshold_uncertainty_score":0.2199805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078344877359029,"score_gpt":0.2394985007386059,"score_spread":0.2187150519650156,"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."}}