{"id":"W2990198278","doi":"10.1289/isesisee.2018.p03.3690","title":"Collective Intelligence and Skills Mobilization: The Key of the Outbreak in Trois-Rivières","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"","keywords":"Outbreak; Residence; Epidemiology; Public health; Medicine; Waterborne diseases; Environmental health; Water supply; Legionella; Geography; Demography; Virology; Environmental engineering; Pathology; Biology; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002265634,0.0001068563,0.0001075603,0.00003133972,0.0001101193,0.00003815018,0.0003342347,0.00009723295,0.00003793244],"category_scores_gemma":[0.0003405104,0.00006387553,0.0000359954,0.0001699373,0.0006031575,0.000007095111,0.0001736117,0.0001220751,0.000009246033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605828,"about_ca_system_score_gemma":0.0003722937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023716,"about_ca_topic_score_gemma":0.001841891,"domain_scores_codex":[0.9991226,0.0000811558,0.0002039858,0.0002382506,0.0001575569,0.0001964906],"domain_scores_gemma":[0.9992125,0.0000678107,0.00008691849,0.0003446041,0.000243232,0.00004491771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004603892,0.0007403007,0.06710122,0.0001144819,0.0001584434,0.000007719288,0.01572352,0.003538919,0.8880174,0.002270399,0.0030421,0.01882515],"study_design_scores_gemma":[0.0003023952,0.0002232454,0.484312,0.00008606137,0.00001051015,0.00001512888,0.000681843,0.00006362276,0.5061439,0.001698886,0.006287293,0.0001752145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934299,0.0001841828,0.0002930936,0.0004370062,0.00008253071,0.0002733106,0.0000106289,0.000003206181,0.005286136],"genre_scores_gemma":[0.9978026,0.0002080609,0.00003972995,0.0001299299,0.00009157316,0.00001769833,0.000005791801,0.000007737373,0.001696948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172107,"threshold_uncertainty_score":0.2604769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032296224596553,"score_gpt":0.2935749238434088,"score_spread":0.2632519615974433,"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."}}