{"id":"W1559015234","doi":"10.7202/013541ar","title":"Waterborne Pathogens: A Critical Assessment of Methods, Results and Data Analysis","year":2006,"lang":"en","type":"article","venue":"Revue des sciences de l eau","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Health Canada; Institut National de la Recherche Scientifique","funders":"University of Waterloo; Ministry of Environment; Health Canada; Centers for Disease Control and Prevention; University of Lethbridge; Canadian Water Network; University of Ottawa","keywords":"Context (archaeology); Waterborne diseases; Risk analysis (engineering); Outbreak; Environmental resource management; Environmental health; Biology; Environmental planning; Geography; Business; Medicine; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3823597,0.003887247,0.00679778,0.01980764,0.003457225,0.02251819,0.008570643,0.007053345,0.004570066],"category_scores_gemma":[0.5456803,0.003163414,0.003751963,0.01163471,0.01177692,0.01407449,0.008561755,0.01427549,0.005619802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01050777,"about_ca_system_score_gemma":0.05526017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007625879,"about_ca_topic_score_gemma":0.006016052,"domain_scores_codex":[0.6442202,0.1679906,0.05508239,0.007367412,0.1228112,0.002528305],"domain_scores_gemma":[0.240411,0.4790383,0.02691627,0.04128184,0.2054216,0.006931059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004846155,0.0004763355,0.01069442,0.0239931,0.0007675878,0.00104653,0.006451617,0.003483955,0.002929258,0.03148055,0.1248764,0.7933156],"study_design_scores_gemma":[0.0001262803,0.000751023,0.01005258,0.07095531,0.000774484,0.002264537,0.005398168,0.008028211,0.004472625,0.07655687,0.8199854,0.0006345441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.005592545,0.2661397,0.4818814,0.1865533,0.01740159,0.01566015,0.00344258,0.005140903,0.01818791],"genre_scores_gemma":[0.02417875,0.1402363,0.7835423,0.02461847,0.0074752,0.01182433,0.00205624,0.001779952,0.004288628],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3823597,"threshold_uncertainty_score":0.7616605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550584255255299,"score_gpt":0.488726512759983,"score_spread":0.3336680872344532,"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."}}