{"id":"W2262229766","doi":"10.2166/wh.2015.034","title":"Assessing protozoan risks for surface drinking water supplies in Nova Scotia, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Environmental science; Nova (rocket); Oceanography; Geology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005836808,0.0005485817,0.000281064,0.001012883,0.001059771,0.001012147,0.0005487948,0.0002929486,0.000772051],"category_scores_gemma":[0.001416942,0.0003163027,0.0004989863,0.001198724,0.0005226187,0.0002081312,0.0006892706,0.000296105,0.0001174107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02454901,"about_ca_system_score_gemma":0.02765707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949575,"about_ca_topic_score_gemma":0.9962923,"domain_scores_codex":[0.9993679,0.00008855664,0.00003457215,0.00007424319,0.000273074,0.0001616998],"domain_scores_gemma":[0.998643,0.0001198376,0.0002506764,0.00003111137,0.0007999411,0.0001553933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001998919,0.00006374177,0.9732603,0.0001318711,0.0001020679,0.0004510462,0.0005489572,0.01102145,0.002978731,0.0002496974,0.001059181,0.009932864],"study_design_scores_gemma":[0.00001418379,0.0001115166,0.986607,0.00004917395,0.00005476211,0.0001040039,0.001577191,0.009203548,0.001050375,0.00007569022,0.001133828,0.0000188479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940978,0.0004309425,0.0005795477,0.000259237,0.000006302761,0.0001109252,0.00166079,0.00001733103,0.00283719],"genre_scores_gemma":[0.9963063,0.0003603662,0.0008048993,0.00006948197,0.000001709019,0.00001737058,0.0008938414,0.000004678292,0.001541325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02454901,"threshold_uncertainty_score":0.1781163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126024629174762,"score_gpt":0.3707877626439307,"score_spread":0.2795275163521831,"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."}}