{"id":"W2096660767","doi":"10.2166/wqrj.2007.026","title":"Pharmaceuticals in the Yamaska River, Quebec, Canada","year":2007,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network; National Water Research Institute","keywords":"Surface water; Sulfapyridine; Sulfamethoxazole; Sulfadimethoxine; Watershed; Environmental chemistry; Carbamazepine; Tributary; Wastewater; Sulfonamide; Chemistry; Environmental science; Antibiotics; Geography; Environmental engineering; Chromatography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004167939,0.0003086183,0.0002751482,0.001447608,0.004317167,0.002106669,0.000976724,0.0005041776,0.009044603],"category_scores_gemma":[0.001090535,0.000246092,0.0002859546,0.00405965,0.0006636743,0.0003649225,0.0006478562,0.0005578237,0.0007531303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03715758,"about_ca_system_score_gemma":0.05329986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970831,"about_ca_topic_score_gemma":0.9988419,"domain_scores_codex":[0.9993122,0.00006314416,0.00003152882,0.0001213276,0.0003096945,0.0001620167],"domain_scores_gemma":[0.9978599,0.0001098668,0.0002097445,0.00003165388,0.001438218,0.0003505847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003637723,0.000306176,0.7152249,0.0009834946,0.0002174785,0.00237251,0.002698745,0.001545101,0.006879834,0.00449562,0.0866127,0.1782997],"study_design_scores_gemma":[0.00007150001,0.0000971336,0.8520372,0.0003228136,0.00007466451,0.0005142306,0.003741036,0.002205825,0.001032184,0.0002608218,0.1395785,0.00006406035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7663948,0.01776664,0.002489864,0.01083894,0.0003095232,0.001100712,0.05635104,0.0005394171,0.144209],"genre_scores_gemma":[0.9313433,0.004785008,0.0048266,0.002475695,0.00004238623,0.000195372,0.008290934,0.0000596109,0.04798105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03715758,"threshold_uncertainty_score":0.2695984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586991111821158,"score_gpt":0.447261987589208,"score_spread":0.2885628764070923,"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."}}