{"id":"W2094926330","doi":"10.1016/j.watres.2011.03.042","title":"Effect of ciprofloxacin on microbiological development in wetland mesocosms","year":2011,"lang":"en","type":"article","venue":"Water Research","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; Western University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mesocosm; Ciprofloxacin; Temperature gradient gel electrophoresis; Phragmites; Wetland; Biology; Microbial population biology; Microbiology; Bacteria; Antibiotics; Environmental chemistry; Ecology; Ecosystem; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00156753,0.00009631904,0.000133521,0.00005306028,0.00005119781,0.0000054628,0.0002188252,0.00005971204,0.003603621],"category_scores_gemma":[0.00002450941,0.00004998182,0.00002510902,0.0001050357,0.0003444436,0.00004691728,0.0003635234,0.0002494462,0.002717725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063651,"about_ca_system_score_gemma":0.000002572461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001316274,"about_ca_topic_score_gemma":0.00001320728,"domain_scores_codex":[0.9985071,0.0003157749,0.0001616535,0.0002388634,0.0002838555,0.0004927677],"domain_scores_gemma":[0.9997086,0.00003772734,0.000009832172,0.0001264803,0.000001618343,0.0001157643],"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":[0.0002107782,0.000227684,0.1438821,0.00001667053,0.000003779232,0.00002880453,0.0006647095,0.000003502873,0.8495371,0.000006167139,0.00009737049,0.005321278],"study_design_scores_gemma":[0.0003750669,0.0005487978,0.09426142,0.0000215993,9.618225e-7,0.000001450437,0.00000972505,0.000007735307,0.9032165,0.00006677353,0.001423068,0.00006685348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818874,0.000006436287,0.000001810695,0.00005203324,0.00001809446,0.0002759352,0.000001036714,0.000006434956,0.01775084],"genre_scores_gemma":[0.999275,0.000007553087,0.0000978894,0.00004023401,0.000005311896,0.000009252842,0.000003755627,0.000006281064,0.0005547295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0536794,"threshold_uncertainty_score":0.9980588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150870512413206,"score_gpt":0.3664954572590213,"score_spread":0.2514084060177008,"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."}}