{"id":"W4244497791","doi":"10.32920/ryerson.14661129.v1","title":"Effects of ibuprofen and tetracyline on extracellular polymer production","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tetracycline; Ibuprofen; Chemistry; Extracellular polymeric substance; Chromatography; Wastewater; Antibiotics; High-performance liquid chromatography; Anthrone; Carbohydrate; Food science; Bacteria; Biochemistry; Pharmacology; Biology; Biofilm; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001525647,0.0003053565,0.0002952644,0.0002426447,0.0001430543,0.0003045192,0.000122224,0.0004412237,0.001401789],"category_scores_gemma":[0.0003245983,0.0001249187,0.0003080751,0.0002432542,0.000158359,0.0001952935,0.0001773101,0.0003158597,0.0002668895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758304,"about_ca_system_score_gemma":0.0002020903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697944,"about_ca_topic_score_gemma":0.001338928,"domain_scores_codex":[0.9997174,0.000078192,0.0000290234,0.00003870331,0.00005497142,0.00008166319],"domain_scores_gemma":[0.9997354,0.0000767009,0.00005711932,0.00001878092,0.00004980368,0.00006222872],"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":[0.001654609,0.0001744444,0.0002406299,0.00008384624,0.0000118137,0.00008917134,0.00002644387,0.0001772898,0.9949073,0.00002117956,0.00005069484,0.002562571],"study_design_scores_gemma":[0.00002247954,0.001591904,0.005046572,0.00001322132,0.00001506572,0.00008191734,0.00004157625,0.0004348675,0.99188,0.00001833362,0.0008459042,0.000008187848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967046,0.00143416,0.0001979792,0.00006633451,0.00003155699,0.00001657215,0.0003967535,0.00001036277,0.001141744],"genre_scores_gemma":[0.9957366,0.0009429039,0.0009383585,0.00006512461,0.00001660477,0.0000201588,0.0004439434,0.000007723887,0.001828588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697944,"threshold_uncertainty_score":0.004689455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440561161803863,"score_gpt":0.2602471556478234,"score_spread":0.2458415440297847,"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."}}