{"id":"W2069859182","doi":"10.1071/en14141","title":"Pharmaceuticals and personal care products alter growth and function in lentic biofilms","year":2015,"lang":"en","type":"article","venue":"Environmental Chemistry","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Ecotoxicity; Environmental chemistry; Aquatic ecosystem; Chemistry; Context (archaeology); Lake ecosystem; Environmental impact of pharmaceuticals and personal care products; Repaglinide; Biofilm; Food science; Ecosystem; Biology; Ecology; Bacteria; Toxicity; Organic chemistry; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001105102,0.0002319123,0.000156321,0.00001362725,0.00007066325,0.00002959455,0.00008523808,0.00008878748,0.0008105658],"category_scores_gemma":[0.00002054569,0.0002171972,0.00002371636,0.00007251759,0.0006330402,0.0002652708,0.0003343613,0.0002282722,0.0001521364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015349,"about_ca_system_score_gemma":0.000005147928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002302622,"about_ca_topic_score_gemma":8.486774e-7,"domain_scores_codex":[0.9985777,0.00003097511,0.0001800802,0.0005273745,0.0003161393,0.0003676996],"domain_scores_gemma":[0.9994043,0.00001659837,0.00004001444,0.0001109853,6.820551e-7,0.0004274826],"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":[0.00005636148,0.0001555015,0.2478181,0.00006714218,0.000008248281,0.00002391309,0.0005356472,0.000008847818,0.7479849,0.000001251078,0.0001339529,0.00320616],"study_design_scores_gemma":[0.002112927,0.0001088047,0.1573959,0.00003333588,0.00005958039,0.00009964045,0.001730225,0.000545551,0.8335399,0.00009119011,0.003750353,0.00053259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938099,0.001252027,0.000003781028,0.0003680286,0.00005017806,0.0001682541,0.00001764023,0.00002097672,0.004309161],"genre_scores_gemma":[0.9987224,0.0002687564,0.0001377077,0.0004088799,0.00005561083,0.000006569437,0.00003034836,0.00002025229,0.0003494282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09042218,"threshold_uncertainty_score":0.8875127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151519928793728,"score_gpt":0.2527857443309952,"score_spread":0.2312705450430579,"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."}}