{"id":"W2154562465","doi":"10.1186/1752-153x-8-15","title":"A review of what is an emerging contaminant","year":2014,"lang":"en","type":"review","venue":"Chemistry Central Journal","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":746,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Forêts, de la Faune et des Parcs; Université de Montréal","funders":"","keywords":"Contamination; Emerging technologies; Environmental planning; Environmental chemistry; Environmental science; Biochemical engineering; Chemistry; Environmental protection; Nanotechnology; Engineering; Ecology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004025173,0.0004010973,0.001261113,0.00001039473,0.00008950642,0.00007331951,0.0005988998,0.0001687087,0.01327632],"category_scores_gemma":[0.00003436884,0.0002867104,0.0005803595,0.0001236549,0.0002430833,0.0004253681,0.000199784,0.0006648513,0.0001673704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022736,"about_ca_system_score_gemma":0.00004377593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002935771,"about_ca_topic_score_gemma":8.93095e-8,"domain_scores_codex":[0.9976706,0.0001026969,0.0008554948,0.0003431208,0.0004266563,0.0006014261],"domain_scores_gemma":[0.9982006,0.00003055003,0.0006985791,0.0003175766,0.000005484731,0.0007472427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001567298,0.0001115505,0.00001485963,0.05309244,0.00004483311,0.00003436499,0.00002297601,4.429851e-7,0.0004906257,2.146144e-7,0.003080919,0.9431052],"study_design_scores_gemma":[0.0001117241,0.00002130058,0.000006239834,0.1422373,0.0004504529,0.0008749736,0.00001617855,0.000007536102,0.001280204,0.000006766455,0.8547019,0.0002853964],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008083076,0.9982818,0.00001951646,0.00009671091,0.0001926981,0.0001650052,0.0000154067,0.000007934709,0.001140074],"genre_scores_gemma":[0.0000408321,0.9983361,0.00008218566,0.0009431813,0.0002241465,0.00000135188,0.0000300596,0.00003216709,0.0003099125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9428198,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462889303620931,"score_gpt":0.3527828585743726,"score_spread":0.3064939282122796,"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."}}