{"id":"W3207888382","doi":"10.1002/jeq2.20300","title":"Fate and transport in environmental quality","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pollutant; Biogeochemical cycle; Publication; Environmental science; Water quality; Environmental quality; Environmental chemistry; Chemistry; Ecology; Political science; Biology; Law","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":[0.001296968,0.0003018222,0.0005480864,0.00004492688,0.00009534372,0.00002225442,0.0002299037,0.0001341405,0.005607521],"category_scores_gemma":[0.00004546669,0.0002746732,0.0002124286,0.0001166591,0.0006741222,0.0005908824,0.0002627992,0.0005079425,0.0001567979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004751637,"about_ca_system_score_gemma":0.00001313456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005251513,"about_ca_topic_score_gemma":0.00003687251,"domain_scores_codex":[0.9966351,0.0004249973,0.001207072,0.000434509,0.0008298426,0.000468495],"domain_scores_gemma":[0.9987018,0.0001404334,0.0004152949,0.0002718456,0.000001113201,0.000469531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009061758,0.0009588065,0.5942244,0.00001541872,0.00002518537,0.0002500851,0.000300964,0.0000812851,0.395913,0.00002680309,0.00002919405,0.008084224],"study_design_scores_gemma":[0.001561545,0.0001082842,0.95294,0.00002716031,0.00003427586,0.0002502383,0.0007362255,0.00001960064,0.0395373,0.0005078192,0.003949495,0.000328075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968212,0.0006864766,0.0000695013,0.0005249889,0.0001292344,0.0001171102,0.00008293094,0.00000709748,0.001561486],"genre_scores_gemma":[0.9966013,0.001314123,0.0008044594,0.000766626,0.00005058631,0.00000107758,0.00001375487,0.00002279492,0.0004252056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3587156,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393066877542796,"score_gpt":0.3290747365246209,"score_spread":0.2851440677491929,"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."}}