{"id":"W2021481522","doi":"10.1021/es9013695","title":"Chemodynamics and Bioavailability in Natural Waters","year":2009,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Electrochemical Analysis and Applications","field":"Chemistry","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Bioavailability; Natural (archaeology); Environmental science; Environmental chemistry; Chemistry; Geology; Pharmacology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001656308,0.0001135831,0.0001408014,0.0002419577,0.0002657971,0.0004857442,0.0001976679,0.0003828331,0.0007537711],"category_scores_gemma":[0.0005429607,0.0001881302,0.0001281754,0.0001689207,0.0005288682,0.0005041586,0.0003695047,0.000337598,0.0002646511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611109,"about_ca_system_score_gemma":0.0005643541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451999,"about_ca_topic_score_gemma":0.003092297,"domain_scores_codex":[0.9998156,0.00003023453,0.000006326945,0.00005757017,0.00007010155,0.00002022293],"domain_scores_gemma":[0.999828,0.00008316402,0.00003821853,0.00000579599,0.00003338582,0.00001142505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002259407,0.00009275898,0.02442292,0.0005383672,0.00006236089,0.0002380773,0.0002719008,0.005469592,0.9113784,0.01085344,0.00143659,0.04500954],"study_design_scores_gemma":[0.0000634929,0.001228512,0.2131315,0.00012124,0.00009630853,0.001239395,0.001194774,0.05815493,0.6262568,0.05077839,0.04757435,0.0001602988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570603,0.01472739,0.0138694,0.00170509,0.00008301447,0.00004503198,0.0006632847,0.000060341,0.01178602],"genre_scores_gemma":[0.9894651,0.005847734,0.001930549,0.0001881336,0.00005184769,0.00003189212,0.0001475246,0.000008442902,0.002328598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00451999,"threshold_uncertainty_score":0.008987367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001653424845855637,"score_gpt":0.1897059400309087,"score_spread":0.1880525151850531,"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."}}