{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006698834,0.00007163727,0.000083259,0.00009425995,0.00008591682,0.00001050983,0.0002512122,0.00006824462,0.0000410097],"category_scores_gemma":[0.00000984644,0.00006149442,0.00001560877,0.000410661,0.001020196,0.00006755716,0.00008543453,0.0001698425,0.00001270152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770548,"about_ca_system_score_gemma":0.000005995319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003448706,"about_ca_topic_score_gemma":0.000002462094,"domain_scores_codex":[0.9992281,0.000001146646,0.0001071441,0.000327172,0.0001018065,0.0002346294],"domain_scores_gemma":[0.9997315,0.000005012947,0.00002498937,0.0002007006,0.000001180758,0.00003656937],"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":[0.00000115163,0.00005577607,0.01406475,6.71512e-7,6.13853e-7,5.263425e-7,0.0000127217,0.000001435262,0.9706916,0.0004802291,0.000001269699,0.01468927],"study_design_scores_gemma":[0.0001198077,0.0000151196,0.01485431,0.000002943856,0.000003497139,0.000009873243,0.0001298791,0.002388586,0.9751755,0.00667552,0.0005079301,0.0001170323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997497,0.00009699478,0.00001257538,0.001613255,0.000002809691,0.00002553193,0.000001460762,0.0000392989,0.0007110791],"genre_scores_gemma":[0.9994047,0.00004491635,0.0003789242,0.00006249401,0.000004028762,0.000006044163,0.000004553142,0.000001815758,0.00009253532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457224,"threshold_uncertainty_score":0.3758954,"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."}}