{"id":"W2324594025","doi":"10.1021/tx400123q","title":"Arsenic Speciation in the Blood of Arsenite-Treated F344 Rats","year":2013,"lang":"en","type":"article","venue":"Chemical Research in Toxicology","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; McKnight Foundation","keywords":"Arsenite; Genetic algorithm; Arsenic; Environmental chemistry; Chemistry; Biology; Evolutionary biology; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008961378,0.00006172051,0.000107318,0.0001015965,0.00003367554,0.000008454102,0.0002552026,0.0001026343,0.003164332],"category_scores_gemma":[0.0005169678,0.00004779746,0.00002449552,0.0006135674,0.0003606583,0.00008972206,0.0001786238,0.0002986637,0.0004720054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892633,"about_ca_system_score_gemma":0.00001735746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954267,"about_ca_topic_score_gemma":0.0006991222,"domain_scores_codex":[0.9985356,0.0003250318,0.000251189,0.0002081153,0.0003652056,0.0003148439],"domain_scores_gemma":[0.9990425,0.0006527454,0.00004539074,0.0001852101,0.00002281069,0.00005140496],"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":[0.00001447001,0.0002453406,0.03655025,0.000004257367,0.000001990127,0.00001147025,0.000497457,0.000007941761,0.9548774,0.0006267589,0.001074037,0.006088629],"study_design_scores_gemma":[0.0009583123,0.0001272521,0.3691898,0.00001506805,0.000003311912,0.00001366647,0.0004086417,0.001305845,0.6209735,0.005021142,0.001878127,0.0001053703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758,0.00001110207,0.000001654476,0.001833387,0.00001599843,0.000427029,9.830146e-7,0.000005448532,0.02190438],"genre_scores_gemma":[0.9989092,0.00001988102,0.00006739918,0.0001227996,0.00001704276,0.000114434,0.00001089816,0.000004476013,0.0007338276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3339039,"threshold_uncertainty_score":0.9977469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933130736939541,"score_gpt":0.3355768106389047,"score_spread":0.2862455032695093,"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."}}