{"id":"W2310554883","doi":"10.1071/en16019","title":"Parallel responses of human epidermal keratinocytes to inorganic SbIII and AsIII","year":2016,"lang":"en","type":"article","venue":"Environmental Chemistry","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of Environmental Health Sciences","keywords":"Biology; Arsenite; Transcription factor; Cell biology; Chemistry; Gene; Arsenic; Biochemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009506034,0.0001076032,0.0001002698,0.000008959792,0.00009474265,0.000005693403,0.00009847766,0.00005143961,0.007935296],"category_scores_gemma":[0.00003385749,0.00008837066,0.00002668092,0.00003054194,0.000216822,0.0001079258,0.0002007424,0.00004002588,0.0001575124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510239,"about_ca_system_score_gemma":0.000003245166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014154,"about_ca_topic_score_gemma":0.000004993508,"domain_scores_codex":[0.9992345,0.00002310993,0.0001881265,0.0002428453,0.0001723534,0.000139091],"domain_scores_gemma":[0.9996048,0.00004831036,0.0000669893,0.0001699588,8.298297e-7,0.0001090838],"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":[0.00001543977,0.00003370081,0.05039858,0.000003687985,0.000003593305,0.000001804086,0.0002152915,0.000001626913,0.9409528,0.000009251703,0.0002615353,0.00810271],"study_design_scores_gemma":[0.0003780229,0.00003495182,0.321838,0.000008829285,0.000005450341,0.000009619308,0.0001299071,0.00000475658,0.676125,0.00007697015,0.00127314,0.0001152798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960669,0.00002289275,0.0001774857,0.0005836587,0.00001022434,0.00009378498,0.00001828494,0.00001572983,0.003011047],"genre_scores_gemma":[0.991137,0.00001801297,0.0004450247,0.0001195601,0.0000184312,0.00001186206,0.000007391344,0.00001008428,0.008232631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714394,"threshold_uncertainty_score":0.9929716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007164966845512978,"score_gpt":0.2162446227368975,"score_spread":0.2090796558913845,"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."}}