{"id":"W2039652178","doi":"10.1007/bf02840124","title":"Preservation of As III and As V in surface and ground waters","year":2006,"lang":"en","type":"article","venue":"Geochemistry","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Groundwater; Geochemistry; Geotechnical engineering","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":[0.0001077908,0.0001821537,0.0001124214,0.0002606363,0.0003654245,0.0008297659,0.0002149592,0.0002810412,0.0008391976],"category_scores_gemma":[0.0001824992,0.00008781638,0.0001259435,0.0002786357,0.0002947221,0.0003587416,0.0002079059,0.0001941269,0.0002358872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006431123,"about_ca_system_score_gemma":0.0004997994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01528214,"about_ca_topic_score_gemma":0.01046273,"domain_scores_codex":[0.9998906,0.00001006915,0.000005968167,0.0000405457,0.00002613098,0.00002669711],"domain_scores_gemma":[0.9999206,0.000006732828,0.00001597432,0.000008089216,0.00003927109,0.000009427876],"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":[0.0006780272,0.00001979088,0.04690772,0.00008213581,0.0000347841,0.0001574847,0.0004003192,0.0007841466,0.9206781,0.001271046,0.0002406307,0.02874571],"study_design_scores_gemma":[0.00002212203,0.0008142045,0.2119935,0.00003965224,0.00007036296,0.0004722701,0.00247812,0.002949502,0.7609155,0.001878439,0.01834129,0.00002496767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948397,0.0006192594,0.001032943,0.00004619212,0.00001410977,0.000004241166,0.0002817383,0.00001725698,0.003144489],"genre_scores_gemma":[0.9958883,0.0003198946,0.0004307397,0.00001793506,0.000003910462,0.000002719642,0.0002430626,0.000007463293,0.003086028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01528214,"threshold_uncertainty_score":0.03038633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330415371520922,"score_gpt":0.2595411721046175,"score_spread":0.2462370183894083,"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."}}