{"id":"W1982432048","doi":"10.1002/etc.5620191205","title":"Dialysis minipeeper for measuring pore-water metal concentrations in laboratory sediment toxicity and bioavailability tests","year":2000,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bioavailability; Toxicity; Sediment; Environmental chemistry; Dialysis; Metal toxicity; Environmental science; Chemistry; Heavy metals; Pharmacology; Geology; Biology; Medicine; Internal medicine","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":[0.000450759,0.000246125,0.0002723228,0.00001266135,0.0001809844,0.00001505224,0.0001205787,0.0002149561,0.01037291],"category_scores_gemma":[0.00002270416,0.000223267,0.00005343721,0.00004755323,0.0009739298,0.0001625532,0.0001536621,0.0001776856,0.00006164584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003586895,"about_ca_system_score_gemma":0.000006523749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102686,"about_ca_topic_score_gemma":0.00002101008,"domain_scores_codex":[0.9982915,0.00008379182,0.0003447792,0.0006478362,0.0001952685,0.0004368295],"domain_scores_gemma":[0.9994123,0.00008747617,0.00004369535,0.0002649495,7.885764e-7,0.000190812],"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":[0.00004255216,0.0005194754,0.1305053,0.00001612633,0.00002601158,0.000008782748,0.0003904534,0.0001377429,0.8650605,7.974894e-7,0.00005854727,0.003233742],"study_design_scores_gemma":[0.00109616,0.0000791924,0.1325938,0.000005427251,0.00005527318,0.00001725142,0.0001765982,0.0001830991,0.8555328,0.0001137374,0.009811684,0.0003349656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979523,0.0002248682,0.00000797348,0.0003031966,0.00003198643,0.0003632703,0.0000706202,0.00001761389,0.001028206],"genre_scores_gemma":[0.9976519,0.0002060191,0.0006071508,0.0003411353,0.00003683132,0.0001590213,0.0000571508,0.00001725684,0.0009234727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031126,"threshold_uncertainty_score":0.9905317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008722968836448417,"score_gpt":0.2105303147560535,"score_spread":0.2018073459196051,"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."}}