{"id":"W2168564884","doi":"10.1002/etc.5620190524","title":"Development and evaluation of consensus-based sediment effect concentrations for polychlorinated biphenyls","year":2000,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASL Environmental Sciences (Canada)","funders":"","keywords":"Sediment; Environmental science; Environmental chemistry; Chemistry; Geology","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":[0.0003591533,0.0001444967,0.0001497306,0.000007313286,0.0001136795,0.000005488546,0.00005919172,0.0001193974,0.007191976],"category_scores_gemma":[0.00002128108,0.000139558,0.00002233249,0.00003406595,0.0004699513,0.00003234941,0.00003005931,0.00006540083,0.00001701455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430269,"about_ca_system_score_gemma":0.0000297116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001743988,"about_ca_topic_score_gemma":0.000002161605,"domain_scores_codex":[0.9990618,0.00004585951,0.0002085306,0.0002690542,0.0002053203,0.0002094427],"domain_scores_gemma":[0.9996045,0.00009686951,0.00007050934,0.0001183275,5.488164e-7,0.0001092593],"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":[0.0001144771,0.0001373779,0.007473808,0.00001158444,0.00002513493,0.000001107341,0.0001933885,0.00009698939,0.8693894,6.422995e-7,0.00004552504,0.1225106],"study_design_scores_gemma":[0.002061674,0.0001255867,0.07209338,0.000007664078,0.00006968956,0.00001687837,0.00005277582,0.001905302,0.9211273,0.00002635696,0.002365252,0.0001481032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982268,0.0001496469,0.00001112105,0.0000999663,0.00002491933,0.0003953122,0.00006786516,0.00001330604,0.001011061],"genre_scores_gemma":[0.9987869,0.00001218339,0.0007389023,0.00008899225,0.0000117358,0.00004448321,0.00001414531,0.000009903284,0.0002927144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223625,"threshold_uncertainty_score":0.9937156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039233647363559,"score_gpt":0.2439641794092726,"score_spread":0.233571842935637,"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."}}