{"id":"W2135285631","doi":"10.1002/ieam.1638","title":"Toward ecosystem-based sediment quality guidelines for polychlorinated biphenyls (PCBs)","year":2015,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Simon Fraser University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Sediment; Ecosystem; Water quality; Environmental quality; Environmental chemistry; Ecology; Chemistry; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001155861,0.000489281,0.0004054866,0.0001014947,0.0001651961,0.00010648,0.0003894191,0.0001188636,0.001064806],"category_scores_gemma":[0.00002732686,0.000406016,0.0001205715,0.000214093,0.0001729489,0.0003029874,0.0003765491,0.0001512794,0.000199059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001898951,"about_ca_system_score_gemma":0.0000348891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912123,"about_ca_topic_score_gemma":0.0000713702,"domain_scores_codex":[0.9968669,0.0001304925,0.0007631005,0.0007818882,0.0008185166,0.0006390864],"domain_scores_gemma":[0.9987418,0.00005427323,0.0002485872,0.000480993,0.000005983335,0.000468365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001593774,0.004503017,0.06295589,0.0003859536,0.001648668,0.0001958394,0.001263939,0.004678655,0.07238645,0.003059529,0.1565511,0.6907772],"study_design_scores_gemma":[0.01550945,0.002079902,0.183818,0.0002219614,0.0005595625,0.00003489295,0.008199022,0.03867186,0.0220474,0.002498454,0.7235295,0.002829969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354822,0.0005312628,0.1051394,0.02372483,0.002766233,0.008629129,0.002203897,0.0009052596,0.02061772],"genre_scores_gemma":[0.9721991,0.00009732675,0.02339475,0.00225844,0.00005885318,0.0002114348,0.00008334348,0.0000568004,0.001639946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6879472,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08632446417260746,"score_gpt":0.3473752303184958,"score_spread":0.2610507661458883,"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."}}