{"id":"W1659578282","doi":"","title":"Ecological Risk Assessment of Sediment PCBs Pollution in Main Estuaries of China","year":2009,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Environmental Quality and Pollution","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estuary; Environmental science; Sediment; Pollution; China; Hydrology (agriculture); Ecology; Oceanography; Geography; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191897,0.0002071818,0.000313417,0.0003221908,0.0002075567,0.000008065198,0.0006262633,0.0002032733,0.001101993],"category_scores_gemma":[0.00006716419,0.0001907847,0.00007094384,0.001064039,0.004479,0.0003837464,0.0004315054,0.0003223825,0.00003674375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175925,"about_ca_system_score_gemma":0.00002331966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530825,"about_ca_topic_score_gemma":0.00005036379,"domain_scores_codex":[0.9975473,0.0001083193,0.0005680263,0.0005593455,0.0007000805,0.0005168761],"domain_scores_gemma":[0.9990935,0.00003099978,0.0003502275,0.0004325339,0.000001018984,0.00009174107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002130207,0.001203503,0.5347411,0.000002846681,0.000003955346,0.000005771548,0.0002744351,0.005551692,0.4374315,0.004296418,0.00003285841,0.01643466],"study_design_scores_gemma":[0.0004356287,0.0008180922,0.9268138,0.00001084791,0.0000108903,0.00001088009,0.0003874033,0.000816419,0.06196536,0.008130128,0.0004233045,0.0001772236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938686,0.00004853029,0.0006102328,0.00138333,0.00006510532,0.0003590854,0.00003437646,0.00003305505,0.003597705],"genre_scores_gemma":[0.9955893,0.0001584534,0.004020934,0.0001520681,0.000006655965,0.00001392062,0.000006401859,0.000005640782,0.0000466326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3920727,"threshold_uncertainty_score":0.9998111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005048070755221629,"score_gpt":0.2443256527581869,"score_spread":0.2392775820029653,"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."}}