{"id":"W1998947855","doi":"10.1016/j.marpolbul.2004.06.028","title":"Present state and historical changes of trace metal pollution in Kaoping coastal sediments, southwestern Taiwan","year":2004,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; National Science Council","keywords":"Trace metal; Pollution; Canyon; Total organic carbon; Enrichment factor; Sedimentation; Environmental science; Environmental chemistry; Sediment; Geology; Hydrology (agriculture); Metal; Chemistry; Heavy metals; Geomorphology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004728363,0.0001941155,0.0002509953,0.00009235051,0.00006709418,0.00001111956,0.000129134,0.00007141995,0.001046212],"category_scores_gemma":[0.00003083803,0.0001949943,0.00004633467,0.0001556059,0.0001678863,0.00007045823,0.0004931515,0.000157764,0.0001547223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098175,"about_ca_system_score_gemma":0.00001219705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005242982,"about_ca_topic_score_gemma":0.001387686,"domain_scores_codex":[0.9983039,0.0001201877,0.0003739762,0.0003856343,0.000456906,0.0003594197],"domain_scores_gemma":[0.999491,0.0000131428,0.0001480554,0.0002146562,0.000003495566,0.0001296212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035069,0.007258059,0.5180385,0.000446706,0.0003020245,0.0003047551,0.01780364,0.0839571,0.1830272,0.001321214,0.004577072,0.1819287],"study_design_scores_gemma":[0.003104763,0.0004659492,0.7906057,0.00005278774,0.00005127447,0.00004975584,0.0002543913,0.0001938364,0.01113753,0.0008616364,0.1926862,0.0005361264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803711,0.0001363465,0.001151101,0.01649702,0.0001591536,0.0003933308,0.00002239442,0.00003477495,0.001234736],"genre_scores_gemma":[0.9946122,0.00008367599,0.003865839,0.0002084045,0.00004076065,0.00002865758,0.000006517867,0.00001878727,0.001135143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725673,"threshold_uncertainty_score":0.999867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431931989714318,"score_gpt":0.2163457571117744,"score_spread":0.2020264372146312,"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."}}