{"id":"W2008709671","doi":"10.1080/15320383.2013.726294","title":"Evaluation of Sediment Toxicity in Kaohsiung Harbor, Taiwan","year":2013,"lang":"en","type":"article","venue":"Soil and Sediment Contamination An International Journal","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada; National Oceanic and Atmospheric Administration","keywords":"Sediment; Environmental science; Pollution; Environmental chemistry; Contamination; Effluent; Sewage; Nutrient; Environmental engineering; Geology; Chemistry; 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":[0.001882618,0.0001142254,0.0001181702,0.0001438151,0.00005808789,0.00008980981,0.0002319267,0.00005458673,0.006360041],"category_scores_gemma":[0.0001512224,0.000102701,0.00003314476,0.00009655174,0.00008066034,0.001114449,0.0000736799,0.0001496474,0.0000505241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107041,"about_ca_system_score_gemma":0.00006489867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002217081,"about_ca_topic_score_gemma":0.0001925082,"domain_scores_codex":[0.9974581,0.0002149162,0.0004005443,0.0001807484,0.001572871,0.0001728123],"domain_scores_gemma":[0.9994228,0.00002390922,0.0002339802,0.00009899973,0.00007730333,0.0001430368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003486899,0.000530243,0.08782753,0.000001795538,0.00008871351,0.000007857344,0.002575465,0.0005873868,0.09207103,0.000276135,0.0002776498,0.8157213],"study_design_scores_gemma":[0.001857695,0.0001475496,0.9466811,0.00002590177,0.00002678061,0.00003508406,0.0004641603,0.03775717,0.01107956,0.001620214,0.0001756741,0.0001291113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942797,0.00003550105,0.0002516276,0.001548041,0.0004621645,0.0002033607,0.00000905691,0.000009443124,0.003201137],"genre_scores_gemma":[0.9992323,0.0000320026,0.0002049042,0.0003078586,0.00008961318,0.000009184682,0.000002601456,0.000008125827,0.000113408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8588536,"threshold_uncertainty_score":0.9945483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611878186347492,"score_gpt":0.2746054185107873,"score_spread":0.2584866366473124,"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."}}