{"id":"W1969648950","doi":"10.1016/j.marpolbul.2007.10.029","title":"Trace metals and benthic macrofauna distributions in Camamu Bay, Brazil: Sediment quality prior oil and gas exploration","year":2007,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Bay; Benthic zone; Sediment; Environmental science; Oceanography; Water quality; Geology; Hydrology (agriculture); Ecology; Geomorphology; Geotechnical engineering; Biology","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":[0.00248163,0.0001334555,0.0001990704,0.0001271197,0.0002826906,0.00003585634,0.00008163024,0.0001503303,0.003895669],"category_scores_gemma":[0.0002458553,0.0001195106,0.00002695256,0.0001765667,0.0002306399,0.00009297368,0.00007551629,0.000254036,0.0001118184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778211,"about_ca_system_score_gemma":0.00003023204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014023,"about_ca_topic_score_gemma":0.0333234,"domain_scores_codex":[0.9985188,0.0002626369,0.0003472114,0.0003238293,0.000145489,0.0004020239],"domain_scores_gemma":[0.9993768,0.0002348944,0.00007655835,0.0001255384,0.00003296091,0.000153201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012817,0.00004746224,0.8753287,0.00002764995,0.00001448445,0.00001291197,0.00008873793,0.00001915596,0.00003553933,0.0006862829,0.0004349944,0.1231028],"study_design_scores_gemma":[0.0005746193,0.00009904223,0.9701986,0.000005031683,0.000008744863,0.00002723353,0.0001100215,0.0002723858,0.00009276084,0.001017906,0.02746351,0.0001301085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676229,0.0004637852,0.0001639994,0.02627515,0.0001285339,0.0001292937,0.00005736069,0.00003279365,0.005126228],"genre_scores_gemma":[0.9963433,0.0006424685,0.0002977153,0.0002583292,0.00005847385,0.000005659509,0.0002775941,0.000002487097,0.002114017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229727,"threshold_uncertainty_score":0.9970149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352514160811055,"score_gpt":0.2872359011903383,"score_spread":0.2637107595822277,"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."}}