{"id":"W59197872","doi":"10.3133/wri024089","title":"Trace elements and organic compounds in bed sediment from selected streams in southern Louisiana, 1998","year":2002,"lang":"en","type":"report","venue":"","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Total organic carbon; Trace element; STREAMS; Environmental science; Environmental chemistry; Hydrology (agriculture); Geology; Chemistry; Geochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004237903,0.000370082,0.000572959,0.00009203498,0.00008311464,0.00004340438,0.0002330071,0.0002733128,0.003776057],"category_scores_gemma":[0.00002449344,0.0002967407,0.00004617079,0.0003719144,0.000164512,0.00005447493,0.0003551803,0.0004144191,0.0003695691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007569494,"about_ca_system_score_gemma":0.00002551914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06736368,"about_ca_topic_score_gemma":0.09253445,"domain_scores_codex":[0.9972326,0.0001374497,0.0006974082,0.0006781999,0.0007961043,0.0004582861],"domain_scores_gemma":[0.9993752,0.00006530154,0.0001969624,0.0002590631,0.000008776263,0.0000946861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002130013,0.0005464865,0.9680648,0.0000636761,0.0001519551,0.00009356484,0.01463859,0.00003540521,0.001097259,3.572466e-7,0.009910745,0.005375839],"study_design_scores_gemma":[0.005186719,0.0003962231,0.7822205,0.0007230702,0.0002442101,0.00003539106,0.01445243,0.001090773,0.001003788,0.0004192682,0.1914917,0.002735872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710019,0.001022178,0.000003256075,0.0001968811,0.0001011237,0.0004024482,0.0000974444,0.00004123821,0.02713354],"genre_scores_gemma":[0.9768953,0.001187399,0.0002488162,0.00008390633,0.00008550891,0.00002568298,0.0001850771,0.00004418638,0.02124414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858442,"threshold_uncertainty_score":0.9999485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594319251116097,"score_gpt":0.2365710032200094,"score_spread":0.2006278107088484,"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."}}