{"id":"W2903151895","doi":"10.5539/eer.v8n2p34","title":"Sediment Quality Assesment by Using Geochemical Index at Saguling Reservoir West Java Province Indonesia","year":2018,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Environmental science; Pollution; Wet season; Dry season; Water quality; Contamination; Hydrology (agriculture); Heavy metals; Drainage basin; Water reservoir; Environmental chemistry; Geology; Ecology; Chemistry; Geomorphology; Geography; Geotechnical engineering; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003212919,0.0003788715,0.0003418869,0.00008319543,0.0009870571,0.00007066934,0.0005512198,0.0002892432,0.006409884],"category_scores_gemma":[0.00005740496,0.0003546016,0.00007220602,0.0002163535,0.002418674,0.0002866296,0.002905445,0.0004631669,0.0005645377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384003,"about_ca_system_score_gemma":0.00003328125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002434915,"about_ca_topic_score_gemma":0.0002642184,"domain_scores_codex":[0.9937985,0.0008438468,0.0005866364,0.001265131,0.002265065,0.001240841],"domain_scores_gemma":[0.9981179,0.0002503618,0.0001308883,0.0009236773,0.000007583991,0.0005695611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002842487,0.0008652555,0.2925847,0.00003022423,0.00007000413,0.00003208865,0.0003597663,0.002624264,0.6843383,0.0001858971,0.007512879,0.01111238],"study_design_scores_gemma":[0.00164347,0.0006999104,0.2463674,0.00006239501,0.00003315232,0.00003842129,0.0002925309,0.009230425,0.2969917,0.0007065566,0.4427329,0.001201177],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919173,0.0003254882,0.001388329,0.0007813934,0.00008169731,0.0003352467,0.00001353743,0.00003327198,0.00512378],"genre_scores_gemma":[0.9937336,0.0005806432,0.001275537,0.0002297638,0.000188034,0.00008669925,0.000032793,0.00005081429,0.003822076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.43522,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552781465198633,"score_gpt":0.3410007627797851,"score_spread":0.2854729481277988,"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."}}