{"id":"W4293660817","doi":"10.20473/jipk.v14i2.33462","title":"The Optimization of Sulphide Oxidizing Bacteria (SOB) for Oil Corrosivity Reduction at Indramayu Coast, The Northern Coastal Area of West Java","year":2022,"lang":"en","type":"article","venue":"Jurnal Ilmiah Perikanan dan Kelautan","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Direktorat Jenderal Pendidikan Tinggi; Universitas Padjadjaran","keywords":"Thiobacillus; Anoxic waters; Nitrate; Environmental chemistry; Sulfate-reducing bacteria; Sulfate; Hydrogen sulfide; Hydrogen sulphide; Oxidizing agent; Chemistry; Bacteria; Geology; Sulfur","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001946961,0.0004045686,0.0004368896,0.0003022294,0.0003014547,0.0006507387,0.0002924937,0.0002471268,0.0005485911],"category_scores_gemma":[0.000178598,0.00013578,0.0003242519,0.0002476715,0.000132203,0.0002294859,0.0004511704,0.0002969645,0.0002075041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915666,"about_ca_system_score_gemma":0.0004048767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118306,"about_ca_topic_score_gemma":0.008123222,"domain_scores_codex":[0.9997918,0.00002877621,0.00003448531,0.00005266161,0.00005402403,0.00003828733],"domain_scores_gemma":[0.9999204,0.000007541961,0.00002254463,0.000006315647,0.00002482931,0.00001847218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001002586,0.000147091,0.003433739,0.0001462338,0.00001008707,0.0001205183,0.00008227932,0.0002117951,0.9869097,0.00002374422,0.00005410005,0.008760428],"study_design_scores_gemma":[0.00004156966,0.003893204,0.1204327,0.00009340713,0.0001614448,0.0008017964,0.002316079,0.002575663,0.8596162,0.000100406,0.009922789,0.00004463271],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976655,0.0007547357,0.0005798194,0.00008084767,0.00001577856,0.00004388131,0.0001220292,0.00001541128,0.0007220254],"genre_scores_gemma":[0.9873756,0.001352348,0.008397766,0.00006461616,0.000007651549,0.0000938786,0.0004874856,0.00001672762,0.002203838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003118306,"threshold_uncertainty_score":0.006200314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701343630758637,"score_gpt":0.245703391406653,"score_spread":0.2286899550990666,"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."}}