{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005804,0.0001418887,0.0001627558,0.00004626125,0.0009371288,0.00004931209,0.0003871486,0.00007032579,0.00004652153],"category_scores_gemma":[0.0001331396,0.0001092434,0.0001635595,0.0001859432,0.0002557182,0.00001115996,0.0001931603,0.0001310385,0.000001165791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774423,"about_ca_system_score_gemma":0.000135909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004036877,"about_ca_topic_score_gemma":0.0005316247,"domain_scores_codex":[0.9985579,0.0001835806,0.0005267076,0.0002770647,0.0002641898,0.0001905086],"domain_scores_gemma":[0.9984385,0.00004668379,0.0006306174,0.0005099773,0.0003249258,0.00004924879],"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":[0.000427831,0.0001048893,0.001312643,0.00002773138,0.00005954849,2.373312e-7,0.0004556203,0.005528941,0.9876286,0.0001843445,0.00146978,0.002799819],"study_design_scores_gemma":[0.00159099,0.0007016729,0.0134782,0.0000352647,0.0001369743,0.0001825867,0.006788494,0.003989432,0.864526,0.00002134982,0.1081179,0.0004312054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966801,0.0001963016,0.001130371,0.0006743752,0.000628138,0.0002458688,0.0003134238,0.00001053467,0.0001208389],"genre_scores_gemma":[0.996736,0.0001364397,0.0003123954,0.00003298166,0.0001101471,0.0001076042,0.0006300412,0.0000287702,0.001905584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231027,"threshold_uncertainty_score":0.7207732,"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."}}