{"id":"W97684976","doi":"","title":"Isolation of marine sulfate-reducing bacteria, desulfovibrio sp, from malaysia shipyard and engineering harbours, Pasir Gudang","year":2007,"lang":"en","type":"article","venue":"","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citrobacter freundii; Bacteria; 16S ribosomal RNA; Sulfate-reducing bacteria; Desulfovibrio; Isolation (microbiology); Microbiology; Gene sequence; Marine bacteriophage; Biology; Gene; Enterobacteriaceae; Escherichia coli; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001571266,0.0001043792,0.0001018016,0.00004892342,0.00002421622,0.00001944389,0.00004895606,0.00009557343,0.00009160782],"category_scores_gemma":[0.00004494497,0.0001081973,0.00002891251,0.00006461874,0.00001821551,0.00001297491,0.00006475482,0.00004707525,0.000002216333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008137037,"about_ca_system_score_gemma":0.0000124339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008190983,"about_ca_topic_score_gemma":0.00001986541,"domain_scores_codex":[0.9993453,0.00001176576,0.0002130167,0.0002319013,0.00006174845,0.0001362418],"domain_scores_gemma":[0.9996402,0.000007698372,0.00007869181,0.0001662174,0.00005352935,0.00005371086],"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":[0.00005670634,0.00001513608,0.01468636,0.00001405716,0.00002289864,7.789811e-7,0.00003484378,0.00005834251,0.98263,0.00006739543,0.00004022455,0.002373276],"study_design_scores_gemma":[0.0002176466,0.00004297571,0.2439547,0.0000100731,0.00001067134,0.000006369572,0.00002889129,0.0004113935,0.7540895,0.000008030015,0.001114286,0.0001054493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752598,0.0000699851,0.0240733,0.0001044527,0.0001876145,0.00007421505,0.000008997768,0.00001958296,0.0002020289],"genre_scores_gemma":[0.9884614,0.00005947666,0.01036929,0.00004804691,0.0003383622,0.000001765781,0.0004249413,0.00001733599,0.0002794304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292684,"threshold_uncertainty_score":0.441216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005978130432466177,"score_gpt":0.2029591915340611,"score_spread":0.1969810611015949,"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."}}