{"id":"W2171182054","doi":"10.5539/ijb.v3n1p33","title":"Screening of Marine Sediments from Bay of Bengal near Pudimadaka Coast of Andhra Pradesh for Isolation of Lipolytic Actinobacteria and Characterization of the Most Potent Isolates","year":2010,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actinobacteria; Bay; Tributyrin; Isolation (microbiology); BENGAL; Lipase; Biology; Streptomyces; Veterinary medicine; Botany; Microbiology; 16S ribosomal RNA; Bacteria; Geography; Biochemistry; Enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.0002373245,0.00007514107,0.0003276538,0.00009836489,0.00001511894,0.000003510646,0.000134566,0.00009467103,0.00006732377],"category_scores_gemma":[0.0002586594,0.00004788406,0.00008858393,0.00005850977,0.0001516247,0.00007994931,0.00006104528,0.0001290309,3.053907e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008930582,"about_ca_system_score_gemma":0.00006810953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604818,"about_ca_topic_score_gemma":0.00003239296,"domain_scores_codex":[0.9990406,0.00003637258,0.0006565345,0.00008273598,0.000123154,0.00006062013],"domain_scores_gemma":[0.9976467,0.0001314255,0.001471936,0.00008194439,0.0006441862,0.00002378317],"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":[0.001294814,0.000109171,0.09657867,0.00004282411,0.0002814274,2.075284e-7,0.0001303029,0.000001283357,0.8943781,0.00004094684,0.00000750803,0.007134741],"study_design_scores_gemma":[0.0009485315,0.0004364577,0.2747997,0.0001609576,0.00009451086,0.00002828035,0.0000269263,0.000304627,0.7229815,0.0000548184,0.0001337397,0.00002990983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977039,0.00003000899,0.000337194,0.001012312,0.0004596571,0.0001464287,0.0003023978,9.086273e-7,0.000007205202],"genre_scores_gemma":[0.9965715,0.00006508193,0.003067331,0.00003432746,0.0001736641,1.555036e-7,0.00007292214,0.000005815061,0.000009172525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782211,"threshold_uncertainty_score":0.1952655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040274044585671,"score_gpt":0.2526209510530025,"score_spread":0.2422182106071458,"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."}}