{"id":"W4388729037","doi":"10.21203/rs.3.rs-3608616/v1","title":"Oceanimonas pelagia sp. nov., a novel biosurfactant producing and plastic-degrading potential bacterium isolated from marine coastal sediment","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Council; National Taiwan Ocean University; Beef Cattle Research Council","keywords":"Strain (injury); Bacteria; 16S ribosomal RNA; genomic DNA; Sediment; Biology; Flagellum; DNA; Marine bacteriophage; Microbiology; Food science; Chemistry; Biochemistry; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009812045,0.0007674021,0.0004041737,0.0006081116,0.000285914,0.0004768826,0.0002210848,0.0003872752,0.000466861],"category_scores_gemma":[0.0002376144,0.0001416687,0.000340016,0.0009394581,0.0001405798,0.0003169892,0.0004442169,0.0002186995,0.0003764148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008329174,"about_ca_system_score_gemma":0.0002984164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995182,"about_ca_topic_score_gemma":0.001564243,"domain_scores_codex":[0.9998159,0.0000110995,0.00004565313,0.00005815977,0.00004569491,0.00002358871],"domain_scores_gemma":[0.9998299,0.0000198064,0.00005162649,0.00001831857,0.00004430291,0.00003597177],"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":[0.0001978577,0.00009891531,0.01894337,0.0004006187,0.00003142687,0.001952292,0.0002874239,0.0002390918,0.9639663,0.00005263678,0.0001906551,0.01363945],"study_design_scores_gemma":[0.0001336123,0.002860138,0.4038236,0.0002013149,0.0006035859,0.01880851,0.004332669,0.005442472,0.5417637,0.0003464932,0.02155947,0.0001243426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948682,0.0008724279,0.001265527,0.0001114292,0.00005106374,0.00009193998,0.001568188,0.00003954757,0.00113167],"genre_scores_gemma":[0.9864515,0.001077704,0.005088991,0.0000886458,0.00004270513,0.00008237277,0.004793571,0.00001415541,0.002360399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995182,"threshold_uncertainty_score":0.003967166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941022158546875,"score_gpt":0.2931866370293383,"score_spread":0.2537764154438696,"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."}}