{"id":"W4207077476","doi":"10.3390/molecules27030687","title":"Biodegradation Potential of Bacillus sp. PAH-2 on PAHs for Oil-Contaminated Seawater","year":2022,"lang":"en","type":"article","venue":"Molecules","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Pyrene; Anthracene; Biodegradation; Environmental chemistry; Chemistry; Pollutant; Degradation (telecommunications); Contamination; Seawater; Microbial biodegradation; Oil spill; Crude oil; Bacteria; Environmental science; Organic chemistry; Microorganism; Environmental engineering; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001584988,0.00007710234,0.00007976531,0.00002873033,0.0001016554,0.00000915888,0.0001230496,0.00002721606,0.002638037],"category_scores_gemma":[0.00001378452,0.00006723108,0.00005078441,0.0001001275,0.00004622672,0.00003420841,0.00008827752,0.00004568979,0.00007550867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006852745,"about_ca_system_score_gemma":0.000005896888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019596,"about_ca_topic_score_gemma":0.00002823752,"domain_scores_codex":[0.9992832,0.0000576984,0.0001431617,0.0001776404,0.0002030947,0.0001352019],"domain_scores_gemma":[0.9997698,0.00001241517,0.00007290991,0.0001067012,0.000007281128,0.00003085625],"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":[0.00008541635,0.00009597852,0.0007765245,0.000005887457,0.000006811727,0.000002877235,0.0001006644,0.0003770638,0.9751114,0.00002219511,0.005249585,0.0181656],"study_design_scores_gemma":[0.001033462,0.0003865418,0.01334637,0.000004663073,0.00001864388,0.000003966477,0.0001732215,0.002054787,0.9395667,0.00007630752,0.04311005,0.0002253177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976689,0.000007144991,0.0002870215,0.0004831996,0.0001631572,0.0001245895,0.0002334328,0.00001851464,0.00101409],"genre_scores_gemma":[0.998031,0.000005147841,0.0004118826,0.0003443011,0.000009929809,0.00001174082,0.0002244286,0.000007567159,0.0009539669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03786046,"threshold_uncertainty_score":0.9982737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007528675532894167,"score_gpt":0.1976100568587295,"score_spread":0.1900813813258353,"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."}}