{"id":"W3147881248","doi":"10.1007/s10532-021-09931-4","title":"Identity and hydrocarbon degradation activity of enriched microorganisms from natural oil and asphalt seeps in the Kurdistan Region of Iraq (KRI)","year":2021,"lang":"en","type":"article","venue":"Biodegradation","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Biology; Dominance (genetics); Biodegradation; Enrichment culture; Phylotype; Hydrocarbon; Metagenomics; Microbial population biology; Pristane; Bacteria; Ecology; Chemistry; 16S ribosomal RNA; Biochemistry; Gene; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159398,0.0004810998,0.0002711327,0.001337611,0.0004572359,0.0005881433,0.0002036828,0.0002477522,0.0004796516],"category_scores_gemma":[0.0001943126,0.0002142133,0.0002960996,0.000830889,0.0002801717,0.0002528679,0.0003954436,0.0001690253,0.0002734817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002853408,"about_ca_system_score_gemma":0.0003459565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119926,"about_ca_topic_score_gemma":0.01226706,"domain_scores_codex":[0.9997371,0.00001665986,0.00002352224,0.00006477282,0.00006102602,0.0000969519],"domain_scores_gemma":[0.9998523,0.00001701256,0.00004405128,0.000005654934,0.00006102619,0.00001993527],"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":[0.0003775302,0.0002031602,0.387021,0.0001817863,0.0001022689,0.000600341,0.002075829,0.000670061,0.5940272,0.0001115657,0.0001689294,0.01446047],"study_design_scores_gemma":[0.000005003466,0.0002014559,0.9776813,0.00001028365,0.00004180356,0.0005514869,0.001845387,0.0002356543,0.01845884,0.00002106482,0.0009367996,0.00001098018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993105,0.000115468,0.00005940111,0.000008077899,0.000001976892,0.000003672016,0.0002480012,0.000001440722,0.0002514493],"genre_scores_gemma":[0.9987552,0.0001641748,0.000182732,0.00001250522,0.000003358015,0.000008450507,0.0004071012,0.000001802994,0.0004646853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119926,"threshold_uncertainty_score":0.02226818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445750659567963,"score_gpt":0.2259395410837463,"score_spread":0.2114820344880667,"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."}}