{"id":"W7132489993","doi":"","title":"Feeding bacteria inhabiting oil reservoirs may enhance oil production","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacteria; Oil production; Microbial enhanced oil recovery; Oil field; Microorganism; Flood myth; Bacillales; Produced water","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204571,0.000617041,0.000331051,0.0003666829,0.0002920339,0.0006736054,0.0002059518,0.0005463363,0.001905964],"category_scores_gemma":[0.0004088937,0.0001687288,0.0003529968,0.000285198,0.00026268,0.0008653278,0.0006192659,0.0005355232,0.0006264186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542735,"about_ca_system_score_gemma":0.0003092537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006592856,"about_ca_topic_score_gemma":0.001507065,"domain_scores_codex":[0.9997963,0.00003617263,0.00001059517,0.00003293898,0.00004539249,0.00007861303],"domain_scores_gemma":[0.9997172,0.00006785836,0.00006651192,0.00002088773,0.00005666967,0.00007077936],"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":[0.00006110848,0.00008733998,0.003764554,0.0001236172,0.000007802341,0.0001706087,0.00004701615,0.00006167509,0.9902497,0.0001453848,0.00005649266,0.005224732],"study_design_scores_gemma":[0.00001285512,0.0004777997,0.03725516,0.00004832594,0.00003937603,0.0003886498,0.0005987745,0.0007705986,0.9555926,0.0004417523,0.004356292,0.00001783877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903949,0.0008425736,0.004302152,0.0005149358,0.00003961921,0.00005106991,0.0001948927,0.00014098,0.003518741],"genre_scores_gemma":[0.9884999,0.0008202015,0.007200523,0.0001297893,0.00001223846,0.00003424083,0.0002574838,0.00002529499,0.003020262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001905964,"threshold_uncertainty_score":0.006376147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177510656630249,"score_gpt":0.2267948137004836,"score_spread":0.2150197071341811,"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."}}