{"id":"W2595548726","doi":"","title":"Опыт природоохранной деятельности ООО «НГДУ «Туймазанефть» в области биоразложения нефтешламов и улавливания легких фракций углеводородов","year":2004,"lang":"ru","type":"article","venue":"Нефтяное хозяйство","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Environmental science; Waste management; Bioremediation; Atmosphere (unit); Engineering; Meteorology; Geography; Contamination; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005541077,0.0003007198,0.0003502404,0.001114012,0.0007110928,0.001307438,0.0003758157,0.0005779521,0.01063706],"category_scores_gemma":[0.001322551,0.0004059511,0.0003627375,0.0008978846,0.001049743,0.0007929217,0.0006014755,0.001093843,0.002965564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005453016,"about_ca_system_score_gemma":0.001086655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182414,"about_ca_topic_score_gemma":0.004241567,"domain_scores_codex":[0.9993846,0.00008255264,0.00002406744,0.0001142843,0.0003236999,0.00007077005],"domain_scores_gemma":[0.9994778,0.0001760919,0.0001044002,0.00008000114,0.000114494,0.00004728759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002972833,0.0001755049,0.001780733,0.0006058671,0.0000623126,0.0007859267,0.0008753665,0.002795528,0.5072758,0.1123493,0.003138881,0.3698576],"study_design_scores_gemma":[0.0001002287,0.0005066608,0.007046015,0.0002438571,0.0001751856,0.002248143,0.001012232,0.005469469,0.3477207,0.06584258,0.5694426,0.0001923761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2976484,0.0444948,0.3693032,0.005862523,0.002908549,0.0002884732,0.000964234,0.001178653,0.2773513],"genre_scores_gemma":[0.7486081,0.01505199,0.1871179,0.0003599248,0.00043091,0.0003577787,0.0003345507,0.0002736498,0.04746521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01063706,"threshold_uncertainty_score":0.03558445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362445299353804,"score_gpt":0.2820576678559579,"score_spread":0.2684332148624198,"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."}}