{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003585426,0.003278249,0.003344889,0.001472449,0.002477665,0.001370162,0.004668972,0.003190339,0.01671251],"category_scores_gemma":[0.003671671,0.003423839,0.002349424,0.004853177,0.002474222,0.001801026,0.002484599,0.004427551,0.01376691],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004587485,"about_ca_system_score_gemma":0.004453784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02664987,"about_ca_topic_score_gemma":0.01258021,"domain_scores_codex":[0.977741,0.00177786,0.003819949,0.004750013,0.004347813,0.007563387],"domain_scores_gemma":[0.9863128,0.0009634531,0.001007181,0.005945958,0.002375268,0.003395322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004154623,0.009516122,0.007090377,0.00368679,0.003429433,0.006791532,0.007690398,0.1193203,0.004243846,0.6196691,0.04449915,0.1699083],"study_design_scores_gemma":[0.01515297,0.003004196,0.01150688,0.001156657,0.000875679,0.000700226,0.006713207,0.001997612,0.009693995,0.1492531,0.793332,0.00661349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4628746,0.01676775,0.001846191,0.02765413,0.01069567,0.00427152,0.000819803,0.002757043,0.4723133],"genre_scores_gemma":[0.9191623,0.002374198,0.001813461,0.002901625,0.003979327,0.0004391079,0.0005475209,0.0007078191,0.06807461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7488328,"threshold_uncertainty_score":0.9996665,"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."}}