{"id":"W7093565883","doi":"","title":"Ð¤ÑÐ½Ð´Ð°Ð¼ÐµÐ½ÑÐ°Ð»ÑÐ½ÑÐµ Ð°ÑÐ¿ÐµÐºÑÑ Ð¾ÑÐ²Ð¾ÐµÐ½Ð¸Ñ Ð½ÐµÑÑÐµÐ³Ð°Ð·Ð¾Ð²ÑÑ ÑÐµÑÑÑÑÐ¾Ð² Ð°ÑÐºÑÐ¸ÑÐµÑÐºÐ¾Ð³Ð¾ ÑÐµÐ»ÑÑÐ°","year":2016,"lang":"ru","type":"other","venue":"Electronic scientific archive of UrFU (Ural Federal University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Work (physics); Oil exploration; Process (computing); Subject (documents)","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","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003325884,0.005331231,0.005511641,0.01147634,0.005420041,0.00156654,0.01074596,0.002310883,0.051575],"category_scores_gemma":[0.0005318043,0.005403813,0.004316043,0.007629428,0.01136968,0.002696404,0.004459509,0.005272799,0.0492176],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00737463,"about_ca_system_score_gemma":0.009784641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228342,"about_ca_topic_score_gemma":0.01039114,"domain_scores_codex":[0.9678154,0.003382597,0.003273248,0.008777029,0.005716498,0.01103521],"domain_scores_gemma":[0.9819733,0.001533923,0.005435335,0.006326477,0.001656391,0.00307459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006860518,0.003305053,0.00264224,0.001354947,0.00720253,0.001614696,0.00316893,0.000186009,0.1728925,0.1789713,0.6092204,0.01258092],"study_design_scores_gemma":[0.01000091,0.002008711,0.0007039722,0.00278548,0.001744433,0.0002687963,0.001745706,0.0005425495,0.007270597,0.007947451,0.9586242,0.00635723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06572594,0.005968915,0.004385685,0.001928065,0.01098807,0.008514798,0.01385627,0.002443929,0.8861883],"genre_scores_gemma":[0.1404494,0.001478017,0.001302586,0.0001475751,0.001719075,0.00002534989,0.002757003,0.002328651,0.8497924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3494038,"threshold_uncertainty_score":0.9997277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007791186733667957,"score_gpt":0.2083712725119998,"score_spread":0.2005800857783318,"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."}}