{"id":"W2901211456","doi":"","title":"Пожарная безопасность морских стационарных ледостойких нефтедобывающих платформ","year":2004,"lang":"ru","type":"article","venue":"Нефтяное хозяйство","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Business; Computer science; Geology; Marine engineering; Engineering; Oceanography","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008989276,0.001611847,0.001460185,0.0005250761,0.0004433954,0.0003950997,0.001338596,0.001258452,0.001371738],"category_scores_gemma":[0.0009220098,0.001721944,0.0008951196,0.00133703,0.0003878163,0.0004615645,0.0004362184,0.00195767,0.004914371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170357,"about_ca_system_score_gemma":0.0003677563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006117923,"about_ca_topic_score_gemma":0.000122541,"domain_scores_codex":[0.9929774,0.00009333048,0.001746257,0.001559779,0.001140208,0.002483041],"domain_scores_gemma":[0.9953929,0.0005025605,0.0002531582,0.002365967,0.0003327815,0.00115259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007188899,0.001573403,0.004063305,0.002990059,0.001156467,0.0008829257,0.002302722,0.9032677,0.006226066,0.03993562,0.02794594,0.009583914],"study_design_scores_gemma":[0.01585685,0.002022152,0.07020327,0.005206294,0.002061555,0.0006942866,0.0008578391,0.04721348,0.04293611,0.02941636,0.7703287,0.0132031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902092,0.03236233,0.03709609,0.007088184,0.03622519,0.004061714,0.001092028,0.005984369,0.08588092],"genre_scores_gemma":[0.9834312,0.004224659,0.006144071,0.0003845439,0.002844183,0.0001403244,0.0001375548,0.0005456092,0.002147811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8560542,"threshold_uncertainty_score":0.9996629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003561082448497452,"score_gpt":0.1810675186066815,"score_spread":0.177506436158184,"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."}}