{"id":"W4312427477","doi":"10.15673/swonaft.v80i1.234","title":"ИСПОЛЬЗОВАНИЕ ЭНЕРГЕТИЧЕСКОГО ПОТЕНЦИАЛА ПРОЦЕССА РЕКТИФИКАЦИИ СМЕСИ ВОДА – УКСУСНАЯ КИСЛОТА","year":2017,"lang":"ru","type":"article","venue":"Scientific Works","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["sts","insufficient_payload"],"category_scores_codex":[0.001880115,0.0008818601,0.0008650444,0.000610329,0.004557486,0.003259035,0.003561809,0.001386212,0.002933767],"category_scores_gemma":[0.0003530182,0.00092817,0.0004384396,0.0007173124,0.003310341,0.001595981,0.0007234673,0.002074455,0.003705064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843708,"about_ca_system_score_gemma":0.0002454974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001574067,"about_ca_topic_score_gemma":0.0007588026,"domain_scores_codex":[0.994588,0.0001145955,0.0009400878,0.001680878,0.0007727342,0.001903753],"domain_scores_gemma":[0.9936389,0.0001425747,0.0003345998,0.005215864,0.0002340677,0.0004340241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002755168,0.0009108323,0.00994633,0.001400569,0.001514029,0.001324045,0.007655848,0.00987177,0.01237001,0.17452,0.3576287,0.4225823],"study_design_scores_gemma":[0.007571136,0.0009162953,0.06772953,0.007079697,0.001366387,0.0003564557,0.01423984,0.1136276,0.01491391,0.2670125,0.4946606,0.010526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4480928,0.0276144,0.004546846,0.004670184,0.04807473,0.001354103,0.0003192125,0.002493905,0.4628338],"genre_scores_gemma":[0.9596595,0.0004951906,0.001386807,0.00005163853,0.0006141192,0.00004935946,0.00008287415,0.0001109648,0.03754954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5115667,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546534621333781,"score_gpt":0.2356357186540091,"score_spread":0.2201703724406713,"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."}}