{"id":"W4352987873","doi":"10.30686/1609-9192-2019-2-144-34-35","title":"Комплексный подход к модернизации сгустителей","year":2019,"lang":"ru","type":"article","venue":"Mining Industry Journal (Gornay Promishlennost)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001834243,0.001227748,0.001354141,0.0007381623,0.0006591431,0.0005444911,0.001706596,0.004252955,0.007532713],"category_scores_gemma":[0.0004555634,0.001258213,0.0004635782,0.00118152,0.0003118648,0.001243474,0.0003073029,0.01125785,0.001808612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757091,"about_ca_system_score_gemma":0.0007545192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002158144,"about_ca_topic_score_gemma":0.000009946723,"domain_scores_codex":[0.9937493,0.0003268128,0.001852064,0.000997809,0.0009563658,0.002117699],"domain_scores_gemma":[0.9966048,0.0003622062,0.0005872012,0.00126776,0.0004452102,0.0007327923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001533696,0.001829755,0.3514404,0.003898483,0.009113848,0.009696824,0.02131287,0.05995179,0.04311285,0.03006416,0.3174707,0.1505747],"study_design_scores_gemma":[0.03452747,0.01020143,0.09426063,0.02400067,0.003293068,0.04777583,0.1031294,0.04832786,0.02624126,0.03187823,0.5555601,0.02080414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8299394,0.008778761,0.0001440597,0.001463437,0.008061748,0.0006119983,0.00005563518,0.0006008333,0.1503442],"genre_scores_gemma":[0.9729894,0.001131881,0.002367503,0.0002285233,0.001844801,0.00002553206,0.00002126877,0.0002464651,0.02114459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2571798,"threshold_uncertainty_score":0.9989868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317853289549731,"score_gpt":0.2217476282322674,"score_spread":0.2085690953367701,"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."}}