{"id":"W4206045309","doi":"10.15593/2224-9982/2021.66.01","title":"PERM SCIENTIFIC SCHOOL OF BEARINGS FOUNDED BY PROFESSOR BORIS ALEXANDROVICH IVANOV","year":2021,"lang":"en","type":"article","venue":"Perm National Research Polytechnic University Aerospace Engineering Bulletin","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Section (typography); Management; Engineering; Sociology; History; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.001516356,0.0002435098,0.0002867134,0.0004834152,0.0002681414,0.0001073551,0.0005141734,0.0002721072,0.0005430696],"category_scores_gemma":[0.002624874,0.0003055599,0.0001339635,0.00138575,0.0002364465,0.0001226971,0.0002809001,0.001081918,0.00009368508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107737,"about_ca_system_score_gemma":0.0005081947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005584099,"about_ca_topic_score_gemma":0.0000164471,"domain_scores_codex":[0.9969037,0.00005890407,0.0002545303,0.0004779164,0.001645236,0.0006596781],"domain_scores_gemma":[0.9970718,0.0006566822,0.00003520877,0.0004367289,0.001502013,0.0002975696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004586674,0.000507424,0.001627255,0.001308388,0.0002938794,0.0001092964,0.0003847619,0.1818915,0.4637859,0.01435661,0.3354906,0.00019844],"study_design_scores_gemma":[0.001379804,0.0001243884,0.007395152,0.0004397071,0.00003808127,0.00002700504,0.0004322894,0.02899891,0.06465559,0.0001213476,0.8954751,0.000912637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507281,0.004215719,0.02320207,0.004656415,0.001553548,0.001387769,0.0009631667,0.001840851,0.01145237],"genre_scores_gemma":[0.9860756,0.0003688555,0.003282434,0.000007387633,0.00007885887,0.0000109565,0.00009163183,0.0000623404,0.01002193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5599844,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749741323122016,"score_gpt":0.2569057350657939,"score_spread":0.2394083218345738,"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."}}