{"id":"W3013248766","doi":"10.22281/2413-9920-2020-06-01-62-72","title":"Comparative analysis of spring mechanisms of vibroprotective chairs of road construction machines","year":2020,"lang":"en","type":"article","venue":"Nauchno-tekhnicheskiy vestnik Bryanskogo gosudarstvennogo universiteta","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Spring (device); Computer science; Engineering; Structural engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0003675412,0.0004187498,0.002047227,0.001304077,0.0001115999,0.00000832979,0.000389416,0.0003019597,0.0001479908],"category_scores_gemma":[0.000207653,0.0004384083,0.0006231597,0.004076987,0.0005387565,0.0003509122,0.0001706286,0.0005069282,0.000007354539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153832,"about_ca_system_score_gemma":0.0004551764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337346,"about_ca_topic_score_gemma":0.0001703651,"domain_scores_codex":[0.9968444,0.0002626505,0.001037155,0.0006738084,0.0008102491,0.0003718121],"domain_scores_gemma":[0.9967034,0.0002538449,0.001328199,0.0006774936,0.0006910214,0.0003460161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003610174,0.000909658,0.0818463,0.002185777,0.008020608,0.00006713968,0.007625553,0.006095391,0.8514404,0.0338489,0.00006290381,0.004287167],"study_design_scores_gemma":[0.006310086,0.005458276,0.2381633,0.0006711907,0.007864055,0.00003867089,0.008794244,0.06137972,0.6699771,0.0004485269,0.000114983,0.0007799249],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644623,0.0003277501,0.03091857,0.0009525155,0.00008877739,0.001148742,0.0001828934,0.0001394292,0.001778975],"genre_scores_gemma":[0.9842052,0.0000608874,0.01543869,0.0001316908,0.00004035911,0.000004822406,0.00006053208,0.00003198061,0.00002576556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814634,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318514657960267,"score_gpt":0.2792428876747098,"score_spread":0.2560577410951071,"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."}}