{"id":"W4404216523","doi":"10.31857/s0130308224110062","title":"Influence of rope fastening on the spectrum of its natural transverse vibrations","year":2024,"lang":"en","type":"article","venue":"Дефектоскопия","topic":"Mechanical Engineering Research and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"Rope; Vibration; Transverse plane; Transverse vibration; Structural engineering; Spectrum (functional analysis); Natural (archaeology); Materials science; Acoustics; Engineering; Physics; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009623239,0.00007851647,0.00009484289,0.00006959125,0.00002727773,0.00001625684,0.0001772172,0.00003064563,0.00008333888],"category_scores_gemma":[0.00005453673,0.00005569404,0.00005726757,0.0003627258,0.00002622791,0.00007442768,0.00001287114,0.0002327885,0.00006063654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001746927,"about_ca_system_score_gemma":0.00001755134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004050366,"about_ca_topic_score_gemma":0.000003242363,"domain_scores_codex":[0.9994225,0.000008868895,0.0001649883,0.00009240438,0.0001645162,0.0001467413],"domain_scores_gemma":[0.9995714,0.0001745253,0.000009027899,0.000179311,0.00002222708,0.00004348574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004108809,0.00001365869,0.000002736982,0.0002217631,0.00004609257,0.000002246966,0.0001427587,0.3526122,0.4964418,0.149174,0.0003553339,0.0009832927],"study_design_scores_gemma":[0.00008533254,0.00005750783,0.0005736644,0.000249635,0.00001387688,0.000002687342,0.00004073128,0.5588502,0.4356993,0.0009167319,0.003390686,0.0001195947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856865,0.0006232307,0.0103539,0.0006451279,0.00008093957,0.0002278646,0.00004115727,0.0001925674,0.002148666],"genre_scores_gemma":[0.999571,0.0000774897,0.0001841434,0.000009062099,0.00003207646,0.00002501878,0.000003123161,0.00001629396,0.00008174204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206238,"threshold_uncertainty_score":0.2271137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0092225498936008,"score_gpt":0.2262032787842843,"score_spread":0.2169807288906835,"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."}}