{"id":"W4391028550","doi":"10.61782/fa.2023.0853","title":"Clamped bar model for free reeds","year":2022,"lang":"en","type":"article","venue":"","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Music Media and Technology","funders":"","keywords":"Bar (unit); Computer science; Physics","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":[0.00002799481,0.00003774743,0.00005135398,0.00002654,0.00006571995,0.000007746602,0.00008096614,0.00001011732,0.0006976432],"category_scores_gemma":[0.000004401019,0.0000333137,0.0000420216,0.0000698513,0.000001964906,0.00003108403,0.00002629255,0.00003022958,0.000001351342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002387173,"about_ca_system_score_gemma":0.000002462276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004272614,"about_ca_topic_score_gemma":0.000007434436,"domain_scores_codex":[0.9997543,0.00000217152,0.00006677638,0.00005209142,0.00005816011,0.00006657273],"domain_scores_gemma":[0.9998626,0.000006882005,0.000005401675,0.0001002081,0.00001046334,0.00001442563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001624084,8.27556e-7,0.00001164225,0.000002853455,0.0000110271,4.659939e-8,0.0000393564,0.9855129,0.0003976544,0.003369423,0.01003737,0.0006152538],"study_design_scores_gemma":[0.0001257168,0.000005957235,0.00002685746,1.700838e-7,0.00001054491,3.263613e-7,0.00003221798,0.995524,0.0001891177,0.002750135,0.001281518,0.00005346301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0342885,0.00006156093,0.9563906,0.000196564,0.0001254083,0.0001061923,0.00002739932,0.0002248023,0.008578966],"genre_scores_gemma":[0.9692059,0.000005519432,0.02742673,0.00008577927,0.00002948078,0.00003916943,0.00003703115,0.00001112778,0.003159291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9349174,"threshold_uncertainty_score":0.7638704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166865163824525,"score_gpt":0.1892736671606801,"score_spread":0.1776050155224349,"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."}}