{"id":"W1976786857","doi":"10.1139/p2012-044","title":"Viscothermoelastic vibrations in micro-scale beam resonators with linearly varying thickness","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Thermoelastic and Magnetoelastic Phenomena","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermoelastic damping; Physics; Resonator; Beam (structure); Dissipation; Vibration; Isotropy; Deflection (physics); Mechanics; Classical mechanics; Thermal; Acoustics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001104522,0.0001463547,0.0002026365,0.0001509394,0.00006151712,0.00003594689,0.000153788,0.00005345443,0.00006634567],"category_scores_gemma":[0.00001772278,0.0001310856,0.00004143094,0.0002799692,0.00007209177,0.000384156,0.000005011236,0.0003295918,0.00001853896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712729,"about_ca_system_score_gemma":0.0003482172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394617,"about_ca_topic_score_gemma":0.001656203,"domain_scores_codex":[0.999141,0.00001705879,0.0002491761,0.00006286724,0.0001140022,0.000415869],"domain_scores_gemma":[0.9991985,0.00007721454,0.00006566607,0.0001098059,0.00005764111,0.0004911733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001668178,0.0003628298,0.0753644,0.0005062749,0.0006542204,0.0003236146,0.04757099,0.7368428,0.08373453,0.01710589,0.003062285,0.03430535],"study_design_scores_gemma":[0.02892612,0.004661169,0.6226856,0.009478729,0.002755977,0.004739078,0.01521113,0.07962383,0.1008611,0.04068726,0.07731172,0.0130583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8802983,0.001064284,0.1145097,0.000046511,0.0007954161,0.0001031149,0.00002763782,0.00002489188,0.003130119],"genre_scores_gemma":[0.9973524,0.00000625824,0.001992368,0.00004455113,0.0005178435,0.000002674084,0.000002141939,0.00004500653,0.00003674957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6572189,"threshold_uncertainty_score":0.5345515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007238514382376612,"score_gpt":0.1794055334929616,"score_spread":0.172167019110585,"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."}}