{"id":"W2329638523","doi":"10.1115/imece2015-52874","title":"Non-Linear Damping Identification in Nuclear Systems Under External Excitation","year":2015,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vibration; Excitation; Structural engineering; Damping ratio; Coolant; Materials science; Engineering; Mechanical engineering; Acoustics; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267976,0.0003357031,0.0002728007,0.0002705957,0.0001486601,0.0002988671,0.0002064902,0.0003567959,0.0005825268],"category_scores_gemma":[0.0008553356,0.000166423,0.0001886767,0.0001127846,0.000441902,0.000300236,0.0003217766,0.0002469739,0.0001247452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123341,"about_ca_system_score_gemma":0.0001110512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008314997,"about_ca_topic_score_gemma":0.0007987155,"domain_scores_codex":[0.9998447,0.00005027975,0.000005898905,0.00002921709,0.00005455494,0.00001542401],"domain_scores_gemma":[0.9996474,0.000240704,0.00005299909,0.00002131146,0.00002977497,0.000007811225],"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":[0.0002796887,0.0001149854,0.006155079,0.0003787581,0.00006255302,0.000581745,0.001071583,0.6387371,0.2844571,0.003111949,0.000178654,0.06487074],"study_design_scores_gemma":[0.0000058915,0.00008377571,0.002759369,0.000007515771,0.000005030379,0.0000548411,0.00005371677,0.9830656,0.01326013,0.000472869,0.0002236076,0.000007559426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6416332,0.0001520685,0.3559357,0.00004910698,0.000009512897,0.00004863262,0.00003173734,0.0003200425,0.001820075],"genre_scores_gemma":[0.9928468,0.00004695828,0.00640197,0.000003826602,0.000001705211,0.00002185596,0.0000177558,0.00001146748,0.0006476057],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0008314997,"threshold_uncertainty_score":0.001948714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727865171338694,"score_gpt":0.2554231874848866,"score_spread":0.2181445357714996,"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."}}