{"id":"W4236845876","doi":"10.1007/978-94-024-1542-1_1","title":"Introduction","year":2018,"lang":"en","type":"book-chapter","venue":"Solid mechanics and its applications","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Ontario Institute of Technology","funders":"","keywords":"Terminology; Nonlinear system; Field (mathematics); Nonlinear Oscillations; Phenomenon; Computer science; Physics; Epistemology; Mathematics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005132669,0.0009278618,0.0005558165,0.00183568,0.001200556,0.003331311,0.001413935,0.001403669,0.4710411],"category_scores_gemma":[0.00191715,0.00030887,0.0004591777,0.001511274,0.0005721181,0.002954622,0.002227242,0.001787027,0.3936664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086723,"about_ca_system_score_gemma":0.001526328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601538,"about_ca_topic_score_gemma":0.002930777,"domain_scores_codex":[0.9994566,0.0000521405,0.0000187319,0.0001140143,0.0003025215,0.00005602022],"domain_scores_gemma":[0.9994619,0.00008130931,0.00001925946,0.0000803133,0.0002692434,0.00008781711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001879083,0.00003648654,0.00006972651,0.0002142936,0.000002355973,0.00004917344,0.0001418196,0.0002078658,0.0005382563,0.05204611,0.7250668,0.2216083],"study_design_scores_gemma":[9.865023e-7,0.000003801849,0.00003983892,0.00005716237,6.397048e-7,0.00002576923,0.00002349031,0.00002413577,0.00007185106,0.004232576,0.9955178,0.000001901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003245487,0.00379398,0.006924797,0.001790324,0.004635287,0.000104771,0.001396304,0.0007136749,0.9803163],"genre_scores_gemma":[0.00102347,0.00199533,0.001648444,0.000684349,0.0006751016,0.00006021576,0.001060239,0.0002482673,0.9926047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5289589,"threshold_uncertainty_score":0.7544956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008106278488455444,"score_gpt":0.2065014618718898,"score_spread":0.1983951833834343,"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."}}