{"id":"W2023336136","doi":"10.1002/zamm.201300270","title":"Some recent results on MDGKN‐systems","year":2014,"lang":"en","type":"article","venue":"ZAMM ‐ Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Deutsche Forschungsgemeinschaft; University of Canterbury; Alexander von Humboldt-Stiftung","keywords":"Eigenvalues and eigenvectors; Matrix (chemical analysis); Variety (cybernetics); Equations of motion; Type (biology); Vibration; Damping matrix; Mathematics; Gyroscope; Applied mathematics; Classical mechanics; Physics; Engineering; Finite element method; Stiffness matrix; Structural engineering; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.001026237,0.0005639161,0.0006020734,0.00149104,0.000973304,0.001267386,0.0007935435,0.00072486,0.008260656],"category_scores_gemma":[0.002926253,0.0003563382,0.0007767973,0.001502652,0.001780678,0.002494181,0.002239018,0.002335884,0.001482564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148856,"about_ca_system_score_gemma":0.0005544928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952838,"about_ca_topic_score_gemma":0.001213678,"domain_scores_codex":[0.9994387,0.0001423556,0.00003478999,0.0001135521,0.0002096015,0.00006095268],"domain_scores_gemma":[0.9989906,0.0004522174,0.0001053976,0.0001524406,0.0001979736,0.0001013651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002979493,0.00001882706,0.0003154441,0.000418806,0.00002570883,0.0001460225,0.0002093759,0.01191203,0.0007686351,0.9578692,0.007214403,0.02107174],"study_design_scores_gemma":[0.00001270027,0.00002395672,0.0006006327,0.00009462253,0.00002044647,0.0001834344,0.00007177676,0.05482126,0.0006485819,0.8676108,0.0758889,0.0000229362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.058231,0.07245312,0.4098418,0.01467442,0.002939259,0.00007491033,0.0007770189,0.0004353652,0.4405731],"genre_scores_gemma":[0.7990664,0.04504518,0.06281006,0.004902386,0.005168474,0.0001921964,0.001152171,0.0002935606,0.08136956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008260656,"threshold_uncertainty_score":0.02763468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393908449810454,"score_gpt":0.230045202197426,"score_spread":0.2161061176993215,"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."}}