{"id":"W651204234","doi":"10.1142/6161","title":"Advances in Mechanics of Solids","year":2006,"lang":"en","type":"book","venue":"Series on stability, vibration and control of systems - Series B","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Buckling; Continuum mechanics; Mechanics; Vibration; Materials science; Finite element method; Solid mechanics; Structural mechanics; Classical mechanics; Physics; Structural engineering; Composite material; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001686393,0.0002942847,0.0009053044,0.000172161,0.00003399834,0.00003869342,0.00009817915,0.0002507645,0.00003272882],"category_scores_gemma":[0.00002164218,0.0002642593,0.0001037537,0.0001255961,0.00009181219,0.0005666164,0.00001697362,0.0001358955,6.174997e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008423142,"about_ca_system_score_gemma":0.00004893069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002997408,"about_ca_topic_score_gemma":0.0006035438,"domain_scores_codex":[0.9983501,0.00005966122,0.0009316466,0.0002352423,0.0002752486,0.0001480928],"domain_scores_gemma":[0.9991495,0.00006209991,0.0003164669,0.0002615422,0.0001748383,0.00003556843],"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":[0.001007621,0.0000729263,0.0006654653,0.01042254,0.0003263838,0.000004597558,0.0008247596,0.7216336,0.004895706,0.2551068,0.0005924926,0.004447133],"study_design_scores_gemma":[0.0107067,0.005302698,0.003015512,0.005589336,0.001299516,0.00005678181,0.006182848,0.7165694,0.01913424,0.06206166,0.1646117,0.005469598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03103212,0.1022032,0.2309542,0.0008548287,0.008761475,0.01177544,0.005470539,0.001420245,0.607528],"genre_scores_gemma":[0.9915771,0.001706346,0.0001262931,0.00001199319,0.0001304527,0.00004637298,0.0002281472,0.00004635045,0.006126971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9605449,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00552150475521359,"score_gpt":0.1871903083701986,"score_spread":0.181668803614985,"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."}}