{"id":"W4413738028","doi":"10.54254/2755-2721/2025.26390","title":"The Interplay of Structural Stiffness and MechanicalVibrations in Multi-Level Constructions","year":2025,"lang":"en","type":"article","venue":"Applied and Computational Engineering","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Earl Haig Secondary School","funders":"","keywords":"Computer 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":[0.0005399943,0.000540491,0.0003232423,0.0007939738,0.0006564214,0.001352396,0.0005984414,0.0009526432,0.003045187],"category_scores_gemma":[0.003069709,0.0005813595,0.0003956985,0.000326503,0.001857385,0.002467463,0.001256269,0.0006024247,0.0003460396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118016,"about_ca_system_score_gemma":0.000295199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013386,"about_ca_topic_score_gemma":0.001253113,"domain_scores_codex":[0.9994405,0.0002073803,0.00002035597,0.0001155111,0.0001278795,0.00008841952],"domain_scores_gemma":[0.9987104,0.0006572098,0.0002847658,0.0001424093,0.00009596573,0.0001093086],"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":[0.0001133272,0.0000787992,0.006011716,0.0001440638,0.00004307993,0.0006358682,0.0006527138,0.7220438,0.03245004,0.2148366,0.0004681206,0.02252195],"study_design_scores_gemma":[0.00000986029,0.0001079374,0.00562621,0.00003068021,0.00002231975,0.0002863256,0.0002566677,0.9265339,0.003020482,0.06248134,0.001577975,0.0000463203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4449423,0.001002804,0.531122,0.0007438184,0.0001213443,0.00002301635,0.00006512954,0.0002587005,0.021721],"genre_scores_gemma":[0.9912578,0.0001265207,0.00604196,0.00001703983,0.00001650833,0.000008664238,0.000009117172,0.00003653243,0.002485939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003045187,"threshold_uncertainty_score":0.01018721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009008360993134054,"score_gpt":0.246470889791565,"score_spread":0.2374625287984309,"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."}}