{"id":"W1996804348","doi":"10.1007/s10086-005-0769-9","title":"A statistical algorithm for comparing mode shapes of vibration testing before and after damage in timbers","year":2006,"lang":"en","type":"article","venue":"Journal of Wood Science","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modal; Vibration; Structural engineering; Mode (computer interface); Reduction (mathematics); Failure mode and effects analysis; Normal mode; Computer science; Algorithm; Materials science; Engineering; Mathematics; Composite material; Physics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001730505,0.00004668642,0.0001049923,0.0001054907,0.00002729142,0.00003466918,0.0000543612,0.00001203601,0.000001567363],"category_scores_gemma":[0.00002679684,0.00003571202,0.00001098672,0.0001362283,0.00007242357,0.0003847985,0.00001008258,0.00004605245,1.269568e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002785755,"about_ca_system_score_gemma":0.00002828705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002017944,"about_ca_topic_score_gemma":0.00008414803,"domain_scores_codex":[0.999533,0.000004252379,0.0001911018,0.00004685861,0.0001235142,0.000101289],"domain_scores_gemma":[0.9998128,0.00004402596,0.0000430502,0.00002257108,0.00005176232,0.00002582076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001410296,0.0002731637,0.4658285,0.0004071025,0.00006004644,0.00009308202,0.006554856,0.2448356,0.1393661,0.001182537,0.0001570193,0.1411009],"study_design_scores_gemma":[0.0003296908,0.0001522693,0.1350801,0.00008203917,0.00001019503,0.00001401598,0.00008232678,0.85896,0.00453849,0.0007002947,0.000003769578,0.00004685253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770561,0.00008965441,0.02249167,0.0000147969,0.00003143203,0.00004571293,0.000004439749,0.00000509061,0.0002610456],"genre_scores_gemma":[0.9032358,0.000001373683,0.09672479,0.00000209826,0.00002662446,0.000001307238,2.865484e-7,0.000003398579,0.000004320633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6141244,"threshold_uncertainty_score":0.1456294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439211556295039,"score_gpt":0.2389912847910915,"score_spread":0.2245991692281411,"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."}}