{"id":"W2747578784","doi":"10.1016/j.jsv.2007.08.039","title":"","year":2007,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003183809,0.0001115977,0.00020498,0.0003416839,0.0001883077,0.0001855322,0.00007914553,0.00006759061,0.000005690365],"category_scores_gemma":[0.0002101679,0.00008807728,0.00007609731,0.0002672351,0.0000702787,0.002314823,0.00001454113,0.0002201717,0.000004751917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006984832,"about_ca_system_score_gemma":0.00003408842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000045687,"about_ca_topic_score_gemma":0.00006082414,"domain_scores_codex":[0.9984026,0.00005524119,0.0007814235,0.00008697177,0.0004580824,0.000215694],"domain_scores_gemma":[0.9983047,0.0001670208,0.0008894172,0.0000706838,0.0003582081,0.0002100102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001481695,0.0001838256,0.1863574,0.00001788832,0.00007243747,0.0000857687,0.003722554,0.0002421258,0.7968105,0.003835565,0.000137963,0.007052198],"study_design_scores_gemma":[0.003383023,0.00118785,0.9067239,0.00006197783,0.00008870697,0.002139358,0.003721732,0.0004055852,0.04811212,0.03343673,0.0005248723,0.0002141259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782136,0.0002862654,0.1208848,0.0003038015,0.0001628897,0.00005486065,0.000001235663,0.00001232823,0.00008022534],"genre_scores_gemma":[0.9946187,0.00002141665,0.004325941,0.0002197878,0.000788272,9.052687e-8,0.000001337872,0.00001934388,0.000005099268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7486984,"threshold_uncertainty_score":0.3591687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046217954268889,"score_gpt":0.2869715333965038,"score_spread":0.2665093538538149,"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."}}