{"id":"W1969293732","doi":"10.1121/1.4778193","title":"On the dynamics of fuzzy structures","year":2002,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fuzzy logic; Mathematics; Homogeneous; Computer science; Artificial intelligence","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":[0.0007482098,0.0004491255,0.0004376733,0.0007453163,0.0007069272,0.001164325,0.0006652095,0.001117429,0.004357834],"category_scores_gemma":[0.001998984,0.0002183284,0.000475123,0.0004000922,0.002458253,0.002540051,0.0009806172,0.001332606,0.0004858373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008974266,"about_ca_system_score_gemma":0.0004888498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159073,"about_ca_topic_score_gemma":0.0006185062,"domain_scores_codex":[0.9997353,0.00007031513,0.000009413122,0.00005418939,0.0001005005,0.00003031924],"domain_scores_gemma":[0.9995288,0.0002350722,0.00005151544,0.00003926919,0.00009905043,0.00004646945],"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":[0.000005943103,0.00000436548,0.00007639801,0.0000181041,0.000004126553,0.00003229125,0.0001306185,0.0132995,0.0008145539,0.9817309,0.0004360562,0.003447146],"study_design_scores_gemma":[0.000008267843,0.00002924353,0.0001699104,0.00002511175,0.000003671735,0.00004936049,0.00007173701,0.1220588,0.0004169129,0.8713506,0.005801905,0.00001443998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03993285,0.002192663,0.9015824,0.003075396,0.0003434511,0.00003832762,0.00009438953,0.00009047242,0.05265018],"genre_scores_gemma":[0.8567773,0.003496264,0.1132472,0.0006987995,0.0006297075,0.000172242,0.0001088493,0.00004763683,0.02482212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004357834,"threshold_uncertainty_score":0.01457846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478911851975156,"score_gpt":0.2559977490202454,"score_spread":0.2412086305004938,"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."}}