{"id":"W7132245490","doi":"","title":"Generation and detection of resonance modes in cantilever beams","year":2003,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cantilever; Resonance (particle physics); Quality (philosophy); Mode (computer interface); Beam (structure)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006689006,0.0003310933,0.0002358287,0.0008643912,0.0005824272,0.0004404232,0.001092558,0.0006935367,0.01349724],"category_scores_gemma":[0.0008748661,0.0003944088,0.0001798679,0.0004793523,0.0003940975,0.0007241764,0.0005975554,0.0007664534,0.005242237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003781581,"about_ca_system_score_gemma":0.0002154147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006462779,"about_ca_topic_score_gemma":0.001199499,"domain_scores_codex":[0.9995208,0.00006126716,0.00001362939,0.00009200062,0.0002619709,0.00005039805],"domain_scores_gemma":[0.999435,0.0002782203,0.00004683319,0.0001192587,0.00008290443,0.00003768805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001894459,0.00005346631,0.001421228,0.00025254,0.00001460557,0.0001852961,0.0002867439,0.0001636845,0.9360348,0.007601788,0.00966699,0.04412932],"study_design_scores_gemma":[0.00004022685,0.0001377406,0.0038563,0.00002999009,0.00001332573,0.0005303212,0.0000772826,0.002088015,0.9637645,0.001185688,0.02825508,0.00002160126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5183789,0.006001103,0.2609121,0.002236925,0.00115329,0.0004837611,0.006746839,0.00306374,0.2010234],"genre_scores_gemma":[0.7380773,0.003406548,0.133067,0.0003728322,0.0001663451,0.0005096303,0.005507082,0.0005777027,0.1183155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01349724,"threshold_uncertainty_score":0.04515272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577040450607622,"score_gpt":0.2919584289627822,"score_spread":0.23425438390202,"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."}}