{"id":"W2032761641","doi":"10.1088/0957-0233/19/9/095202","title":"Dynamic calibration of tri-axial piezoelectric force transducers","year":2008,"lang":"en","type":"article","venue":"Measurement Science and Technology","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transducer; Calibration; Acoustics; Piezoelectricity; Force transducer; Impulse (physics); Hammer; Force dynamics; Physics; Optics; Materials science; Classical mechanics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002735195,0.0008422385,0.000688781,0.001843701,0.0005776816,0.0008377698,0.001585894,0.001240866,0.003318972],"category_scores_gemma":[0.008653475,0.0005876827,0.0003082287,0.001876178,0.0007632167,0.001550066,0.001622194,0.001134465,0.001285583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006130639,"about_ca_system_score_gemma":0.0005122684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009454723,"about_ca_topic_score_gemma":0.001253464,"domain_scores_codex":[0.9940255,0.0005875411,0.0003147053,0.0008995266,0.00391766,0.0002551312],"domain_scores_gemma":[0.9921129,0.001997045,0.001031898,0.001505474,0.003192323,0.000160441],"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":[0.0002842528,0.000146953,0.004804519,0.0002883001,0.00003710222,0.0001518288,0.0003518489,0.004274699,0.8504,0.001681104,0.001446666,0.1361327],"study_design_scores_gemma":[0.00002874601,0.0005076927,0.01671607,0.00006211524,0.00003882349,0.001049196,0.0001866829,0.04502243,0.9240471,0.0007953807,0.01141209,0.0001338513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2566594,0.002050704,0.7277924,0.0003610702,0.0006502072,0.000413296,0.0005317659,0.003191503,0.008349621],"genre_scores_gemma":[0.7157829,0.001645947,0.2749375,0.000283591,0.0001213327,0.0004540205,0.000514333,0.0003660777,0.005894293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003318972,"threshold_uncertainty_score":0.01446527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754468933116581,"score_gpt":0.2024072919819405,"score_spread":0.1848626026507747,"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."}}