{"id":"W1574029969","doi":"","title":"Study of vibration transmission on a paver's hand hammer","year":2011,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hammer; Vibration; Shock (circulatory); Acceleration; Acoustics; Transmission (telecommunications); Structural engineering; Coupling (piping); Engineering; Tilt (camera); Motion (physics); Electrical engineering; Physics; Mechanical engineering; Classical mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005188748,0.00009140089,0.0001082414,0.0001297611,0.00006841166,0.000008852547,0.00007350875,0.00005625459,0.00007818689],"category_scores_gemma":[0.0000063141,0.00008439594,0.00001873818,0.0001145688,0.000007884539,0.00001938984,0.000004753783,0.00006618255,0.000009607701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005045057,"about_ca_system_score_gemma":0.00003362017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852564,"about_ca_topic_score_gemma":0.006228605,"domain_scores_codex":[0.9995193,0.000007031036,0.0001296269,0.00009015026,0.00009052007,0.0001633996],"domain_scores_gemma":[0.9996653,0.00000815352,0.00001477518,0.0001284893,0.00003668397,0.0001466622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009112392,0.0009207042,0.0003738104,0.0004819953,0.00076178,0.0003706191,0.04935672,0.009627309,0.8066588,0.01377269,0.01771291,0.09987153],"study_design_scores_gemma":[0.005732884,0.007905097,0.02345357,0.0004704481,0.0008319181,0.00002257357,0.02122291,0.7241916,0.1939595,0.008078762,0.01122647,0.002904263],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350097,0.0001326097,0.05707758,0.0000223634,0.0006610834,0.0004482416,0.00006225631,0.00006214278,0.00652405],"genre_scores_gemma":[0.999445,0.00003933573,0.0003760333,0.00003909835,0.00002436535,0.000006372904,0.000003153983,0.0000173747,0.00004929815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7145643,"threshold_uncertainty_score":0.4312242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147856057149254,"score_gpt":0.1938165939962195,"score_spread":0.162338033424727,"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."}}