{"id":"W22510554","doi":"10.1007/978-3-540-85181-3_9","title":"Comparison of methods for generating shock waves in liquids","year":2009,"lang":"en","type":"book-chapter","venue":"Shock Waves","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Acoustics; Transducer; Amplitude; Electronics; Pulsed power; Materials science; Generator (circuit theory); Power (physics); Pulse generator; Pulse (music); Voltage; Shock (circulatory); Shock wave; High pressure; Electrical engineering; Engineering; Physics; Optics; Mechanics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004333899,0.0004931815,0.001194439,0.0004718962,0.00005939924,0.00005109434,0.0002879037,0.0003383424,0.00007741034],"category_scores_gemma":[0.00004761777,0.0005203711,0.0003989058,0.00007300753,0.00005769616,0.00005827565,0.00005028094,0.0004491745,0.000008115733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138102,"about_ca_system_score_gemma":0.00003010918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001480813,"about_ca_topic_score_gemma":0.00003226571,"domain_scores_codex":[0.9980816,0.00003934949,0.0009459119,0.0004114113,0.0001373289,0.0003844575],"domain_scores_gemma":[0.998995,0.0002037032,0.0001658616,0.0004869118,0.00006900305,0.00007954293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000525889,0.00008943834,0.0002912717,0.002097285,0.00116232,0.00001095755,0.002972222,0.1513946,0.2372269,0.00439034,0.01251283,0.5877992],"study_design_scores_gemma":[0.0006389642,0.0002425271,0.00007924409,0.001392305,0.0005238444,0.00001319351,0.0001621428,0.7770401,0.08126145,0.005374817,0.1314692,0.001802239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01960373,0.05842055,0.4100118,0.00044656,0.002091306,0.001765788,0.0003652987,0.001358405,0.5059365],"genre_scores_gemma":[0.2127095,0.001193245,0.5523988,0.000170383,0.001217747,0.00005183504,0.0004750272,0.0005664969,0.231217],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6256455,"threshold_uncertainty_score":0.9997248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03929675758201122,"score_gpt":0.3436000955210646,"score_spread":0.3043033379390533,"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."}}