{"id":"W3195112349","doi":"","title":"A 5 mm ・ 5 mm Square, Aluminum Lens Based Histotripsy Transducer: Reaching the Endoscopic Form Factor","year":2018,"lang":"en","type":"article","venue":"IEEE Conference Proceedings","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Transducer; Optics; Beam (structure); Wavelength; Cavitation; Bubble; Voltage; Acoustics; Optoelectronics; Electrical engineering; Physics","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":[0.0001852213,0.0003400028,0.000302007,0.000156505,0.0002673999,0.0001604099,0.0005568131,0.0002485775,0.0001097174],"category_scores_gemma":[0.00007839914,0.0002518628,0.00009990572,0.0002754606,0.0003604828,0.0002850718,0.00003147959,0.0004632707,0.00007362907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151872,"about_ca_system_score_gemma":0.00006948673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006584349,"about_ca_topic_score_gemma":0.00002710587,"domain_scores_codex":[0.9984979,0.000006255616,0.0003280981,0.0003600484,0.000243993,0.0005637305],"domain_scores_gemma":[0.999337,0.00004697022,0.00007378039,0.0002562939,0.0002202481,0.00006577103],"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":[0.000024521,0.0000316054,0.001326954,0.0002203819,0.00004347703,0.000003811951,0.004986252,8.308955e-7,0.9419525,0.001058245,0.01922135,0.03113008],"study_design_scores_gemma":[0.0006204584,0.0002610836,0.0009661273,0.0003287168,0.00005569199,0.00002176266,0.001249796,0.00924793,0.9225621,0.0008851016,0.06323425,0.0005670471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777668,0.0003383819,0.01164208,0.001044893,0.0008418024,0.0004128669,0.00002541236,0.001887898,0.006039884],"genre_scores_gemma":[0.9980597,0.0001591639,0.00112174,0.0001861801,0.0002315021,0.00003002934,0.000003507182,0.00004738414,0.0001607241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0440129,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611623896226496,"score_gpt":0.230190655680741,"score_spread":0.1940744167184761,"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."}}