{"id":"W4252049958","doi":"10.1002/3527600434.eap452","title":"Sonoluminescence","year":2003,"lang":"en","type":"other","venue":"digital Encyclopedia of Applied Physics","topic":"Ultrasound and Cavitation Phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Sonoluminescence; Computer science; Bubble; Operating system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003553716,0.0002832464,0.0003728056,0.00004518059,0.00002340854,0.00006733063,0.0003015366,0.000125405,0.001177388],"category_scores_gemma":[0.00001098081,0.000273761,0.00008058286,0.000171171,0.000174109,0.0001047812,0.00004270758,0.0000911164,0.001221695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001689829,"about_ca_system_score_gemma":0.0000839759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005822479,"about_ca_topic_score_gemma":8.462912e-7,"domain_scores_codex":[0.9988011,0.000005297717,0.0002588602,0.0003656053,0.0003141319,0.0002550104],"domain_scores_gemma":[0.9991556,0.00004036245,0.000325888,0.0003688132,0.00003046772,0.00007885551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003236058,0.0006429468,0.00006305399,0.000556042,0.00006526035,0.000003051476,0.000720664,0.00004908489,0.02240319,0.1167003,0.8319806,0.02678338],"study_design_scores_gemma":[0.0002330036,0.00002324372,0.000005621092,0.00004889229,0.00002288988,5.329924e-7,0.00009762994,8.247973e-7,0.003160159,0.01004226,0.9859319,0.0004330211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006969217,0.00007943648,0.0005144086,0.000002121064,0.0003676914,0.0002208289,0.0004102699,0.0001392874,0.997569],"genre_scores_gemma":[0.02699728,0.0002553364,0.002241914,0.0001410517,0.0009706282,0.0000864351,0.0004125019,0.0006946331,0.9682002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1539513,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00571624629835323,"score_gpt":0.1995480846717697,"score_spread":0.1938318383734164,"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."}}