{"id":"W4224291116","doi":"10.24908/pocus.v7i1.15314","title":"The Beauty of Sound Waves","year":2022,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Sound (geography); Sound wave; Acoustics; Art; Aesthetics; Physics","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":[0.0002463051,0.00002978089,0.00005326599,0.00002649022,0.0002028542,0.000005552747,0.0001549436,0.00001765702,0.0002173464],"category_scores_gemma":[0.00003942323,0.00002005917,0.00003448083,0.00006428365,0.0000491546,0.00001588142,0.00003521988,0.0004027268,0.000003249671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002762755,"about_ca_system_score_gemma":0.00001345156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.925761e-7,"about_ca_topic_score_gemma":0.000001228215,"domain_scores_codex":[0.9996083,0.00001527666,0.0001061041,0.00002220802,0.0001215929,0.0001264861],"domain_scores_gemma":[0.999832,0.00004156706,0.00002190356,0.00006109968,0.000008090458,0.00003538853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003197549,0.0000674918,0.001804921,0.00002808809,0.0003113202,0.0001588308,0.001272105,0.004551273,0.001626953,0.08806785,0.06212062,0.8399585],"study_design_scores_gemma":[0.0002273708,0.00008296283,0.000392483,0.000003552073,0.00001064792,0.0005917867,0.0007580231,0.002015629,0.001031947,0.08292681,0.9118971,0.00006170521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343388,0.02674086,0.007966863,0.002509544,0.002693224,0.00008249465,0.000007911123,0.0001902838,0.02547003],"genre_scores_gemma":[0.9990947,0.0005745947,0.000101384,0.00002543695,0.00006373539,0.000002268832,1.527204e-7,0.000005065491,0.0001327046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497764,"threshold_uncertainty_score":0.2379791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006232910704275433,"score_gpt":0.2088642101559681,"score_spread":0.2026312994516926,"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."}}