{"id":"W4396745615","doi":"10.25144/21644","title":"A SIMPLE MEANS OF IMPROVING THE QUALITY OF SPEECH FROM A DIVING HELMET","year":2024,"lang":"en","type":"article","venue":"","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Simple (philosophy); Marine engineering; Computer science; Quality (philosophy); Environmental science; Aeronautics; Acoustics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009318033,0.0008418402,0.0008023297,0.001044343,0.0005944264,0.0007552271,0.0006917663,0.001193161,0.01500162],"category_scores_gemma":[0.003358784,0.0001795531,0.0007428016,0.0003408358,0.0006690411,0.0006516675,0.001286188,0.001083349,0.003350774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702452,"about_ca_system_score_gemma":0.0004248336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000623634,"about_ca_topic_score_gemma":0.001324798,"domain_scores_codex":[0.9992676,0.0001757432,0.000100469,0.0001056827,0.0002611135,0.00008945066],"domain_scores_gemma":[0.9989516,0.0003475792,0.0001539235,0.0001608906,0.0002355869,0.0001504134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003072631,0.002385978,0.01386638,0.003403126,0.0003083042,0.001269627,0.0007926809,0.000398246,0.3633232,0.0006020535,0.01054329,0.6000345],"study_design_scores_gemma":[0.002051028,0.04077337,0.455001,0.002149598,0.001300097,0.02481398,0.002059087,0.00250311,0.3647689,0.002191612,0.1019037,0.0004846497],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800868,0.01460338,0.05205144,0.005513853,0.003813494,0.0009804923,0.001567147,0.002441613,0.03894174],"genre_scores_gemma":[0.903832,0.005843123,0.05929712,0.002126309,0.001778383,0.0004063035,0.0008200511,0.0002721938,0.02562447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500162,"threshold_uncertainty_score":0.05018544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06128626878742912,"score_gpt":0.3887768829134477,"score_spread":0.3274906141260186,"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."}}