{"id":"W2059323339","doi":"10.1121/1.4778768","title":"Validating a new approach for predicting the degree of speech security","year":2005,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Intelligibility (philosophy); Degree (music); Computer science; Speech recognition; Acoustics; Noise (video); Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.001786162,0.0001489341,0.0003513095,0.00001723842,0.000174369,0.00001773769,0.001118918,0.00006774884,0.00003857534],"category_scores_gemma":[0.0007743688,0.0000723191,0.0004188352,0.0003143509,0.0004588497,0.00008410615,0.000219498,0.0007363685,0.000001173873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255087,"about_ca_system_score_gemma":0.0001158137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000358019,"about_ca_topic_score_gemma":3.630371e-7,"domain_scores_codex":[0.9981564,0.0001138566,0.0006029964,0.00008176549,0.0006925496,0.0003523862],"domain_scores_gemma":[0.9972432,0.00168456,0.0003666983,0.0003907513,0.0002160993,0.00009871234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001223959,0.0001192423,0.0000998611,0.000370264,0.0006749828,2.018223e-7,0.006743479,0.8270701,0.03969142,0.00001500121,0.05483996,0.0702531],"study_design_scores_gemma":[0.0003909056,0.0001020513,0.00009942457,0.00005458235,0.0002754919,0.00003787575,0.004485342,0.9891846,0.003803955,0.0008892725,0.0005953732,0.00008115891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0208433,0.0004467026,0.9744097,0.002738953,0.0000978233,0.0003704514,0.00001986947,0.00002017111,0.001053023],"genre_scores_gemma":[0.7794328,0.0001438352,0.2193484,0.0001481748,0.0008213713,0.000002263604,4.444458e-7,0.00003001129,0.00007270643],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7585895,"threshold_uncertainty_score":0.3199196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201237851748841,"score_gpt":0.2766773379831355,"score_spread":0.2346649594656471,"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."}}