{"id":"W1488950436","doi":"","title":"Detectsound Version 2: A software tool for adjusting the level and spectrum of acoustic warning signals","year":2003,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Noise Effects and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Software; Sound pressure; SAFER; Computer science; Noise (video); Acoustics; Warning system; Speech recognition; Population; Telecommunications; Artificial intelligence; Computer security; Physics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008347481,0.0001412667,0.0002013984,0.0001218195,0.00103487,0.00001531415,0.0001240884,0.0001180843,0.0001414228],"category_scores_gemma":[0.002651455,0.0001117696,0.0000408042,0.0001457546,0.00006232533,0.00004458758,0.00004067608,0.0002740465,0.00001419724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442473,"about_ca_system_score_gemma":0.0006464205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328466,"about_ca_topic_score_gemma":0.01102032,"domain_scores_codex":[0.9986494,0.0001502053,0.0002803625,0.0001966414,0.0001288151,0.0005945298],"domain_scores_gemma":[0.9976321,0.001664094,0.0001528364,0.0002295455,0.0001108704,0.000210542],"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":[0.0004570672,0.0002029524,0.06768153,0.02340169,0.001115518,0.0002842288,0.02455075,0.06401204,0.2045336,0.03736743,0.5124627,0.06393041],"study_design_scores_gemma":[0.02123265,0.0034684,0.3216538,0.008183947,0.005901878,0.00008982568,0.08843963,0.1078052,0.003167652,0.03166268,0.4027266,0.005667747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7082257,0.0005087629,0.2840314,0.000779777,0.001452755,0.003104578,0.0004209355,0.00006650834,0.001409675],"genre_scores_gemma":[0.9935776,0.00002667297,0.003578091,0.001030967,0.000143308,0.00006706088,0.000009259116,0.00003303018,0.001534009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285352,"threshold_uncertainty_score":0.795949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814644350905452,"score_gpt":0.3226374799314002,"score_spread":0.2744910364223457,"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."}}