{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001781285,0.001697077,0.0009438291,0.002599832,0.0004273529,0.001149598,0.001736037,0.000971702,0.02432397],"category_scores_gemma":[0.0120289,0.001227316,0.0006956765,0.0006336826,0.0004147581,0.001218693,0.000991734,0.0009847203,0.007734883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005046418,"about_ca_system_score_gemma":0.0007174357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317433,"about_ca_topic_score_gemma":0.003037926,"domain_scores_codex":[0.9989862,0.0001436111,0.0001381907,0.0002485474,0.000415537,0.00006804486],"domain_scores_gemma":[0.9938054,0.003891085,0.0004490764,0.0003853192,0.00129961,0.0001694578],"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":[0.002839172,0.0002741014,0.01464102,0.0009798714,0.0002829065,0.0006754161,0.0007455844,0.01297731,0.04826829,0.003045795,0.1432046,0.7720661],"study_design_scores_gemma":[0.0009629717,0.001010976,0.02753028,0.0003709765,0.0004405267,0.002085603,0.0003205599,0.4725668,0.2140359,0.007552899,0.2723297,0.0007926209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01741642,0.0002341001,0.5908074,0.0001359804,0.0003027445,0.0004459528,0.003187368,0.3835497,0.003920371],"genre_scores_gemma":[0.222884,0.0004722536,0.6705243,0.0006671534,0.0002698759,0.002048013,0.01210954,0.06269245,0.0283325],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02432397,"threshold_uncertainty_score":0.08137178,"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."}}