{"id":"W2080229933","doi":"10.1145/1226969.1227005","title":"Exploring ambient sound techniques in the design of responsive environments for children","year":2007,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sound (geography); Computer science; Ambient intelligence; Human–computer interaction; Acoustics; 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":[0.0001899848,0.00005456414,0.00005879128,0.00009664422,0.00006252705,0.00001057037,0.0001323553,0.00001736761,0.00001434042],"category_scores_gemma":[0.0002476167,0.00003776888,0.00003212953,0.0000919965,0.00003800633,0.000173238,0.00001448021,0.00007105485,0.000007012001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002470622,"about_ca_system_score_gemma":0.000004498994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002058471,"about_ca_topic_score_gemma":0.000008251308,"domain_scores_codex":[0.9993891,0.00007039376,0.0001514795,0.0001357992,0.000116734,0.0001365509],"domain_scores_gemma":[0.998799,0.000981889,0.00004626309,0.0001539051,0.000004544616,0.00001441136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001569597,0.0001165624,0.0004257606,0.000001071572,0.000001855795,0.000003320451,0.001173199,0.00005175957,0.9955493,0.001079099,0.0001104272,0.001330666],"study_design_scores_gemma":[0.00008553789,0.0001160718,0.008113338,0.000004627509,0.000002735778,0.00001206943,0.0005851748,0.0000165749,0.9896804,0.000350784,0.0009892187,0.00004348718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905926,8.806436e-7,0.0924805,0.00009785067,0.00005099464,0.000586823,0.000004134911,0.00001792731,0.0008348685],"genre_scores_gemma":[0.9980152,0.00001893129,0.001255261,0.0003798252,0.00002010013,0.00006853795,3.917747e-7,0.000005728534,0.0002360742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09208913,"threshold_uncertainty_score":0.154017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947662796797438,"score_gpt":0.3293376900084333,"score_spread":0.1345714103286895,"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."}}