{"id":"W1582609278","doi":"10.3233/idt-2011-0116","title":"A new adaptive sensor fusion localization method for passive acoustic arrays","year":2011,"lang":"en","type":"article","venue":"Intelligent Decision Technologies","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Fusion; Sensor fusion; Acoustic sensor; Acoustics; Computer science; Materials science; Electronic engineering; Engineering; 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":[0.000256266,0.0002322831,0.0002588293,0.0003963788,0.0002078031,0.0001273599,0.001243323,0.0002522368,0.0000274062],"category_scores_gemma":[0.001044723,0.000182344,0.0001177092,0.0007676426,0.00005774354,0.0003869726,0.0004552476,0.0001666536,0.0000783609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007986784,"about_ca_system_score_gemma":0.00009897658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001811018,"about_ca_topic_score_gemma":0.0000101657,"domain_scores_codex":[0.9982624,0.00002563488,0.0003945009,0.000623836,0.0003227631,0.0003708525],"domain_scores_gemma":[0.998284,0.0004603268,0.0002229231,0.0006589058,0.0003053573,0.00006851056],"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":[0.00005425082,0.00003488453,0.00002134253,0.00000571922,0.00001315759,0.0000119771,0.0003940221,0.0005346962,0.004217395,0.00329902,0.002549322,0.9888642],"study_design_scores_gemma":[0.0001434625,0.0002592514,0.0000090363,0.00009026088,0.00001088274,0.00001773932,0.001018434,0.06281308,0.6840538,0.2490661,0.002323115,0.0001947774],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002753163,0.0004191776,0.996413,0.0002657126,0.0004352129,0.0004272407,0.000002755934,0.0015094,0.0002521625],"genre_scores_gemma":[0.06671812,0.0001598646,0.9327654,0.0001241992,0.00002807561,0.00004397145,0.000001355962,0.0000161003,0.0001429043],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9886695,"threshold_uncertainty_score":0.7435771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499881298294278,"score_gpt":0.3057428405516429,"score_spread":0.2507440275687001,"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."}}