{"id":"W2025721233","doi":"10.1115/1.4026691","title":"A Portable Biological Amplifier for Electrovestibulography (EVestG)","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Library science; Web site; Computer science; World Wide Web; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001982681,0.00009482572,0.0001915885,0.00006017373,0.00004204495,0.0000152936,0.0002631664,0.0002600065,0.000135598],"category_scores_gemma":[0.001427546,0.00006521782,0.0001493613,0.00009727285,0.00007327343,0.0000108126,0.00003974123,0.0001759555,0.000001824573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007677064,"about_ca_system_score_gemma":0.0001157178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003045927,"about_ca_topic_score_gemma":0.000002357529,"domain_scores_codex":[0.998908,0.000113278,0.0003581607,0.00009828757,0.0002561474,0.0002660742],"domain_scores_gemma":[0.9990975,0.0001056612,0.0002784937,0.00009071393,0.0001538307,0.0002738475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002067511,0.0002591787,0.02789705,0.00003541129,0.000170213,0.000003113366,0.00003328423,0.000001757335,0.9237811,0.001319999,0.03690509,0.009387028],"study_design_scores_gemma":[0.0006628117,0.0007185422,0.0116599,0.00003453808,0.00003523413,0.0002446762,0.00005638335,0.000006102384,0.1555249,0.0003884613,0.8305225,0.0001458609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016046,0.0038244,0.09205476,0.001586019,0.00054035,0.0001078077,0.000005037799,0.000004617461,0.0002724258],"genre_scores_gemma":[0.9643963,0.0004498292,0.03051006,0.002486257,0.002025469,0.000005837589,0.00001776788,0.00001278229,0.00009569469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7936174,"threshold_uncertainty_score":0.2659505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385525236499977,"score_gpt":0.3663904618432207,"score_spread":0.3278379381932229,"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."}}