{"id":"W998323250","doi":"","title":"Development of a tissue-conducting audio transducer and sensor for mobile use","year":2014,"lang":"en","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tays; Universität Stuttgart; McGill University; University of Oklahoma","keywords":"Transducer; Computer science; Acoustics; Biomedical engineering; Electrical engineering; Engineering; Materials science; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004244055,0.0002885393,0.000314313,0.0002083156,0.0001602792,0.000425803,0.0007718855,0.001044838,0.001844311],"category_scores_gemma":[0.0004065954,0.0002177887,0.0003232275,0.0001747703,0.0001863169,0.0006313975,0.0003342062,0.0003936056,0.001427326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818951,"about_ca_system_score_gemma":0.0006090498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002557508,"about_ca_topic_score_gemma":0.0003907718,"domain_scores_codex":[0.9996771,0.00003087963,0.00001452027,0.00006278422,0.0001959512,0.00001880936],"domain_scores_gemma":[0.9997546,0.00003553655,0.00003612968,0.00002225148,0.0001242522,0.0000272032],"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":[0.00003452241,0.00005095337,0.0003899296,0.0002626957,0.000012237,0.000183078,0.0001420302,0.002678949,0.9398381,0.004508955,0.001342783,0.05055591],"study_design_scores_gemma":[0.00002368405,0.001566746,0.001992513,0.0001093794,0.00005302752,0.001453861,0.0001724249,0.0557102,0.8222108,0.001197495,0.1154423,0.0000673615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1142951,0.003080956,0.8620483,0.001234656,0.0007487108,0.0006878234,0.0003505254,0.001109757,0.01644415],"genre_scores_gemma":[0.3123733,0.002990966,0.6466628,0.0005153537,0.0001327226,0.0004576638,0.0003715513,0.00007483954,0.03642088],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001844311,"threshold_uncertainty_score":0.006169856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981021272609557,"score_gpt":0.2217507718998639,"score_spread":0.1919405591737684,"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."}}