{"id":"W4210349032","doi":"10.1097/01.mat.0000737352.30074.4a","title":"Meet the Authors","year":2021,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001322979,0.0006844139,0.000471068,0.001036235,0.001990373,0.004650192,0.001165814,0.002529519,0.563373],"category_scores_gemma":[0.01068501,0.000270184,0.0004554947,0.0005944683,0.0004406829,0.002757213,0.002957941,0.00262279,0.4235426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154812,"about_ca_system_score_gemma":0.003072253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117335,"about_ca_topic_score_gemma":0.002235328,"domain_scores_codex":[0.9981182,0.0002935076,0.0001295127,0.0003672435,0.0008204014,0.0002712834],"domain_scores_gemma":[0.9917058,0.0005345146,0.0002700287,0.0004355755,0.004335432,0.002718797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003281722,0.00002294415,0.0004763615,0.0000943689,0.00000476211,0.0002391689,0.00009585627,0.00003262322,0.000299459,0.002101599,0.9178898,0.07871031],"study_design_scores_gemma":[0.000004858525,0.00001117147,0.0002894401,0.00005722069,0.000002484122,0.0003331298,0.0001532253,0.00003975096,0.0001045436,0.0005708067,0.9984285,0.000004785513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002503765,0.005080279,0.004175332,0.06423391,0.1052111,0.0003107045,0.002255377,0.001690589,0.8145391],"genre_scores_gemma":[0.01337034,0.00366849,0.00179068,0.01911182,0.01693018,0.000186448,0.001772001,0.0007470323,0.942423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.563373,"threshold_uncertainty_score":0.6227955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834876463287488,"score_gpt":0.235422305981628,"score_spread":0.2170735413487531,"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."}}