{"id":"W2322949023","doi":"10.1097/01.hj.0000408320.23115.e2","title":"Cover Story: Consumer skittishness turns hearing aid sales sluggish","year":2011,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing aid; Debt; Revenue; Advertising; Business; Demographic economics; Marketing; Economics; Finance; Audiology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004606176,0.0001919635,0.0002217633,0.00007850422,0.0002554475,0.0000880004,0.0003060917,0.00009071385,0.0003466044],"category_scores_gemma":[0.00002087019,0.0001457244,0.0001088228,0.0001066536,0.0001420881,0.0001736054,0.00002793374,0.001008213,0.000257401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008040373,"about_ca_system_score_gemma":0.0000350302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002907896,"about_ca_topic_score_gemma":0.00002506883,"domain_scores_codex":[0.9989075,0.00004758336,0.0002723608,0.0001197117,0.0002254845,0.000427377],"domain_scores_gemma":[0.9994052,0.00006451963,0.00004822991,0.0002659761,0.00004782859,0.0001682454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008650798,0.0009937049,0.4370023,0.001461033,0.00482934,0.004788231,0.08086199,0.06259477,0.01286509,0.03277355,0.315794,0.04517091],"study_design_scores_gemma":[0.003313313,0.0001789082,0.5324815,0.0005984369,0.0005344379,0.004029507,0.000796761,0.0138154,0.004414615,0.006450983,0.4314754,0.001910742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595388,0.009256016,0.05622948,0.0002693346,0.006487622,0.0003617617,0.00003359804,0.001013782,0.06680963],"genre_scores_gemma":[0.9969728,0.0005490595,0.001277933,0.00008305318,0.0003778701,0.000002153472,0.000002613583,0.00005916743,0.0006753735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137434,"threshold_uncertainty_score":0.594247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07332723849907088,"score_gpt":0.2143046887417702,"score_spread":0.1409774502426993,"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."}}