{"id":"W4387864978","doi":"10.1016/j.ergon.2023.103508","title":"Analysis of the physical discomfort of earplugs experienced by a group of workers in Canadian companies and identification of the influencing variables","year":2023,"lang":"en","type":"article","venue":"International Journal of Industrial Ergonomics","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Université de Sherbrooke; École de Technologie Supérieure","funders":"","keywords":"Annoyance; Work (physics); Applied psychology; Perception; Psychology; Engineering; Audiology; Medicine; Mechanical engineering","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":[0.0006565071,0.00005225013,0.00021902,0.0003345267,0.00002250351,0.00001098445,0.0005627382,0.00005947059,0.000008740046],"category_scores_gemma":[0.0001470178,0.00003774918,0.0001185878,0.0005539382,0.000150528,0.000092353,0.00007828012,0.0001605778,8.468405e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080844,"about_ca_system_score_gemma":0.0001987412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04532441,"about_ca_topic_score_gemma":0.006167862,"domain_scores_codex":[0.9988485,0.0001251496,0.0006922592,0.00006012861,0.000193389,0.00008056359],"domain_scores_gemma":[0.998624,0.0001842323,0.0008811743,0.0001855538,0.0000954119,0.00002963341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002455718,0.000107552,0.9676982,0.000002762763,0.0006705707,2.410128e-7,0.007880461,0.01040682,0.009207831,0.001732798,0.0001256986,0.001921549],"study_design_scores_gemma":[0.0006993125,0.00004787162,0.985894,0.0001148115,0.0001222757,0.000001529625,0.005926173,0.004430308,0.002485805,0.0001545915,0.00007821067,0.00004511541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991727,0.00001789949,0.00002222103,0.0002550401,0.0003621064,0.00007294738,0.00003231579,9.643743e-7,0.00006377548],"genre_scores_gemma":[0.9998998,0.00001030324,0.00001450768,0.00001069353,0.00003608332,0.000002325065,0.000004793057,0.000003618107,0.0000178628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03915655,"threshold_uncertainty_score":0.9610329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503540237087086,"score_gpt":0.3212773535089658,"score_spread":0.2862419511380949,"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."}}