{"id":"W7116950374","doi":"10.1016/j.ssci.2025.107098","title":"Analysis of the functional and acoustical comfort of earplugs experienced by a group of workers in Canadian companies and identification of the influencing variables","year":2025,"lang":"en","type":"article","venue":"Safety Science","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Santé Montérégie; Institut de recherche Robert-Sauvé en santé et en sécurité du travail; École de Technologie Supérieure","funders":"Mitacs; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Identification (biology); Noise (video); Poison control; Human factors and ergonomics; Perception; Hearing loss; Occupational safety and health; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005347129,0.00003977435,0.0001305888,0.0001819852,0.00007903713,0.000004927685,0.0001979996,0.0000268698,0.00001224665],"category_scores_gemma":[0.00009613432,0.00002762181,0.00003385973,0.001424107,0.001272792,0.00005322975,0.00005988322,0.00004285153,2.034399e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002955706,"about_ca_system_score_gemma":0.0001890488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09147481,"about_ca_topic_score_gemma":0.05261314,"domain_scores_codex":[0.9993345,0.00003418484,0.0002729466,0.0001406317,0.0001136906,0.0001040787],"domain_scores_gemma":[0.9995297,0.00008478289,0.0001224309,0.0001879825,0.00004904245,0.00002602576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002345685,0.00002161427,0.9444112,0.00001630311,0.00004478535,1.079826e-8,0.001891179,0.001658709,0.03228322,0.01910279,0.00001134092,0.0005353506],"study_design_scores_gemma":[0.0001095805,0.000007613405,0.9911521,0.00002124107,0.00004332017,8.723162e-8,0.004709492,0.003426272,0.0002481176,0.0002470457,0.00001209622,0.00002301551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982592,0.00009976608,0.0004486725,0.0001128715,0.00009599811,0.00009382885,0.00002450987,7.33677e-7,0.0008644615],"genre_scores_gemma":[0.9999017,0.000007084582,0.00002636216,0.00003507578,6.513758e-7,0.000003427962,9.83822e-7,9.517285e-7,0.00002378216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04674089,"threshold_uncertainty_score":0.9646742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005959490940044871,"score_gpt":0.2614725366017381,"score_spread":0.2555130456616932,"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."}}