{"id":"W4392984073","doi":"10.32920/25413340","title":"Field Attenuation of Foam Earplugs","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Attenuation; Acoustics; Materials science; Physics; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007314069,0.0001080109,0.0001326444,0.00007125851,0.000007727589,0.00002788125,0.00007261126,0.0001539045,0.0002453331],"category_scores_gemma":[0.00002655776,0.0001073547,0.00006106184,0.00006939676,0.000006616874,0.00002593346,0.00005775953,0.0002920495,0.0001071936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003178335,"about_ca_system_score_gemma":0.00003102955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002128413,"about_ca_topic_score_gemma":0.00002102913,"domain_scores_codex":[0.9994321,0.000008676458,0.0002357266,0.0001163386,0.0001186475,0.00008848484],"domain_scores_gemma":[0.9997032,0.00004944623,0.00002660183,0.0001572679,0.00004108719,0.00002234824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005391973,0.00007386117,0.0003245698,0.007748733,0.0007616862,0.000007233404,0.009067165,0.1428488,0.1396854,0.07094344,0.5127879,0.1156973],"study_design_scores_gemma":[0.0002608776,0.0001761029,0.0006187222,0.0005192053,0.0001511874,0.000003500256,0.0001879465,0.550887,0.3220723,0.1225699,0.001856835,0.0006963219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3472762,0.00132209,0.3788885,0.001840294,0.004022334,0.0007207534,0.00005598901,0.001577167,0.2642967],"genre_scores_gemma":[0.9961217,0.00007616124,0.002523218,0.0000674964,0.00007787684,0.00002771524,0.00008291174,0.00002246598,0.001000441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6488455,"threshold_uncertainty_score":0.4377799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059306110927375,"score_gpt":0.2424096962982419,"score_spread":0.2318166351889682,"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."}}