{"id":"W4392985336","doi":"10.32920/25413340.v1","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; Field (mathematics); Acoustics; Environmental science; Materials science; Geology; Physics; Optics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001021847,0.0004279018,0.0001550949,0.0006387996,0.0001704265,0.0002272116,0.0003017914,0.0002973083,0.0062506],"category_scores_gemma":[0.005018102,0.0001448306,0.0003349731,0.0002405261,0.0001685303,0.000413364,0.0004247441,0.0002590029,0.0006365539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432688,"about_ca_system_score_gemma":0.0001829017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779382,"about_ca_topic_score_gemma":0.001047798,"domain_scores_codex":[0.999124,0.0003194471,0.00005093777,0.0001120807,0.0003206763,0.00007285318],"domain_scores_gemma":[0.995429,0.002237798,0.0005925162,0.0002173176,0.001411316,0.0001120863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006462327,0.0009639252,0.1519427,0.001354737,0.0001154567,0.0004615005,0.002639537,0.003190915,0.4348091,0.0003190341,0.001733638,0.3960071],"study_design_scores_gemma":[0.0001304893,0.02725353,0.6607015,0.0002908739,0.0002580312,0.00181216,0.002780958,0.008532045,0.2876725,0.0005528941,0.009908712,0.0001063983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903547,0.0005995429,0.00554357,0.00004831705,0.00002921809,0.00009628108,0.0001470084,0.00006467287,0.003116743],"genre_scores_gemma":[0.9952033,0.0001965637,0.002895799,0.00003930093,0.00001682823,0.00003535045,0.0001382214,0.00001523785,0.00145931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0062506,"threshold_uncertainty_score":0.02091032,"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."}}