{"id":"W4391648390","doi":"10.1007/s10668-024-04519-3","title":"An experimental study on the effect of disposable COVID-19 face masks on the mechanical properties of cement-stabilized sand","year":2024,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Face masks; Coronavirus disease 2019 (COVID-19); Cement; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Face (sociological concept); Materials science; Composite material; Virology; Medicine; Sociology","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":[0.0002943147,0.0005410152,0.0003268917,0.0001938069,0.0004295597,0.0002428859,0.0004753414,0.0005251459,0.003731797],"category_scores_gemma":[0.0007490056,0.0002395735,0.0005182899,0.0001632591,0.0005296834,0.0003477202,0.0003380832,0.0003884925,0.0002481407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002516058,"about_ca_system_score_gemma":0.0003327733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497586,"about_ca_topic_score_gemma":0.002219218,"domain_scores_codex":[0.9996854,0.00004481135,0.00003640563,0.00007059294,0.0000867827,0.00007606299],"domain_scores_gemma":[0.9990671,0.0004182555,0.0002094822,0.0001119122,0.0001160582,0.00007719219],"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":[0.004597106,0.001693962,0.001637528,0.00008079525,0.0000199448,0.0001403424,0.0001468061,0.0003828091,0.9887534,0.0000458366,0.00002180674,0.002479728],"study_design_scores_gemma":[0.0001224816,0.02187195,0.01436219,0.000005531099,0.00007170814,0.00008995314,0.0002013951,0.001002468,0.9617343,0.00003472782,0.0004812942,0.00002211588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996834,0.00002206576,0.0001370725,0.00000350454,0.000005288555,0.000008569858,0.00002552039,0.000002855986,0.0001119532],"genre_scores_gemma":[0.9986079,0.00007642693,0.0005329149,0.000008765905,0.000004777581,0.00001172233,0.00004877401,0.000004590096,0.000704126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003731797,"threshold_uncertainty_score":0.01248407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395195483746244,"score_gpt":0.2317345079633209,"score_spread":0.2177825531258585,"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."}}