{"id":"W7117131092","doi":"10.11159/ijtan.2025.003","title":"Performance of Chemical Protective Clothing against Nanoscale Particles: Preliminary Work on the Influence of the Environmental Working Conditions","year":2025,"lang":"","type":"article","venue":"International Journal of Theoretical and Applied Nanotechnology","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Work (physics); Scale (ratio); Working environment; Metal working","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005355817,0.0005204855,0.0003925578,0.0002122651,0.0003564706,0.0003763057,0.0002779173,0.0005963001,0.001482931],"category_scores_gemma":[0.0008534949,0.0001948661,0.0006074827,0.0002042877,0.0001859513,0.0003802991,0.0002571091,0.000292211,0.0004184926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128526,"about_ca_system_score_gemma":0.0001421152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402759,"about_ca_topic_score_gemma":0.001323453,"domain_scores_codex":[0.9994867,0.00009596671,0.00003676064,0.0001215246,0.000179605,0.00007943244],"domain_scores_gemma":[0.9992422,0.0002113389,0.0001023032,0.0001073944,0.0002865205,0.00005034481],"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":[0.0001444566,0.00008883735,0.0009811404,0.0002511729,0.00001672693,0.0000817773,0.0001631979,0.0002833201,0.9922403,0.00002115918,0.00008819849,0.005639742],"study_design_scores_gemma":[0.00000389269,0.0026957,0.009199962,0.00002190465,0.00004874788,0.0001840846,0.0001663936,0.0007958419,0.9851703,0.00001578497,0.001681867,0.00001555451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943101,0.001892781,0.002229324,0.00004677237,0.0000340233,0.00005437188,0.0001703402,0.0000306956,0.001231508],"genre_scores_gemma":[0.9912556,0.001623691,0.004258436,0.00005191655,0.00002628723,0.00004246886,0.0001739359,0.00003293427,0.002534823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482931,"threshold_uncertainty_score":0.004960895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005251136925879281,"score_gpt":0.2171577647610477,"score_spread":0.2119066278351684,"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."}}