{"id":"W4408673957","doi":"10.14447/jnmes.v28i1.a01","title":"Optimization of Comfort and Saturated Magnetic and Electromagnetic Properties of Polyester Fabric Impregnated with Silica/Kaolinite/Silver In-Situ to Protect the Human Body","year":2025,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kaolinite; Polyester; In situ; Materials science; Composite material; Chemical engineering; Chemistry; Metallurgy; Engineering; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009803018,0.0002699816,0.0008772588,0.0002889426,0.00006376745,0.0001541448,0.0003115953,0.0001492407,0.0000288614],"category_scores_gemma":[0.000166406,0.0001698221,0.00004622987,0.0003988279,0.0001601408,0.0001489911,0.0000669101,0.0001157589,4.686366e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008642442,"about_ca_system_score_gemma":0.0002113541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001570692,"about_ca_topic_score_gemma":0.00001536434,"domain_scores_codex":[0.9973188,0.0002402312,0.001388934,0.000281617,0.0003667585,0.0004036654],"domain_scores_gemma":[0.9982957,0.0001033851,0.0007879469,0.0002304764,0.0004792583,0.0001032556],"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":[0.001468311,0.00006385578,0.00005619404,0.000592508,0.00003514476,0.000001329674,0.0001620221,0.00009804556,0.9972795,0.0001371429,0.00008654293,0.0000194533],"study_design_scores_gemma":[0.00175912,0.003444,0.0007599954,0.0008810674,0.0001220281,0.000156732,0.00005472367,0.00007447939,0.9923787,0.0001715271,0.00002495536,0.0001726452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959515,0.001412882,0.0004978665,0.0002267812,0.0001161622,0.00174428,0.000007803354,0.00001539506,0.00002734029],"genre_scores_gemma":[0.9989986,0.00004234013,0.0005608709,0.00004476823,0.00008205632,0.00007411909,0.000003850353,0.00002738425,0.0001660148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004900723,"threshold_uncertainty_score":0.6925145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009541986150749067,"score_gpt":0.2345691108826143,"score_spread":0.2250271247318652,"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."}}