{"id":"W7125209398","doi":"10.18280/rcma.350606","title":"Enhancement of Mechanical and Biological Properties of Polyurethane Clear Aligners Using Sustainable SiO2 Nanoparticles","year":2025,"lang":"","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanoparticle; Polyurethane; Thermoplastic polyurethane; Biocompatibility; Composite number","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":[0.0001609941,0.000409235,0.000135916,0.0001696702,0.0001016909,0.0001853298,0.000115355,0.0002685535,0.0005330076],"category_scores_gemma":[0.0001922669,0.0001726874,0.0001943706,0.00008451902,0.0001574771,0.0002785037,0.0001452314,0.0002628701,0.0001523184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110465,"about_ca_system_score_gemma":0.00009415972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000151961,"about_ca_topic_score_gemma":0.0005355811,"domain_scores_codex":[0.9999055,0.00001073542,0.000007505972,0.00001994885,0.00004004821,0.00001627805],"domain_scores_gemma":[0.9998766,0.00003543347,0.00004265154,0.00000645609,0.00002268441,0.00001617634],"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":[0.00001111633,0.000006037654,0.00006063925,0.00002328812,0.000001636424,0.00001749718,0.000007201291,0.00004615193,0.9992176,0.00001210377,0.000004715953,0.0005919487],"study_design_scores_gemma":[0.000001997375,0.0001854307,0.001791686,0.000002654453,0.000005902717,0.00004523394,0.00001349316,0.0005790596,0.9968478,0.000009061978,0.0005141153,0.00000351206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951508,0.0009928334,0.003055399,0.00002888451,0.00001645875,0.00001496721,0.00003925672,0.00003854618,0.000662844],"genre_scores_gemma":[0.9951316,0.00048862,0.003355172,0.00002011426,0.00001089052,0.00001849899,0.00005794716,0.00001175421,0.0009054473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005330076,"threshold_uncertainty_score":0.001783133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07973611364171253,"score_gpt":0.2968362593682886,"score_spread":0.217100145726576,"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."}}