{"id":"W2945935000","doi":"10.3390/fib7050046","title":"Development of Oxygen-Plasma-Surface-Treated UHMWPE Fabric Coated with a Mixture of SiC/Polyurethane for Protection against Puncture and Needle Threats","year":2019,"lang":"en","type":"article","venue":"Fibers","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Materials science; Composite material; Coating; Elastomer; Penetration (warfare); Polyurethane; Layer (electronics); Composite number; Particle (ecology); Nanoparticle; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006068678,0.0002005187,0.0003167462,0.00006572771,0.00002545607,0.000009702295,0.00008237,0.0001543056,0.00002216137],"category_scores_gemma":[0.000004699994,0.0001578039,0.00003962782,0.0002246209,0.00002154337,0.00006089084,0.00001834102,0.0001199266,0.000003953475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004156265,"about_ca_system_score_gemma":0.0000256251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007116424,"about_ca_topic_score_gemma":0.00001307343,"domain_scores_codex":[0.9991981,0.00001133786,0.0002477837,0.0001832666,0.0001693968,0.0001901174],"domain_scores_gemma":[0.9995563,0.00003518142,0.00008112085,0.0001763259,0.00008431774,0.00006677504],"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":[0.0001787323,0.00002407162,0.0004688166,0.0003906676,0.00009303577,8.138877e-7,0.0004459988,0.002848087,0.9921769,0.00001070293,0.00005448175,0.003307655],"study_design_scores_gemma":[0.001135628,0.0002186102,0.001303971,0.000190886,0.00004939616,0.000004537606,0.00007383268,0.008044287,0.9880892,0.00001236561,0.0006654041,0.0002118887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996518,0.0001503053,0.001846913,0.00001672687,0.00007510886,0.001041461,0.0000256074,0.0001152079,0.0002106613],"genre_scores_gemma":[0.9821273,0.000006923992,0.01757159,0.000006076271,0.000006864527,0.00003352562,0.0000532372,0.000039302,0.0001551717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572467,"threshold_uncertainty_score":0.6435055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012936838127866,"score_gpt":0.2047749123215708,"score_spread":0.1918380741937048,"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."}}