{"id":"W2029190403","doi":"10.1002/app.40350","title":"Nylon‐coated ultra high molecular weight polyethylene fabric for enhanced penetration resistance","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Penetration (warfare); Nylon 6; Polyethylene; Coating; Impact resistance; Fiber; Ultra-high-molecular-weight polyethylene; Nylon 66; Polymer","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":[0.0005825983,0.0001727244,0.0002725822,0.0002276204,0.0001196849,0.00009516831,0.0006545121,0.00007136177,0.00002597276],"category_scores_gemma":[0.00002483811,0.0001560946,0.00008318951,0.000592691,0.0001130434,0.0002623673,0.00001815534,0.0001911676,0.000009438048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007840226,"about_ca_system_score_gemma":0.00006588297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001307332,"about_ca_topic_score_gemma":0.000001370169,"domain_scores_codex":[0.9982919,0.0000133628,0.0004981256,0.000210078,0.0006182974,0.0003682183],"domain_scores_gemma":[0.9990376,0.0001109392,0.0002048539,0.0002730547,0.0001613056,0.0002122032],"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":[0.00004759319,0.00001770124,0.000001999392,0.00001492567,0.000008116546,0.000001089769,0.00004786991,0.0003028509,0.9826615,0.01389696,0.00006903791,0.002930306],"study_design_scores_gemma":[0.000481171,0.00008824155,0.000189833,0.00003003998,0.00003148953,0.000005386551,0.000007512514,0.0008606337,0.9965299,0.001329497,0.0002596312,0.0001866635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7972549,0.000528151,0.1983676,0.0001595237,0.0005279486,0.0001560338,0.000002719343,0.00006181203,0.002941281],"genre_scores_gemma":[0.9898965,0.00001869916,0.009779927,0.00009678161,0.0001235898,0.00001211741,0.000001232964,0.00002475034,0.00004639788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1926416,"threshold_uncertainty_score":0.6365352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942858319593513,"score_gpt":0.21338279036135,"score_spread":0.2084399320417565,"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."}}