{"id":"W4404459784","doi":"10.1016/j.jcomc.2024.100540","title":"Synthesis and characterization of UHMWPE composite fabrics treated with bis-diazirine crosslinker and silica/PEG shear thickening fluid","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Dilatant; Diazirine; Composite number; Thickening; PEG ratio; Composite material; Materials science; Shear (geology); Chemical engineering; Polymer chemistry; Polymer science; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199201,0.0003909242,0.000177854,0.0003029093,0.0001545152,0.0001476524,0.0000961707,0.0002071125,0.0004900591],"category_scores_gemma":[0.0001711089,0.0001170115,0.0002151639,0.0001998916,0.0001682536,0.0001934416,0.00008657853,0.000269188,0.0001512884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237173,"about_ca_system_score_gemma":0.00009536789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595222,"about_ca_topic_score_gemma":0.0006339675,"domain_scores_codex":[0.9999058,0.000008068579,0.000008511372,0.0000295967,0.00003051949,0.00001757697],"domain_scores_gemma":[0.9998212,0.00003012995,0.00007267973,0.00001621325,0.00003620563,0.00002348773],"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":[0.00001276367,0.000005035352,0.00008343186,0.00001547259,0.000001207754,0.00001297477,0.000008117248,0.00003411875,0.9994405,0.000006533149,0.000001636971,0.0003782088],"study_design_scores_gemma":[0.00000147858,0.00009897941,0.003735533,0.000002246054,0.000005736112,0.00004906967,0.00001066543,0.0002130685,0.99557,0.000006671301,0.00030423,0.000002365663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937027,0.0004499827,0.005062515,0.00001201788,0.00001202788,0.00002247541,0.0002276934,0.00003919089,0.0004712881],"genre_scores_gemma":[0.9838147,0.0005756696,0.01362062,0.00002212889,0.000008708897,0.00005363761,0.000343702,0.0000400613,0.001520902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004900591,"threshold_uncertainty_score":0.001639426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052000499150962,"score_gpt":0.2786081843769152,"score_spread":0.2580881793854056,"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."}}