{"id":"W3178817329","doi":"10.1177/00219983211031637","title":"The micro/macro mechanical approach of reinforced braid composite used in tribology","year":2021,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Composite number; Lubricant; Tribology; Abrasion (mechanical); Epoxy; Polytetrafluoroethylene; Kevlar; Shear strength (soil); Glass fiber","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007648359,0.0001356345,0.0006817199,0.0001366472,0.00005246157,0.00004407249,0.0002822259,0.0001502474,0.00005374611],"category_scores_gemma":[0.00003550159,0.000100902,0.0001636722,0.0002296893,0.00006052345,0.00008319042,0.00005726208,0.0002201414,0.000005163329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003535485,"about_ca_system_score_gemma":0.00003594682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005889229,"about_ca_topic_score_gemma":0.000003711303,"domain_scores_codex":[0.9982516,0.0002988776,0.0009814855,0.00008915682,0.0001577229,0.0002212001],"domain_scores_gemma":[0.9990929,0.0002530517,0.0002677826,0.0002042759,0.0001280644,0.00005395907],"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":[0.0001987251,0.00002854443,0.0002936651,0.00003523969,0.0002429846,0.00005369174,0.0001218317,0.007053616,0.9914159,0.0003863184,0.00008904973,0.00008043867],"study_design_scores_gemma":[0.0010286,0.00005222993,0.002451855,0.00004013547,0.00008828801,0.0002754125,0.00003878789,0.000717641,0.99452,0.0001883919,0.0005005438,0.00009812818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932966,0.0008048302,0.004944309,0.0002120818,0.0005137816,0.00005994914,0.00001227737,0.00001450684,0.0001417302],"genre_scores_gemma":[0.9972277,0.0002734151,0.002286467,0.00004314345,0.00009654029,0.000001621597,0.00001240878,0.00001646685,0.00004224196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006335975,"threshold_uncertainty_score":0.4114666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009181234529000921,"score_gpt":0.2265296861009778,"score_spread":0.2173484515719769,"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."}}