{"id":"W4386034280","doi":"10.1016/j.matpr.2023.08.202","title":"Characterization of an eco-friendly rubber composite material based on Sansevieria cylindrica fibers","year":2023,"lang":"en","type":"article","venue":"Materials Today Proceedings","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Composite material; Materials science; Natural rubber; Composite number; Fiber; Breakage; Shore durometer; Ultimate tensile strength; Reinforcement","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007898077,0.000463735,0.0006975523,0.0004092235,0.0002269866,0.0005107731,0.0006894777,0.00024777,0.002000968],"category_scores_gemma":[0.00006338691,0.0004155098,0.0000945733,0.0006493732,0.000136981,0.0008974207,0.0001798571,0.0001085288,0.0006549448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008642766,"about_ca_system_score_gemma":0.00005453076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003199489,"about_ca_topic_score_gemma":4.798573e-7,"domain_scores_codex":[0.9969158,0.00007198349,0.0009309086,0.0007230446,0.0006748976,0.0006833979],"domain_scores_gemma":[0.9985159,0.00005427966,0.0005946846,0.0003713784,0.0002690732,0.0001946727],"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":[0.0007822801,0.00005210066,0.00003306476,0.0002458667,0.00000926645,0.000007803969,0.0002472125,0.00005764265,0.9977297,0.0004159081,0.0002244828,0.0001946678],"study_design_scores_gemma":[0.0006374409,0.0005335123,0.002256883,0.0001967166,0.0000352989,0.00001092964,0.00002358759,0.0006619825,0.9937491,0.0001501902,0.001281278,0.0004631162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948497,0.000001708286,0.00001766748,0.0002563912,0.00204669,0.0007119662,0.0005785142,0.0006967307,0.0008405951],"genre_scores_gemma":[0.9958223,0.000006002457,0.002082783,0.0002609423,0.0004234799,0.000101858,0.0009363244,0.00009594152,0.0002703577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00398064,"threshold_uncertainty_score":0.9998296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009364398138481826,"score_gpt":0.2373602958571098,"score_spread":0.2279958977186279,"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."}}