{"id":"W2972346174","doi":"10.3390/applmech2040040","title":"Fabrication and Characterization of Bio-Epoxy Eggshell Composites","year":2021,"lang":"en","type":"article","venue":"Applied Mechanics","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Stearic acid; Epoxy; Materials science; Composite material; Ultimate tensile strength; Flexural strength; Eggshell; Composite number; Filler (materials); Crystallinity; Coating","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001956488,0.0003419211,0.0001978853,0.0003024098,0.0001607695,0.0002040184,0.0001439182,0.0002660336,0.0006546383],"category_scores_gemma":[0.0002440908,0.0001575756,0.0001885893,0.0001884106,0.0001436833,0.0001998324,0.0001453469,0.0002940665,0.0002693903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009740375,"about_ca_system_score_gemma":0.0001187136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003594452,"about_ca_topic_score_gemma":0.001215776,"domain_scores_codex":[0.9998635,0.000009176447,0.0000130347,0.00003240081,0.00006478002,0.00001721437],"domain_scores_gemma":[0.9997868,0.00004110409,0.00005356854,0.00001996497,0.00007517478,0.000023455],"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":[0.000005677429,0.000005685546,0.000103642,0.0000225481,8.934554e-7,0.00003600373,0.00001295271,0.00004987794,0.9992201,0.00001183338,0.000003292899,0.0005274065],"study_design_scores_gemma":[0.000001193853,0.00008684942,0.003962895,0.000003200148,0.000006094815,0.0001005392,0.000030432,0.0003264025,0.9946091,0.00000980289,0.000859395,0.000004170661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843519,0.0006808396,0.01290089,0.00002398485,0.00002524632,0.00008395664,0.0002238329,0.00006430767,0.001645051],"genre_scores_gemma":[0.9629118,0.0008718987,0.03151805,0.00003819088,0.000008033586,0.0001217327,0.0004155101,0.00006213995,0.004052589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006546383,"threshold_uncertainty_score":0.002189994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008497692050376685,"score_gpt":0.2126783233404074,"score_spread":0.2041806312900307,"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."}}