{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009174048,0.00009841711,0.0001618387,0.00004213129,0.00005783316,0.00004351333,0.0001081587,0.0000686487,0.00008682636],"category_scores_gemma":[0.00001324639,0.00009683904,0.00002127075,0.0001949044,0.0000163283,0.00009959138,0.0001115914,0.00005513727,0.00004449142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001684254,"about_ca_system_score_gemma":0.00002386621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002848606,"about_ca_topic_score_gemma":5.285073e-7,"domain_scores_codex":[0.9992591,0.00001786619,0.0002191915,0.000217723,0.000157048,0.0001291217],"domain_scores_gemma":[0.9994258,0.00004236016,0.0001399893,0.0002206717,0.0001273706,0.000043833],"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":[0.000009319401,0.00001213577,0.00001160481,0.00003243714,0.000003902066,7.904157e-7,0.00007951476,0.000005833491,0.9275546,0.07101094,0.000006820836,0.001272075],"study_design_scores_gemma":[0.0001601098,0.00001836416,0.0002012418,0.00001376555,0.0000174787,0.000008337328,0.00002182075,0.0008872261,0.9947525,0.003431954,0.0003823101,0.0001048629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685814,0.0001094004,0.03030739,0.00008672319,0.0001618791,0.0001633259,0.00001897198,0.000063316,0.0005076289],"genre_scores_gemma":[0.9915118,0.00004786965,0.008016679,0.0001393444,0.00003782887,0.00001007006,0.0001353371,0.00001181465,0.00008921718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06757899,"threshold_uncertainty_score":0.3948982,"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."}}