{"id":"W4280582867","doi":"10.18280/rcma.320202","title":"Effect of Size and Volume on the Breaking Properties of Fragile Materials: The Case of Laminate for Orthopedic Acrylic Glass-Perlon Use","year":2022,"lang":"en","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Weibull distribution; Weibull modulus; Traction (geology); Modulus; Bending; Stress (linguistics); Composite number; Flexural strength; Mathematics; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009153737,0.0002624954,0.0006577776,0.00009247562,0.0002480915,0.00008100863,0.0003136224,0.00004445566,0.00009868146],"category_scores_gemma":[0.0002628599,0.0001484235,0.0001484107,0.0001870014,0.0002693669,0.0001440897,0.0002076349,0.0001165381,0.00000130176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004891676,"about_ca_system_score_gemma":0.000008134485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001891716,"about_ca_topic_score_gemma":0.00002280644,"domain_scores_codex":[0.9983324,0.0005137355,0.0005642352,0.0001982714,0.0001582536,0.0002331296],"domain_scores_gemma":[0.9975384,0.00162748,0.0002697922,0.0004241026,0.0001075308,0.00003270513],"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":[0.0004127861,0.00002359082,0.0004868628,0.003242282,0.0002628862,0.00002641184,0.001279228,0.03804718,0.9532938,0.000472173,0.00004737979,0.002405432],"study_design_scores_gemma":[0.0006325591,0.0009551032,0.001867102,0.000589876,0.0004088309,0.0007512337,0.0001785986,0.03959528,0.9540691,0.0002235987,0.0004398147,0.0002888929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976628,0.0007032756,0.0002712451,0.00006131324,0.0001830492,0.0007669385,0.0002614714,0.00005489801,0.0000350498],"genre_scores_gemma":[0.9983853,0.00006696489,0.001196807,0.00001716326,0.00004360314,0.0001488079,0.00001395684,0.00005369872,0.00007372474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002652406,"threshold_uncertainty_score":0.6052535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083038130365245,"score_gpt":0.2457378818495269,"score_spread":0.2149075005458745,"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."}}