{"id":"W2884534215","doi":"10.3390/icem18-05438","title":"Sensitivity Analysis of Fiber-Matrix Interface Parameters in an SMC Composite Damage Model","year":2018,"lang":"en","type":"article","venue":"","topic":"Composite Material Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Materials science; Composite material; Microscale chemistry; Thermosetting polymer; Stiffness; Weibull distribution; Isotropy; Anisotropy; Composite number; Glass fiber; Homogenization (climate); Fiber-reinforced composite; Sheet moulding compound; Mathematics; Optics","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":[0.0001830767,0.0001405932,0.0003405388,0.0002757371,0.00001499915,0.00003266369,0.0001171107,0.00006435336,0.00006989591],"category_scores_gemma":[0.000006260154,0.0001481733,0.00006762982,0.0005647169,0.0000293197,0.0001527992,0.00007694853,0.00007432644,0.00002348588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006170569,"about_ca_system_score_gemma":0.000004738965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002053529,"about_ca_topic_score_gemma":0.001028235,"domain_scores_codex":[0.9992119,0.00005712413,0.0002605875,0.0001791364,0.0001038476,0.0001873806],"domain_scores_gemma":[0.9994336,0.00004708446,0.00003051449,0.0003818086,0.00004747108,0.00005955427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001764953,0.00001964561,0.0001820391,0.00001237589,0.00008712991,0.000002012533,0.0002309962,0.615689,0.3835274,0.00005476227,0.00000918799,0.0001678018],"study_design_scores_gemma":[0.00009452446,0.00003626481,0.0008387571,0.000009564584,0.0001000018,5.70225e-7,0.00001693368,0.7411109,0.2576362,0.00003610647,0.00000382483,0.0001163798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9233669,0.000006095487,0.07574712,0.00000719979,0.00009527802,0.00008291917,0.0000290819,0.0001506266,0.0005147926],"genre_scores_gemma":[0.9823489,0.00000159236,0.01755529,0.00001040796,0.00001073445,0.00000109958,0.00001281487,0.00002110522,0.00003810943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258913,"threshold_uncertainty_score":0.604233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494356207812095,"score_gpt":0.2648913246330182,"score_spread":0.2499477625548972,"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."}}