{"id":"W2735874594","doi":"10.1115/1.4037273","title":"Failure Modes in Hybrid Titanium Composite Laminates","year":2017,"lang":"en","type":"article","venue":"Journal of Engineering Materials and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Fibre-reinforced plastic; Titanium; Delamination (geology); Durability; Composite laminates; Composite number; Ultimate tensile strength; Toughness; Adhesive; Failure mode and effects analysis; Layer (electronics); Metallurgy","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":[0.0001486103,0.0001272007,0.0003331669,0.0002765675,0.00003441054,0.00009679532,0.0003023904,0.0001087308,0.00001505779],"category_scores_gemma":[0.00005288675,0.0001166998,0.00002255874,0.00003990406,0.00003222076,0.0001705217,0.00007472847,0.000186911,0.000002495543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346484,"about_ca_system_score_gemma":0.000003965189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002246658,"about_ca_topic_score_gemma":9.755606e-7,"domain_scores_codex":[0.9993595,0.000004722155,0.0003189765,0.00007246411,0.00007010685,0.0001742657],"domain_scores_gemma":[0.9996027,0.00002068847,0.00009700719,0.0001977257,0.0000403566,0.00004152493],"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":[0.000003530033,0.000008554858,0.0004928217,0.00005139206,0.00001563072,0.00009395511,0.00000429352,0.0008042375,0.9963636,0.001698489,0.00002873587,0.0004347927],"study_design_scores_gemma":[0.0003581976,0.00007091615,0.006480421,0.0001747693,0.00001671131,0.0003207029,0.00000744198,0.002183043,0.9890642,0.0008352295,0.000341904,0.0001464563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976917,0.0003218022,0.001240499,0.00023643,0.0003439427,0.00004471751,0.000005259667,0.00008651362,0.00002917406],"genre_scores_gemma":[0.993366,0.000126407,0.006419751,0.000001850468,0.00005605917,0.000002726901,5.243647e-7,0.0000227991,0.000003866664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007299361,"threshold_uncertainty_score":0.475888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005656294505880858,"score_gpt":0.2042463122981741,"score_spread":0.1985900177922932,"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."}}