{"id":"W4386401496","doi":"10.1016/j.compositesa.2023.107774","title":"Interlaminar Response of LSI-Produced C/SiC Ceramic Matrix Composites: Experiments and Modelling","year":2023,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agenzia Spaziale Italiana; CMC Microsystems","keywords":"Materials science; Composite material; Delamination (geology); Bridging (networking); Ceramic matrix composite; Composite number; Experimental data; Bending; Silicon carbide; Ceramic; Fiber pull-out; Composite laminates; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007164819,0.000283171,0.00036612,0.0004496903,0.0002912869,0.0001580026,0.0004105195,0.00007035107,0.000008678854],"category_scores_gemma":[0.00001062783,0.0002845917,0.0000390377,0.0004042173,0.0003307249,0.0002580735,0.0003689379,0.0001869524,0.00002553958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006718006,"about_ca_system_score_gemma":0.00002092984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005106721,"about_ca_topic_score_gemma":3.560705e-7,"domain_scores_codex":[0.9980617,0.00002540385,0.0003974368,0.0005383163,0.0004569633,0.0005202118],"domain_scores_gemma":[0.9990728,0.0002052711,0.00006632663,0.0004053315,0.00004201672,0.0002082017],"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":[0.00009902166,0.00001782604,0.0001021275,0.00008764636,0.00001250777,0.000005858069,0.0007155724,0.01352249,0.9840894,0.0003075832,0.00003777751,0.001002179],"study_design_scores_gemma":[0.0002973477,0.0000663445,0.001041268,0.0000773946,0.00002266701,0.00001131454,0.0001580843,0.1257504,0.8719767,0.0001852131,0.0001448212,0.0002684617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958614,0.0003257862,0.002623344,0.00003544988,0.0001756685,0.0003592278,0.000006100485,0.000409073,0.0002039653],"genre_scores_gemma":[0.997182,0.00007910853,0.002573079,0.00001893597,0.00003120001,0.00004197366,0.000006455767,0.0000357112,0.0000315747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122279,"threshold_uncertainty_score":0.9999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805588966834317,"score_gpt":0.2680854595472272,"score_spread":0.2400295698788841,"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."}}