{"id":"W2617436863","doi":"10.1007/s10853-017-1203-6","title":"Mechanical testing of directionally solidified eutectic ceramics (DSECs): specific problems and limitations","year":2017,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Eutectic system; Composite material; Ultimate tensile strength; Microstructure; Ceramic; Fracture mechanics; Tensile testing; Grinding","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":[0.003939249,0.0001903331,0.0005375277,0.0002079893,0.0007967275,0.000759343,0.001083646,0.00007166159,0.0001196689],"category_scores_gemma":[0.004303783,0.0001564118,0.00004864849,0.0001577824,0.001085524,0.001441042,0.0003177007,0.00009960061,0.00001379256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001004514,"about_ca_system_score_gemma":0.0002338794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003223053,"about_ca_topic_score_gemma":0.000006963016,"domain_scores_codex":[0.9973309,0.0001241828,0.001045696,0.0003434166,0.0007694414,0.0003863296],"domain_scores_gemma":[0.9957151,0.0005422934,0.002234656,0.000500997,0.0008387626,0.0001681263],"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":[0.0000617898,0.00005319246,0.00004613901,0.00005669489,0.00000485806,0.000007927722,0.0001885488,0.0001716646,0.9963688,0.001321522,0.000007037663,0.001711819],"study_design_scores_gemma":[0.0003301713,0.0001923809,0.005745502,0.0002123512,0.00002362261,0.0003170148,0.00007559243,0.00008235205,0.9846552,0.008044952,0.0001560551,0.0001648052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994072,0.00006692897,0.002438701,0.0002603258,0.002398214,0.0001682474,0.00002488824,0.00002274475,0.0005479358],"genre_scores_gemma":[0.949164,0.0001366604,0.05035559,0.00001827727,0.0002764492,0.000004945162,2.460397e-7,0.00001825314,0.00002561367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791689,"threshold_uncertainty_score":0.7322362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09095870632058548,"score_gpt":0.2883420296366034,"score_spread":0.197383323316018,"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."}}