{"id":"W4387624683","doi":"10.2139/ssrn.4600319","title":"Computational and Experimental Analysis of Mode I Tensile Response of an Alumina Ceramic: A Study of Fracture Patterns and Tensile Strength","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Ultimate tensile strength; Materials science; Composite material; Ceramic; Fracture (geology); Mode (computer interface); Alumina ceramic; Structural engineering; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734647,0.0003448636,0.0004062415,0.000346647,0.0004380304,0.0004697355,0.0009948332,0.001047685,0.003766967],"category_scores_gemma":[0.001204924,0.0003014958,0.00057202,0.0003835074,0.0006017943,0.000399888,0.000311874,0.0004740016,0.000288984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868775,"about_ca_system_score_gemma":0.0005439532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149458,"about_ca_topic_score_gemma":0.003300291,"domain_scores_codex":[0.9999205,0.00001282505,0.000003743111,0.00002004809,0.00002394916,0.00001902789],"domain_scores_gemma":[0.9992392,0.0004755467,0.00007198594,0.00007897028,0.0001093423,0.00002501886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000261377,0.0001966003,0.004162409,0.0002458833,0.00003361183,0.0002418841,0.0000898845,0.9568632,0.02769578,0.002964854,0.0008543047,0.006390251],"study_design_scores_gemma":[0.00000974776,0.00004965887,0.001888227,0.000003388351,0.000005879164,0.00003091882,0.00003684876,0.9943798,0.003119514,0.000345332,0.0001228449,0.000007928206],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815488,0.0001207726,0.01038708,0.0001822473,0.0000233156,0.00001993243,0.0004741553,0.0001995354,0.007044218],"genre_scores_gemma":[0.9966163,0.00004017755,0.002300306,0.0000159191,0.000008034705,0.00001959241,0.0001514509,0.0000304018,0.0008176832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004149458,"threshold_uncertainty_score":0.01260173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392178443805783,"score_gpt":0.3036833340845868,"score_spread":0.2897615496465289,"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."}}