{"id":"W2022483811","doi":"10.1520/jai12037","title":"Notch-Root Elastic-Plastic Strain-Stress in Particulate Metal Matrix Composites Subjected to General Loading Conditions","year":2005,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Plasticity; Composite material; Linear elasticity; Stress (linguistics); Matrix (chemical analysis); Finite element method; Stress–strain curve; Structural engineering; Deformation (meteorology); 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":[0.0003390704,0.00025026,0.0001776228,0.0004846141,0.0001853174,0.000191101,0.0002671563,0.0003624207,0.0006558219],"category_scores_gemma":[0.0008173742,0.0001867815,0.0001689886,0.0002379295,0.000554183,0.000246613,0.0002086595,0.0001756747,0.00009989031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672618,"about_ca_system_score_gemma":0.0002186399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002779135,"about_ca_topic_score_gemma":0.003968402,"domain_scores_codex":[0.9999009,0.00001810838,0.000004519562,0.00002099901,0.00004077961,0.00001463678],"domain_scores_gemma":[0.9997907,0.0001006728,0.0000440429,0.00002223261,0.0000315677,0.00001066629],"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":[0.0004724557,0.0001193297,0.01406045,0.0001139697,0.00002183376,0.000798167,0.0003668516,0.6359446,0.3236784,0.002784869,0.0001497369,0.0214894],"study_design_scores_gemma":[0.00001076479,0.0001591404,0.02088549,0.00001004398,0.00001290005,0.0002216679,0.0001574213,0.9122733,0.06467444,0.001371571,0.0002072457,0.00001599309],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812862,0.00006198728,0.01757941,0.00002214953,0.000003082109,0.00001094219,0.0000338439,0.00004951681,0.0009530285],"genre_scores_gemma":[0.998567,0.00002575748,0.001129451,0.00000230166,0.000001002616,0.000005166162,0.00001263272,0.000003184978,0.0002535559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002779135,"threshold_uncertainty_score":0.005525887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008265241597846392,"score_gpt":0.2554807114340279,"score_spread":0.2472154698361815,"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."}}