{"id":"W4386385390","doi":"10.1016/j.apm.2023.08.047","title":"Hybrid influences of interphase and grain-size on material responses of CNT-reinforced metal matrix composites","year":2023,"lang":"en","type":"article","venue":"Applied Mathematical Modelling","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Interphase; Composite material; Grain size; Microstructure; Volume fraction; Strain energy; Stress (linguistics); Matrix (chemical analysis); Phase (matter); Micromechanics; Finite element method; Structural engineering; Composite number","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":[0.0001105617,0.000183621,0.0001281189,0.0001699889,0.0001085312,0.000229438,0.0001590908,0.0002217764,0.001206428],"category_scores_gemma":[0.0004236018,0.0001195998,0.000137441,0.0001073713,0.000174843,0.0002207244,0.0001323827,0.0001174335,0.0001296547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824021,"about_ca_system_score_gemma":0.0001345294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070283,"about_ca_topic_score_gemma":0.001825791,"domain_scores_codex":[0.9999561,0.000006737564,0.000001546715,0.000009727588,0.00001411678,0.00001183314],"domain_scores_gemma":[0.9997413,0.0001638286,0.00003977749,0.00001148018,0.00002976141,0.00001381098],"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":[0.0002619642,0.0000746368,0.000875463,0.00008597167,0.0000125134,0.0001316541,0.00005324649,0.1668637,0.8261385,0.001076241,0.00007652841,0.004349637],"study_design_scores_gemma":[0.000007352092,0.00007962425,0.003344436,0.000005717172,0.00001272021,0.0000300709,0.00003424949,0.7545924,0.241322,0.0003380313,0.0002189069,0.00001443195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922789,0.0001331328,0.005761781,0.00002746711,0.00001004906,0.000004300633,0.00002932851,0.00004132979,0.001713711],"genre_scores_gemma":[0.9992294,0.0000452826,0.0003622563,0.000002683741,0.000001434805,0.000002190965,0.000007503387,0.000006321281,0.0003428897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001206428,"threshold_uncertainty_score":0.00403589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052198993137681,"score_gpt":0.2406675229272295,"score_spread":0.2201455329958527,"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."}}