{"id":"W2934671352","doi":"10.1515/rams-2018-0022","title":"Manufacturing of the Aluminum Metal-Matrix Composite Reinforced with Micro- and Nanoparticles of Tio<sub>2</sub> Through Accumulative Roll Bonding Process (Arb)","year":2018,"lang":"en","type":"article","venue":"REVIEWS ON ADVANCED MATERIALS SCIENCE","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Accumulative roll bonding; Materials science; Composite material; Composite number; Ultimate tensile strength; Scanning electron microscope; Nanoparticle; Aluminium; Severe plastic deformation; Dispersion (optics); Microstructure; Nanotechnology","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":[0.0004962192,0.0002593915,0.0005760567,0.00007420664,0.0001900156,0.00005712749,0.0004586735,0.00003389341,0.000006945775],"category_scores_gemma":[0.00006703247,0.0001586123,0.0000439929,0.0003967238,0.0009144147,0.0007963122,0.0001446188,0.00006834933,0.00001092663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000580344,"about_ca_system_score_gemma":0.00003164096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003162185,"about_ca_topic_score_gemma":0.000001672202,"domain_scores_codex":[0.9983646,0.00005941822,0.0005936792,0.0003166396,0.00032864,0.0003369873],"domain_scores_gemma":[0.9989712,0.00004950312,0.0003601031,0.0004415791,0.0001252751,0.00005240372],"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":[0.00006137569,0.000007298736,0.00001799565,0.0005177226,0.00001209076,3.907165e-7,0.0007682047,0.00452464,0.9933497,0.0001937618,0.000001567325,0.0005452407],"study_design_scores_gemma":[0.0002599061,0.0001477381,0.0003490306,0.001139502,0.00003536306,0.00001045911,0.00005033143,0.0003543628,0.9972365,0.0001108459,0.00010488,0.0002010857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997294,0.001333859,0.0001915353,0.00001654965,0.0001792435,0.000757104,0.000008250106,0.00005586247,0.0001636157],"genre_scores_gemma":[0.994292,0.0004629491,0.005110471,0.00002893704,0.00002379743,0.00003635542,7.997043e-7,0.00002643359,0.00001829149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004918935,"threshold_uncertainty_score":0.6468019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687530863056113,"score_gpt":0.2667158804608285,"score_spread":0.2498405718302674,"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."}}