{"id":"W2888603924","doi":"10.1177/0021998318796177","title":"Characterization of aluminum/alumina/TiC hybrid composites in 3D produced by anodizing and accumulating roll bonding process using synchrotron radiation tomography","year":2018,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Composite material; Accumulative roll bonding; Composite number; Synchrotron radiation; Toughness; Aluminium; Homogeneity (statistics); Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000222934,0.000203522,0.000142863,0.0004679213,0.0002386887,0.0003817082,0.0001605963,0.0003422233,0.0007674452],"category_scores_gemma":[0.0001938642,0.0002658485,0.0002167213,0.0003550735,0.0002230401,0.0001895672,0.00009874426,0.0002760073,0.0001503417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203621,"about_ca_system_score_gemma":0.0001727828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636045,"about_ca_topic_score_gemma":0.004195282,"domain_scores_codex":[0.9998846,0.000008189474,0.000007879948,0.00002664547,0.00005721939,0.00001543459],"domain_scores_gemma":[0.9997682,0.00004923507,0.00007525085,0.00002333903,0.00006642308,0.00001759293],"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":[0.00001722312,0.000005267384,0.0004276211,0.00001479234,0.00000223525,0.00005221712,0.00004939882,0.0003874747,0.9983922,0.00003708105,0.00001366444,0.0006006908],"study_design_scores_gemma":[0.00000708066,0.00008656452,0.01799497,0.000004579053,0.00002238284,0.0001900114,0.00012839,0.00730476,0.9733065,0.00004213776,0.0008970312,0.00001561981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923535,0.0001531367,0.005991252,0.00001836172,0.000006540637,0.00001614618,0.000272323,0.0001818739,0.001006862],"genre_scores_gemma":[0.9846565,0.0001224757,0.01410089,0.00001772034,0.000003431312,0.00003003341,0.0001841451,0.00005099753,0.0008337462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001636045,"threshold_uncertainty_score":0.003252983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034435486443009,"score_gpt":0.2351366690421064,"score_spread":0.2247923141776763,"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."}}