{"id":"W2938943451","doi":"10.1149/2.0851906jes","title":"Ball Milled Si-W Alloys: Part I. Microstructural and Phase Evolution during Ball Milling","year":2019,"lang":"en","type":"article","venue":"Journal of The Electrochemical Society","topic":"Semiconductor materials and interfaces","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ball mill; Materials science; Microstructure; Ball (mathematics); Metallurgy; Alloy; Tungsten; Silicon; Chemical engineering; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001268492,0.0001364005,0.0002363994,0.000008001544,0.00009138598,0.00005791679,0.0002061893,0.00005727979,0.0002661521],"category_scores_gemma":[0.000007798863,0.00008700968,0.0002966346,0.00005353182,0.00004620107,0.0001406698,0.00006736699,0.0002940475,0.00000321399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007971448,"about_ca_system_score_gemma":0.000035402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000110255,"about_ca_topic_score_gemma":1.384174e-7,"domain_scores_codex":[0.9991343,0.00002871516,0.0003153147,0.0001278487,0.0001501413,0.0002436606],"domain_scores_gemma":[0.9994334,0.00002787296,0.0002888498,0.0001059738,0.0000788965,0.00006502339],"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":[0.00006001871,0.00003078697,0.003829938,0.00001378939,0.0001232008,7.806108e-8,0.0001756918,0.000001454109,0.9952632,0.00005644863,0.0004122734,0.00003313774],"study_design_scores_gemma":[0.001490142,0.00008015628,0.0005266679,0.00006296469,0.00004923548,0.00002041047,0.000240772,0.0001601629,0.9955445,0.000755285,0.0009467577,0.000122939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986461,0.0005083909,0.0001091359,0.0001839554,0.0003976605,0.00008443528,0.000005555497,0.000005332037,0.000059438],"genre_scores_gemma":[0.9986175,0.00002574473,0.0004590268,0.00007027335,0.0006585125,8.822439e-7,0.00000237863,0.00001200942,0.0001536834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003303271,"threshold_uncertainty_score":0.3548152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005470154185688119,"score_gpt":0.2226768872571634,"score_spread":0.2172067330714753,"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."}}