{"id":"W2604515197","doi":"10.1063/1.4979890","title":"Rapid mechanochemical synthesis of amorphous alloys","year":2017,"lang":"en","type":"article","venue":"AIP Advances","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ball mill; Materials science; Amorphous solid; Amorphous metal; Metallurgy; Microstructure; Chemical engineering; Alloy; Crystallography; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420167,0.0002951934,0.0003255388,0.0003322208,0.0002561043,0.0002313767,0.0003235568,0.0002032806,0.002310342],"category_scores_gemma":[0.000178258,0.0002528305,0.0002160192,0.0002462082,0.0001908217,0.0002390241,0.0003436096,0.0006313301,0.0009137074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161143,"about_ca_system_score_gemma":0.0002169921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002611017,"about_ca_topic_score_gemma":0.001235042,"domain_scores_codex":[0.9998456,0.000008824417,0.00001321516,0.00003016153,0.00008287895,0.00001930758],"domain_scores_gemma":[0.9999219,0.0000136715,0.00001383524,0.00002238001,0.00001983728,0.000008391962],"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":[0.00001157667,0.00001141522,0.00006663115,0.0001479126,0.000004953645,0.00006051846,0.00002076255,0.0001664392,0.9893611,0.001343905,0.0002216591,0.008583152],"study_design_scores_gemma":[0.00001127718,0.0001202921,0.0007208443,0.00001568952,0.000008043581,0.0001866354,0.00001540003,0.0009414596,0.9787257,0.0003692164,0.01887728,0.000008034143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7104993,0.01513445,0.2276545,0.0004273727,0.0009038274,0.000742673,0.001510515,0.001747033,0.04138035],"genre_scores_gemma":[0.8390407,0.006429473,0.1376594,0.0001623524,0.0001319399,0.0004099446,0.001073721,0.0002725932,0.01481985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002310342,"threshold_uncertainty_score":0.007728815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228752805966276,"score_gpt":0.2284164148421756,"score_spread":0.2161288867825129,"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."}}