{"id":"W1601201702","doi":"10.1002/9781118663547.ch137","title":"The Manufacture of a Novel Alloy through the Use of Mechanical Alloying and Sintering of Tungsten and Manganese Metal Powders","year":2013,"lang":"en","type":"other","venue":"","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Tungsten; Metallurgy; Materials science; Manganese; Sintering; Alloy; Metal","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":[0.00004283983,0.0001872475,0.0003450758,0.00002533379,0.000017565,0.00002413995,0.0001356168,0.0001094063,0.00008937399],"category_scores_gemma":[0.000009212662,0.00009759046,0.00005199924,0.00002426027,0.0001009156,0.00006698522,0.0001233236,0.00008257224,3.279076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003873652,"about_ca_system_score_gemma":0.000002434862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003463839,"about_ca_topic_score_gemma":0.00007713525,"domain_scores_codex":[0.9994148,0.00001274584,0.0002355001,0.0001175495,0.00009764322,0.0001217341],"domain_scores_gemma":[0.9995095,0.0001193381,0.0001141335,0.0002232665,0.000014647,0.0000191245],"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":[0.00003060257,0.00002739203,0.000005193802,0.001033105,0.0007442683,0.000001464368,0.0004652423,0.001562179,0.9858436,0.005656066,0.003616506,0.001014407],"study_design_scores_gemma":[0.002478348,0.0003749775,0.0002775283,0.00226884,0.001006635,0.000141815,0.002293301,0.02117232,0.6932377,0.001237533,0.2739127,0.001598303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806554,0.02256627,0.1046306,0.0005756484,0.00202409,0.004130333,0.0005318229,0.0007813274,0.05820598],"genre_scores_gemma":[0.9065268,0.004422994,0.04744429,0.00008574869,0.0001271416,0.00004013659,0.00001317512,0.0006168609,0.04072282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926059,"threshold_uncertainty_score":0.3979624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131159054488569,"score_gpt":0.2154803145822789,"score_spread":0.1941687240373932,"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."}}