{"id":"W3121581982","doi":"10.20944/preprints201805.0005.v1","title":"Structure and Properties of High-Hardness Silicide Coatings on Cemented Carbides for High Temperature Applications","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hyperion Technologies (Canada)","funders":"Engineering and Physical Sciences Research Council; Imperial College London","keywords":"Materials science; Coating; Silicide; Tungsten; Nanoindentation; Carbide; Metallurgy; Tungsten carbide; Cermet; Layer (electronics); Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007119346,0.0001625464,0.0001305409,0.000323275,0.0001728026,0.000317359,0.0002182912,0.0002575107,0.000786316],"category_scores_gemma":[0.0001771095,0.0001395328,0.0001386298,0.0002244393,0.0002418917,0.0001338433,0.0001034104,0.0001601642,0.0001513414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756024,"about_ca_system_score_gemma":0.0001563117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189454,"about_ca_topic_score_gemma":0.00202666,"domain_scores_codex":[0.9999113,0.000003102036,0.000002474896,0.00001493572,0.0000542758,0.000013907],"domain_scores_gemma":[0.9999092,0.00001407896,0.00002011792,0.00001039298,0.00003380983,0.00001236419],"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":[0.00003335267,0.000006095862,0.000699048,0.00002842648,0.000003337445,0.00005546469,0.00003106291,0.0005145668,0.9976034,0.0001015825,0.00004664724,0.0008770615],"study_design_scores_gemma":[0.00001298773,0.000182659,0.03308564,0.000004984272,0.00001274061,0.0001935232,0.00006246686,0.006125973,0.9583814,0.00007064881,0.001857336,0.000009500071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977967,0.0003134119,0.000538659,0.00001066282,0.000005475005,0.000005882327,0.0001029049,0.00001869899,0.001207633],"genre_scores_gemma":[0.9985133,0.0001084261,0.0004442443,0.000004191851,0.000002549945,0.000003562161,0.0001591049,0.00001206195,0.000752689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00189454,"threshold_uncertainty_score":0.003767014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06703923936731461,"score_gpt":0.3002388587640615,"score_spread":0.2331996193967469,"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."}}