{"id":"W2397495574","doi":"10.1016/j.msea.2016.05.097","title":"Explore the electron work function as a promising indicative parameter for supplementary clues towards tailoring of wear-resistant materials","year":2016,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Metal Alloys Wear and Properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Suncor Energy (Canada); University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Toughness; Materials science; Ductility (Earth science); Work (physics); Composite material; Metallurgy; Mechanical engineering; Engineering; Creep","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":[0.0002931604,0.0005861298,0.0002504536,0.0004888484,0.0002785306,0.0007008173,0.0006095661,0.0007349752,0.004060839],"category_scores_gemma":[0.000746083,0.0001702947,0.0001189074,0.0003110301,0.0004169185,0.001650922,0.000418211,0.0005317749,0.000949915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553726,"about_ca_system_score_gemma":0.0001038282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001079571,"about_ca_topic_score_gemma":0.000196931,"domain_scores_codex":[0.9999468,0.000007011145,0.000003626089,0.00001588738,0.00001670338,0.00001003381],"domain_scores_gemma":[0.9997194,0.0001271417,0.00004084946,0.00005964088,0.00003965327,0.00001320218],"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":[0.0004390212,0.0001118596,0.003023933,0.0005083557,0.00002281055,0.0002156734,0.0001011282,0.00238895,0.9455561,0.01205801,0.001448191,0.03412599],"study_design_scores_gemma":[0.00001927401,0.0003685497,0.002141349,0.00004463615,0.00002642247,0.000129127,0.000165579,0.01293262,0.9665632,0.008851548,0.008728351,0.00002940099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264291,0.004733169,0.04559311,0.0009809845,0.0002050059,0.00005558348,0.001087812,0.0007578171,0.02015741],"genre_scores_gemma":[0.9913328,0.001139205,0.005147603,0.00009292463,0.00002119435,0.00002657264,0.0002178573,0.00007691141,0.001944884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004060839,"threshold_uncertainty_score":0.01358485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738654215196401,"score_gpt":0.2429295960074068,"score_spread":0.2155430538554428,"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."}}