{"id":"W2936438071","doi":"10.1016/j.wear.2019.01.031","title":"TiO2 Sol strengthened Cu-Sn-PTFE composite coatings with high homogeneity and superior resistance to wear","year":2019,"lang":"en","type":"article","venue":"Wear","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Fundamental Research Funds for the Central Universities; China Scholarship Council; National Natural Science Foundation of China","keywords":"Materials science; Homogeneity (statistics); Wear resistance; Composite number; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008055958,0.0001972653,0.0002347288,0.00007102162,0.00009724877,0.00008047793,0.000117784,0.00006650217,0.0000639928],"category_scores_gemma":[0.000005242868,0.0001901189,0.00002798913,0.0001615231,0.00002416491,0.0001176873,0.00002670643,0.0001915343,0.0001475948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005568704,"about_ca_system_score_gemma":0.00001646079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000700829,"about_ca_topic_score_gemma":0.0003278735,"domain_scores_codex":[0.998972,0.0000241796,0.0001704056,0.0002707977,0.0001906077,0.0003720397],"domain_scores_gemma":[0.9995208,0.00003223978,0.00002749545,0.0002433719,0.0000403946,0.0001357291],"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":[0.00008860431,0.00001577366,0.002847135,0.0000857315,0.0000294573,0.00000477179,0.0006265438,0.0007376436,0.9943367,0.0003417658,0.0004661807,0.0004197045],"study_design_scores_gemma":[0.001427504,0.0004132031,0.01194393,0.0002371151,0.00004128684,0.00002803065,0.0001555207,0.002463565,0.9779505,0.0001026415,0.004511483,0.000725273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969193,0.0001758155,0.0006462123,0.0003271476,0.00004867084,0.0002466466,0.00001593498,0.0003063296,0.001313896],"genre_scores_gemma":[0.994687,0.00003496085,0.003781341,0.0002744374,0.00005067592,0.00002325541,0.0000159648,0.00005480132,0.001077549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01638624,"threshold_uncertainty_score":0.7752823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00276707148310929,"score_gpt":0.1743826024180631,"score_spread":0.1716155309349539,"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."}}