{"id":"W4403695643","doi":"10.1016/j.wear.2024.205608","title":"Effect of electrical current on sliding friction and wear mechanisms in a-C and ta-C amorphous Carbon coatings","year":2024,"lang":"en","type":"article","venue":"Wear","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Current (fluid); Amorphous solid; Carbon fibers; Amorphous carbon; Metallurgy; Composite material; Engineering physics; Crystallography; Electrical engineering; Composite number; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101661,0.0001169756,0.00021172,0.0001736338,0.00003486209,0.0001132288,0.00006475023,0.00005923455,0.00003343511],"category_scores_gemma":[0.0001042288,0.00009242789,0.00002220781,0.0001917953,0.00003467035,0.00005750357,0.00005408244,0.0001335756,0.00001297808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004631378,"about_ca_system_score_gemma":0.00003052724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002135496,"about_ca_topic_score_gemma":0.000005355384,"domain_scores_codex":[0.9988181,0.0001982503,0.0001735653,0.0002975333,0.0002682604,0.0002442749],"domain_scores_gemma":[0.9995572,0.0002423331,0.0000294926,0.00009320714,0.0000116985,0.00006605817],"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":[0.0000936944,0.00001976886,0.0001233838,0.0002652942,0.000001704639,0.0000150093,0.0001746201,0.000003905939,0.9939192,0.001300767,0.00001804045,0.00406462],"study_design_scores_gemma":[0.0002902494,0.0008711338,0.0001624616,0.0002351189,0.00000987957,0.000005248359,0.00002014565,0.003157353,0.9945375,0.0005326864,0.00008419889,0.00009396611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983453,0.0007782896,0.00003833898,0.00003363011,0.0003621369,0.0002066455,0.0000077181,0.00005374722,0.0001742484],"genre_scores_gemma":[0.9996635,0.0001714581,0.00003881443,0.000007082558,0.0000571766,0.00002697979,0.000001651382,0.00001616201,0.00001716538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003970654,"threshold_uncertainty_score":0.37691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831271686931967,"score_gpt":0.2733966989450525,"score_spread":0.2655654272581205,"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."}}