{"id":"W4392501585","doi":"10.1088/2053-1591/ad30a8","title":"Enhanced high-temperature tribological performance of fluorinated tetrahedral amorphous carbon (ta-C:F) coatings in sliding applications","year":2024,"lang":"en","type":"article","venue":"Materials Research Express","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Tribology; Raman spectroscopy; Amorphous solid; Amorphous carbon; X-ray photoelectron spectroscopy; Fluorine; Carbon fibers; Dissolution; Contact angle; Composite material; Metallurgy; Chemical engineering; Crystallography; Chemistry; Composite number","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":[0.0001549218,0.000314746,0.0002612471,0.0002485913,0.0002133248,0.0003125762,0.0002527134,0.0003608129,0.0009656427],"category_scores_gemma":[0.0003076979,0.0001472889,0.0001724166,0.0001839024,0.0002190342,0.0001818391,0.0001205853,0.0002218765,0.0001833313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435115,"about_ca_system_score_gemma":0.0001222195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879963,"about_ca_topic_score_gemma":0.004356384,"domain_scores_codex":[0.9998029,0.00001271946,0.00001139393,0.00004046068,0.00008758657,0.00004488715],"domain_scores_gemma":[0.9998289,0.00003614646,0.00002965019,0.00001744252,0.00006628416,0.00002153338],"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":[0.00004912305,0.000005062801,0.0001961213,0.00002203844,0.000003210826,0.00003033518,0.00001205466,0.0001222148,0.9987997,0.000006923396,0.00001479323,0.0007383705],"study_design_scores_gemma":[0.00000284449,0.0001946591,0.004953678,0.000002439247,0.000007665999,0.00007856896,0.00002675607,0.0009716908,0.9934275,0.000005305147,0.0003233747,0.000005436163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984024,0.0003669963,0.0007853273,0.000010742,0.00001134408,0.000006074341,0.00005362942,0.00002690207,0.0003365332],"genre_scores_gemma":[0.9991365,0.00006915656,0.000466943,0.000003694029,0.000001379355,0.00000226835,0.00003393954,0.000004912994,0.0002811586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879963,"threshold_uncertainty_score":0.003738105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968270492072987,"score_gpt":0.3235043922148085,"score_spread":0.2938216872940786,"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."}}