{"id":"W1533414724","doi":"10.1002/ls.1166","title":"Tribology of fluorinated diamond‐like carbon coatings: first principles calculations and sliding experiments","year":2012,"lang":"en","type":"article","venue":"Lubrication Science","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"General Motors of Canada","keywords":"Tribology; Diamond-like carbon; X-ray photoelectron spectroscopy; Aluminium; Materials science; Carbon fibers; Coating; Diamond; Composite material; Chemical engineering; Nanotechnology; Thin film","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":[0.001407128,0.0001050679,0.000170827,0.0001938596,0.0002846499,0.00008639919,0.0003371264,0.00004630328,0.00008449845],"category_scores_gemma":[0.0003809311,0.00009376421,0.00001938264,0.0006408022,0.0005040911,0.0004649,0.0002055002,0.0000446999,0.0000171855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008420186,"about_ca_system_score_gemma":0.0001225704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002390676,"about_ca_topic_score_gemma":0.000005048333,"domain_scores_codex":[0.9983506,0.00007759866,0.0003179704,0.0003115285,0.0004965233,0.0004458044],"domain_scores_gemma":[0.998997,0.0001260955,0.0001885025,0.0003075523,0.0001963397,0.0001844765],"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":[0.000007499707,0.00005841794,0.01298773,0.00001600551,9.118641e-7,1.985504e-7,0.000833073,0.00003529841,0.9830248,0.002906528,0.00001173334,0.0001177777],"study_design_scores_gemma":[0.0001848309,0.00003675909,0.03319439,0.00001565969,0.000005873919,0.000003502241,0.000225268,0.001865354,0.9636106,0.00004735852,0.0006972778,0.0001131086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968668,0.0002365251,0.000277595,0.00009947942,0.0003822783,0.0002060454,0.000009168676,0.00004504049,0.00187704],"genre_scores_gemma":[0.9984303,0.00001888148,0.001295339,0.00002761332,0.00004744273,0.00005640735,0.000004957722,0.000008032008,0.0001110266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02020666,"threshold_uncertainty_score":0.3823593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05061054887665492,"score_gpt":0.3216771599244233,"score_spread":0.2710666110477684,"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."}}