{"id":"W2968911408","doi":"10.1007/s11665-019-04261-2","title":"The Tribological Behavior of Hybrid Graphene/Tungsten Disulfide Nanoparticle Coatings","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Graphene; Tungsten disulfide; Tribology; Nanoparticle; Coating; Metalworking; Durability; Dry lubricant; Composite material; Gas dynamic cold spray; Thermal spraying; Abrasive; Metallurgy; Tungsten; Nanotechnology","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":[0.0001179186,0.0001868171,0.0001388121,0.0003372279,0.0002212299,0.0002601009,0.0002171853,0.0002708838,0.001836337],"category_scores_gemma":[0.0002814501,0.0001333648,0.0001643822,0.0002546583,0.0001781301,0.0002511279,0.0001597466,0.0002603582,0.0001783039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032385,"about_ca_system_score_gemma":0.0001370544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346848,"about_ca_topic_score_gemma":0.002509811,"domain_scores_codex":[0.999827,0.000009062255,0.00001135511,0.0000266046,0.00007592475,0.00005011494],"domain_scores_gemma":[0.9998643,0.00002218976,0.00001960863,0.00001646316,0.00005741819,0.00001990504],"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":[0.0001348149,0.00001774978,0.0005652864,0.00002905193,0.000009715368,0.00006371521,0.00004964299,0.0002496289,0.9966772,0.00007828283,0.00005989373,0.002064986],"study_design_scores_gemma":[0.000004370277,0.000159049,0.004810412,0.000004374655,0.00001188225,0.00006522269,0.00007920711,0.002917515,0.9913202,0.00002837748,0.000590288,0.000009040384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991048,0.0001578917,0.0001723237,0.000009516178,0.000007794488,0.000002111672,0.00004056204,0.000008830745,0.0004962922],"genre_scores_gemma":[0.998995,0.00007945357,0.0002482687,0.000007168951,0.000001694777,0.000001706488,0.00004981328,0.000004479332,0.0006125079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836337,"threshold_uncertainty_score":0.006143153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005237155125962222,"score_gpt":0.1808846242359479,"score_spread":0.1756474691099857,"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."}}