{"id":"W2544218476","doi":"10.3390/e18110385","title":"Application of the Self-Organization Phenomenon in the Development of Wear Resistant Materials—A Review","year":2016,"lang":"en","type":"article","venue":"Entropy","topic":"Lubricants and Their Additives","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dissipative system; Phenomenon; Tribology; Wear resistance; Materials science; Self-organization; Nanotechnology; Metallurgy; Computer science; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000353628,0.0006590132,0.0009166198,0.00193743,0.0002732859,0.000747,0.0006029233,0.000859839,0.001504997],"category_scores_gemma":[0.000390721,0.0002945331,0.0003314271,0.002046581,0.0004102433,0.001245503,0.0004947265,0.0008339297,0.001030555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553192,"about_ca_system_score_gemma":0.0006217897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000425607,"about_ca_topic_score_gemma":0.0005052619,"domain_scores_codex":[0.9998351,0.00002018138,0.00002408382,0.00004272985,0.00006170811,0.00001608844],"domain_scores_gemma":[0.9996892,0.0001483451,0.00005403605,0.00001112428,0.00007520121,0.00002215745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006452163,0.0001895387,0.000377466,0.03033951,0.0001223922,0.0004193331,0.0001972047,0.00153,0.02034842,0.01325186,0.009583716,0.9235761],"study_design_scores_gemma":[0.0000142603,0.0003074317,0.001050989,0.002383078,0.0000960135,0.001842619,0.0001065513,0.0004995022,0.009420819,0.003262402,0.9809695,0.00004685192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006833053,0.9965744,0.0007746912,0.00009579282,0.0001501794,0.000006450596,0.000008486445,0.000008387407,0.001698341],"genre_scores_gemma":[0.003882392,0.9939886,0.00104749,0.0001016564,0.0002091483,0.00001279972,0.00002057062,0.000003083224,0.0007342017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00193743,"threshold_uncertainty_score":0.005034685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004143350232866353,"score_gpt":0.1842937720577262,"score_spread":0.1801504218248598,"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."}}