{"id":"W2405817265","doi":"10.1021/acsami.5b04654","title":"Evaluation of Wear Resistance of Friction Materials Prepared by Granulation","year":2015,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Program for New Century Excellent Talents in University; Natural Sciences and Engineering Research Council of Canada; People's Government of Jilin Province; Ministry of Science and Technology of the People's Republic of China; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China; Natural Science Foundation of Jilin Province","keywords":"Materials science; Pellets; Granulation; Scanning electron microscope; Tribology; Composite material; Surface roughness; Surface finish; Friction coefficient; Pressing","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":[0.001639121,0.0001396558,0.0003924339,0.00009788495,0.00002125566,0.00003874139,0.0001102048,0.000106029,0.0002448004],"category_scores_gemma":[0.00003462735,0.0001349996,0.00001320783,0.0001515057,0.00002744615,0.0001302945,0.00002017936,0.00002435472,0.0000225052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009165204,"about_ca_system_score_gemma":0.00001788339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050177,"about_ca_topic_score_gemma":0.00002731748,"domain_scores_codex":[0.9984452,0.0001131469,0.0006655115,0.0001611668,0.0004942256,0.0001207209],"domain_scores_gemma":[0.9991554,0.00001448162,0.0002793653,0.0002436133,0.0002768935,0.00003023207],"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":[0.0000657067,0.00001788433,0.000005867117,0.0001167644,0.0001037577,2.55276e-8,0.0006577985,0.003248679,0.9918436,0.0002803997,0.003440996,0.000218532],"study_design_scores_gemma":[0.000478539,0.00001738403,0.00008934818,0.00004392406,0.0001582427,3.256906e-7,0.0003746646,0.0000915221,0.997794,0.0005578712,0.0002801694,0.000113967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995122,0.0003085088,0.0004753936,0.00001105876,0.000640233,0.0003250718,0.0001328089,0.00009966573,0.002885291],"genre_scores_gemma":[0.9995057,0.00003433998,0.0001504572,0.000002392349,0.00007191183,0.00007213352,0.00006910145,0.00002421097,0.00006978377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005950453,"threshold_uncertainty_score":0.5505124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607816301994723,"score_gpt":0.2441243898252395,"score_spread":0.2180462268052923,"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."}}