{"id":"W4252538041","doi":"10.31399/asm.hb.v18.a0006382","title":"Abrasive Wear","year":2017,"lang":"en","type":"book-chapter","venue":"ASM International eBooks","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Abrasive; Abrasion (mechanical); Materials science; Microstructure; Composite material; Metallurgy; Ceramic; Lubrication; Natural rubber; Wear resistance; Toughness","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003235716,0.0003203103,0.000338193,0.000166843,0.000174373,0.0005422705,0.001345358,0.0002819327,0.0108773],"category_scores_gemma":[0.00008301468,0.0002982962,0.0001842598,0.000001680103,0.0003050348,0.0001072893,0.0003997741,0.0002617426,0.005234277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208794,"about_ca_system_score_gemma":0.0002669753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009415232,"about_ca_topic_score_gemma":0.00003458453,"domain_scores_codex":[0.9979053,0.00002012129,0.0003429748,0.0005237027,0.0009003744,0.0003075307],"domain_scores_gemma":[0.9985418,0.00007884326,0.0003393281,0.0006315515,0.0002658871,0.0001425796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001553692,0.00002624815,0.000004996875,0.00006833277,0.000146075,0.0003853477,0.0001455668,0.00000278325,0.3361996,0.6371806,0.01354533,0.01213973],"study_design_scores_gemma":[0.0004221881,0.00007430612,0.00001701527,0.0003271843,0.00002986649,0.00002442266,0.000007224563,0.00001072679,0.1377007,0.07775808,0.783137,0.0004912155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002776773,0.00006027816,0.00001517402,0.0002038603,0.003217107,0.000216975,0.0003913283,0.00009052867,0.993028],"genre_scores_gemma":[0.07543997,0.00003416609,0.0001496272,0.0001971734,0.001261815,0.00003572607,0.0000796798,0.00007529641,0.9227266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7695917,"threshold_uncertainty_score":0.9999469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244121857573448,"score_gpt":0.2880253415539634,"score_spread":0.2636131557966186,"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."}}