{"id":"W2055373474","doi":"10.4028/www.scientific.net/amm.229-231.678","title":"Abrasive Wear Mechanism in Near-Nano and Microstructured WC-Cobalt Coatings","year":2012,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Advanced materials and composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Abrasive; Coating; Brittleness; Composite material; Surface roughness; Nano-; Surface finish","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":[],"consensus_categories":[],"category_scores_codex":[0.000172055,0.0002118662,0.0003158904,0.00003804081,0.00007244273,0.0001128116,0.00006604015,0.0001233175,0.00005798292],"category_scores_gemma":[0.00000471131,0.0002030264,0.00001139164,0.00005135432,0.00001278099,0.0001096571,0.00009283493,0.00005266423,0.00001034289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001819671,"about_ca_system_score_gemma":0.000004987575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001800282,"about_ca_topic_score_gemma":0.000003866084,"domain_scores_codex":[0.9991292,0.00001199573,0.0002485719,0.000178177,0.00006907687,0.0003630277],"domain_scores_gemma":[0.9996966,0.00001986317,0.00005070865,0.0001262841,0.000009652421,0.00009685509],"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":[0.00001556233,0.00000552859,0.00000153988,0.0000742842,0.000006105558,7.939646e-7,0.0003048577,0.000006010164,0.7795902,0.2196845,0.00001388906,0.0002966528],"study_design_scores_gemma":[0.0004358299,0.00001860261,0.00006028255,0.00002370164,0.00001376341,0.00001645586,0.0001144809,0.00005041586,0.914526,0.08389053,0.0006074065,0.0002425312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893341,0.0003439387,0.009036511,0.00001188728,0.000637761,0.0003208476,0.00005476936,0.000114827,0.0001453543],"genre_scores_gemma":[0.9810753,0.0003576079,0.01825785,0.00009026361,0.00009472478,0.00005368808,0.00001754493,0.00004515164,0.000007798459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135794,"threshold_uncertainty_score":0.8279178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00382702236399642,"score_gpt":0.1830140269260075,"score_spread":0.1791870045620111,"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."}}