{"id":"W2894984386","doi":"10.1016/j.triboint.2018.10.002","title":"Powder metallurgy fabrication, characterisation and wear assessment of SS316L-Al2O3 composites","year":2018,"lang":"en","type":"article","venue":"Tribology International","topic":"Advanced materials and composites","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Powder metallurgy; Fabrication; Composite material; Compaction; Sintering; Porosity; Particle (ecology); Toughness; Cermet; Metallurgy; Ceramic","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":[0.00006309873,0.00007609426,0.0001255096,0.00007527399,0.00002705413,0.00001395522,0.00009537528,0.00004324628,0.0004332312],"category_scores_gemma":[0.00001138752,0.0000749816,0.0000187296,0.00003928887,0.0000815507,0.0001187385,0.00003184328,0.00004086348,0.00001425891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002362871,"about_ca_system_score_gemma":0.000006777547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004653412,"about_ca_topic_score_gemma":0.000002043111,"domain_scores_codex":[0.9995221,0.00001628259,0.0001977881,0.0001015662,0.0000811313,0.00008116424],"domain_scores_gemma":[0.9996764,0.00003458568,0.00005965831,0.00007977305,0.0001281941,0.0000213734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001616218,0.00003215523,0.009893882,0.00001226954,0.0001149068,6.461274e-7,0.0001187878,0.0002207231,0.9763548,0.01197441,0.0001840486,0.001077231],"study_design_scores_gemma":[0.001025681,0.0002154867,0.5858142,0.00003080854,0.00005022103,0.00004708702,0.00004815529,0.07558015,0.3181215,0.003978941,0.01477667,0.0003111],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606933,0.00004975998,0.03598597,0.000244704,0.0007021703,0.00006442493,0.00001956269,0.00006537884,0.002174742],"genre_scores_gemma":[0.9947711,0.00006277501,0.0047525,0.00005081253,0.0001981077,0.00001201935,0.00007802653,0.000009483685,0.00006514504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6582333,"threshold_uncertainty_score":0.4743578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007319680253015371,"score_gpt":0.2644017582802065,"score_spread":0.2570820780271911,"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."}}