{"id":"W2948414259","doi":"10.11159/ffhmt19.104","title":"Metal Erosion due to Particles at High Velocity and Temperature","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erosion; Materials science; Metal; Environmental science; Metallurgy; Geology; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001459545,0.0001327937,0.0001463729,0.000028167,0.00009712036,0.00006362578,0.0002348453,0.00005451394,0.0008717534],"category_scores_gemma":[0.00001897161,0.00008904245,0.00004202062,0.00006941207,0.00009106065,0.0001636238,0.000159943,0.0001203783,0.00004579598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004102165,"about_ca_system_score_gemma":0.000005786512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005399503,"about_ca_topic_score_gemma":0.0000174672,"domain_scores_codex":[0.9990751,0.000006739265,0.0001485186,0.0002842971,0.0003462889,0.0001390575],"domain_scores_gemma":[0.999782,0.00002055737,0.00001276013,0.00005573446,0.00003999713,0.0000889558],"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":[0.0001133976,0.00002276179,0.02890244,0.00001135492,0.000009470564,2.319027e-7,0.0003242643,0.00002247336,0.9567142,0.01304526,0.0002482618,0.0005859434],"study_design_scores_gemma":[0.0008602138,0.0002053394,0.1520829,0.0001685349,0.0000232504,0.00001201252,0.0002524494,0.006310436,0.8371559,0.001969594,0.0007069312,0.0002523905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897413,0.000009139391,0.0000168068,0.003923282,0.0001744242,0.0002058498,0.0000197441,0.00001426453,0.005895245],"genre_scores_gemma":[0.9982029,0.00003259489,0.0003160045,0.000704214,0.00002022085,0.00001093366,0.000002288957,0.000008249473,0.0007026237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231805,"threshold_uncertainty_score":0.9545088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320168969129858,"score_gpt":0.2204412856638557,"score_spread":0.2072395959725571,"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."}}