{"id":"W2785954481","doi":"10.15273/ijge.2018.01.001","title":"Cavitation Erosion of Metallic Materials","year":2018,"lang":"en","type":"article","venue":"International Journal of Georesources and Environment","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Materials science; Cavitation; Metallurgy; Microstructure; Hardness; Composite material; Alloy; Surface roughness; Ultimate tensile strength; Toughness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001472226,0.0002441397,0.0002732591,0.0005398559,0.0002371502,0.0005317326,0.0003310671,0.0004437472,0.001321936],"category_scores_gemma":[0.0003889376,0.000183178,0.0002593389,0.0003628624,0.0003144472,0.0004757438,0.0002987754,0.0002651264,0.000356315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092422,"about_ca_system_score_gemma":0.000132084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005949952,"about_ca_topic_score_gemma":0.0006496354,"domain_scores_codex":[0.9997222,0.0000177839,0.00001114227,0.00006512293,0.0001548858,0.00002886581],"domain_scores_gemma":[0.9998561,0.00003308738,0.00003678341,0.00001741685,0.00004916971,0.000007284579],"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":[0.00008384899,0.00001354173,0.001442942,0.001049923,0.00002778599,0.0006860865,0.0001557261,0.001414967,0.9155778,0.002875759,0.001155597,0.07551595],"study_design_scores_gemma":[0.00001475165,0.0003328495,0.01021145,0.0001004487,0.00004507358,0.00303139,0.0001575109,0.01066499,0.9182655,0.001438263,0.05570638,0.00003132185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.746245,0.07862999,0.1110813,0.0006480103,0.000378242,0.000163088,0.0005078471,0.001397194,0.06094941],"genre_scores_gemma":[0.9709674,0.00571267,0.009272796,0.0001436359,0.00005471768,0.00003689751,0.0002175568,0.00006081259,0.01353351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001321936,"threshold_uncertainty_score":0.004422307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006277384717620032,"score_gpt":0.2011882860259483,"score_spread":0.1949109013083283,"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."}}