{"id":"W7132302622","doi":"","title":"Cold spray repair of cavitation damages on hydropower components: impact of the deposition process and cavitation resistance benchmarking","year":2023,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cavitation; Gas dynamic cold spray; Alloy; Welding; Deposition (geology); Austenite; Phase (matter)","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":[0.0003604754,0.0002558088,0.0003635072,0.0004839503,0.0002804833,0.0003254715,0.0003969494,0.0003071683,0.002450174],"category_scores_gemma":[0.0007123571,0.0001390318,0.0001915797,0.0002945634,0.0002911623,0.0003334593,0.0002186811,0.0002554725,0.0005008039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339304,"about_ca_system_score_gemma":0.0001876603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208708,"about_ca_topic_score_gemma":0.004906488,"domain_scores_codex":[0.9997036,0.00002094713,0.0000150552,0.0000508283,0.0001710965,0.00003851922],"domain_scores_gemma":[0.9995803,0.00008490967,0.00007642763,0.00006604087,0.0001637645,0.0000285757],"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":[0.0002708908,0.00004191965,0.0009197116,0.0001708061,0.0000127681,0.0001487085,0.0001047151,0.001646289,0.9858474,0.00008202624,0.0003052086,0.0104495],"study_design_scores_gemma":[0.000006681642,0.0004839058,0.006046983,0.000008284347,0.00001368776,0.000105096,0.00007355314,0.002895416,0.9886801,0.00001568379,0.001663576,0.000006992384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930279,0.001042432,0.003054033,0.00003179494,0.00002866965,0.00003074649,0.0001623923,0.0002546676,0.00236738],"genre_scores_gemma":[0.9949173,0.0002774981,0.001772125,0.00001152555,0.000003788549,0.000009000176,0.0001331976,0.00008787769,0.00278769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002450174,"threshold_uncertainty_score":0.008196652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204435825772066,"score_gpt":0.2921043182634876,"score_spread":0.2800599600057669,"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."}}