{"id":"W2547411758","doi":"10.3390/met6110262","title":"Water Droplet Erosion Performance of Laser Shock Peened Ti-6Al-4V","year":2016,"lang":"en","type":"article","venue":"Metals","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Peening; Residual stress; Materials science; Shock (circulatory); Indentation hardness; Erosion; Airfoil; Microstructure; Composite material; Metallurgy; Structural engineering; Geology; Medicine","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":[0.00006940879,0.0001116882,0.0001645964,0.00003601149,0.00002441946,0.000006639721,0.00007696274,0.00004837725,0.0006192091],"category_scores_gemma":[0.000003297594,0.00005241097,0.00005446875,0.00003795215,0.00002169094,0.0001128286,0.00002434082,0.00002638971,0.0004413968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023146,"about_ca_system_score_gemma":0.000001991098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000669247,"about_ca_topic_score_gemma":0.000006753084,"domain_scores_codex":[0.9994383,0.00001318442,0.0001434433,0.00009269541,0.0001253416,0.0001869799],"domain_scores_gemma":[0.9997483,0.000023879,0.00001334052,0.000160073,0.00001772112,0.00003671391],"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":[0.00003376415,0.0000469903,0.01890798,0.00008543963,0.0001290944,0.000003614887,0.0001920544,0.00440511,0.9672825,0.000006115205,0.001658577,0.007248765],"study_design_scores_gemma":[0.0004076654,0.00004198563,0.004465115,0.00003777247,0.00002584587,8.460031e-7,0.000005123838,0.0003600015,0.9905095,0.000007248502,0.004038946,0.0001000097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980448,0.0002019766,0.00006047722,0.00007391706,0.0001548049,0.00007682972,0.00001083087,0.00009059836,0.001285691],"genre_scores_gemma":[0.9939758,0.0001620915,0.0001551706,0.000005654042,0.00003514871,0.000008691219,0.000006678702,0.00001967644,0.005631155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02322694,"threshold_uncertainty_score":0.6779906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142981200885423,"score_gpt":0.2016516703239864,"score_spread":0.1902218583151321,"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."}}