{"id":"W4393107108","doi":"10.1007/978-3-031-50308-5_36","title":"Effect of Shot Peening on Fatigue Properties of A20X Fabricated by Laser Powder Bed Fusion","year":2024,"lang":"en","type":"book-chapter","venue":"The minerals, metals & materials series","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Shot peening; Materials science; Peening; Residual stress; Fusion; Surface roughness; Laser peening; Shot (pellet); Fatigue limit; Intensity (physics); Metallurgy; Composite material; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732294,0.0002606075,0.0002957253,0.000327071,0.0003892925,0.000374893,0.0004152689,0.0006523358,0.004126192],"category_scores_gemma":[0.0005860453,0.00026719,0.0002652154,0.000404155,0.0003090355,0.000512215,0.000229842,0.0003963197,0.0005006877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000366567,"about_ca_system_score_gemma":0.0002174327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592756,"about_ca_topic_score_gemma":0.002795041,"domain_scores_codex":[0.9998125,0.00001104567,0.00001137066,0.00003915321,0.00007664467,0.00004930247],"domain_scores_gemma":[0.9995608,0.0001759677,0.00007468976,0.00003662748,0.0001107799,0.00004103926],"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":[0.0005146711,0.00003722451,0.000382522,0.0000719271,0.00001175916,0.00008719014,0.0001142435,0.0003734261,0.9951543,0.00007802514,0.000142918,0.00303197],"study_design_scores_gemma":[0.00001783463,0.0007789059,0.0107367,0.00001288253,0.00002349744,0.00006778607,0.0001001479,0.001466691,0.9860551,0.00002732812,0.0007001822,0.00001298267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973902,0.000732778,0.0003215487,0.00002342075,0.00002095046,0.00000668165,0.0001493455,0.0000499243,0.001305285],"genre_scores_gemma":[0.9971257,0.000231887,0.0003614193,0.00001676953,0.000005671756,0.000006255602,0.0001942625,0.00002417837,0.002033769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004126192,"threshold_uncertainty_score":0.01380348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119261457351118,"score_gpt":0.2230365370087407,"score_spread":0.2018439224352295,"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."}}