{"id":"W2901352903","doi":"10.5539/mas.v12n12p102","title":"Laser Shock Peening Application as Alternative Method to Determine the Mechanical Properties of Aluminum","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Nahrain University","keywords":"Materials science; Peening; Ductility (Earth science); Shock (circulatory); Aluminium; Modulus; Composite material; Substrate (aquarium); Elastic modulus; Ultimate tensile strength; Stress (linguistics); Shock wave; Particle (ecology); Residual stress; Thermodynamics","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":[0.0003221053,0.0001110264,0.0001158307,0.00005184264,0.0001594726,0.00003508486,0.0004277242,0.00002803253,0.00001054669],"category_scores_gemma":[0.00001206219,0.00006801952,0.00002068103,0.0003019037,0.0002096487,0.00007000268,0.0001102459,0.0000612425,0.00005813319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004672429,"about_ca_system_score_gemma":0.00002043655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004682409,"about_ca_topic_score_gemma":0.00002700679,"domain_scores_codex":[0.9990427,0.00001134725,0.0001342247,0.0002419736,0.0003451022,0.0002246117],"domain_scores_gemma":[0.9995546,0.00003349968,0.00002808338,0.0002538947,0.00006246346,0.00006749861],"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":[0.00001360076,0.00001139605,0.0000135175,0.000004720258,0.000008868495,2.552868e-7,0.001561932,0.007592997,0.9409603,0.0002897843,0.0000100124,0.04953263],"study_design_scores_gemma":[0.00006888699,0.00002372351,0.00005229579,0.000006967822,0.000005822435,0.000001049127,0.00009522123,0.3647138,0.6344601,0.0004418216,0.00006966556,0.00006063497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6328846,0.00001988265,0.3634237,0.00005269735,0.00005357474,0.0002998486,0.000001426194,0.00006542716,0.003198921],"genre_scores_gemma":[0.9877563,0.000001650082,0.01193579,0.00004155411,0.00005681372,0.0000907124,3.96017e-7,0.00001256711,0.0001041807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3571208,"threshold_uncertainty_score":0.2773755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831167592160951,"score_gpt":0.2716710727714445,"score_spread":0.243359396849835,"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."}}