{"id":"W2510922475","doi":"10.11351/jsaereview.30.393","title":"Surface modification of alloy tool steel for forging dies by cavitation peening","year":2009,"lang":"en","type":"article","venue":"Review of automotive engineering","topic":"Advanced materials and composites","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Forging; Peening; Metallurgy; Cavitation; Materials science; Alloy; Alloy steel; Die (integrated circuit); Shot peening; Tool steel; Laser peening; Residual stress","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":[0.0002424352,0.0003890891,0.0003881431,0.0003306138,0.0001679632,0.0002731005,0.0004163337,0.0005377242,0.0009732322],"category_scores_gemma":[0.0002137646,0.000153757,0.0004074352,0.0002671685,0.0002738308,0.0003644655,0.0001855372,0.0004162385,0.0004343659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333246,"about_ca_system_score_gemma":0.0001136632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002744293,"about_ca_topic_score_gemma":0.0005583474,"domain_scores_codex":[0.9997609,0.00001990327,0.000009853196,0.00004815311,0.0001297314,0.00003131065],"domain_scores_gemma":[0.9998826,0.00003270642,0.00001770888,0.00001559526,0.00004507786,0.000006243248],"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":[0.00005077976,0.00003078984,0.0001445636,0.0005225503,0.00001589371,0.0001078529,0.0000520488,0.0005811815,0.9403221,0.0004057999,0.0002679494,0.05749848],"study_design_scores_gemma":[0.000005927392,0.0003881694,0.001523616,0.00001462944,0.00001711484,0.0003007124,0.00003378323,0.001362902,0.9824636,0.0001102818,0.01376713,0.00001217441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8183675,0.1145142,0.05051421,0.0003929606,0.0005783301,0.0001315279,0.0001086426,0.0003401961,0.01505235],"genre_scores_gemma":[0.9268472,0.03328181,0.01809473,0.0001532438,0.0001524713,0.00003529366,0.0001705137,0.00008801797,0.02117685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009732322,"threshold_uncertainty_score":0.003255785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009394150928835714,"score_gpt":0.2521572258788699,"score_spread":0.2427630749500342,"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."}}