{"id":"W3178879291","doi":"10.18280/acsm.450303","title":"Effect of Carburizing and Nitriding on Fatigue Properties of 18Cr2Ni4WA Steel in Very High Cycle Fatigue Regime","year":2021,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Carburizing; Nitriding; Materials science; Fatigue limit; Weibull distribution; Metallurgy; Gumbel distribution; Fatigue testing; Scanning electron microscope; Composite material; Extreme value theory; Mathematics; Layer (electronics)","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":[0.0001724306,0.0002379177,0.0002201506,0.0002199058,0.0001625593,0.0001606506,0.0002230318,0.0002581499,0.0007152607],"category_scores_gemma":[0.0003748444,0.0001474114,0.0002120792,0.0001272275,0.0002249927,0.0002030661,0.0001084261,0.0001407895,0.00009691927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451417,"about_ca_system_score_gemma":0.0001590179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002683343,"about_ca_topic_score_gemma":0.006776536,"domain_scores_codex":[0.9998236,0.00001542554,0.00001192216,0.00003648178,0.00007621045,0.00003642178],"domain_scores_gemma":[0.9996778,0.00007185536,0.00009429332,0.00002936046,0.00009507475,0.00003161975],"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":[0.0001721627,0.00001458649,0.002919614,0.00007120328,0.00001425101,0.00008584874,0.00004464882,0.0006657202,0.9933115,0.00001726844,0.00002730359,0.002655976],"study_design_scores_gemma":[0.0000111313,0.001028532,0.06275453,0.000008111907,0.00004116888,0.0001814525,0.00007536246,0.002930426,0.9316164,0.00002390146,0.001307789,0.00002122248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988732,0.0003821228,0.0003262702,0.000007488432,0.000003470512,0.00000439655,0.00003498875,0.00001190658,0.0003561511],"genre_scores_gemma":[0.9986526,0.0001647498,0.0005605558,0.000007992118,0.000002569661,0.000005902293,0.00008229454,0.00001023156,0.0005129645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002683343,"threshold_uncertainty_score":0.00533545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312849675681488,"score_gpt":0.2515085604365264,"score_spread":0.2202235928683776,"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."}}