{"id":"W1987529945","doi":"10.4028/www.scientific.net/msf.524-525.899","title":"Fatigue Degradation and Martensitic Transformation of Austenitic Stainless Steel AlSi 321: New Results and Prospects","year":2006,"lang":"en","type":"article","venue":"Materials science forum","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Austenite; Martensite; Metallurgy; Austenitic stainless steel; Stress (linguistics); Diffusionless transformation; Composite material; Microstructure","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":[0.0005162644,0.000401092,0.0003799626,0.0005710021,0.000194521,0.000257499,0.0003692403,0.0005406425,0.0009061615],"category_scores_gemma":[0.0001892657,0.0001002254,0.0002406169,0.0003654912,0.0004233083,0.0006731136,0.000185517,0.0002222949,0.000217764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374437,"about_ca_system_score_gemma":0.0001014562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006621264,"about_ca_topic_score_gemma":0.0004999245,"domain_scores_codex":[0.999728,0.0000404076,0.00002035387,0.00006152206,0.0001137865,0.00003587167],"domain_scores_gemma":[0.9998373,0.00002849894,0.00002205897,0.00002588042,0.00007250145,0.00001378768],"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":[0.0003298664,0.000136488,0.005130823,0.0003882793,0.00002033967,0.000263643,0.0003049968,0.0004406512,0.9676087,0.0002387327,0.0001386798,0.02499882],"study_design_scores_gemma":[0.00001823829,0.002592806,0.05784623,0.0000608309,0.00007229692,0.001135739,0.0003088912,0.001948028,0.9225691,0.0004729983,0.01293557,0.00003935122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559421,0.03333123,0.004358827,0.0001921144,0.00003446097,0.00004817011,0.0002272005,0.00007122205,0.005794737],"genre_scores_gemma":[0.9772769,0.01448038,0.003819017,0.00008194285,0.000117468,0.00002205256,0.0004902445,0.00002211515,0.003689905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009061615,"threshold_uncertainty_score":0.003031433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102794271129679,"score_gpt":0.2029356925198559,"score_spread":0.1919077498085591,"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."}}