{"id":"W2034887848","doi":"10.4028/www.scientific.net/msf.539-543.4464","title":"Retained Austenite - Residual Stress - Distortion Relationships in Carburized SAE 6820 Steel","year":2007,"lang":"en","type":"article","venue":"Materials science forum","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Austenite; Carburizing; Residual stress; Materials science; Tempering; Metallurgy; Quenching (fluorescence); Microstructure; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380392,0.0001478038,0.0001959926,0.0002071913,0.0001981535,0.0001151893,0.000296637,0.0001053843,0.00009920321],"category_scores_gemma":[0.0001169074,0.0001277539,0.00002236914,0.0003802694,0.0001501194,0.0004661948,0.00008323266,0.0001440779,0.00003252437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899962,"about_ca_system_score_gemma":0.00003340243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000942618,"about_ca_topic_score_gemma":0.0005466567,"domain_scores_codex":[0.9983935,0.00003024637,0.0004421818,0.000253431,0.0002896908,0.0005908962],"domain_scores_gemma":[0.9994927,0.00003207507,0.00005227881,0.0002650275,0.00004663386,0.0001112738],"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":[0.00004004376,0.000006971454,0.0003873696,0.0000305601,0.000002044564,0.000007068697,0.0003390444,0.0004552623,0.9975286,0.0007615205,0.0001195113,0.0003219967],"study_design_scores_gemma":[0.0003849246,0.00004238851,0.02185487,0.00006090455,0.00000649146,0.000006232567,0.0006695241,0.0001442857,0.9751434,0.0007896373,0.000684849,0.0002124496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965231,0.00009279027,0.0005342862,0.00009012032,0.001066357,0.0002544711,0.00003607557,0.0001503595,0.00125237],"genre_scores_gemma":[0.9990025,0.000007671156,0.000582928,0.00003458975,0.00008788879,0.000006861854,0.00001752851,0.00001919657,0.0002408727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02238516,"threshold_uncertainty_score":0.5209652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150654439734375,"score_gpt":0.220981801111237,"score_spread":0.2059163571377995,"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."}}