{"id":"W2050260879","doi":"10.4028/www.scientific.net/msf.706-709.2776","title":"Behavior of Pearlite in ThermoMechanical Processing and Service-Historical Perspective","year":2012,"lang":"en","type":"article","venue":"Materials science forum","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Pearlite; Metallurgy; Microstructure; Austenite; Toughness; Ferrite (magnet); Carbide; Ductility (Earth science); Composite material; Slip (aerodynamics); Lamellar structure; Creep","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":[0.000297114,0.0001382073,0.00008162698,0.0009439763,0.000681872,0.000869314,0.0002251187,0.0003566058,0.003589173],"category_scores_gemma":[0.0003670261,0.0001230954,0.00008291943,0.0008133294,0.0005440512,0.000697126,0.0002069885,0.0002784979,0.0007298618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210742,"about_ca_system_score_gemma":0.0002753634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444118,"about_ca_topic_score_gemma":0.006216292,"domain_scores_codex":[0.9998605,0.00001189748,0.000004999936,0.00003990117,0.00006163333,0.00002105726],"domain_scores_gemma":[0.9998404,0.00001415783,0.00001935973,0.00001141716,0.0000975746,0.00001715066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00048874,0.0001470295,0.03859354,0.0007314608,0.00003808302,0.003435531,0.00647861,0.003495114,0.6495252,0.1048969,0.003808017,0.1883617],"study_design_scores_gemma":[0.0000134438,0.0007586019,0.1459318,0.0001504219,0.00003562665,0.004031831,0.003866688,0.00487784,0.3875963,0.01227959,0.4403789,0.00007894296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8793823,0.012751,0.003657104,0.0005764946,0.00006517735,0.00002627939,0.0003211994,0.00007215259,0.1031483],"genre_scores_gemma":[0.9806292,0.002290561,0.0007662568,0.00006332595,0.00002439738,0.000005041579,0.000121232,0.00002174366,0.01607824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003589173,"threshold_uncertainty_score":0.012007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393082311629646,"score_gpt":0.2321285330043891,"score_spread":0.2181977098880926,"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."}}