{"id":"W2009521075","doi":"10.4028/www.scientific.net/msf.426-432.865","title":"Hot Deformation of Hypereutectoid Steels","year":2003,"lang":"en","type":"article","venue":"Materials science forum","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Metallurgy; Deformation (meteorology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328988,0.0002313831,0.0003825351,0.0005787183,0.0006531847,0.0006431821,0.0003953326,0.0005234625,0.007042673],"category_scores_gemma":[0.000572715,0.0002234294,0.000230158,0.0003880038,0.001066308,0.0004556938,0.0005005305,0.0004336431,0.0006381731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746565,"about_ca_system_score_gemma":0.0003088744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843848,"about_ca_topic_score_gemma":0.002683809,"domain_scores_codex":[0.9997256,0.00002888929,0.00000885323,0.00004766447,0.00009981659,0.0000890989],"domain_scores_gemma":[0.9998549,0.00002644865,0.0000230862,0.00004222438,0.00003267415,0.00002057401],"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":[0.003004914,0.0001400604,0.009840873,0.000216818,0.00007531884,0.002312785,0.001431563,0.05272641,0.892044,0.01115617,0.002338818,0.02471216],"study_design_scores_gemma":[0.0001864911,0.001713242,0.2066333,0.00005543026,0.00004479847,0.002030676,0.002211609,0.1001586,0.664267,0.007471631,0.01511269,0.000114531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874347,0.0001939504,0.001315183,0.00009907359,0.00003012763,0.00002237811,0.0001635979,0.00006697865,0.01067409],"genre_scores_gemma":[0.995742,0.00003488889,0.0002115905,0.00002105768,0.000005201183,0.00000408922,0.0001262856,0.00003010204,0.003824848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007042673,"threshold_uncertainty_score":0.02356011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025130986583348,"score_gpt":0.2076920923042295,"score_spread":0.197440782438396,"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."}}