{"id":"W2374533809","doi":"","title":"Reducing the Yield Ratio of Steel Plate for Welded Gas Cylinders by Two-stage Cooling in Baosteel's Hot Strip Mill","year":2009,"lang":"en","type":"article","venue":"Baosteel Technology","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Materials science; Ferrite (magnet); Pearlite; Metallurgy; Welding; Rolling mill; Yield (engineering); Composite material; Grain size; Microstructure; Mechanical engineering; Engineering","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":[0.000276111,0.0003789802,0.0003631839,0.0002977395,0.000171073,0.0002643956,0.0005628601,0.0002817879,0.001007103],"category_scores_gemma":[0.0003629679,0.0002385226,0.0002985801,0.0002564349,0.0001966893,0.0002499986,0.0001767189,0.0003246732,0.000277581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496985,"about_ca_system_score_gemma":0.0002927905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139328,"about_ca_topic_score_gemma":0.003173233,"domain_scores_codex":[0.9997754,0.00002438083,0.000009175796,0.00002998213,0.0001357331,0.00002535771],"domain_scores_gemma":[0.9998492,0.00003644126,0.00004008214,0.00001356645,0.00004402544,0.00001675485],"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":[0.0001070152,0.00001595063,0.0004787095,0.00008562112,0.000006285488,0.00007890676,0.00003312123,0.0007755518,0.9947184,0.00006626827,0.00006683957,0.00356735],"study_design_scores_gemma":[0.0000338097,0.0007241681,0.01132613,0.000006482695,0.00002349818,0.0001852484,0.00002798612,0.003950704,0.982402,0.00003723532,0.001266602,0.00001596189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858132,0.0004204781,0.01222243,0.00004349629,0.00001334985,0.00003346797,0.00004959353,0.0001387364,0.001265164],"genre_scores_gemma":[0.9894219,0.0001376459,0.008539356,0.000008093916,0.000004584027,0.00001989893,0.00009112859,0.00002953945,0.001747793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00139328,"threshold_uncertainty_score":0.003369093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482979579741805,"score_gpt":0.226020784188612,"score_spread":0.2111909883911939,"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."}}