{"id":"W7043649743","doi":"","title":"Steel Slag Aggregate Used in Portland Cement Concrete: US and International Perspectives","year":2012,"lang":"en","type":"article","venue":"EngagedScholarship @ Cleveland State University (Cleveland State University)","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slag (welding); Portland cement; Aggregate (composite); Ground granulated blast-furnace slag; Cement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001657438,0.0004258381,0.0002738107,0.002473,0.0005374738,0.001504568,0.0005276783,0.0008121902,0.002126542],"category_scores_gemma":[0.0007344336,0.0001328493,0.00051849,0.003469853,0.0008047218,0.001120961,0.0004649665,0.0005548495,0.0002664873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655455,"about_ca_system_score_gemma":0.001226286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272576,"about_ca_topic_score_gemma":0.02594871,"domain_scores_codex":[0.9988574,0.0003294021,0.00009587757,0.0001519554,0.0004259257,0.0001394655],"domain_scores_gemma":[0.9986874,0.0002574242,0.0004339618,0.00005124013,0.0005099013,0.00006003755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001499239,0.0009704295,0.08584584,0.006674883,0.0003635357,0.005129359,0.002186851,0.006324134,0.1691381,0.01427091,0.004664097,0.7029327],"study_design_scores_gemma":[0.00003278324,0.00664979,0.2083728,0.004177833,0.00101579,0.006046039,0.01400275,0.002281265,0.2017364,0.003307952,0.5522134,0.0001631649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4766712,0.431705,0.002230238,0.00434598,0.000357382,0.00004351114,0.0003415776,0.00003316751,0.08427192],"genre_scores_gemma":[0.8108913,0.1822841,0.001393745,0.0003095953,0.0001205407,0.0000129973,0.0001611108,0.00001617389,0.004810473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272576,"threshold_uncertainty_score":0.02530342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271670935053336,"score_gpt":0.2246221141241501,"score_spread":0.1974550206188165,"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."}}