{"id":"W6986687137","doi":"","title":"Producing Alternative SCMs through Carbon Utilization .pdf","year":2024,"lang":"en","type":"article","venue":"UKnowledge (University of Kentucky)","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cementitious; Fly ash; Carbon fibers; Cement; Environmentally friendly; Global warming; Greenhouse gas; Durability; Construction industry","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":[0.0002353639,0.0004805051,0.0001642967,0.001198474,0.0004144819,0.001145594,0.0004126264,0.0005484097,0.08309809],"category_scores_gemma":[0.0003845301,0.0002435933,0.0002879776,0.0008324553,0.0001781379,0.001180639,0.000472387,0.0005771242,0.02252734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004622758,"about_ca_system_score_gemma":0.0003952665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130278,"about_ca_topic_score_gemma":0.00298864,"domain_scores_codex":[0.9998282,0.000003502449,0.000004709228,0.00001606203,0.0001290891,0.00001832703],"domain_scores_gemma":[0.9997926,0.00003444392,0.00002115161,0.00002637107,0.00009527738,0.00003026449],"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":[0.0001701757,0.0002452915,0.0009244768,0.0009007412,0.00001818532,0.0009273365,0.0001122521,0.003097546,0.254903,0.006995962,0.1890851,0.5426201],"study_design_scores_gemma":[0.00004037651,0.0001891095,0.001942876,0.0001051941,0.00001182546,0.0004762582,0.00008739436,0.004182071,0.4491498,0.001630376,0.5421464,0.00003835896],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1164882,0.009540885,0.1142492,0.00579682,0.004645601,0.0009044842,0.0356511,0.01982416,0.6928996],"genre_scores_gemma":[0.2924461,0.01081407,0.05615822,0.000787757,0.0004904775,0.0002555049,0.01670704,0.001762043,0.6205788],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08309809,"threshold_uncertainty_score":0.2779908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452746978412238,"score_gpt":0.2457225867006315,"score_spread":0.2111951169165091,"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."}}