{"id":"W4392849528","doi":"10.1016/j.conbuildmat.2024.135826","title":"Understanding the dynamic rheological property of cement paste blended with steel slag powder: From interparticle force and physico-chemical parameters of view","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Rheology; Materials science; Cement; Composite material; Slag (welding); Property (philosophy); Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001593764,0.0001263035,0.0002442497,0.00005679075,0.00005052207,0.0001001578,0.00005521724,0.00005450819,0.00007838404],"category_scores_gemma":[0.00001060544,0.00007348261,0.00002057744,0.0001228181,0.0003817525,0.000123977,0.00004040289,0.00005540906,6.077527e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003380644,"about_ca_system_score_gemma":0.0000148514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008391557,"about_ca_topic_score_gemma":6.259236e-7,"domain_scores_codex":[0.999234,0.00004283196,0.0003510367,0.0001653473,0.00009082138,0.0001160204],"domain_scores_gemma":[0.9996945,0.00007462942,0.00006676043,0.0001131623,0.00003005299,0.00002087456],"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":[0.00004216997,0.000002352985,0.00006991907,0.0002029686,0.0001007883,6.803744e-7,0.0001426455,0.00003946809,0.9761412,0.01509508,0.00000966495,0.008153081],"study_design_scores_gemma":[0.0002795579,0.00004318552,0.00005017023,0.0003761035,0.00007314862,0.00005935373,0.0008082775,0.00269323,0.9898801,0.005558622,0.00005435653,0.0001239041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824935,0.0001507406,0.01635578,0.00009153779,0.0005309996,0.0001772797,0.00004619337,0.00007937867,0.00007462285],"genre_scores_gemma":[0.9945256,0.0001093838,0.005283377,0.00001376913,0.00002703327,0.00001550805,0.000005925951,0.00001275061,0.000006673311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373891,"threshold_uncertainty_score":0.2996534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627194996394011,"score_gpt":0.2289407304156672,"score_spread":0.2026687804517271,"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."}}