{"id":"W1619422015","doi":"10.14359/56656","title":"Rheological Control in Production of Engineered Cementitious Composites","year":2009,"lang":"en","type":"article","venue":"ACI Materials Journal","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite material; Materials science; Rheology; Production (economics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003461118,0.00009538335,0.0002280494,0.000170499,0.0000369937,0.00005431675,0.00008624742,0.00006368828,0.0004419981],"category_scores_gemma":[0.0000353943,0.00008764022,0.00002382388,0.0001309034,0.00002639821,0.0001691858,0.000004551052,0.00007946575,0.000009315871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245668,"about_ca_system_score_gemma":0.000009885342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.73787e-7,"about_ca_topic_score_gemma":1.915354e-7,"domain_scores_codex":[0.9991137,0.00004723795,0.0005179068,0.00007054378,0.0001002175,0.0001503725],"domain_scores_gemma":[0.9997087,0.00001162044,0.00008373545,0.00008849014,0.00008711159,0.00002037462],"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":[0.0000306836,0.000009935491,0.0001077444,0.00001362777,0.00001740899,0.000005659827,0.0000310595,0.002048541,0.9951125,0.001576888,0.000365906,0.0006799889],"study_design_scores_gemma":[0.0007122902,0.00008758396,0.003855878,0.00005366596,0.00001440291,0.0003138579,0.00002825791,0.0001854936,0.9918429,0.002451044,0.0003222564,0.000132406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944946,0.00006641398,0.002673928,0.0001474633,0.002158917,0.0001036403,0.000009573266,0.00005921734,0.0002863144],"genre_scores_gemma":[0.9980646,0.00006541221,0.001461886,0.0000547343,0.0003215072,0.000004067082,0.000006585658,0.000006919473,0.00001432537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003748134,"threshold_uncertainty_score":0.4839569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006673891926319095,"score_gpt":0.2065726943518374,"score_spread":0.1998988024255183,"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."}}