{"id":"W4386051034","doi":"10.21809/rilemtechlett.2023.176","title":"Viscoelastic properties of fresh cement paste: measuring procedures and influencing parameters","year":2023,"lang":"en","type":"article","venue":"RILEM Technical Letters","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Viscoelasticity; Materials science; Rheology; Cementitious; Cement; Composite material; Viscosity; Thixotropy","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":[0.000182855,0.0001138797,0.0001806486,0.0001840514,0.00004641131,0.00002852845,0.00009253987,0.00005149342,0.000005730466],"category_scores_gemma":[0.0001354736,0.0001018329,0.00002787185,0.0003161023,0.00008544129,0.0001010601,0.00005102334,0.00009149747,0.000006692139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000713185,"about_ca_system_score_gemma":0.00001119961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006002181,"about_ca_topic_score_gemma":0.00000226764,"domain_scores_codex":[0.9991635,0.00001496334,0.0003472288,0.0001358429,0.0001532456,0.0001852066],"domain_scores_gemma":[0.9997073,0.0000400612,0.00004332409,0.0001459041,0.00003775993,0.00002567992],"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":[0.000005035869,0.000001059274,0.0002204053,0.0003796703,0.00003346107,0.000002016724,0.00007157599,0.004877455,0.9922389,0.0001946314,0.001079226,0.0008965706],"study_design_scores_gemma":[0.000320899,0.0000424675,0.001528403,0.0008853822,0.00004485205,0.00003507597,0.0003202627,0.001758353,0.9938729,0.0002347207,0.0005800832,0.0003765917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979428,0.000103809,0.0006041679,0.0003753219,0.0002584997,0.0001592619,0.000003264525,0.0005152809,0.0000375976],"genre_scores_gemma":[0.9978458,0.00004323009,0.00179125,0.0001867729,0.0000439143,0.000063917,0.000001584982,0.00001972202,0.000003773818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119102,"threshold_uncertainty_score":0.4152627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02155556495255873,"score_gpt":0.204871537561784,"score_spread":0.1833159726092252,"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."}}