{"id":"W1980075513","doi":"10.1016/j.conbuildmat.2013.04.017","title":"Properties of freshly mixed carbon fibre reinforced self-consolidating concrete","year":2013,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Composite material; Carbon fibers; Scanning electron microscope; Concrete slump test; Slump; Self-consolidating concrete; Rheology; Sieve (category theory); Cement; Compressive strength","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":[0.0002279841,0.0002193197,0.0004054091,0.000141912,0.00006658604,0.0001575839,0.00009318151,0.0001171966,0.0003128809],"category_scores_gemma":[0.00006728709,0.0001992136,0.00002553612,0.000119573,0.000148507,0.0003068289,0.00006376686,0.00005652134,0.00001101581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003510659,"about_ca_system_score_gemma":0.00002037077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006171453,"about_ca_topic_score_gemma":1.162605e-7,"domain_scores_codex":[0.9987639,0.00005071432,0.0006406743,0.0001635498,0.0001266703,0.0002544742],"domain_scores_gemma":[0.9994031,0.00002497429,0.0001843796,0.0001697116,0.0001683568,0.0000495105],"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":[0.000009257496,2.003373e-7,0.00005913309,0.0004508088,0.00006072891,3.908802e-7,0.0001428463,0.00005990336,0.9957139,0.002981992,0.00005746935,0.0004633405],"study_design_scores_gemma":[0.0003923167,0.00002481746,0.00005696391,0.0002260558,0.00002067093,0.00003168051,0.0001810606,0.001506069,0.9970173,0.0000481226,0.0002667432,0.0002281566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964631,0.00006181556,0.0001731894,0.00001625468,0.001136621,0.0004339824,0.00001430021,0.0003620938,0.001338694],"genre_scores_gemma":[0.9943602,0.00004912214,0.005325146,0.00001806302,0.0001227184,0.00005271949,0.000008976857,0.00003176518,0.00003127429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005151956,"threshold_uncertainty_score":0.8123693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008719383946527222,"score_gpt":0.1847773792103755,"score_spread":0.1760579952638483,"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."}}