{"id":"W3110904373","doi":"10.1088/1757-899x/978/1/012024","title":"The Performance of Slag Containing Engineered Cementitious Composites","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Fly ash; Materials science; Cementitious; Cement; Durability; Ultimate tensile strength; Composite material; Composite number; Cracking; Slag (welding)","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":[0.0004807772,0.0002068575,0.0002827094,0.00007679247,0.0001939761,0.0003353744,0.000356812,0.00003876538,0.00005254841],"category_scores_gemma":[0.0001226848,0.0001707526,0.00001438455,0.0003786612,0.0003091622,0.0007137544,0.0001261633,0.00007118467,0.00000726387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003326918,"about_ca_system_score_gemma":0.00005558525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004148083,"about_ca_topic_score_gemma":3.033018e-7,"domain_scores_codex":[0.9986877,0.000008616644,0.0004174749,0.0001789263,0.0003020815,0.0004051772],"domain_scores_gemma":[0.9993839,0.00003871258,0.00006600266,0.0001574532,0.0002622263,0.0000917611],"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":[0.00002390842,6.028362e-7,0.00001391664,0.0002243494,0.00001547836,9.476514e-7,0.0004362216,0.004338977,0.9881688,0.006543184,0.00001436602,0.0002191963],"study_design_scores_gemma":[0.0001684809,0.0001623093,0.0003347916,0.00007337627,0.000007420304,0.000005401542,0.0001704934,0.04319379,0.9545013,0.000005177831,0.001180327,0.0001970941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974437,0.00008999654,0.0008889488,0.0001160155,0.000540572,0.0001883177,0.00001906343,0.0002002939,0.0005131188],"genre_scores_gemma":[0.9990166,0.0002979917,0.0005171082,0.00003307946,0.0000766978,0.00002380232,0.000005646039,0.00002054134,0.000008520193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03885481,"threshold_uncertainty_score":0.6963089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397705648237788,"score_gpt":0.1954511700877515,"score_spread":0.1814741136053737,"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."}}