{"id":"W2274456854","doi":"","title":"Application of Advanced Cementitious Materials in Infrastructure","year":2016,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Durability; Precast concrete; Cementitious; Silica fume; Engineering; Civil engineering; Forensic engineering; Cement; Materials science; Waste management; Fly ash; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009773572,0.0002794285,0.0001127263,0.0005851667,0.000217672,0.0004793073,0.000190042,0.0002931106,0.002023317],"category_scores_gemma":[0.0001171247,0.0001428936,0.0001931942,0.0004935132,0.0002148334,0.0003911684,0.0004557339,0.0002899872,0.0005589347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039053,"about_ca_system_score_gemma":0.0004454869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006473517,"about_ca_topic_score_gemma":0.001839767,"domain_scores_codex":[0.9998708,0.00001103308,0.000004744762,0.00002512887,0.00005776364,0.00003043436],"domain_scores_gemma":[0.9999518,0.000006871593,0.00001197833,0.000006126819,0.00001415965,0.00000905461],"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":[0.00005964045,0.0001195149,0.00279432,0.0009380305,0.00001386819,0.0007159057,0.0003339752,0.008950623,0.8211326,0.02691901,0.001673821,0.1363486],"study_design_scores_gemma":[0.00001227028,0.0008058626,0.008677198,0.0002197101,0.00005166941,0.001444561,0.0004014594,0.009169262,0.7136155,0.005616816,0.2599417,0.0000439571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.638454,0.04745331,0.07993713,0.001099415,0.0004005647,0.0002261346,0.0003295952,0.0005269219,0.2315728],"genre_scores_gemma":[0.9584208,0.01069511,0.01463055,0.00005839641,0.00004139678,0.00002867307,0.00007204685,0.00002018317,0.0160329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002023317,"threshold_uncertainty_score":0.006768644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006953853164504544,"score_gpt":0.2308100771678097,"score_spread":0.2238562240033051,"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."}}