{"id":"W3113091345","doi":"10.1080/19648189.2020.1847691","title":"Durability performance evaluation of green geopolymer concrete","year":2020,"lang":"en","type":"article","venue":"European Journal of Environmental and Civil engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Durability; Carbonation; Sorptivity; Waterproofing; Ground granulated blast-furnace slag; Cementitious; Efflorescence; Shrinkage; Materials science; Construction engineering; Forensic engineering; Architectural engineering; Engineering; Cement; Composite material","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":[0.0005672116,0.00008827282,0.0001365325,0.00003148648,0.00001437674,0.000009631988,0.00008812718,0.00001056543,0.0004332118],"category_scores_gemma":[0.00001151515,0.00008158953,0.00003757298,0.00003123271,0.00002664788,0.0001300058,0.00004146967,0.0001042272,0.000009538037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002344337,"about_ca_system_score_gemma":0.00000415888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.298483e-7,"about_ca_topic_score_gemma":7.939273e-8,"domain_scores_codex":[0.999203,0.00005366788,0.0002821433,0.00006322963,0.0002921666,0.0001057756],"domain_scores_gemma":[0.9997762,0.00001240718,0.0000470298,0.00005832988,0.000009964045,0.00009604956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002611403,0.000002671649,0.001196932,0.000131002,0.00006070055,0.000008260813,0.0005030844,0.01642017,0.9645802,0.000001860541,0.00003016292,0.01703887],"study_design_scores_gemma":[0.003098968,0.0009725039,0.2499554,0.0001843786,0.0001944373,0.00008185182,0.0003561241,0.4616907,0.2798307,0.000002747536,0.00313051,0.0005016405],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978984,0.001053456,0.0001372906,0.00002746168,0.0000663804,0.00005290104,0.000007020368,0.0000113235,0.0007457777],"genre_scores_gemma":[0.9994519,0.0003602749,0.00004616182,0.00001037244,0.0001065591,5.101531e-7,0.000001481062,0.00001819055,0.000004594523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6847494,"threshold_uncertainty_score":0.4743366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160588290519667,"score_gpt":0.1876571424275641,"score_spread":0.1715983133755974,"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."}}