{"id":"W4289524224","doi":"10.1007/s41062-022-00894-w","title":"Alkali-activated materials: advances on accelerated and long-term durability assessment and methodologies—a short review","year":2022,"lang":"en","type":"article","venue":"Innovative Infrastructure Solutions","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Durability; Mortar; Portland cement; Materials science; Wetting; Composite material; Accelerated aging; Compressive strength; Cement; Composite number; Porosity; Forensic engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112499,0.001320586,0.001448085,0.00217689,0.0002446936,0.001341537,0.0009747243,0.001055154,0.001739228],"category_scores_gemma":[0.001158338,0.0004442734,0.0007123815,0.002680812,0.0005368988,0.002310382,0.0007117433,0.001149627,0.001122632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909753,"about_ca_system_score_gemma":0.001302171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008181055,"about_ca_topic_score_gemma":0.001291787,"domain_scores_codex":[0.9995315,0.0000425816,0.00006536776,0.0001349594,0.0001869095,0.00003857677],"domain_scores_gemma":[0.9990454,0.0004679098,0.0001504539,0.00003628918,0.0002602548,0.00003968848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001782121,0.00022358,0.0006191544,0.03362793,0.0001604766,0.0001428142,0.0000840025,0.00130177,0.02211671,0.003898861,0.01058948,0.927057],"study_design_scores_gemma":[0.00002614402,0.0005783775,0.002799163,0.00411111,0.0006280923,0.001112978,0.0002181339,0.001144176,0.03649057,0.003688632,0.9490839,0.0001188031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007750143,0.9966293,0.001249765,0.0001119723,0.0002580153,0.00001476339,0.00005322908,0.00001365604,0.0008943858],"genre_scores_gemma":[0.003806517,0.993674,0.00126585,0.0001242697,0.0002795276,0.00001701792,0.00008135142,0.000005303812,0.0007461262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00217689,"threshold_uncertainty_score":0.005949616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08416186983474216,"score_gpt":0.3858679891100004,"score_spread":0.3017061192752583,"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."}}