{"id":"W2898950903","doi":"10.1051/matecconf/201819903002","title":"Outdoor exposure site testing for preventing Alkali-Aggregate Reactivity in concrete – a review.","year":2018,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Alkali–silica reaction; Cementitious; Alkali–aggregate reaction; Durability; Aggregate (composite); Service life; Environmental science; Forensic engineering; Computer science; Engineering; Materials science; Reliability engineering; Cement; Composite material; Database","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":[0.0008065821,0.0001494718,0.0003731179,0.000094866,0.00004051453,0.00004850586,0.0001894938,0.00006033836,0.0002762856],"category_scores_gemma":[0.0002827579,0.0001377382,0.00004814451,0.0001988295,0.00007519362,0.0001442876,0.0000592314,0.00008147752,0.00002049355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001729998,"about_ca_system_score_gemma":0.0001350003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323792,"about_ca_topic_score_gemma":0.0001074355,"domain_scores_codex":[0.9988472,0.00005945401,0.0004047863,0.0001859833,0.0001797263,0.0003227821],"domain_scores_gemma":[0.9993006,0.0001843762,0.0001045839,0.0001913537,0.0001756778,0.00004339175],"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":[0.00004350184,0.000005003429,0.0150912,0.003700911,0.00004018498,0.000003532989,0.0001622741,0.000004234038,0.9564322,0.0002554122,0.000605013,0.02365655],"study_design_scores_gemma":[0.001726981,0.0008744223,0.009601739,0.009349976,0.00008229834,0.000008291669,0.0001987604,0.02647464,0.9128569,0.0006191625,0.03745189,0.000754975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883135,0.001285401,0.00009889252,0.00007395069,0.0001536891,0.0005428393,0.00004153039,0.0000978681,0.00939236],"genre_scores_gemma":[0.9986606,0.0005077507,0.0004861421,0.00002504975,0.00009544878,0.00009464829,0.000013638,0.00001788984,0.00009887996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04357531,"threshold_uncertainty_score":0.5616801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04007758509636056,"score_gpt":0.2920578839862058,"score_spread":0.2519802988898452,"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."}}