{"id":"W4396657237","doi":"10.1007/978-3-031-59349-9_77","title":"Evaluating Alkali-Silica Reaction in Low Cement Content Eco-Efficient Concrete Mixtures Through Concrete Prism Test","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Alkali–silica reaction; Cement; Prism; Alkali metal; Materials science; Alkali–aggregate reaction; Composite material; Chemistry; Organic chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006641447,0.0008278674,0.0009198755,0.0002756843,0.000134979,0.0003126547,0.0003419043,0.0005374121,0.001117128],"category_scores_gemma":[0.00008580384,0.0008182835,0.0002673992,0.00006950385,0.000231465,0.0001753026,0.000269701,0.0009015371,0.0005874267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006720675,"about_ca_system_score_gemma":0.0001515886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500634,"about_ca_topic_score_gemma":0.00003539827,"domain_scores_codex":[0.9962886,0.00004814177,0.001123773,0.0008069135,0.0009439297,0.0007886364],"domain_scores_gemma":[0.9985593,0.0003089403,0.0001813075,0.0006711524,0.0001326915,0.0001466076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000314626,0.000005951389,0.00001268106,0.00368065,0.000848628,0.0003805055,0.003105212,0.001137105,0.9391304,0.04005142,0.007009143,0.004323641],"study_design_scores_gemma":[0.002547804,0.001332828,0.00003941742,0.007318629,0.0005142245,0.00007358454,0.0006075613,0.03691779,0.192709,0.005247429,0.7493937,0.003297988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1412462,0.01463153,0.0001289878,0.0004515137,0.00442083,0.004547257,0.0008152698,0.001656237,0.8321022],"genre_scores_gemma":[0.5283027,0.006562224,0.0007731995,0.0003389719,0.00199885,0.001061578,0.001133078,0.0008899602,0.4589395],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7464214,"threshold_uncertainty_score":0.999796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901551117927442,"score_gpt":0.295221920303703,"score_spread":0.2362064091244286,"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."}}