{"id":"W4403940881","doi":"10.1007/978-3-031-75507-1_12","title":"Correlation Between Damage Parameters and Mechanical Properties of Concrete Affected by ASR","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Correlation; Materials science; Composite material; Structural engineering; Geotechnical engineering; Geology; Engineering; Mathematics; Geometry","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"],"consensus_categories":[],"category_scores_codex":[0.0000842532,0.0004199524,0.0005846544,0.0001283588,0.00003509031,0.00005847351,0.0001115678,0.0004231921,0.00007158815],"category_scores_gemma":[0.00004440984,0.0003713538,0.0001078688,0.00002561164,0.0002553584,0.0001185212,0.00009246786,0.000434227,0.00003328351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009853567,"about_ca_system_score_gemma":0.00003043086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001428506,"about_ca_topic_score_gemma":0.000005881302,"domain_scores_codex":[0.9988343,0.00001755314,0.0004042453,0.0002918408,0.0002447688,0.0002072561],"domain_scores_gemma":[0.9993844,0.0001391936,0.00008693771,0.0002645749,0.00003987936,0.00008498791],"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":[0.00124667,0.000004891368,0.0001521633,0.01428597,0.008034311,0.0002806477,0.005211605,0.001842728,0.4860409,0.4349957,0.0169804,0.03092404],"study_design_scores_gemma":[0.004225526,0.003027499,0.001623825,0.01637499,0.006089243,0.0003429413,0.0004040341,0.1585101,0.3490806,0.1187804,0.3307298,0.01081097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437127,0.009602766,0.0006990422,0.0000928041,0.001509574,0.001658531,0.001480784,0.00185034,0.1393934],"genre_scores_gemma":[0.8440239,0.0002650591,0.0003570996,0.000009510143,0.00007951193,0.00001889642,0.0001475811,0.0001867655,0.1549116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3162152,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187475171741544,"score_gpt":0.1934640849188385,"score_spread":0.1815893332014231,"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."}}