{"id":"W4396603515","doi":"10.1007/978-3-031-59419-9_68","title":"Variability in the Assessment of Damage in Concrete Due to Alkali-Silica Reaction Through the Use of the Damage Rating Index Method","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":"Université Laval; EnGlobe (Canada)","funders":"","keywords":"Alkali–silica reaction; Index (typography); Alkali–aggregate reaction; Forensic engineering; Alkali metal; Environmental science; Geotechnical engineering; Materials science; Composite material; Engineering; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.002188408,0.0003055411,0.0005379749,0.000104203,0.00006456214,0.0001178465,0.0005338741,0.0001981974,0.0001814944],"category_scores_gemma":[0.0001485548,0.0001798042,0.0001442065,0.0001485683,0.0001700436,0.0001959073,0.0003548541,0.0007225535,0.000003479135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613907,"about_ca_system_score_gemma":0.0001169895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007383642,"about_ca_topic_score_gemma":0.0007871808,"domain_scores_codex":[0.9977419,0.0004112338,0.0007500242,0.0003059829,0.000528648,0.0002621896],"domain_scores_gemma":[0.9976297,0.001156026,0.000141927,0.0009750414,0.00007363618,0.00002366158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002504004,0.0000194753,0.001026626,0.00413964,0.0006747697,0.00008606876,0.02131879,0.01069668,0.3159493,0.6385674,0.003645231,0.003625565],"study_design_scores_gemma":[0.001281163,0.000476354,0.02396186,0.004641919,0.000459002,0.00003738947,0.003827206,0.04244496,0.05305165,0.05410863,0.8138997,0.001810183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3008628,0.0003270463,0.005516115,0.002129254,0.00170047,0.007272495,0.0009781636,0.0002287058,0.680985],"genre_scores_gemma":[0.981243,0.000189452,0.002000479,0.0001781852,0.0001912475,0.0002806782,0.00004486939,0.0001239974,0.01574816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8102545,"threshold_uncertainty_score":0.7332203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927893085565489,"score_gpt":0.3172296952189385,"score_spread":0.2679507643632836,"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."}}