{"id":"W7015861214","doi":"","title":"The Use of Self-Healing Technology to Mitigate the Alkali–Silica Reaction Distress in Concrete","year":2024,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kryton International (Canada); University of Ottawa","funders":"","keywords":"Distress; Quality (philosophy); Work (physics); Context (archaeology)","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":[0.00083469,0.0002811627,0.0005303734,0.0003092551,0.0004183259,0.0000341685,0.001807321,0.0005030765,0.001111846],"category_scores_gemma":[0.0002297395,0.0002644878,0.0002612061,0.002045193,0.002658928,0.000347511,0.001566546,0.0006560326,0.000293817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006250703,"about_ca_system_score_gemma":0.00008994219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396027,"about_ca_topic_score_gemma":0.001754197,"domain_scores_codex":[0.9975098,0.0002499084,0.0005640955,0.0007184808,0.0005072556,0.0004504343],"domain_scores_gemma":[0.997372,0.0008968372,0.0003671912,0.001098979,0.0001055796,0.0001593564],"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":[0.0008247761,0.0001854624,0.002060042,0.0001488795,0.0001487412,0.00009998916,0.0002519269,0.0004199817,0.9491457,0.01393859,0.01741696,0.01535892],"study_design_scores_gemma":[0.00185323,0.000679226,0.02824098,0.0009504547,0.0005855524,0.0003121687,0.002133338,0.001526916,0.03607952,0.002988413,0.9233621,0.001288117],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799793,0.0001511492,0.005491765,0.006636455,0.0001807285,0.001646823,0.0002540103,0.0003750875,0.005284732],"genre_scores_gemma":[0.9846281,0.0005028737,0.01361063,0.00003558872,0.00001545652,0.000001448963,0.000009930778,0.00002348831,0.001172432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9130662,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287281356183787,"score_gpt":0.2225816324278591,"score_spread":0.2097088188660212,"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."}}