{"id":"W4390733366","doi":"10.3151/jact.22.14","title":"Effect of Temperature on the Early-age Hydration and Setting Behaviour of Mixes Containing GGBS","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Concrete Technology","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Ground granulated blast-furnace slag; Cementitious; Materials science; Curing (chemistry); Activation energy; Composite material; Cement; Chemistry; Physical chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005721768,0.0001135401,0.0003047328,0.0002706843,0.00002983299,0.00002605215,0.0001485346,0.0001242506,0.00001759371],"category_scores_gemma":[0.0001573236,0.00007490469,0.0000570123,0.0002067546,0.00009631761,0.0001123302,0.0000367028,0.0004091785,7.784792e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002654079,"about_ca_system_score_gemma":0.0000162004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002414481,"about_ca_topic_score_gemma":7.049325e-7,"domain_scores_codex":[0.9991789,0.00006113417,0.0003624017,0.00008409451,0.0001653067,0.0001481705],"domain_scores_gemma":[0.9993089,0.0003693447,0.0001053306,0.0001261119,0.00006759101,0.00002268126],"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":[0.0001117283,4.549186e-7,0.0003119144,0.0001589402,0.00006855812,0.00004922121,0.0001495386,0.00008995207,0.9876215,0.0008830355,0.00002423905,0.01053086],"study_design_scores_gemma":[0.0004293522,0.002108173,0.0002247616,0.0005243464,0.00004280754,0.0000518687,0.0002365484,0.0004349813,0.9954969,0.0001733771,0.0002059197,0.00007100886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972587,0.001909043,0.00003342666,0.0002739601,0.0001834769,0.0001516612,0.00000697731,0.00005317722,0.0001295275],"genre_scores_gemma":[0.9994482,0.0002789872,0.0001967189,0.000006361067,0.00003435232,0.000006806511,9.951177e-7,0.00001775358,0.000009860448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045985,"threshold_uncertainty_score":0.3054524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00465048137690526,"score_gpt":0.2520815765178719,"score_spread":0.2474310951409666,"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."}}