{"id":"W4226309863","doi":"10.1080/21650373.2022.2056541","title":"Numerical modeling of temperature profiles in hardening belitic calcium sulfoaluminate cement-based mortars for permafrost region applications","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Cement-Based Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Permafrost; Cement; Materials science; Hardening (computing); Composite material; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195565,0.0004269203,0.0003150459,0.0003419769,0.0002886953,0.0005053525,0.0004900309,0.0006678015,0.0007479773],"category_scores_gemma":[0.0004699185,0.0002640407,0.0004682522,0.0002513416,0.0003697489,0.0003766934,0.0002550366,0.0003097996,0.0001914519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006458203,"about_ca_system_score_gemma":0.0005706825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007459274,"about_ca_topic_score_gemma":0.006736392,"domain_scores_codex":[0.9999008,0.00001318927,0.000006659907,0.00002339398,0.000040951,0.00001495698],"domain_scores_gemma":[0.9998518,0.00005720185,0.00003050952,0.0000125961,0.00003821018,0.000009608507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004125453,0.00003496932,0.002037516,0.00003983648,0.000005992178,0.00005938896,0.00005380892,0.9605625,0.03338499,0.0005314071,0.00008774675,0.003160601],"study_design_scores_gemma":[0.00000278946,0.00001677554,0.000491005,0.000002177067,0.000002889448,0.000005969885,0.000009905259,0.9952003,0.004031523,0.00007105452,0.0001614094,0.000004156926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8862057,0.0003137712,0.1066276,0.0001344979,0.00004084334,0.00008173395,0.0003011718,0.0003706477,0.005923992],"genre_scores_gemma":[0.988615,0.0001308883,0.009358018,0.00001007825,0.000003182492,0.00004584456,0.0001170959,0.00003312137,0.001686803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007459274,"threshold_uncertainty_score":0.01483172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026124895631598,"score_gpt":0.2627276315719644,"score_spread":0.2424663826156484,"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."}}