{"id":"W4280564975","doi":"10.3390/su14105885","title":"Thermal Performance of Concrete with Reactive Magnesium Oxide as an Alternative Binder","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Magnesium Oxide Properties and Applications","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cement; Materials science; Ultimate tensile strength; Compressive strength; Thermal conductivity; Porosity; Magnesium; Composite material; Young's modulus; Properties of concrete; Microstructure; Curing (chemistry); Oxide; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000397802,0.0004267679,0.0003612688,0.0003962874,0.0001852521,0.0002858791,0.0002319888,0.0003565373,0.0008405894],"category_scores_gemma":[0.0005184984,0.0001543872,0.0003577602,0.0003104169,0.000271006,0.0003122783,0.0002784079,0.0003083628,0.0002910666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039449,"about_ca_system_score_gemma":0.000281822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585654,"about_ca_topic_score_gemma":0.003944771,"domain_scores_codex":[0.9995884,0.00005984796,0.00003601638,0.00007200932,0.0001805765,0.00006320662],"domain_scores_gemma":[0.9997973,0.00004048477,0.00005676584,0.00001436616,0.00005473537,0.00003642575],"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":[0.0002998502,0.00003301875,0.0007982895,0.0001015774,0.00001173306,0.00004107663,0.00003809067,0.001024594,0.9956759,0.00005257736,0.00001421717,0.001909167],"study_design_scores_gemma":[0.00001343334,0.001125753,0.005776849,0.00001833528,0.00003936986,0.00006055114,0.00007383659,0.002875308,0.9888197,0.0000342252,0.00114538,0.00001726758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998473,0.0004506338,0.000373619,0.000009405182,0.000009800766,0.000007921937,0.00005273518,0.00001198063,0.0006109858],"genre_scores_gemma":[0.9984389,0.0002451536,0.0005600667,0.000006324394,0.000002497264,0.000006117152,0.00005238381,0.00000829593,0.0006802578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001585654,"threshold_uncertainty_score":0.003152847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008674031357181611,"score_gpt":0.2396520892621304,"score_spread":0.2309780579049488,"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."}}