{"id":"W4391708347","doi":"10.1016/j.jobe.2024.108706","title":"Synergistic effects of steel slag and lithium slag in carbonation-cured cement pastes: Carbonation degree, strength and microstructure","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Carbonation; Microstructure; Materials science; Slag (welding); Cement; Metallurgy; Lithium (medication); Degree (music); Composite material","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":[0.000231449,0.0001382537,0.0002370665,0.0004320621,0.00001248555,0.00008084072,0.00007029922,0.00006699179,0.000004224104],"category_scores_gemma":[0.00009090389,0.000129154,0.0000329674,0.0001885468,0.00001272975,0.0001513774,0.00003350133,0.000214473,7.788749e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009602595,"about_ca_system_score_gemma":0.00001924795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001294469,"about_ca_topic_score_gemma":0.000003601847,"domain_scores_codex":[0.9991262,0.0000158764,0.0003579874,0.0001014583,0.0002264208,0.0001720829],"domain_scores_gemma":[0.999589,0.0001955458,0.00004368658,0.0000644231,0.00004608487,0.00006125282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000817339,0.000003674458,0.0001994811,0.001921246,0.0000807668,0.00004686356,0.0003719027,0.02306446,0.9705626,0.0002861318,0.00002859283,0.003426069],"study_design_scores_gemma":[0.001245571,0.0002131115,0.01214533,0.00339182,0.0001131315,0.00005978345,0.0001148627,0.5744177,0.4068609,0.0001189677,0.0009434765,0.0003754544],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888107,0.008093178,0.002302346,0.00002348295,0.0006003042,0.0001055635,0.000005570535,0.00002977564,0.00002906504],"genre_scores_gemma":[0.9981659,0.0006074058,0.001031433,0.000001747389,0.0001515674,0.000004127559,0.000001636368,0.00002724438,0.000008909281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5637018,"threshold_uncertainty_score":0.5266746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005935186231830846,"score_gpt":0.2170180462846847,"score_spread":0.2110828600528538,"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."}}