{"id":"W3204015605","doi":"10.1016/j.jmrt.2021.09.140","title":"Development and assessment of cement and concrete made of the burning of quinary by-product","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Research and Technology","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; York University; Western University","funders":"","keywords":"Slump; Materials science; Compressive strength; Portland cement; Ultimate tensile strength; Cement; Fineness; Quinary; Sieve (category theory); Composite material; Clinker (cement); Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000717974,0.0004207721,0.0002589819,0.0005703978,0.0001866823,0.0005159092,0.0003813333,0.0004112234,0.0009277447],"category_scores_gemma":[0.0007417267,0.0001481823,0.0003562324,0.000276589,0.0002891421,0.000624036,0.0003358862,0.0003266384,0.0002082453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164499,"about_ca_system_score_gemma":0.0004433803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655247,"about_ca_topic_score_gemma":0.005111468,"domain_scores_codex":[0.9991007,0.0001184406,0.00005588157,0.0001367446,0.0005369649,0.00005142114],"domain_scores_gemma":[0.9992957,0.00007114655,0.0002021397,0.00004861166,0.0003233447,0.00005902769],"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":[0.00008717243,0.00006021914,0.003675088,0.0002220573,0.00001068432,0.0001024856,0.00005042729,0.0003120997,0.9869449,0.00007563877,0.00001392893,0.008445265],"study_design_scores_gemma":[0.000005633738,0.002143977,0.02597166,0.00003198785,0.00007105089,0.0002782928,0.000179669,0.0009433342,0.9665152,0.00003845719,0.003808657,0.00001196346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918891,0.001957524,0.003534711,0.00002570992,0.00001232317,0.0001087494,0.00009706783,0.00003184889,0.002343001],"genre_scores_gemma":[0.986505,0.001312644,0.009422021,0.00001591382,0.000003644431,0.00003733627,0.0001820879,0.0000211693,0.002500168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655247,"threshold_uncertainty_score":0.003796995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584652795112404,"score_gpt":0.3236920194439997,"score_spread":0.2878454914928757,"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."}}