{"id":"W4399787839","doi":"10.4028/p-gw4vsr","title":"A Review on the Effect of Marble Powder on Properties of Self-Compacting Concrete","year":2024,"lang":"en","type":"review","venue":"Advances in science and technology","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Ultimate tensile strength; Compressive strength; Flexural strength; Aggregate (composite); Cement; Grinding; Properties of concrete; Composite material; Metallurgy","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":[0.001161842,0.0001730045,0.0007910096,0.0004218161,0.00003266039,0.00001442388,0.0004514488,0.00008761085,0.000008460805],"category_scores_gemma":[0.0003300418,0.00008462047,0.00004399001,0.001383973,0.0004785483,0.00008589568,0.0001296304,0.0003185082,0.00001004792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004950005,"about_ca_system_score_gemma":0.0000609991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001816701,"about_ca_topic_score_gemma":6.267286e-7,"domain_scores_codex":[0.9989555,0.00005144931,0.0003196013,0.0002245951,0.0002263158,0.0002224825],"domain_scores_gemma":[0.9994044,0.0001696674,0.00007404306,0.000303272,0.00003454984,0.0000140948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003466241,0.000001263367,0.000003231191,0.1270232,0.00002621122,0.000003607088,0.0000208726,0.000001360772,0.001306565,0.001170518,0.00005984361,0.8703799],"study_design_scores_gemma":[0.00007283199,0.0005487751,7.225388e-8,0.1595246,0.0001206904,0.00001374039,0.0000278095,0.0000756439,0.02759618,0.00006611113,0.8117793,0.0001742786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004989031,0.9930317,1.547871e-7,0.00005150222,0.000116835,0.0006390766,0.000003371031,0.00006188532,0.001106448],"genre_scores_gemma":[0.02088293,0.978949,0.000007100347,0.000009598596,0.000008909203,0.0001252004,3.324708e-7,0.00001145159,0.000005447133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8702056,"threshold_uncertainty_score":0.3450723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458181683853627,"score_gpt":0.3333977146777347,"score_spread":0.3088158978391984,"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."}}