{"id":"W2908625746","doi":"10.56748/ejse.17213","title":"Effects of Nano-Materials on Key Properties of Cementitious Composites: A Review","year":2017,"lang":"en","type":"review","venue":"Electronic Journal of Structural Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cementitious; Cement; Quality (philosophy); Nano-; Process (computing); Construction engineering; Business; Civil engineering; Risk analysis (engineering); Engineering; Computer science; Materials science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004340562,0.0004370316,0.002533451,0.0003084842,0.00003350939,0.00004387286,0.0006480685,0.0001324028,0.00005321474],"category_scores_gemma":[0.0001157196,0.0003158681,0.0004255608,0.0001167262,0.00003610248,0.0001522501,0.00006444521,0.0004708912,0.000003204625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561781,"about_ca_system_score_gemma":0.0002005116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005304607,"about_ca_topic_score_gemma":3.641839e-7,"domain_scores_codex":[0.9974952,0.00007253056,0.001322868,0.0001339895,0.0004455182,0.0005298983],"domain_scores_gemma":[0.9986676,0.00007607186,0.0007546245,0.0003011725,0.0001314251,0.00006909518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003243172,0.00001033663,7.267221e-8,0.5802384,0.001882323,0.00003006578,0.00004492652,0.0003925267,0.322334,0.0003735054,0.00007942455,0.09458198],"study_design_scores_gemma":[0.0008062787,0.0009952806,0.000001866604,0.4235632,0.001889637,0.0003354969,0.000003056977,0.00008827294,0.4104258,0.00001911782,0.1611081,0.0007638862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009383592,0.9893497,0.00002856259,0.000003537427,0.0005629021,0.0006111048,0.00001632749,0.00002237409,0.00002188803],"genre_scores_gemma":[0.09308734,0.9065918,0.0000285741,0.000001925715,0.0001807608,0.00001785078,0.000009272442,0.0000685598,0.00001393458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1610287,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259210316852148,"score_gpt":0.2790595668875988,"score_spread":0.2564674637190772,"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."}}