{"id":"W2598433170","doi":"10.1155/2017/7329540","title":"Model of the Mechanical Behavior of Cementitious Matrices Reinforced with Nanomaterials","year":2017,"lang":"en","type":"article","venue":"Journal of Engineering","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"European Social Fund; Trakya Üniversitesi","keywords":"Materials science; Cementitious; Composite material; Nanoindentation; Ultimate tensile strength; Microstructure; Randomness; Nanomaterials; Cement; Nanotechnology","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":[0.0001920145,0.00005702974,0.0001466546,0.00002358546,0.00004386439,0.00002125901,0.0002745735,0.00002730211,0.00006935106],"category_scores_gemma":[0.00003928862,0.00003632178,0.00005035158,0.00002407541,0.00004759221,0.0002516121,0.00009066908,0.00003590828,0.000001043356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003182235,"about_ca_system_score_gemma":0.000009372548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002802073,"about_ca_topic_score_gemma":0.000002720845,"domain_scores_codex":[0.999362,0.00000589091,0.0002963725,0.00004168649,0.0002203398,0.00007373367],"domain_scores_gemma":[0.9991915,0.000007016537,0.0005716727,0.000188294,0.00001701799,0.00002448979],"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":[0.00001929684,0.000005998425,0.00397142,0.00001350152,0.00001093957,0.000001419052,0.00002318733,0.08361178,0.9121855,0.0001237731,0.000006004009,0.0000271101],"study_design_scores_gemma":[0.0004049843,0.00009941,0.02820549,0.00009043605,0.00008251116,0.000109029,0.00001048529,0.01145974,0.9594157,0.000033441,0.00001779567,0.00007098835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976792,0.000003360145,0.001785788,0.00001101081,0.0003950096,0.00006164808,0.000003581156,0.000002977271,0.00005744283],"genre_scores_gemma":[0.9940799,0.000005981737,0.005861282,0.000001426001,0.00003054577,0.000001381256,8.298721e-8,0.000006715227,0.00001272502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07215204,"threshold_uncertainty_score":0.1481159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123406671244846,"score_gpt":0.2053765329863185,"score_spread":0.19414246627387,"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."}}