{"id":"W4394617143","doi":"10.1016/j.jobe.2024.109177","title":"Enhanced freeze-thaw resilience of cement mortars through Nano-SiO2 and single/hybrid basalt fiber incorporation: Assessing workability, strength, durability","year":2024,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Yüzüncü Yil Üniversitesi","keywords":"Durability; Resilience (materials science); Mortar; Materials science; Basalt fiber; Cement; Composite material; Fiber; Nano-; Basalt; Geology","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":[0.0007850651,0.000207536,0.000372555,0.0001965655,0.0000430578,0.0002217344,0.0001887374,0.0000631825,0.0001420504],"category_scores_gemma":[0.0001598985,0.0001956014,0.00009945792,0.0002985437,0.00004886176,0.0008266452,0.00009059079,0.0003087927,0.000001238622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775298,"about_ca_system_score_gemma":0.00006211256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001788229,"about_ca_topic_score_gemma":0.000002519821,"domain_scores_codex":[0.9982105,0.00003579268,0.0007814351,0.0002057261,0.0004776906,0.0002887936],"domain_scores_gemma":[0.9992051,0.0002424854,0.0001100101,0.0002179474,0.0001275681,0.00009694402],"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":[0.00001238352,0.00001802755,0.0002537341,0.0009418993,0.00008133084,0.00002662689,0.0001445094,0.0955342,0.896823,0.0001002094,0.0001182322,0.005945847],"study_design_scores_gemma":[0.0002171841,0.0001358324,0.001132472,0.001372465,0.00004584391,0.00004974634,0.00007260279,0.0363424,0.9593307,0.000246475,0.0008080413,0.0002461695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458008,0.001535002,0.05163201,0.00004882643,0.0006280958,0.0001162259,0.00000897026,0.0000875058,0.0001425188],"genre_scores_gemma":[0.9883757,0.0001939077,0.01114903,0.000003434249,0.0002220138,0.000004895505,0.000002056737,0.00003733164,0.00001166938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06250776,"threshold_uncertainty_score":0.7976394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657033723598247,"score_gpt":0.2665824317466168,"score_spread":0.2500120945106344,"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."}}