{"id":"W2043249084","doi":"10.5539/jsd.v5n6p74","title":"Investigation of Salinity Effect on Compressive Strength of Reinforced Concrete","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compressive strength; Fresh water; Reinforced concrete; Materials science; Control sample; Corrosion; Saline water; Environmental science; Salinity; Composite material; Geotechnical engineering; Geology; Chemistry; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384297,0.000173228,0.000480191,0.0003274007,0.00003621865,0.00001223736,0.0001501822,0.00007689755,0.00006241905],"category_scores_gemma":[0.0002601367,0.0001458792,0.00005847915,0.0002514241,0.00005658549,0.0003743956,0.00004627874,0.0001548211,0.000003041146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297288,"about_ca_system_score_gemma":0.0001715981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003502577,"about_ca_topic_score_gemma":1.998508e-8,"domain_scores_codex":[0.9981334,0.00007561927,0.001033706,0.00005040596,0.0003928585,0.0003140358],"domain_scores_gemma":[0.9981441,0.0001861487,0.000735818,0.0001147185,0.0007249546,0.0000941842],"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":[0.0008026402,0.000005913882,0.009473341,0.005081505,0.001113759,0.0000533413,0.01237632,0.01324274,0.9352097,0.01941933,0.002061104,0.001160319],"study_design_scores_gemma":[0.0009153324,0.0003483772,0.004816321,0.0002784513,0.00002575387,0.00000599719,0.0009818369,0.0001991596,0.9909223,0.00001551096,0.001349383,0.0001415477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973103,0.00008537046,0.0005682729,0.000007064433,0.0002847508,0.0002649523,0.000002123201,0.00001541588,0.001461698],"genre_scores_gemma":[0.9983309,0.0000133202,0.00139786,0.00001847154,0.00007277832,0.000006677566,0.000008775778,0.00001866527,0.0001325636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05571264,"threshold_uncertainty_score":0.5948781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404091461645247,"score_gpt":0.2307331942839543,"score_spread":0.2166922796675018,"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."}}