{"id":"W2786354892","doi":"10.1155/2018/2134873","title":"Mechanical Properties and Durability of Latex‐Modified Fiber‐Reinforced Concrete: A Tunnel Liner Application","year":2018,"lang":"en","type":"article","venue":"Advances in Materials Science and Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Contech (Canada)","funders":"","keywords":"Materials science; Composite material; Durability; Fiber-reinforced concrete; Flexural strength; Compressive strength; Fiber; Ground granulated blast-furnace slag; Cement","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":[0.0008216411,0.0001524083,0.0002636867,0.0001410887,0.00004919397,0.00005669465,0.0001471449,0.00005429805,0.00002463881],"category_scores_gemma":[0.0001836739,0.0001332825,0.000007719297,0.0003282697,0.0003718275,0.0007791216,0.00008918366,0.00004549512,0.000003941529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004949097,"about_ca_system_score_gemma":0.00001982893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001206458,"about_ca_topic_score_gemma":8.17634e-7,"domain_scores_codex":[0.99891,0.0000091497,0.0004099605,0.0002162167,0.0001828668,0.0002717763],"domain_scores_gemma":[0.9995635,0.0000288668,0.00005307086,0.0001654452,0.00014418,0.00004492015],"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":[0.00001798924,2.974605e-7,0.000007938543,0.0002680239,0.00000257189,2.171072e-7,0.0001514468,0.004291664,0.9913458,0.003316405,6.691559e-7,0.0005969782],"study_design_scores_gemma":[0.0002171483,0.0000495536,0.0002251721,0.00009345102,0.000003126234,0.000003205407,0.00003022856,0.07654488,0.922322,0.00005549322,0.0002944882,0.0001611983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996285,0.0001679894,0.002640806,0.00000879221,0.0002610737,0.0002682949,0.000006741204,0.00008898458,0.0002723498],"genre_scores_gemma":[0.998167,0.0001972509,0.001487549,0.0000112718,0.00006480325,0.00004879648,0.000002070486,0.00001371823,0.000007494694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07225322,"threshold_uncertainty_score":0.5435101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257400202799357,"score_gpt":0.2267974811707514,"score_spread":0.2142234791427578,"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."}}