{"id":"W2918341024","doi":"10.1680/jmacr.18.00437","title":"Effect of severe chloride environment on the flexural behaviour of hybrid concrete systems","year":2019,"lang":"en","type":"article","venue":"Magazine of Concrete Research","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flexural strength; Materials science; Composite material; Chloride; Microstructure; Scanning electron microscope; Tension (geology); Penetration (warfare); Reinforced concrete; Bond strength; Compression (physics); Layer (electronics); Adhesive; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001722319,0.0004255701,0.0003228253,0.0001962635,0.0002072152,0.0003492126,0.0002431721,0.0004101279,0.00109155],"category_scores_gemma":[0.0003085989,0.0002059184,0.0002947379,0.00009877421,0.0003040643,0.0003025113,0.0005019517,0.0003386411,0.000193804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776116,"about_ca_system_score_gemma":0.0001873392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292658,"about_ca_topic_score_gemma":0.002830334,"domain_scores_codex":[0.9996421,0.00006567226,0.000029102,0.00006843112,0.0001196541,0.00007502411],"domain_scores_gemma":[0.9996237,0.00005544816,0.0001145878,0.00003355998,0.00009477974,0.00007790111],"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":[0.0002142169,0.00002132926,0.0008282796,0.00004677056,0.00001725194,0.0001341931,0.00005544388,0.0004043837,0.9974164,0.000009474608,0.00001094106,0.0008413139],"study_design_scores_gemma":[0.000006584405,0.001206009,0.009419128,0.000006323833,0.00002840992,0.000199397,0.0001297427,0.0005852838,0.9877171,0.00001313623,0.0006734857,0.00001545991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989748,0.0001971516,0.0004639777,0.000008219939,0.000004415634,0.000007515653,0.00003731792,0.00001904479,0.0002876206],"genre_scores_gemma":[0.9991626,0.0001227428,0.0002684378,0.00001626561,0.000002627158,0.000004466381,0.00004623238,0.000009560218,0.000367112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292658,"threshold_uncertainty_score":0.003651559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121960334817177,"score_gpt":0.2766686864178414,"score_spread":0.2554490830696697,"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."}}