{"id":"W7019325699","doi":"","title":"Field monitoring of reinforced concrete bridge barriers reinforced with GFRP and steel bars","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Christian ministry; Bridge (graph theory); Reinforced concrete; Compressive strength; Fiber-reinforced concrete","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004036474,0.0003350415,0.0002615409,0.0007001194,0.0007467517,0.0002542982,0.0005558949,0.0005197922,0.0006490871],"category_scores_gemma":[0.0002990841,0.0001745498,0.000175588,0.0003511544,0.0003148039,0.0001871783,0.0001631147,0.0004227468,0.0001886609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141503,"about_ca_system_score_gemma":0.0013354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2283644,"about_ca_topic_score_gemma":0.3761651,"domain_scores_codex":[0.9996353,0.00003388933,0.000005700284,0.00006497545,0.0001770763,0.00008294129],"domain_scores_gemma":[0.9992775,0.00005293636,0.00005591135,0.00001826332,0.0005052492,0.00009020936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009666797,0.0007801688,0.07397034,0.0001452616,0.00003050182,0.0005758968,0.0007544807,0.003970416,0.903934,0.0001533631,0.0009532023,0.01376576],"study_design_scores_gemma":[0.000160123,0.005136896,0.7016168,0.00004733117,0.00007537534,0.0003138977,0.001455297,0.01513116,0.2711732,0.00008692809,0.004745733,0.00005720161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973563,0.00005948736,0.001072028,0.00002816221,0.000004816608,0.00006238891,0.0002840133,0.00004948508,0.001083318],"genre_scores_gemma":[0.9954706,0.00008213708,0.002040987,0.00001717933,0.000002204365,0.00004671776,0.0004055293,0.000005547556,0.001929094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283644,"threshold_uncertainty_score":0.4540703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416901053101876,"score_gpt":0.2078542188056383,"score_spread":0.1936852082746196,"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."}}