{"id":"W2043246324","doi":"10.1061/(asce)cc.1943-5614.0000461","title":"Durability of Concrete Cylinders Wrapped with GFRP Made from Furfuryl Alcohol Bioresin","year":2014,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Furfuryl alcohol; Composite material; Durability; Epoxy; Glass fiber; Chemistry","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":[0.00016718,0.0002132718,0.0004841301,0.0001721511,0.00005353152,0.00003665417,0.0002035954,0.0001259283,0.00003285574],"category_scores_gemma":[0.00004262289,0.0001775714,0.0001836759,0.0001392076,0.0002308012,0.0003014761,0.00001297627,0.0002339935,0.000001246932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008338779,"about_ca_system_score_gemma":0.00003705074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001799424,"about_ca_topic_score_gemma":9.11576e-7,"domain_scores_codex":[0.9986554,0.00003733849,0.0006839254,0.0001290701,0.0002891564,0.0002051282],"domain_scores_gemma":[0.9986334,0.0002513184,0.0004632481,0.0002169028,0.0003179997,0.0001171311],"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":[0.0005213119,5.922183e-7,0.007977664,0.00007410534,0.0001917031,0.000002090811,0.0001164638,0.004272827,0.9723594,0.0003142373,0.00004167931,0.01412791],"study_design_scores_gemma":[0.003241477,0.0006859031,0.01304357,0.0001410886,0.0003586576,0.0003598424,0.0001604402,0.01628689,0.9640635,0.0009688078,0.0003686697,0.0003212104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493985,0.0001078638,0.0493012,0.00005006835,0.0006333071,0.00022718,0.00003527639,0.00005623261,0.0001903353],"genre_scores_gemma":[0.9262473,0.0000101609,0.07352336,0.00001113434,0.0001602512,0.00000304415,0.00001361897,0.00002713908,0.000003991307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02422216,"threshold_uncertainty_score":0.7241153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008652613672042616,"score_gpt":0.2123098458198685,"score_spread":0.2036572321478259,"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."}}