{"id":"W2552321961","doi":"","title":"EVALUATION OF THE ENVIRONMENTAL, MATERIAL, AND STRUCTURAL PERFORMANCE OF RECYCLED AGGREGATE CONCRETE","year":2015,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggregate (composite); Civil engineering; Environmental science; Engineering; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001161115,0.0003148928,0.0004086509,0.0001730505,0.00008419781,0.00002446481,0.0004150431,0.000273693,0.0002515786],"category_scores_gemma":[0.00001177286,0.0002936504,0.00008961756,0.0002115239,0.0001465744,0.0009583588,0.0001099524,0.0002300358,0.000003411681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158694,"about_ca_system_score_gemma":0.0001585756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002384739,"about_ca_topic_score_gemma":0.000008835013,"domain_scores_codex":[0.9984804,0.0001568704,0.0002559109,0.0002515542,0.0006428274,0.0002123748],"domain_scores_gemma":[0.9990351,0.0000250083,0.000363867,0.0004173652,0.00007180267,0.00008685325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01167587,0.00009676506,0.1848381,0.02547327,0.009186676,0.000127756,0.04037554,0.05125422,0.1805798,0.001140905,0.2029175,0.2923337],"study_design_scores_gemma":[0.003317312,0.0003456036,0.1257094,0.002134286,0.001758014,0.000004087295,0.002696457,0.0384155,0.8127434,0.0002905319,0.0108977,0.001687693],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954167,0.0003002656,4.520165e-7,0.0001450733,0.0005671917,0.0003906959,0.0001834593,0.00008108862,0.002915059],"genre_scores_gemma":[0.992153,0.00232978,0.0001260545,0.000003427926,0.00003659412,0.000001703002,0.0003958681,0.0000574279,0.004896156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6321636,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006753192869246453,"score_gpt":0.1831645046997564,"score_spread":0.17641131183051,"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."}}