{"id":"W4402501646","doi":"10.11159/icceia24.163","title":"Effect of Specimen Size and Shape on the Mechanical Properties of Recycled Aggregate Concrete","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Wollongong","keywords":"Aggregate (composite); Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009647419,0.0003962918,0.0003857371,0.0003453956,0.0002822414,0.0004461508,0.0003973334,0.0005637425,0.004040057],"category_scores_gemma":[0.003859769,0.000605428,0.0003666734,0.0002647844,0.0005708851,0.0005716804,0.0003199418,0.0003563579,0.000616593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505286,"about_ca_system_score_gemma":0.0003266603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008898773,"about_ca_topic_score_gemma":0.002443398,"domain_scores_codex":[0.9994474,0.0001351458,0.00005737011,0.00009344666,0.0001894858,0.00007717776],"domain_scores_gemma":[0.9920878,0.004992004,0.0008573395,0.000613065,0.000994076,0.000455774],"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":[0.005373213,0.0002364628,0.008065083,0.00007676507,0.00004054748,0.0003699628,0.0001627937,0.008202843,0.9662654,0.00007178647,0.000159287,0.01097586],"study_design_scores_gemma":[0.00007647366,0.003936366,0.04380572,0.00001069444,0.0001310756,0.000268472,0.0001960087,0.009003207,0.9419997,0.0000487974,0.000478255,0.00004530366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985544,0.000148363,0.0005242772,0.00001590511,0.00002015936,0.00000447448,0.00003837618,0.00003540197,0.0006586612],"genre_scores_gemma":[0.9988909,0.00004820545,0.0002862633,0.00001520194,0.000005540834,0.000002685394,0.00004259556,0.00003185937,0.0006765717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004040057,"threshold_uncertainty_score":0.01351535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001124127535108,"score_gpt":0.2110962250013469,"score_spread":0.2010849837259958,"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."}}