{"id":"W4399680092","doi":"10.1016/b978-0-443-15672-4.00009-7","title":"Sustainable cementitious composites with recycled aggregates and fibers","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Composite material; Materials science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007715257,0.0006109494,0.000544304,0.0002650329,0.0001145604,0.0002382363,0.0002018624,0.0002617569,0.0001112628],"category_scores_gemma":[0.000001962412,0.0005407851,0.00009794285,0.00002927691,0.0001840898,0.0001232957,0.0001263049,0.0005144579,0.0001291214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807676,"about_ca_system_score_gemma":0.00003824501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002173357,"about_ca_topic_score_gemma":0.0000214053,"domain_scores_codex":[0.9984375,0.000006215891,0.0003446783,0.000457611,0.0002576971,0.0004963313],"domain_scores_gemma":[0.9992121,0.00004714917,0.00008324168,0.0004200603,0.0000823471,0.0001550648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004212513,0.000002790216,0.00001106069,0.00325727,0.0009625248,0.001012891,0.0005495029,0.0001089023,0.0001805128,0.0209954,0.0008769698,0.9720001],"study_design_scores_gemma":[0.0003918223,0.0001007844,0.00000195039,0.002033259,0.0002699905,0.0001426207,0.00003617114,0.00134521,0.0005011258,0.01003359,0.9843572,0.0007862666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008821564,0.02643542,0.000006006839,0.00003976449,0.000215307,0.0004780711,0.00002636685,0.0006057875,0.9713112],"genre_scores_gemma":[0.00940069,0.002665345,0.0003206444,0.00004830797,0.0001792987,0.00006300473,0.00004801057,0.0002790321,0.9869956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9834802,"threshold_uncertainty_score":0.9997044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004348343463735592,"score_gpt":0.1789978409119342,"score_spread":0.1746494974481986,"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."}}