{"id":"W3211072575","doi":"","title":"Sustainable Masonry: Mortar Containing Biochar and Recycled Aggregate in Concrete Blocks","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry; Biochar; Mortar; Aggregate (composite); Geotechnical engineering; Environmental science; Materials science; Civil engineering; Waste management; Engineering; 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":[0.00007410436,0.0006671019,0.0008248449,0.0009039866,0.000147339,0.0001618853,0.0005307978,0.0007034657,0.000301135],"category_scores_gemma":[0.00002300258,0.0008426206,0.0001396334,0.000724918,0.00007263005,0.001900607,0.0001642705,0.0008883167,0.00005101165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825792,"about_ca_system_score_gemma":0.0002211971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900163,"about_ca_topic_score_gemma":0.00007692615,"domain_scores_codex":[0.9977672,0.00009048315,0.0003150685,0.0006908234,0.0002670809,0.000869383],"domain_scores_gemma":[0.9988098,0.0001182881,0.0002256449,0.0005266651,0.00006674937,0.0002528566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01647776,0.000137925,0.2422927,0.03752955,0.006851378,0.03874967,0.06752062,0.01755026,0.005772137,0.04196477,0.4920057,0.03314755],"study_design_scores_gemma":[0.01337339,0.00110682,0.01953944,0.008851771,0.0008951011,0.00001647523,0.08957902,0.018014,0.07070568,0.0006165426,0.7670525,0.01024929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693275,0.001047328,0.00001743574,0.001188075,0.0004420677,0.0007027729,0.0000509126,0.0007118151,0.02651208],"genre_scores_gemma":[0.7456403,0.007101578,0.0003626631,0.00004390534,0.000071487,0.000005225902,0.0007922357,0.0001959261,0.2457866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2750468,"threshold_uncertainty_score":0.9994025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003827856480583261,"score_gpt":0.1720160524648598,"score_spread":0.1681881959842765,"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."}}