{"id":"W4385266317","doi":"10.1139/cgj-2022-0380","title":"Effects of fine aggregate content on the unsaturated hydraulic characteristics of recycled concrete aggregate","year":2023,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Aggregate (composite); Geotechnical engineering; Water content; Environmental science; Materials science; Composite material; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004463999,0.0002946042,0.0005514597,0.0004199212,0.0001377003,0.00004693521,0.0006131591,0.0002426028,0.00006901922],"category_scores_gemma":[0.0005747163,0.0002203554,0.0002035384,0.0008687745,0.0002172197,0.0001049282,0.00003940919,0.0009197781,0.00006481069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355106,"about_ca_system_score_gemma":0.0002009074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009876301,"about_ca_topic_score_gemma":0.0002163118,"domain_scores_codex":[0.9979033,0.000110112,0.0007729486,0.0001844754,0.000350026,0.0006791732],"domain_scores_gemma":[0.9980364,0.0005026556,0.0003202268,0.0004109331,0.0001948672,0.0005348793],"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":[0.0005093689,0.00002183422,0.0005403458,0.001184737,0.001418932,0.003839263,0.0006120661,0.01815513,0.5684265,0.002369523,0.03237116,0.3705511],"study_design_scores_gemma":[0.003179964,0.0008112938,0.03343543,0.004826297,0.0002479987,0.0007002553,0.00007388086,0.3847208,0.535176,0.0006606705,0.03487376,0.001293604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960799,0.000614594,0.0001909677,0.001550543,0.0007117101,0.00033852,0.00007048491,0.0001752442,0.0002680675],"genre_scores_gemma":[0.9979348,0.001452312,0.00003220309,0.0002128605,0.0001473932,0.00001822608,0.00001694929,0.00006349459,0.0001217273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3692575,"threshold_uncertainty_score":0.8985832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515838852955136,"score_gpt":0.19986796014558,"score_spread":0.1847095716160287,"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."}}