{"id":"W4390112387","doi":"10.3390/app14010108","title":"Concrete with Organic Waste Materials as Aggregate Replacement","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Husk; Waste management; Compressive strength; Slump; Environmental science; Portland cement; Aggregate (composite); Corncob; Cement; Flexural strength; Straw; Biodegradable waste; Properties of concrete; Materials science; Composite material; Raw material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887449,0.0004272132,0.0002520692,0.0003868577,0.000150423,0.0002900035,0.0002395991,0.0002314844,0.0009653171],"category_scores_gemma":[0.0001553588,0.000103687,0.0003611854,0.0005277703,0.0001688613,0.0002468016,0.0002666194,0.0002098255,0.000313447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298627,"about_ca_system_score_gemma":0.0003653681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343329,"about_ca_topic_score_gemma":0.004770617,"domain_scores_codex":[0.9997496,0.00002899581,0.00001763234,0.00004018815,0.0001268765,0.00003659057],"domain_scores_gemma":[0.9998749,0.00001018625,0.00004735378,0.0000137388,0.00003143738,0.00002234041],"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":[0.0002516213,0.0001741169,0.002090441,0.0003158951,0.00004106791,0.0001816382,0.00003125241,0.004958273,0.9788952,0.0001781216,0.00004368593,0.01283871],"study_design_scores_gemma":[0.00002066378,0.00281955,0.007823294,0.00003576307,0.0001055507,0.0002325899,0.00006389785,0.003502601,0.981015,0.0001154344,0.004249218,0.00001635379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961137,0.001092522,0.001300481,0.00001096839,0.00001680631,0.00003442785,0.00008778254,0.00002427658,0.001319002],"genre_scores_gemma":[0.9941759,0.001037018,0.002559196,0.0000113592,0.0000044548,0.00001375429,0.0001302149,0.000004317304,0.00206368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001343329,"threshold_uncertainty_score":0.00322932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740773667826387,"score_gpt":0.2479144119810041,"score_spread":0.2305066753027402,"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."}}