{"id":"W3040911267","doi":"10.34031/2618-7183-2020-3-3-28-39","title":"USE OF IRAQ CONCRETE SCRAP AS FILLER AND AGGREGATE OF HEAVYWEIGHT AND LIGHTWEIGHT CONCRETE","year":2020,"lang":"en","type":"article","venue":"Construction Materials and Products","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Portland cement; Filler (materials); Compressive strength; Materials science; Scrap; Demolition; Demolition waste; Polymer concrete; Cement; Clinker (cement); Curing (chemistry); Raw material; Aggregate (composite); Properties of concrete; Building material; Composite material; Waste management; Civil engineering; Metallurgy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001052174,0.0002180176,0.0004824131,0.00006687547,0.00005346172,0.0000714456,0.00005690829,0.00010435,0.0001047407],"category_scores_gemma":[0.00008984937,0.0001974587,0.0000177009,0.0001284661,0.0004172129,0.0003981093,0.00006609478,0.00007952221,0.000004381914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005878072,"about_ca_system_score_gemma":0.00002101199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002040351,"about_ca_topic_score_gemma":2.152314e-7,"domain_scores_codex":[0.9988985,0.00004984378,0.0004498133,0.0003103629,0.0001128462,0.0001786115],"domain_scores_gemma":[0.999361,0.0000455038,0.0001730409,0.0001781487,0.0001161668,0.0001261719],"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":[0.000108158,2.453037e-7,0.0009582457,0.001054101,0.00006706855,0.000004237051,0.0003795162,0.000005843428,0.9894531,0.0011439,0.0001777311,0.006647866],"study_design_scores_gemma":[0.0005153759,0.0001173804,0.001055,0.0001741888,0.00004415288,0.0001524405,0.00003977438,0.000517238,0.9908605,0.0001018404,0.006204189,0.0002179227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950184,0.003454644,0.00001039441,0.0004026651,0.0005371568,0.0002881263,0.0001059747,0.0000776054,0.0001050989],"genre_scores_gemma":[0.9901524,0.006446912,0.003111361,0.00005101542,0.0001666273,0.000006343662,0.00001429271,0.00002912064,0.00002190141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006429944,"threshold_uncertainty_score":0.8052133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856111010928668,"score_gpt":0.1946052792488732,"score_spread":0.1760441691395865,"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."}}