{"id":"W7027352602","doi":"","title":"The coming of eco-cement: incorporating new by-products and recycled materials into concrete","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Sustainability; Sustainable development; Work (physics); Co-processing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001710417,0.0003914333,0.0003668271,0.000416698,0.0006378645,0.002980416,0.0005463189,0.001684137,0.003596698],"category_scores_gemma":[0.001066734,0.0002422753,0.0003613793,0.0004485931,0.001775255,0.005203009,0.0007987657,0.002033656,0.0008403487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007586043,"about_ca_system_score_gemma":0.0009913014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027332,"about_ca_topic_score_gemma":0.003991173,"domain_scores_codex":[0.999279,0.0001671161,0.00003202738,0.00007103641,0.0003888009,0.00006209446],"domain_scores_gemma":[0.9993425,0.0002876005,0.00008969194,0.00004053276,0.0001961815,0.00004343129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000565099,0.0003989783,0.007758172,0.003828946,0.00008937098,0.003072345,0.002170325,0.003231146,0.1755508,0.1662691,0.01139309,0.6256726],"study_design_scores_gemma":[0.00002049777,0.001115434,0.00491627,0.0004517176,0.00008081907,0.003597593,0.003536615,0.00118895,0.1662588,0.02687619,0.7918769,0.00008017071],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2290627,0.4406607,0.06971558,0.08065995,0.004123426,0.0001534907,0.0001863319,0.000310567,0.1751273],"genre_scores_gemma":[0.6465505,0.2438761,0.04500053,0.01010803,0.001781739,0.00005345113,0.0001058984,0.0001671147,0.0523567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003596698,"threshold_uncertainty_score":0.01203215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005218033666727824,"score_gpt":0.1961907123480269,"score_spread":0.1909726786812991,"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."}}