{"id":"W4381617335","doi":"10.5755/j01.sace.32.1.32300","title":"Use of Blast Furnace Dust in the Production of Asphalt Concrete for Pavements, Performance and Environmental Contribution","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Architecture and Civil Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Universidad Pedagógica y Tecnológica de Colombia","keywords":"Asphalt; Blast furnace; Aggregate (composite); Ground granulated blast-furnace slag; Engineering; Waste management; Asphalt concrete; Industrial waste; Environmental science; Metallurgy; Fly ash; Materials science; Composite material","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":[0.0004209705,0.0004165366,0.0003303593,0.0004741738,0.0003762587,0.0005434365,0.000330216,0.0004007881,0.0004479136],"category_scores_gemma":[0.0004098862,0.0001154741,0.0003027828,0.0003274416,0.0002705565,0.0003125422,0.0002736598,0.0002050124,0.0001792476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476169,"about_ca_system_score_gemma":0.0003003514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534358,"about_ca_topic_score_gemma":0.00390049,"domain_scores_codex":[0.9991165,0.0001636677,0.00004603389,0.0001626332,0.0004302015,0.00008096686],"domain_scores_gemma":[0.9997565,0.00006118747,0.00004897589,0.00003124012,0.00007875809,0.0000233547],"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":[0.0003882968,0.0001409643,0.01336762,0.0001375562,0.00002572722,0.0002257018,0.0001066319,0.002025153,0.9716799,0.0000886987,0.00001534893,0.01179841],"study_design_scores_gemma":[0.00000363192,0.001032862,0.01822354,0.000007600734,0.00003617245,0.0001795827,0.0001593096,0.001167954,0.9785489,0.00004238949,0.0005917917,0.000006186228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977531,0.0002523317,0.001320309,0.000005167718,0.000002701571,0.00001315478,0.00004224872,0.000007326256,0.0006036647],"genre_scores_gemma":[0.9983991,0.0001774452,0.001006938,0.000002468693,0.000001485269,0.000004407508,0.00004596098,0.00000380976,0.00035836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534358,"threshold_uncertainty_score":0.003050804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008271440846373187,"score_gpt":0.1966123891839398,"score_spread":0.1883409483375666,"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."}}