{"id":"W4412467722","doi":"10.1016/j.jobe.2025.113482","title":"Thematic evolution of Life Cycle Assessment in construction and demolition waste management: before and after ISO 14040 and the Paris Agreement","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Demolition; Demolition waste; Life-cycle assessment; Thematic map; Waste management; Engineering; Environmental science; Architectural engineering; Forensic engineering; Civil engineering; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000368148,0.00009401742,0.0001986624,0.0002235883,0.00003222238,0.00003731786,0.00004451281,0.0000348428,7.883233e-7],"category_scores_gemma":[0.00002227161,0.00007383472,0.00002453811,0.0001250279,0.00004024856,0.0001931639,0.0000388063,0.0001590436,3.145446e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148738,"about_ca_system_score_gemma":0.000008397948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003637098,"about_ca_topic_score_gemma":0.000003069233,"domain_scores_codex":[0.9993089,0.00001349251,0.0003869291,0.0000631999,0.0001088027,0.0001186417],"domain_scores_gemma":[0.9997155,0.00006271001,0.00009263909,0.00006876292,0.00002504417,0.00003532964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003736494,0.0000245323,0.06811442,0.007143113,0.001000418,0.000028827,0.001310864,0.7113807,0.00868722,0.03959762,0.00004700079,0.1622917],"study_design_scores_gemma":[0.001722289,0.00003534614,0.05105175,0.001714654,0.00006912215,0.00004626602,0.000517683,0.9427853,0.00049599,0.001409369,0.00005163742,0.0001006076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501527,0.00375035,0.04560362,0.00009831389,0.0001761787,0.0001199777,6.105042e-7,0.00001075531,0.0000874794],"genre_scores_gemma":[0.9897121,0.002138765,0.008099853,0.000002529733,0.00002638398,0.000008183446,1.150841e-7,0.000007859651,0.000004209242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2314046,"threshold_uncertainty_score":0.3010893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001908817736638074,"score_gpt":0.1908776148309213,"score_spread":0.1889687970942833,"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."}}