{"id":"W4407130917","doi":"10.1016/j.jobe.2025.112025","title":"Recycled filtered contaminants from liquid-fed pyrolysis as novel building composite material","year":2025,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Defense Advanced Research Projects Agency; U.S. Department of Defense; National Science Foundation; Thompson Community Foundation","keywords":"Composite number; Pyrolysis; Contamination; Waste management; Materials science; Composite material; Environmental science; Pulp and paper industry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001256684,0.0003868448,0.0001813323,0.0003920876,0.0001254156,0.0003117691,0.00016148,0.0002681265,0.000774885],"category_scores_gemma":[0.00011092,0.0001613097,0.0002406348,0.0002404807,0.0001024318,0.0002354959,0.000154903,0.0003583348,0.0003555539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842265,"about_ca_system_score_gemma":0.0001440827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003764011,"about_ca_topic_score_gemma":0.001253472,"domain_scores_codex":[0.9999009,0.000008388537,0.000005620321,0.00002053612,0.00004278756,0.00002169723],"domain_scores_gemma":[0.9999375,0.00000817042,0.00001764537,0.000005887762,0.00001809888,0.00001264434],"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":[0.00003559095,0.00001441797,0.00007943509,0.00003721841,0.000003077214,0.00004890798,0.000006881064,0.0003152232,0.9980018,0.00003609871,0.00001492806,0.001406412],"study_design_scores_gemma":[0.000002472724,0.0001321086,0.001027304,0.000003900345,0.000008455051,0.0000604933,0.00001100898,0.0009103931,0.9971227,0.00001135695,0.00070488,0.000004867743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918523,0.0006197746,0.005831282,0.00001781691,0.00002176733,0.00002365155,0.0001779587,0.0001227761,0.001332677],"genre_scores_gemma":[0.990616,0.0004290535,0.006653738,0.00001715902,0.000004652996,0.00002172611,0.0001510667,0.00003542553,0.002071082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000774885,"threshold_uncertainty_score":0.002592266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006099712147092921,"score_gpt":0.2335905620472223,"score_spread":0.2274908499001294,"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."}}