{"id":"W4409795074","doi":"10.61091/jcmcc127b-401","title":"A data fusion algorithm based study on the presence of polybrominated diphenyl ethers (PBDEs) and novel brominated flame retardants (NBFRs) in copper laminate sorting residues","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polybrominated diphenyl ethers; Fire retardant; Chemistry; Copper; Sorting; Environmental chemistry; Computer science; Organic chemistry; Algorithm; Pollutant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117225,0.0005226192,0.0008013311,0.001581103,0.0005032514,0.0009951418,0.0006703269,0.0007645419,0.000643704],"category_scores_gemma":[0.002018164,0.0001558836,0.0008581124,0.001393366,0.0003046205,0.0009301663,0.0004467076,0.0004220092,0.0002781365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790565,"about_ca_system_score_gemma":0.0009139816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006807886,"about_ca_topic_score_gemma":0.004032644,"domain_scores_codex":[0.9990551,0.0001065736,0.00009799463,0.0002602044,0.0003450183,0.0001351541],"domain_scores_gemma":[0.999138,0.0002340455,0.00009760338,0.00007551935,0.0004086121,0.00004615991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001975939,0.0008416472,0.05280311,0.0003135488,0.0004761841,0.0007948624,0.0002800854,0.2669545,0.06410392,0.003443783,0.003995575,0.6040168],"study_design_scores_gemma":[0.00001418638,0.0001723928,0.008624927,0.00001005271,0.00005183696,0.0001355087,0.0001020048,0.9743302,0.01479917,0.0009740737,0.0007688941,0.00001679411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6889917,0.001248854,0.3025843,0.0004540415,0.000189655,0.0001419382,0.0008665935,0.001654282,0.00386872],"genre_scores_gemma":[0.9407509,0.000221179,0.05638796,0.00008003846,0.00002641569,0.00006242962,0.001356113,0.00002221179,0.001092633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006807886,"threshold_uncertainty_score":0.01353651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690613490622106,"score_gpt":0.2684015111634747,"score_spread":0.2414953762572536,"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."}}