{"id":"W4410969274","doi":"10.3390/recycling10030105","title":"Alkaline Solvothermal Debromination of Commercial Brominated Polystyrene","year":2025,"lang":"en","type":"article","venue":"Recycling","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Polystyrene; Chemistry; Nuclear chemistry; Organic chemistry; Polymer","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":[0.0001834122,0.0004085351,0.0001591275,0.0001941835,0.0001610394,0.0001777129,0.0001322819,0.0001975573,0.001556194],"category_scores_gemma":[0.0001447187,0.0001301388,0.0002438935,0.0001890662,0.0001681545,0.0002477168,0.0002261448,0.0002637031,0.0002660846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143172,"about_ca_system_score_gemma":0.0002256471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009687962,"about_ca_topic_score_gemma":0.003109211,"domain_scores_codex":[0.9998689,0.00001302632,0.000008036365,0.00003026946,0.0000445743,0.00003522575],"domain_scores_gemma":[0.9999334,0.00002046786,0.00001778501,0.000006638196,0.00001388687,0.000007973489],"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":[0.00003424745,0.000006983286,0.00008727563,0.00005044671,0.000004186455,0.00002909974,0.00002615469,0.0001139913,0.9979643,0.0000320767,0.00001938675,0.001632007],"study_design_scores_gemma":[0.000001782706,0.0000488699,0.0004447454,0.000002430846,0.000003435354,0.00002221843,0.00001494332,0.0003018425,0.9986904,0.00001109436,0.0004559624,0.00000224745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899052,0.0006075938,0.006513685,0.0000356309,0.00001984286,0.00002948547,0.000217725,0.000055519,0.002615364],"genre_scores_gemma":[0.9928833,0.0006472707,0.003575909,0.00002343556,0.000007008369,0.00001492421,0.000226339,0.00002550803,0.002596358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001556194,"threshold_uncertainty_score":0.005205989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005215481553116675,"score_gpt":0.2561788658272455,"score_spread":0.2509633842741288,"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."}}