{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003754685,0.00009950389,0.000163762,0.00009667238,0.00007939761,0.00001437371,0.0002050803,0.00007072616,0.0002842218],"category_scores_gemma":[0.00005915413,0.00009700754,0.00006134359,0.0003290031,0.0000789886,0.00009392685,0.0001488604,0.00008718221,0.00003769396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006268001,"about_ca_system_score_gemma":0.000004802946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003968337,"about_ca_topic_score_gemma":0.00005140917,"domain_scores_codex":[0.999141,0.00005593643,0.0002938316,0.0001939441,0.000152097,0.0001632117],"domain_scores_gemma":[0.9995879,0.00006550355,0.0001085636,0.0002042208,0.000009071123,0.00002476805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007410246,0.0002340946,0.06544238,0.00007112762,0.00004955643,0.000003518132,0.0002022033,0.001181228,0.2657007,0.00127284,0.005948894,0.6598193],"study_design_scores_gemma":[0.001692735,0.0001956951,0.3142171,0.0006001958,0.0001628255,0.000002904999,0.0002080482,0.03280878,0.6039816,0.006255963,0.03922392,0.0006501807],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054496,0.00003714418,0.01847053,0.0003387347,0.0001624722,0.0001891957,0.000001952569,0.0001273748,0.07522304],"genre_scores_gemma":[0.9922678,0.00003946074,0.004792582,0.0001495014,0.00002153364,0.000007934669,0.000008104165,0.000009332602,0.002703718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6591691,"threshold_uncertainty_score":0.3955853,"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."}}