{"id":"W4415660384","doi":"10.26434/chemrxiv-2025-cgz86","title":"Aqueous Phase Reforming of Model HTL Wastewater with Pt/C and Ru/C Catalysts","year":2025,"lang":"","type":"article","venue":"ChemRxiv","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"New Brunswick Innovation Foundation","keywords":"Catalysis; Ruthenium; Platinum; Wastewater; Raw material; Hydrothermal liquefaction; Hydrogen; Hydrogen production","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":[0.0002820074,0.0004234698,0.0004887939,0.0003076806,0.0001987642,0.0003631252,0.0003455244,0.000475277,0.0009923753],"category_scores_gemma":[0.000345503,0.0001672292,0.0003620837,0.000547435,0.0001555846,0.0002618858,0.0001776829,0.0005057773,0.0003810018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004702301,"about_ca_system_score_gemma":0.0002993642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974284,"about_ca_topic_score_gemma":0.003917069,"domain_scores_codex":[0.9997099,0.00004499208,0.00003409099,0.00006296996,0.00009106992,0.00005691727],"domain_scores_gemma":[0.9999079,0.00002348968,0.00002046295,0.00001032488,0.00002931584,0.000008534261],"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":[0.0001543204,0.00003533495,0.0002113993,0.0001204251,0.000007457148,0.00005737588,0.00002355108,0.0004761957,0.9969034,0.00006283331,0.00005133007,0.001896321],"study_design_scores_gemma":[0.000006089263,0.0001063928,0.00038159,0.000003515702,0.000005013584,0.00002160551,0.00001564954,0.001480779,0.9974781,0.00001227294,0.0004863285,0.000002667371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935845,0.0005013202,0.003341252,0.00005645761,0.00002104721,0.00005599486,0.0007374603,0.00009857524,0.00160343],"genre_scores_gemma":[0.9925755,0.0004951028,0.004310457,0.00002675465,0.000007589562,0.00003332793,0.0005793258,0.00003809307,0.001933885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974284,"threshold_uncertainty_score":0.005913913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519945322626933,"score_gpt":0.2264505021228086,"score_spread":0.2179305568001817,"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."}}