{"id":"W4409300910","doi":"10.1021/acs.energyfuels.5c00090","title":"Biomass Hydropyrolysis in Molten Chloride Salts: Thermocatalytic Stability of Recycled Salts","year":2025,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"H2020 Excellent Science","keywords":"Biomass (ecology); Chemistry; Chloride; Organic chemistry; Chemical engineering; Pulp and paper industry; Waste management; Geology","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":[0.0002731645,0.000492938,0.0003961777,0.0002368953,0.0001558879,0.000606191,0.0003825648,0.0004054572,0.0007115127],"category_scores_gemma":[0.0004966751,0.0002332568,0.0003775388,0.0002389496,0.0003149738,0.0007199483,0.0004930771,0.0006372459,0.0004655888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694612,"about_ca_system_score_gemma":0.0001784374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005223055,"about_ca_topic_score_gemma":0.001265258,"domain_scores_codex":[0.9996409,0.00002555174,0.00003568628,0.00007705583,0.0001598729,0.00006092579],"domain_scores_gemma":[0.9998628,0.00002668156,0.00003023379,0.00001983524,0.00004612578,0.00001422384],"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":[0.00002973547,0.000006586155,0.000118947,0.0000546118,0.000004570653,0.0000658052,0.00002745831,0.0001359741,0.9982232,0.00004253523,0.00001826358,0.001272223],"study_design_scores_gemma":[0.000001459202,0.00003140821,0.0002706526,0.000004534216,0.000003582628,0.00002934052,0.00001367733,0.0004463021,0.9987243,0.00001107124,0.0004604364,0.000003226209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936025,0.001260628,0.003658132,0.00005570766,0.00003686935,0.00002597839,0.0001537759,0.0001050123,0.001101539],"genre_scores_gemma":[0.9946675,0.0008134315,0.002628985,0.00003783073,0.000008192103,0.00002212142,0.0002115392,0.00006279717,0.001547568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007115127,"threshold_uncertainty_score":0.002380192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005849365125695651,"score_gpt":0.201482941390982,"score_spread":0.1956335762652864,"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."}}