{"id":"W4401886064","doi":"10.3390/fuels5030022","title":"A Review of Catalyst Integration in Hydrothermal Gasification","year":2024,"lang":"en","type":"review","venue":"Fuels","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Office of Energy Research and Development; Government of Canada","keywords":"Hydrothermal circulation; Catalysis; Process engineering; Raw material; Supercritical fluid; Leaching (pedology); Process (computing); Chemical engineering; Waste management; Environmental science; Materials science; Chemistry; Computer science; Engineering; Organic chemistry","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":[0.000597497,0.001197183,0.001324935,0.00306096,0.0003736515,0.001007281,0.0008677114,0.0009888532,0.003541211],"category_scores_gemma":[0.0007578918,0.0005854091,0.0007419385,0.004243662,0.0003452662,0.001418091,0.000644557,0.001052529,0.001589641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509321,"about_ca_system_score_gemma":0.001355883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579977,"about_ca_topic_score_gemma":0.002360104,"domain_scores_codex":[0.9997445,0.00003528508,0.00004679518,0.00006185369,0.00008516481,0.00002634075],"domain_scores_gemma":[0.9996617,0.0001669205,0.00005773102,0.00001314018,0.00008144757,0.00001915471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006961451,0.00009586475,0.0001886268,0.1013495,0.000180786,0.0003145884,0.0001133698,0.001073099,0.006124666,0.005988774,0.02036067,0.8641405],"study_design_scores_gemma":[0.000008848246,0.0001222417,0.0006784629,0.007571887,0.0002192142,0.0007340047,0.00004892063,0.0001509851,0.002001273,0.001139233,0.987301,0.00002371321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002106566,0.9980595,0.0002686815,0.00007547611,0.0001231635,0.000006775679,0.0000334521,0.000007800626,0.001214492],"genre_scores_gemma":[0.001002756,0.9980117,0.0003249131,0.0000758566,0.00006232854,0.000007954364,0.00004489921,0.00000216486,0.0004673894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003541211,"threshold_uncertainty_score":0.01184648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04145195554047931,"score_gpt":0.3159081760119504,"score_spread":0.2744562204714711,"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."}}