{"id":"W4409815720","doi":"10.1088/978-0-7503-6179-8ch5","title":"Production of clean fuels by thermochemical conversion and photocatalytic splitting of water","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Subcritical and Supercritical Water Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Water splitting; Photocatalysis; Waste management; Environmental science; Clean water; Production (economics); Materials science; Chemistry; Engineering; Economics; Catalysis","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":[0.00007499204,0.0004028207,0.0003377895,0.0006666356,0.0003240041,0.000814471,0.000619358,0.0004310425,0.006363001],"category_scores_gemma":[0.00009281937,0.0002807067,0.0003968824,0.0008498714,0.0003666428,0.001540281,0.0004331747,0.0007357961,0.003682644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004411036,"about_ca_system_score_gemma":0.0003427285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006562697,"about_ca_topic_score_gemma":0.001969621,"domain_scores_codex":[0.9999171,0.00000272329,0.00000251109,0.00001126196,0.00005576538,0.0000105576],"domain_scores_gemma":[0.9999794,0.000006976477,0.000001354375,0.000004216575,0.000006127227,0.000002032495],"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":[0.00007816105,0.0001995315,0.0002000566,0.001189487,0.00002468491,0.0002392844,0.0002633631,0.001970897,0.4763409,0.09482894,0.019025,0.4056397],"study_design_scores_gemma":[0.00001226678,0.0001012302,0.0005480946,0.0001197248,0.00002268073,0.0003558978,0.00008854436,0.003391192,0.5391935,0.02232034,0.4338279,0.00001859015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09892864,0.1198269,0.08207111,0.001536449,0.001644417,0.0002500079,0.0008300514,0.000654858,0.6942576],"genre_scores_gemma":[0.2499609,0.09721959,0.04759301,0.0003745938,0.0002902213,0.0001615454,0.001385822,0.0004087795,0.6026056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006363001,"threshold_uncertainty_score":0.02128637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007238655255275062,"score_gpt":0.1897711656239975,"score_spread":0.1825325103687225,"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."}}