{"id":"W2319439268","doi":"10.2495/ht080101","title":"Heat recovery with low temperature spray drying for thermochemical hydrogen production","year":2008,"lang":"en","type":"article","venue":"WIT transactions on engineering sciences","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen production; Flash evaporation; Materials science; Hydrogen; Spray nozzle; Spray drying; Fluidized bed; Evaporation; Nozzle; Heat recovery ventilation; Waste heat; Chemical engineering; Heat transfer; Waste heat recovery unit; Thermochemical cycle; Waste management; Chemistry; Heat exchanger; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009524468,0.0001886939,0.0001455328,0.0001454545,0.0002493803,0.00002853331,0.0001456455,0.00007597883,0.000015198],"category_scores_gemma":[0.000007837787,0.0001593033,0.00006817133,0.0004308541,0.000092424,0.0003242547,9.488433e-7,0.0001813355,0.000005013827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006987228,"about_ca_system_score_gemma":0.00003512601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000174759,"about_ca_topic_score_gemma":0.000002259979,"domain_scores_codex":[0.9991149,0.000005066799,0.0001312035,0.0002687342,0.0001872691,0.0002928694],"domain_scores_gemma":[0.9996932,0.0000464255,0.000007104638,0.0001596423,0.00002358502,0.00007003691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001351827,0.00001878575,0.000003016651,0.00002502091,0.00002415032,0.000001645949,0.00007428803,0.5796483,0.4199182,0.00001370134,0.00001142428,0.0002478762],"study_design_scores_gemma":[0.0002741968,0.0001740825,0.00003154282,0.0001167292,0.00002116452,0.0001362959,0.00002908524,0.2345755,0.7641316,0.00002119222,0.0001596872,0.0003289614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476604,0.00008032972,0.05067192,0.00007289051,0.0005410435,0.0002371916,0.0000132927,0.000467785,0.0002551612],"genre_scores_gemma":[0.9975266,0.00004241171,0.002098371,0.00001149109,0.0001099142,0.00007399988,0.000004339453,0.00003863154,0.00009418773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3450728,"threshold_uncertainty_score":0.6496199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007413736930403456,"score_gpt":0.1857697487361253,"score_spread":0.1783560118057219,"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."}}