{"id":"W2256464641","doi":"10.2172/1073770","title":"Super Boiler: Packed Media/Transport Membrane Boiler Development and Demonstration","year":2013,"lang":"en","type":"report","venue":"","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boiler (water heating); Flue gas; Combustion; Waste management; Combustor; Engineering; Heat transfer; Process engineering; Nuclear engineering; Environmental science; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603314,0.0003574089,0.0002099902,0.0002913762,0.0004088824,0.0003777861,0.0007892284,0.0004705848,0.002982506],"category_scores_gemma":[0.0002526238,0.0001797073,0.0002959616,0.0002178292,0.000221023,0.0004365152,0.0005449909,0.0007767481,0.0008237204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004728553,"about_ca_system_score_gemma":0.000790593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996734,"about_ca_topic_score_gemma":0.003175343,"domain_scores_codex":[0.999662,0.00003390717,0.000008589033,0.00003213023,0.0002107696,0.00005250524],"domain_scores_gemma":[0.999817,0.00001769173,0.0000135453,0.00002561319,0.00007301545,0.00005313938],"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":[0.0008081128,0.0004128549,0.001887215,0.0001549553,0.00001968366,0.0003671596,0.00008883275,0.005711234,0.9366375,0.003219708,0.002725352,0.04796734],"study_design_scores_gemma":[0.0001154929,0.001309025,0.003468063,0.000008337452,0.00001083963,0.000327396,0.00002965727,0.01831333,0.9585745,0.0002097472,0.0176165,0.00001707552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226024,0.0003376019,0.151564,0.0003376692,0.0001169878,0.0004966081,0.001419473,0.003631643,0.01949348],"genre_scores_gemma":[0.8788642,0.0003581181,0.09763434,0.0000805355,0.0000172183,0.0002697849,0.002041829,0.0002100831,0.02052386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002996734,"threshold_uncertainty_score":0.00997746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758156400235542,"score_gpt":0.2064696034697384,"score_spread":0.188888039467383,"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."}}