{"id":"W4246030262","doi":"10.22215/etd/2009-06179","title":"Thermal modeling of solid oxide fuel-cell based biomass gasification systems","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Fuel cells; Oxide; Solid oxide fuel cell; Biomass gasification; Engineering; Materials science; Chemistry; Waste management; Chemical engineering; Metallurgy; Physical chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005242144,0.0004258049,0.0006081003,0.0002314928,0.00008141949,0.00006738796,0.0006194856,0.0003592319,0.000361346],"category_scores_gemma":[0.00003896221,0.0003959958,0.0001389599,0.0001989839,0.00003574353,0.0002476578,0.00002126064,0.0001577479,0.0002310713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337601,"about_ca_system_score_gemma":0.0002034217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000219694,"about_ca_topic_score_gemma":0.0000363125,"domain_scores_codex":[0.9969398,0.0001250785,0.00109676,0.0006566406,0.0007436473,0.0004381081],"domain_scores_gemma":[0.9977245,0.00006893794,0.0009034612,0.0007863646,0.0004203624,0.00009631817],"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":[0.00008789653,0.0001279316,0.000004146422,0.001224096,0.000007010311,0.00000245306,0.0001081556,0.1787633,0.8194625,0.00007368142,0.00007920233,0.00005954977],"study_design_scores_gemma":[0.0004126622,0.00006824713,0.00002862477,0.0002650634,0.00007529925,5.195295e-7,0.0007734071,0.2066986,0.7909141,0.0001224737,0.0002013581,0.000439632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421773,0.002792994,0.0636176,0.00001576657,0.002748223,0.001538806,0.0001613529,0.0003276098,0.08662035],"genre_scores_gemma":[0.9824761,0.00006334333,0.009121691,0.00003606946,0.0001137021,0.00006820108,0.0007032594,0.00007590115,0.007341713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402988,"threshold_uncertainty_score":0.9998492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180880608652798,"score_gpt":0.2868457062440062,"score_spread":0.2650369001574782,"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."}}