{"id":"W1581406476","doi":"10.1002/cjce.22124","title":"Development of a modelling tool representing biomass gasification step in a dual fluidized bed","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence de l'Environnement et de la Maîtrise de l'Energie","keywords":"Freeboard; Wood gas generator; Fluidized bed; Biomass (ecology); Char; Bubble; Environmental science; Process engineering; Nuclear engineering; Waste management; Mechanics; Pyrolysis; Coal; Engineering; Geology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004995489,0.0001303476,0.0002346472,0.000214128,0.00002501884,0.00002477386,0.0002287129,0.00008926376,0.00001371299],"category_scores_gemma":[0.0002447205,0.0001142548,0.00006109181,0.0003046576,0.00003094782,0.00009571739,0.00001591903,0.0002387824,0.000001998756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004101,"about_ca_system_score_gemma":0.0001535203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000873237,"about_ca_topic_score_gemma":0.00003397165,"domain_scores_codex":[0.9988474,0.000008846115,0.0005992852,0.00008898611,0.0001848518,0.0002706439],"domain_scores_gemma":[0.9993688,0.0001202527,0.00009795032,0.0001486347,0.00009087611,0.0001734667],"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":[0.000007482396,0.000003492638,0.00003203537,0.0001009143,0.00002879588,0.000004691211,0.0004178509,0.01081257,0.9875757,0.00009930242,0.00001780397,0.0008994273],"study_design_scores_gemma":[0.000303533,0.000003186721,0.000009834144,0.0001480303,0.000009886901,0.00002373647,0.00002086142,0.08858678,0.9105058,0.00004444502,0.0002258628,0.0001180673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921075,0.0002136082,0.007399364,0.00006403413,0.0001037985,0.00005746067,0.000001263896,0.00002370747,0.00002927523],"genre_scores_gemma":[0.9887528,0.000001388667,0.01115134,0.000005641722,0.00005745398,0.000003216652,0.000001950965,0.00002499002,0.000001241572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07777422,"threshold_uncertainty_score":0.4659178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270979307795713,"score_gpt":0.1843475214331913,"score_spread":0.1716377283552341,"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."}}