{"id":"W1974677479","doi":"10.1021/ef020181l","title":"Biomass Air−Steam Gasification in a Fluidized Bed to Produce Hydrogen-Rich Gas","year":2003,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hydrogen production; Fluidized bed; Biomass (ecology); Hydrogen; Waste management; Steam reforming; Chemistry; Environmental science; Chemical engineering; Organic chemistry; Agronomy","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":[0.0002550478,0.0004002149,0.0004422451,0.0003332225,0.0001835289,0.0002940881,0.0002842279,0.0002198349,0.0005427245],"category_scores_gemma":[0.0001981787,0.0001453764,0.0003691709,0.0001921035,0.0002363811,0.0003309765,0.0002709494,0.0002551409,0.0001700901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002379522,"about_ca_system_score_gemma":0.0002329181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009617488,"about_ca_topic_score_gemma":0.001494844,"domain_scores_codex":[0.9998977,0.00002072323,0.000006128194,0.00001635591,0.00003931869,0.00001977952],"domain_scores_gemma":[0.9999537,0.00001293108,0.000007682626,0.000003827066,0.000007429758,0.00001443747],"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":[0.0002279764,0.0000599748,0.0002676841,0.00007522274,0.000008453741,0.00007820368,0.00002611725,0.001202192,0.992681,0.0002681588,0.00002818134,0.00507688],"study_design_scores_gemma":[0.00003042518,0.0004374438,0.0008658724,0.000004347652,0.000009464475,0.00007410824,0.00001270149,0.00814172,0.9894485,0.00006987059,0.0008982358,0.000007342077],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995175,0.0002911539,0.003957688,0.0000144388,0.00001894588,0.0000145486,0.00002255581,0.00007344056,0.0004320802],"genre_scores_gemma":[0.9935005,0.0001845416,0.00525079,0.000006560048,0.000005003298,0.000009670955,0.00007119938,0.00001096249,0.0009607614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009617488,"threshold_uncertainty_score":0.001912236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008717253553688076,"score_gpt":0.2034864779223695,"score_spread":0.1947692243686814,"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."}}