{"id":"W4248911958","doi":"10.1016/s1464-2859(20)30366-7","title":"Xebec wins hydrogen purification orders","year":2020,"lang":"en","type":"article","venue":"Fuel Cells Bulletin","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pressure swing adsorption; Adsorption; China; Helium; Hydrogen; Swing; Engineering; Waste management; Chemical engineering; Operations research; Chemistry; Geography; Mechanical engineering; Physical chemistry; Organic chemistry; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009441539,0.0007343244,0.0004691379,0.001437146,0.005419264,0.004704973,0.001014004,0.002945633,0.4712584],"category_scores_gemma":[0.002356778,0.0005813201,0.0005262513,0.001246578,0.0006837669,0.001508964,0.001138135,0.002575715,0.1266818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005357,"about_ca_system_score_gemma":0.02047081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4748955,"about_ca_topic_score_gemma":0.7625499,"domain_scores_codex":[0.997349,0.00005184521,0.00002921535,0.0001472794,0.002028842,0.0003937874],"domain_scores_gemma":[0.9971634,0.0001330796,0.00004531071,0.0001422343,0.001921719,0.0005943602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000543522,0.00003192232,0.0004238472,0.00003047699,0.000003421387,0.0001264514,0.00002436832,0.00003470284,0.0005664126,0.005438819,0.976375,0.01689011],"study_design_scores_gemma":[0.000008835167,0.00000780604,0.00056141,0.00001312765,0.000001592914,0.00004590556,0.0000414409,0.0000518651,0.0002820603,0.0001216725,0.998858,0.000006349795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003460995,0.001901651,0.0004634329,0.01172046,0.003206765,0.0001393012,0.004466354,0.001002927,0.973638],"genre_scores_gemma":[0.007522001,0.0005936333,0.000288096,0.002461898,0.0001846214,0.00001429078,0.002132693,0.0001960524,0.9866066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4748955,"threshold_uncertainty_score":0.9442627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473629712380385,"score_gpt":0.1942838802792496,"score_spread":0.1795475831554458,"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."}}