{"id":"W2335642196","doi":"10.1002/fuce.201690001","title":"Fuel Cells – Lots of Energy for 2016","year":2016,"lang":"en","type":"article","venue":"Fuel Cells","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuel cells; Editorial board; Microbial fuel cell; Computer science; Library science; Operations research; Electricity generation; Engineering; Power (physics); Physics; Chemical engineering","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":[0.002982358,0.001371139,0.001057591,0.002058506,0.001586914,0.007893929,0.001854243,0.003055406,0.1107089],"category_scores_gemma":[0.005429546,0.0006704413,0.001032919,0.001511152,0.00120205,0.006673396,0.003268723,0.005307504,0.08583287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182521,"about_ca_system_score_gemma":0.002748792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005612856,"about_ca_topic_score_gemma":0.001377614,"domain_scores_codex":[0.9975054,0.0001324257,0.0002114923,0.0002779579,0.001632983,0.0002397626],"domain_scores_gemma":[0.996897,0.0002592981,0.0001752187,0.0002861448,0.001564087,0.0008183066],"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":[0.00006186032,0.00003185317,0.00008452087,0.0006199577,0.00001395785,0.00008197327,0.00002977594,0.00007744976,0.002645979,0.009276845,0.8400041,0.1470718],"study_design_scores_gemma":[0.000002047892,0.00001262751,0.00004792989,0.00009505997,0.000002289872,0.00004722602,0.00001186737,0.00002618533,0.0003373159,0.001146867,0.9982659,0.00000461603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001391221,0.1232788,0.003966136,0.06092555,0.6783125,0.0001349963,0.001966576,0.001572907,0.1284513],"genre_scores_gemma":[0.01239222,0.1451241,0.004725143,0.03521488,0.1243433,0.0001351158,0.006028227,0.001485792,0.6705512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1107089,"threshold_uncertainty_score":0.3703582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006292487229465509,"score_gpt":0.1789633968061734,"score_spread":0.1726709095767079,"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."}}