{"id":"W3157941564","doi":"","title":"Fuel Cells and Hydrogen for Green Energy in European Cities and Regions","year":2018,"lang":"en","type":"article","venue":"","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Work (physics); Quarter (Canadian coin); Business; Population; Economic growth; Regional science; Economy; Geography; Natural resource economics; Engineering; Economics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002244122,0.00009601091,0.0001115888,0.00004868481,0.00006434759,0.00003286609,0.0001153413,0.00002298857,0.00014507],"category_scores_gemma":[0.00001444536,0.00008420645,0.00001087931,0.00004902701,0.0002891161,0.0001539669,0.0001516195,0.00001878858,0.00003258287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000123514,"about_ca_system_score_gemma":0.000008259951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001824122,"about_ca_topic_score_gemma":0.0003527852,"domain_scores_codex":[0.9992433,0.00004861628,0.0001612488,0.0002582092,0.00007349726,0.0002150928],"domain_scores_gemma":[0.9996284,0.0000663794,0.0000447953,0.0001701491,0.00003062654,0.00005960718],"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":[0.00006694831,0.0000483572,0.0005087706,0.0001020727,0.000008655791,0.00001280862,0.001866909,0.00001203017,0.9642748,0.02403542,0.006505007,0.002558253],"study_design_scores_gemma":[0.001062063,0.0002807869,0.0002689504,0.00003574147,0.00001348572,0.00001344008,0.0005178995,0.0004372229,0.6452726,0.03339427,0.3183393,0.0003642718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8951975,0.0005823463,0.01348935,0.0004082175,0.0003901424,0.0003265946,0.00004863947,0.0001061961,0.08945106],"genre_scores_gemma":[0.9646924,0.0002015209,0.01318424,0.0008348874,0.0002072842,0.0000127743,0.000002648745,0.00002748302,0.02083684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3190022,"threshold_uncertainty_score":0.343384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070065649566248,"score_gpt":0.2513894621244775,"score_spread":0.230688805628815,"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."}}