{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003116066,0.0006334163,0.0003402306,0.0008534425,0.001540676,0.00707731,0.0009793889,0.002691732,0.007423789],"category_scores_gemma":[0.001772253,0.0002344311,0.0008833105,0.002104167,0.001251404,0.004526887,0.004966365,0.001496954,0.00223024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004148822,"about_ca_system_score_gemma":0.005520313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016263,"about_ca_topic_score_gemma":0.01259519,"domain_scores_codex":[0.9983923,0.0004944952,0.00005439253,0.0001694459,0.0004023536,0.0004869602],"domain_scores_gemma":[0.9990256,0.0001088599,0.000129373,0.0001485401,0.0002938664,0.0002937481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002629455,0.0002198183,0.007901177,0.0007458045,0.00009653623,0.001029086,0.00326363,0.006248652,0.001856694,0.4967744,0.2732174,0.208384],"study_design_scores_gemma":[0.00002333959,0.00005909134,0.00671817,0.0002484872,0.00001806136,0.0001798106,0.003032858,0.0008093831,0.001348572,0.01892531,0.968596,0.00004102908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1576322,0.06662285,0.01338223,0.0883521,0.003999653,0.0002274132,0.003726995,0.0008945151,0.665162],"genre_scores_gemma":[0.7134569,0.03787087,0.03172394,0.01748215,0.0005297366,0.0003038299,0.006044811,0.0006640579,0.1919238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.016263,"threshold_uncertainty_score":0.03233671,"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."}}