{"id":"W4220800959","doi":"10.1002/ese3.1126","title":"Comment on “How green is blue hydrogen?”","year":2022,"lang":"en","type":"article","venue":"Energy Science & Engineering","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"Engineering and Physical Sciences Research Council","keywords":"Hydrogen; Leakage (economics); Methane; Hydrogen production; Environmental science; Natural gas; Hydrogen fuel; Computer science; Chemistry; Economics; Organic chemistry","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":[0.004895895,0.0008307874,0.0008278622,0.0005787563,0.003439423,0.003653948,0.002568299,0.02547653,0.01041366],"category_scores_gemma":[0.03157688,0.0005908171,0.001136285,0.0007950997,0.003973804,0.004828677,0.002504235,0.03077694,0.00647191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004469534,"about_ca_system_score_gemma":0.003743652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0192166,"about_ca_topic_score_gemma":0.009177594,"domain_scores_codex":[0.9962659,0.001150042,0.0002807944,0.00068307,0.001187364,0.0004327932],"domain_scores_gemma":[0.9870068,0.007162369,0.0007725383,0.0004810181,0.003849067,0.0007282809],"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":[0.00003772849,0.000005839334,0.0001706479,0.00005255546,0.000007016375,0.0001591096,0.0002247641,0.00009119423,0.0001695123,0.005693335,0.9916295,0.001758837],"study_design_scores_gemma":[0.00001935601,0.00002229746,0.0007696564,0.0001770022,0.000011258,0.0001753354,0.0008718659,0.0002919337,0.0007549635,0.005984894,0.9908552,0.00006624443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005805086,0.0007982347,0.0006679669,0.9573531,0.03611932,0.00001556202,0.0002294552,0.00009303499,0.004142884],"genre_scores_gemma":[0.008756027,0.0006623038,0.0003527289,0.9671086,0.01520076,0.00004132618,0.00006663817,0.0001092147,0.007702476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02547653,"threshold_uncertainty_score":0.0382095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006689112039451772,"score_gpt":0.1737560919422829,"score_spread":0.1670669799028311,"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."}}