{"id":"W4393008910","doi":"10.1039/d4ra90019g","title":"Introduction to Advances in Sustainable Hydrogen Energy","year":2024,"lang":"en","type":"editorial","venue":"RSC Advances","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainable energy; Chromatin structure remodeling (RSC) complex; Hydrogen; Energy (signal processing); Engineering physics; Hydrogen fuel; Engineering; Physics; Chemistry; Electrical engineering; Quantum mechanics; Renewable energy","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":[0.003778097,0.003218197,0.002374301,0.00276884,0.001908414,0.00606366,0.002470715,0.005364818,0.02678434],"category_scores_gemma":[0.01157605,0.0007993269,0.00182125,0.00138381,0.001629961,0.005178406,0.001757178,0.01417186,0.02309969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024416,"about_ca_system_score_gemma":0.003134002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007399184,"about_ca_topic_score_gemma":0.002477814,"domain_scores_codex":[0.996564,0.000403419,0.0003315597,0.0004331473,0.002016726,0.0002511576],"domain_scores_gemma":[0.9904957,0.003288869,0.0004563272,0.0002935058,0.003961696,0.001503868],"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":[0.00001928464,0.000007925836,0.00001233184,0.0002775446,0.000009040055,0.00003516256,0.00001122849,0.00002918895,0.00008480607,0.0008798586,0.9846914,0.01394218],"study_design_scores_gemma":[0.000006090558,0.00001194781,0.00003369984,0.0001459085,0.000006927778,0.00006137621,0.0000106906,0.00002457392,0.0000381439,0.0009381977,0.9987173,0.000005161482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002559651,0.02760857,0.0002349572,0.01678271,0.9510187,0.0000129512,0.00005397002,0.00006370105,0.004198789],"genre_scores_gemma":[0.0005835441,0.04074932,0.000242717,0.02293193,0.9086538,0.00002540325,0.00009668122,0.00007949959,0.02663721],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02678434,"threshold_uncertainty_score":0.08960253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003257406866579878,"score_gpt":0.2393543419461299,"score_spread":0.23609693507955,"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."}}