{"id":"W4417485730","doi":"10.1016/j.seta.2025.104786","title":"A Comprehensive review of underground hydrogen storage technology via hydrogen Hydrates: Analysis of nucleation Kinetics, phase characteristics and storage mechanisms","year":2025,"lang":"en","type":"article","venue":"Sustainable Energy Technologies and Assessments","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"National Science Fund for Distinguished Young Scholars; Fundamental Research Funds for the Central Universities; China National Funds for Distinguished Young Scientists; National University's Basic Research Foundation of China","keywords":"Hydrogen storage; Nucleation; Hydrogen; Phase (matter); Coupling (piping); Hydrogen sulphide; Solid hydrogen","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":[0.0004006269,0.0009367035,0.001134813,0.002169507,0.0003189517,0.0008213944,0.0006163201,0.0006625794,0.002051563],"category_scores_gemma":[0.0003591411,0.0003957751,0.0006050859,0.003016661,0.0003182455,0.001728858,0.0004738834,0.0006970058,0.0007494807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493122,"about_ca_system_score_gemma":0.001207575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246583,"about_ca_topic_score_gemma":0.001607418,"domain_scores_codex":[0.9998426,0.00002370833,0.00002714811,0.00004168663,0.00004803247,0.00001668032],"domain_scores_gemma":[0.9998122,0.00008180182,0.00003597583,0.000008552192,0.00004986349,0.00001170693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001639995,0.0002056807,0.0007369478,0.09570606,0.0002847009,0.0004340904,0.0002447721,0.005015602,0.03980686,0.02045746,0.02540074,0.811543],"study_design_scores_gemma":[0.000009925702,0.0002802802,0.00195234,0.004159563,0.000325931,0.0008698961,0.0001464265,0.001502539,0.01153462,0.00405825,0.9750946,0.00006559322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001031409,0.9959782,0.001131321,0.0001503387,0.0001639527,0.000007680986,0.00005611483,0.00001330028,0.001467606],"genre_scores_gemma":[0.003706057,0.9944469,0.000775906,0.0000889497,0.0001375541,0.00001160977,0.00006701603,0.000003837787,0.0007621772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002169507,"threshold_uncertainty_score":0.006863177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006626196068210674,"score_gpt":0.2643669246645842,"score_spread":0.2577407285963735,"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."}}