{"id":"W7103170529","doi":"10.5281/zenodo.17394290","title":"COMPUTER SIMULATION OF HYDROGEN (H2) ENERGY FUELS CELL TECHNOLOGY ADOPTION FOR ELECTRICITY-POWER GENERATION IN THE COASTAL REGION OF ONDO STATE","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Electricity generation; Fossil fuel; Hydrogen fuel; Electricity; Hydrogen production; Greenhouse gas; Renewable energy; Power to gas; 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":[0.0001916629,0.0003052721,0.0003339731,0.0003475798,0.0005876351,0.0007130101,0.0003751663,0.0007724863,0.002998875],"category_scores_gemma":[0.0007913075,0.0002191111,0.0004919931,0.0004653124,0.0003918361,0.000416402,0.0004231564,0.000444499,0.0001564241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044185,"about_ca_system_score_gemma":0.001122073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05645847,"about_ca_topic_score_gemma":0.0482108,"domain_scores_codex":[0.9999176,0.00002403191,0.000004845761,0.00001514758,0.00001224299,0.00002604925],"domain_scores_gemma":[0.9995698,0.0002908094,0.00003501348,0.00001473086,0.00006098231,0.00002856341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007959089,0.00006431778,0.009378972,0.00003366409,0.00001404063,0.0001173194,0.00006474496,0.9861608,0.000783593,0.001327748,0.0004360936,0.001539166],"study_design_scores_gemma":[0.00001766665,0.00004041939,0.002787693,0.000009799774,0.000008954969,0.00001460352,0.0001481688,0.9956384,0.0004757949,0.0003308183,0.0005198919,0.000007747359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843136,0.00008838614,0.002562019,0.0002397601,0.00002264024,0.00002731125,0.0009776743,0.00006470508,0.01170393],"genre_scores_gemma":[0.9964031,0.00007170178,0.001604431,0.00001857265,0.000002039533,0.00003095801,0.0004179475,0.00001092078,0.001440346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05645847,"threshold_uncertainty_score":0.1122597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991271130592201,"score_gpt":0.2286556073857249,"score_spread":0.2087428960798028,"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."}}