{"id":"W2113394587","doi":"10.1109/eicccc.2006.277218","title":"Hydrogen Production from Renewable Energy Sources","year":2006,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Renewable energy; Hydrogen technologies; Hydrogen production; Hydrogen economy; Hydrogen storage; Fossil fuel; Power to gas; Hydrogen fuel; Production (economics); Environmental science; Environmental economics; Energy carrier; Hydrogen; Waste management; Engineering; Economics; Chemistry; Electrical engineering; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003330326,0.000288525,0.0003842624,0.0006093668,0.0005694401,0.001152954,0.0004677505,0.000512357,0.00810755],"category_scores_gemma":[0.0004351964,0.0002116675,0.0003512793,0.0007284446,0.0003012716,0.001101041,0.001224012,0.0006542332,0.002502759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066373,"about_ca_system_score_gemma":0.0006112899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168071,"about_ca_topic_score_gemma":0.00651912,"domain_scores_codex":[0.9996331,0.00002906735,0.00001359337,0.00004413252,0.0002261477,0.00005389252],"domain_scores_gemma":[0.9998916,0.00001683742,0.000009472828,0.00001761083,0.00004695294,0.00001747978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003925102,0.0002642863,0.003973877,0.003332551,0.0001602175,0.002233646,0.0004261081,0.01096853,0.4258273,0.1613334,0.04268999,0.3483976],"study_design_scores_gemma":[0.000080611,0.0002495259,0.002618194,0.0002631242,0.00005666406,0.0005486737,0.0003793711,0.007501254,0.544866,0.02205812,0.4213187,0.00005985762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.2289837,0.05437695,0.091455,0.007842479,0.004231757,0.0004059479,0.004589245,0.000927564,0.6071873],"genre_scores_gemma":[0.858961,0.02940773,0.01490777,0.0005797817,0.0003773575,0.00009305374,0.002329796,0.0001133053,0.09323021],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00810755,"threshold_uncertainty_score":0.02712244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007466718623676119,"score_gpt":0.1854279654142029,"score_spread":0.1779612467905268,"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."}}