{"id":"W2083922381","doi":"10.1016/j.ijhydene.2013.01.069","title":"Exergoeconomic and environmental impact analyses of a renewable energy based hydrogen production system","year":2013,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Exergy; Renewable energy; Environmental science; Photovoltaic system; Exergy efficiency; Electricity; Hydrogen storage; Hydrogen production; Proton exchange membrane fuel cell; Waste management; Wind power; Process engineering; Environmental engineering; Hydrogen; Engineering; Chemistry; Chemical engineering; Fuel cells; Electrical engineering","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":[0.0004524476,0.0005105676,0.0005919095,0.001156481,0.0005272919,0.0009501604,0.0004997272,0.0004754766,0.006423463],"category_scores_gemma":[0.0005638846,0.0003542661,0.0009435954,0.0006891297,0.0004577418,0.0007656264,0.0005781699,0.0004799234,0.0003552809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149089,"about_ca_system_score_gemma":0.0006083484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124495,"about_ca_topic_score_gemma":0.009961983,"domain_scores_codex":[0.9998503,0.00004372769,0.00000664574,0.00001093478,0.00004801402,0.00004034792],"domain_scores_gemma":[0.9997173,0.0001882294,0.00001300929,0.00001111616,0.00005534336,0.00001506954],"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":[0.0005881478,0.0001910195,0.003912118,0.00008969518,0.00006181007,0.0002657745,0.00002554017,0.9773794,0.007919452,0.003886684,0.0002584636,0.005421949],"study_design_scores_gemma":[0.00005615596,0.000451691,0.01296701,0.000009239327,0.0000741521,0.0000426078,0.0001741464,0.9739417,0.00901132,0.002647015,0.0006012085,0.0000237309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681857,0.0002591021,0.007495542,0.0001484977,0.00001836535,0.00009833525,0.0005946787,0.00004519345,0.02315452],"genre_scores_gemma":[0.9973676,0.00006697846,0.0002789875,0.00000668406,0.000002805211,0.00001857245,0.0001118329,0.000006539469,0.002139944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124495,"threshold_uncertainty_score":0.02235901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186972782971995,"score_gpt":0.2421559182731845,"score_spread":0.2302861904434646,"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."}}