{"id":"W2751567729","doi":"10.3390/su9091610","title":"Power-to-Gas Implementation for a Polygeneration System in Southwestern Ontario","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Waste management; Hydrogen production; Petroleum coke; Power to gas; Electrolysis; Environmental science; Syngas; Steam reforming; Hydrogen; Coke; Chemistry; Engineering","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":[0.0002314287,0.0004882393,0.0002407618,0.0002518359,0.002007718,0.0009190254,0.0007796884,0.0004405932,0.006598377],"category_scores_gemma":[0.0003866741,0.0002755462,0.0004106158,0.000460925,0.0005559392,0.0004741817,0.000439819,0.000427314,0.0005334449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971071,"about_ca_system_score_gemma":0.01619835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.956088,"about_ca_topic_score_gemma":0.9730074,"domain_scores_codex":[0.9997684,0.00002264581,0.000006881743,0.00003771472,0.00007766002,0.00008664982],"domain_scores_gemma":[0.9997643,0.00002736037,0.0000130031,0.00001282693,0.0001363467,0.00004620048],"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":[0.00160905,0.0007051891,0.06507792,0.0004684931,0.00009048962,0.002111534,0.00115359,0.7760382,0.04935402,0.01088135,0.01267037,0.07983976],"study_design_scores_gemma":[0.0002749028,0.0007114534,0.03832679,0.00005165418,0.00009905914,0.0001221486,0.002045632,0.8955431,0.02476047,0.001046206,0.03691069,0.0001079531],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248046,0.0001715779,0.01415967,0.0004037681,0.00003517749,0.0003366018,0.001227471,0.0009151619,0.0579459],"genre_scores_gemma":[0.9755765,0.0001169213,0.005339026,0.00002775274,0.000002240288,0.00004858019,0.0005931653,0.00004114149,0.01825468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04391199,"threshold_uncertainty_score":0.1430119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314587093676593,"score_gpt":0.2962965996795024,"score_spread":0.2831507287427365,"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."}}