{"id":"W4386852973","doi":"10.1149/ma2023-0154123mtgabs","title":"Energy Transition Scenarios in Off-grid Communities using SOFC-CHP/Battery Hybrid Systems","year":2023,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Renewable energy; Solid oxide fuel cell; Prime mover; Fossil fuel; Electricity; Primary energy; Process engineering; Environmental science; Grid energy storage; Distributed generation; Diesel fuel; Cogeneration; Electricity generation; Waste management; Automotive engineering; Engineering; Electrical engineering; Power (physics); Chemistry","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":[0.0004537446,0.0007704198,0.0007194881,0.0006172833,0.001370988,0.001519607,0.001171155,0.002015125,0.006539185],"category_scores_gemma":[0.0005550203,0.0002984238,0.0008388838,0.0007312524,0.0006450173,0.001885412,0.001678425,0.000878483,0.000682661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830141,"about_ca_system_score_gemma":0.0007206275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.024715,"about_ca_topic_score_gemma":0.02466548,"domain_scores_codex":[0.9997618,0.00006286594,0.00001093702,0.00003175589,0.0000353211,0.00009741167],"domain_scores_gemma":[0.999683,0.00009214394,0.00001962516,0.00001730514,0.00007175487,0.0001161306],"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":[0.001740877,0.000507702,0.0119157,0.0002651851,0.0001187722,0.006107033,0.0002790392,0.9486141,0.008296987,0.008294231,0.003865995,0.009994276],"study_design_scores_gemma":[0.000216168,0.0003376154,0.005841909,0.00005439771,0.0000445179,0.0002812692,0.001750101,0.9776829,0.004057287,0.006527978,0.003145765,0.00006005879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694799,0.0001934673,0.006649185,0.0005345749,0.00005306584,0.0001793442,0.001236597,0.0002480136,0.02142596],"genre_scores_gemma":[0.9973457,0.00005535891,0.0007412225,0.00001899291,0.000002770449,0.0000359806,0.0002752478,0.00001328482,0.001511493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.024715,"threshold_uncertainty_score":0.0491423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043891012187205,"score_gpt":0.2399958197468496,"score_spread":0.2095569096249775,"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."}}