{"id":"W2908954890","doi":"10.1002/er.4345","title":"Canadian remote community power generation: How reformer and fuel cell systems compare with diesel generators","year":2019,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Diesel fuel; Solid oxide fuel cell; Diesel generator; Renewable energy; Electricity; Electricity generation; Greenhouse gas; Waste management; Steam reforming; Engineering; Cost of electricity by source; Environmental science; Environmental economics; Process engineering; Electrical engineering; Hydrogen production; Economics; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001603446,0.0001367374,0.0002234338,0.000415449,0.0002119557,0.0004226413,0.0008458929,0.00005799761,0.0003246975],"category_scores_gemma":[0.00006774804,0.0001019754,0.00003338373,0.0001565281,0.0001585451,0.0005337422,0.0001765966,0.0004789191,0.00003120233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006554443,"about_ca_system_score_gemma":0.0004695457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01999155,"about_ca_topic_score_gemma":0.01908272,"domain_scores_codex":[0.9972305,0.0005137813,0.0003298327,0.0001699469,0.001390952,0.0003649338],"domain_scores_gemma":[0.9967988,0.0001542298,0.0002325326,0.0002993496,0.002218196,0.0002968685],"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":[0.001419181,0.0005971016,0.03573962,0.0003018252,0.0007207416,0.001299827,0.004609812,0.04536447,0.8486006,0.01949988,0.03982444,0.002022461],"study_design_scores_gemma":[0.007044405,0.002870478,0.00345503,0.0008957393,0.00004566366,0.001702363,0.01202967,0.01010733,0.2351453,0.001660746,0.7236505,0.001392723],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817354,0.001187897,0.0006633121,0.0008469626,0.001661532,0.00009883395,0.00003417198,0.000006463707,0.01376544],"genre_scores_gemma":[0.9935209,0.0002605274,0.001874386,0.0001420492,0.0004157209,0.000002480085,0.00001302264,0.00002216943,0.003748703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6838261,"threshold_uncertainty_score":0.9988165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984248961950132,"score_gpt":0.3255329765523646,"score_spread":0.2756904869328632,"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."}}