{"id":"W4200158669","doi":"10.1515/ehs-2021-0022","title":"Energy visibility of a modeled photovoltaic/diesel generator set connected to the grid","year":2021,"lang":"en","type":"article","venue":"Energy Harvesting and Systems","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Photovoltaic system; Diesel generator; Automotive engineering; Diesel fuel; Cost of electricity by source; Renewable energy; Environmental science; Engineering; Electricity generation; Electrical engineering; Power (physics); Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001112446,0.0005205075,0.001023005,0.0001757397,0.000417282,0.0002580335,0.0004586098,0.0002343762,0.00003399726],"category_scores_gemma":[0.001094663,0.0003970579,0.000191714,0.001028667,0.0001265476,0.0001750009,0.000290545,0.0001715316,0.000008488737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280908,"about_ca_system_score_gemma":0.0003252806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1568603,"about_ca_topic_score_gemma":0.02434137,"domain_scores_codex":[0.9948809,0.001380816,0.001321658,0.001020623,0.0006602075,0.0007358569],"domain_scores_gemma":[0.9961687,0.0006254127,0.0004408917,0.001357651,0.0009805923,0.0004267649],"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":[0.00007718218,0.0001312503,0.001164492,0.0002684838,0.0004776778,0.0001332301,0.0009066563,0.727175,0.1950924,0.06103447,0.01069231,0.002846843],"study_design_scores_gemma":[0.001180433,0.0001574476,0.0001911961,0.0005291747,0.00009059939,0.0003256601,0.001544747,0.430193,0.1424714,0.0002467887,0.4221779,0.0008916445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566655,0.007654458,0.01713062,0.0002325695,0.005227457,0.0002582375,0.0002121716,0.0004725643,0.01214646],"genre_scores_gemma":[0.9843003,0.0001080657,0.0003544603,0.0002910875,0.001593205,0.000240505,0.0001463962,0.000100742,0.01286526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4114856,"threshold_uncertainty_score":0.9998481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740601960472777,"score_gpt":0.236617956310378,"score_spread":0.2092119367056502,"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."}}