{"id":"W3120475164","doi":"10.1109/pvsc45281.2020.9300491","title":"PV Integration Study in a Canadian Northern Remote Community","year":2020,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Microgrid; Photovoltaic system; Renewable energy; Grid; Environmental economics; Computer science; Electricity; Automotive engineering; Diesel generator; Environmental science; Engineering; Diesel fuel; Electrical engineering; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007547369,0.00004950746,0.00006081771,0.0000401066,0.00003059612,0.00001797776,0.00006689545,0.00002151439,0.00004830987],"category_scores_gemma":[0.0000206558,0.00004703074,0.000009425228,0.0001403038,0.000002464515,0.00004802521,0.000005981229,0.0001540149,0.00002924287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238179,"about_ca_system_score_gemma":0.00001958556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5040049,"about_ca_topic_score_gemma":0.9890621,"domain_scores_codex":[0.9997125,0.00003607617,0.00008699973,0.00003823859,0.00002865791,0.00009747265],"domain_scores_gemma":[0.9998158,0.000007707148,0.000004337359,0.00007666056,0.00001493295,0.00008053349],"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":[0.00001528627,0.00005310302,0.09783284,0.00001948423,0.0000347557,0.00001563458,0.02442215,0.7048074,0.0007375053,0.00002585972,0.0006035536,0.1714325],"study_design_scores_gemma":[0.0002780577,0.00003492909,0.01939277,0.000002960437,0.000002879656,2.288135e-7,0.001296105,0.9783744,0.00004673473,0.000009945615,0.0004958359,0.00006510296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975239,0.0001083491,0.01452926,0.0007624296,0.00006350539,0.0003543287,0.000003538842,0.0002024757,0.00873705],"genre_scores_gemma":[0.9994051,0.000007093055,0.0002855776,0.0002539605,0.00001753622,0.000001748675,0.00001098162,0.00000794216,0.00001003031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850573,"threshold_uncertainty_score":0.499298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409440150131349,"score_gpt":0.1964137035277521,"score_spread":0.1823193020264386,"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."}}