{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865018,0.0004213015,0.0004008015,0.0005010904,0.002792781,0.0007340694,0.001137759,0.0005832754,0.002470379],"category_scores_gemma":[0.0008435188,0.0002364172,0.0004680719,0.001254516,0.0005388003,0.0003909112,0.0006439728,0.000549663,0.0002618236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01306608,"about_ca_system_score_gemma":0.007875972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9673187,"about_ca_topic_score_gemma":0.9694132,"domain_scores_codex":[0.9996794,0.00004069094,0.000007903232,0.00005692254,0.0001176018,0.00009744638],"domain_scores_gemma":[0.9995555,0.00005704911,0.00002621906,0.00002460628,0.0002515927,0.00008504679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001345005,0.003596187,0.294433,0.0006401435,0.0003180645,0.01408614,0.01579192,0.52548,0.01619041,0.01214322,0.01439723,0.1015787],"study_design_scores_gemma":[0.0003603223,0.001260762,0.2924053,0.0001075022,0.0002066796,0.001349672,0.03838672,0.6337611,0.005948537,0.002178281,0.02377844,0.000256543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921126,0.00004304013,0.0008244243,0.00008568202,0.000004400749,0.0000709802,0.0003202575,0.00004595983,0.006492663],"genre_scores_gemma":[0.9959826,0.00007050628,0.001136209,0.00003137826,0.000002008288,0.00002204559,0.0003329708,0.00001218082,0.002410149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03268129,"threshold_uncertainty_score":0.09480149,"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."}}