{"id":"W7096543757","doi":"","title":"NorthwesTel Remote Station Solar/Diesel Hybrid Feasibility","year":2013,"lang":"en","type":"article","venue":"","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Solar energy; Remote control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858478,0.0002407532,0.0002496896,0.0003008859,0.0005551119,0.0009350156,0.0003661301,0.0004130855,0.006740666],"category_scores_gemma":[0.0004278971,0.000237421,0.0003930205,0.0004585784,0.0002490145,0.0005582157,0.000398842,0.0003282455,0.0003186551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892817,"about_ca_system_score_gemma":0.001874207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06950852,"about_ca_topic_score_gemma":0.1659879,"domain_scores_codex":[0.9997936,0.00004149001,0.000006063125,0.00003152778,0.00007928213,0.00004810672],"domain_scores_gemma":[0.9998741,0.00005180573,0.000007634252,0.000008373222,0.00004350735,0.00001453804],"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":[0.001305086,0.0003215832,0.02965798,0.0003188145,0.0001066705,0.0009331339,0.0001531368,0.8525234,0.04637142,0.01092884,0.00414267,0.0532373],"study_design_scores_gemma":[0.0005716471,0.002411568,0.07722098,0.00005509216,0.0001946313,0.000386095,0.002264203,0.8429798,0.0457029,0.006985279,0.0211247,0.0001030862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552328,0.000199182,0.004740582,0.0003635236,0.0000124477,0.00008295612,0.0008657385,0.00004041517,0.03846241],"genre_scores_gemma":[0.9933709,0.00006748452,0.00169706,0.00001565652,0.000001562908,0.00002674289,0.000276663,0.000009530152,0.004534553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06950852,"threshold_uncertainty_score":0.1382079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113427141793841,"score_gpt":0.2040256967380095,"score_spread":0.1926829825586254,"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."}}