{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"adb78d846a57","filters":{"venue":"Journal of the Ghana Institution of Engineering (JGhIE)"}},"results":[{"id":"W4283771684","doi":"10.56049/jghie.v22i1.14","title":"Electrification Planner for Ghana Using Open-Source Web GIS","year":2022,"lang":"en","type":"article","venue":"Journal of the Ghana Institution of Engineering (JGhIE)","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Electrification; Geographic information system; Rural electrification; Environmental economics; Business; Government (linguistics); Planner; Computer science; Electricity; Geography; Engineering; Economics","authors":[{"name":"Edward Boamah","is_ca":true},{"name":"Akwasi Afrifa Acheampong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01915783185707388,"gpt":0.2266082114845001,"spread":0.2074503796274263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000693273,0.0004124805,0.0002156252,0.002432741,0.0004430719,0.001174567,0.000414979,0.0003445231,0.04240499],"category_scores_gemma":[0.00143736,0.000316946,0.0003242654,0.003638465,0.0002019901,0.001788831,0.0007536235,0.0004734872,0.009104908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006867612,"about_ca_system_score_gemma":0.001452227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148215,"about_ca_topic_score_gemma":0.01509299,"domain_scores_codex":[0.9998028,0.00005246157,0.0000261324,0.0000349982,0.00005735681,0.00002636611],"domain_scores_gemma":[0.9993358,0.0002340793,0.00008822403,0.00005915821,0.0002146372,0.00006797221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003670435,0.0002392567,0.02898161,0.001497174,0.00005520413,0.002172993,0.003298116,0.01085328,0.006959137,0.01965813,0.4468397,0.4790784],"study_design_scores_gemma":[0.0001006712,0.00006084332,0.0240875,0.0004197697,0.00005088713,0.0004865491,0.005239765,0.02580166,0.005112374,0.00898426,0.9295887,0.00006698308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1203649,0.002561457,0.1966113,0.007096761,0.0005313477,0.003660161,0.2456648,0.04146932,0.3820399],"genre_scores_gemma":[0.3475085,0.003928374,0.4280891,0.0005665866,0.0001076858,0.002772853,0.1184614,0.003475944,0.09508952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04240499,"threshold_uncertainty_score":0.1418588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320019795","doi":"10.56049/jghie.v22i1.25","title":"Determination of position coordinates of the new active CORS in Ghana","year":2022,"lang":"en","type":"article","venue":"Journal of the Ghana Institution of Engineering (JGhIE)","topic":"GNSS positioning and interference","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"GNSS applications; Precise Point Positioning; Computer science; Reference frame; Position (finance); Satellite system; Global Positioning System; Geodesy; Real-time computing; Geography; Frame (networking); Telecommunications","authors":[{"name":"Osman Mohammed Abukari","is_ca":false},{"name":"Akwasi Afrifa Acheampong","is_ca":false},{"name":"Isaac Dadzie","is_ca":false},{"name":"J. A. Ayer","is_ca":false},{"name":"Samuel Osmah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007291866916364543,"gpt":0.2020557436598275,"spread":0.1947638767434629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002105612,0.0002211845,0.0001951026,0.00085969,0.0002350518,0.000459365,0.0002444744,0.0002814348,0.001094557],"category_scores_gemma":[0.0007678571,0.0001451688,0.0001091402,0.001820279,0.0003001532,0.000408807,0.0004968681,0.0001963421,0.0006679142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005432547,"about_ca_system_score_gemma":0.0006145323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02402311,"about_ca_topic_score_gemma":0.04854565,"domain_scores_codex":[0.9997379,0.00004387687,0.00001808013,0.00006465628,0.00009198279,0.00004345411],"domain_scores_gemma":[0.9997464,0.00002836886,0.00009277098,0.00002179172,0.0000916511,0.00001904773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004073627,0.00006458034,0.6979672,0.0004249521,0.00004410696,0.002915591,0.00595007,0.01567306,0.03097241,0.002380053,0.005222691,0.2379779],"study_design_scores_gemma":[0.00004323016,0.0001756187,0.9209324,0.0001691535,0.00005118134,0.001448743,0.007348666,0.01527427,0.005409068,0.0007214716,0.04838005,0.00004617297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807148,0.000768635,0.005641131,0.0001113141,0.00003806422,0.0000607822,0.001928127,0.00008146196,0.01065563],"genre_scores_gemma":[0.9874166,0.0004592594,0.00877416,0.00002332681,0.000008636667,0.00003744855,0.001267632,0.00002375624,0.001989188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02402311,"threshold_uncertainty_score":0.04776657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}