{"meta":{"query_hash":"fd6da9b19bd0","filters":{"venue":"Journal of Power Supply"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fd6da9b19bd0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Power+Supply"},"results":[{"id":"W2370248548","doi":"","title":"Dynamics Analysis and Control of Continuous Load Step for Buck Converter","year":2011,"lang":"en","type":"article","venue":"Journal of Power Supply","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Buck converter; Control theory (sociology); Capacitor; Buck–boost converter; Control (management); Rectifier (neural networks); Ćuk converter; Voltage; Computer science; Engineering; Boost converter; Electrical engineering","score_opus":0.006397085013524291,"score_gpt":0.2034579085410364,"score_spread":0.1970608235275121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370248548","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25013033,0.0006014869,0.70665497,0.00025119647,0.000086027976,0.00011694104,0.00013655973,0.000770255,0.04125227],"genre_scores_gemma":[0.9908001,0.00014304125,0.005306041,0.00002030055,0.000006803199,0.0000349814,0.000028147937,0.000019181756,0.0036413444],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991775,0.000010265153,0.000003357054,0.000015588372,0.00004303755,0.000010049743],"domain_scores_gemma":[0.99992573,0.000024870467,0.0000116484525,0.0000061605238,0.000026728418,0.0000048341453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014798979,0.00026920388,0.00026709217,0.00023025302,0.00027989296,0.00061737036,0.00027727283,0.00024404842,0.0020690232],"category_scores_gemma":[0.00028008598,0.00013489755,0.00022274106,0.00016864488,0.00022872334,0.00033058802,0.0002319532,0.00029563255,0.00027770724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053233013,0.000114074624,0.0022719607,0.0004325581,0.000059631762,0.0007406957,0.00076185964,0.64721286,0.2093027,0.037260335,0.0021696917,0.09914129],"study_design_scores_gemma":[0.000011390041,0.00008038209,0.00058308087,0.000009193305,0.0000059651297,0.000046326782,0.000040062103,0.99055535,0.005800153,0.001852786,0.0010056102,0.000009674829],"about_ca_topic_score_codex":0.0025073313,"about_ca_topic_score_gemma":0.0019838088,"teacher_disagreement_score":0.0025073313,"about_ca_system_score_codex":0.00031149213,"about_ca_system_score_gemma":0.0002809552,"threshold_uncertainty_score":0.0069215894},"labels":[],"label_agreement":null},{"id":"W2374615029","doi":"","title":"Control of Bi-Directional DC Converter in DC Micro Network","year":2014,"lang":"en","type":"article","venue":"Journal of Power Supply","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Control theory (sociology); Feedback linearization; MATLAB; Controller (irrigation); Linearization; Capacitor; Voltage; Sliding mode control; Engineering; Computer science; Control (management); Nonlinear system; Electrical engineering; Physics","score_opus":0.004346520524810093,"score_gpt":0.19892207104645795,"score_spread":0.19457555052164785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374615029","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22860768,0.0006597543,0.74877775,0.0002700971,0.00027027953,0.0001573128,0.00007658935,0.0011199362,0.020060675],"genre_scores_gemma":[0.98124516,0.00013391324,0.015748948,0.000031706844,0.000015358126,0.0000409527,0.000018661849,0.000007094272,0.0027582543],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988806,0.000015903754,0.0000067145265,0.00003110812,0.000047790792,0.000010425879],"domain_scores_gemma":[0.9999294,0.000013040235,0.000010574171,0.000006409499,0.000034700817,0.0000058123096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011332025,0.00023901297,0.00016469708,0.0001762648,0.0002733388,0.00044927472,0.0003167786,0.00013916485,0.00083721004],"category_scores_gemma":[0.00014743935,0.000086285785,0.00009564475,0.0002475775,0.00016196595,0.00021634616,0.00018828009,0.00022824234,0.00010022194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000541164,0.00021171683,0.0029640505,0.00046502205,0.00007582055,0.00043371783,0.00029328532,0.28025565,0.30012754,0.018870655,0.0041955328,0.39156586],"study_design_scores_gemma":[0.00003794175,0.00020784486,0.0013063085,0.000009692716,0.000020238744,0.00010397829,0.00003388266,0.9650065,0.026823588,0.0011717046,0.005263992,0.0000143897105],"about_ca_topic_score_codex":0.002837636,"about_ca_topic_score_gemma":0.0037117235,"teacher_disagreement_score":0.002837636,"about_ca_system_score_codex":0.00023819217,"about_ca_system_score_gemma":0.00025043305,"threshold_uncertainty_score":0.005642295},"labels":[],"label_agreement":null}]}