{"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"},"query_hash":"59d3d6bb6560","filters":{"venue":"Electrical Control and Communication Engineering"}},"results":[{"id":"W2082528617","doi":"10.2478/ecce-2013-0006","title":"Active Battery Balancing for Battery Packs","year":2013,"lang":"en","type":"article","venue":"Electrical Control and Communication Engineering","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"European Social Fund; Junta de Extremadura; Ministerio de Economía y Competitividad","keywords":"Battery (electricity); Equalization (audio); Voltage; Computer science; Transistor; State of charge; Power (physics); Topology (electrical circuits); Electrical engineering; Trickle charging; Electronic engineering; Engineering; Decoding methods; Algorithm","retraction":null,"screen_n_in":null,"score":{"opus":0.005750782470867732,"gpt":0.2132938528009793,"spread":0.2075430703301115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009256468,0.0001644826,0.0002111049,0.0001481741,0.00008807927,0.00006205081,0.0003008169,0.0001058175,0.00001978775],"category_scores_gemma":[0.0001582621,0.0001644608,0.00004328106,0.0002008698,0.00002742726,0.0002863629,0.00005814608,0.0004013516,0.00001650368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000298,"about_ca_system_score_gemma":0.000006059172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005037614,"about_ca_topic_score_gemma":8.690467e-7,"domain_scores_codex":[0.9991279,0.0000188216,0.0002016544,0.0001500741,0.00009891928,0.000402598],"domain_scores_gemma":[0.9987956,0.0006454727,0.00002194702,0.0003939552,0.00006650163,0.00007647766],"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":[0.00005468179,0.00006410825,0.001080213,0.0001818714,0.0003324389,0.000002181555,0.0001900409,0.09468888,0.3268285,0.001634958,0.007717645,0.5672245],"study_design_scores_gemma":[0.0007857139,0.00005758843,0.008286628,0.00002677511,0.00001068857,0.000006622343,0.00002706359,0.9804699,0.004619209,0.0004316756,0.004999364,0.0002787494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1242662,0.003138364,0.867767,0.001755687,0.00007796712,0.001026475,0.00001242472,0.001392654,0.0005632751],"genre_scores_gemma":[0.9931862,0.0002864638,0.005620969,0.0001290236,0.00003513443,0.0006578056,0.00001098798,0.00004058933,0.00003286234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.885781,"threshold_uncertainty_score":0.6706517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390419450","doi":"10.2478/ecce-2023-0005","title":"Optimized Centroid-Based Clustering of Dense Nearly-square Point Clouds by the Hexagonal Pattern","year":2023,"lang":"en","type":"article","venue":"Electrical Control and Communication Engineering","topic":"Advanced Clustering Algorithms Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Northwestern Polytechnic","funders":"","keywords":"Centroid; Cluster analysis; Euclidean distance; Hexagonal crystal system; Hexagonal lattice; Square lattice; Combinatorics; Euclidean geometry; Algorithm; Square (algebra); Unit square; Computer science; Mathematics; Partition (number theory); Data mining; Geometry; Artificial intelligence; Physics; Crystallography; Statistical physics","retraction":null,"screen_n_in":null,"score":{"opus":0.009776132249794716,"gpt":0.2415935204913045,"spread":0.2318173882415098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005401589,0.0001416567,0.0002199678,0.0001161188,0.00016625,0.0001003032,0.000973137,0.00005318195,0.000002853521],"category_scores_gemma":[0.0001745254,0.0001166242,0.00006658801,0.0006843138,0.00004323773,0.0001584815,0.0003198317,0.0003551391,0.00000502147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005782085,"about_ca_system_score_gemma":0.0000354566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004244247,"about_ca_topic_score_gemma":0.000001318925,"domain_scores_codex":[0.9986473,0.0001599017,0.0002918603,0.0002152139,0.0003100529,0.0003756184],"domain_scores_gemma":[0.9980416,0.0009523062,0.00007798924,0.0007344192,0.00009560689,0.0000980857],"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":[0.00009737775,0.00009134682,0.0001988731,0.00007156686,0.00009209712,0.000008520438,0.0005072411,0.7512808,0.01994978,0.001084225,0.0002769804,0.2263412],"study_design_scores_gemma":[0.001226133,0.0000718607,0.00120836,0.00002926539,0.000005053048,0.000007383735,0.000008287957,0.9962103,0.0006679664,0.00008559092,0.0003588685,0.0001209585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005729055,0.001525406,0.989013,0.003206606,0.00003674601,0.000228026,0.000005078585,0.0002345575,0.00002155688],"genre_scores_gemma":[0.9871162,0.0001541188,0.01243185,0.000154922,0.00001980983,0.00007289026,0.000007524324,0.00001756929,0.00002511314],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9813871,"threshold_uncertainty_score":0.4755798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}