{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"381e921449a7","filters":{"venue":"PRZEGLĄD ELEKTROTECHNICZNY"}},"results":[{"id":"W2105359440","doi":"","title":"Application of Gray-Fuzzy-Markov Chain Method for Day-Ahead Electric Load Forecasting","year":2012,"lang":"pl","type":"article","venue":"PRZEGLĄD ELEKTROTECHNICZNY","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Autoregressive integrated moving average; Markov chain; Gray (unit); Fuzzy logic; Computer science; Electric power system; Mathematical optimization; Artificial intelligence; Time series; Mathematics; Power (physics); Machine learning","authors":[{"name":"‎Arash Asrari","is_ca":false},{"name":"Dawood Seyed Javan","is_ca":false},{"name":"Mohammad Hossein Javidi","is_ca":false},{"name":"Mohammad Monfared","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01781619821664877,"gpt":0.2597380973783261,"spread":0.2419218991616774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003989593,0.000859839,0.001105076,0.000561743,0.000312131,0.00005976213,0.0007297265,0.0008042718,0.00003756005],"category_scores_gemma":[0.0007583651,0.000952297,0.0005536032,0.001627238,0.00006677506,0.0005185446,0.0001750114,0.0008850204,0.00003328478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005955682,"about_ca_system_score_gemma":0.0001464476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003122397,"about_ca_topic_score_gemma":0.00003934408,"domain_scores_codex":[0.9949037,0.0001757542,0.001468683,0.0007414581,0.0006452875,0.002065157],"domain_scores_gemma":[0.9965756,0.0009987159,0.0007018688,0.0009912065,0.0003392191,0.0003933912],"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":[0.0001578737,0.0002862994,0.001302103,0.002049906,0.0004131095,0.000002035067,0.001283888,0.0144981,0.2734933,0.02133868,0.001547473,0.6836272],"study_design_scores_gemma":[0.001362505,0.0004137861,0.0003601353,0.0005307405,0.0004512765,0.00008311836,0.00007796673,0.7100197,0.2236858,0.001626307,0.05999756,0.001391074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006824836,0.007819318,0.9741333,0.0001666139,0.001057512,0.002175753,0.0001135405,0.0006968615,0.007012312],"genre_scores_gemma":[0.8299758,0.0002365683,0.1666811,0.00006790858,0.001384875,0.0008468087,0.0000932465,0.0002795258,0.000434089],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8231511,"threshold_uncertainty_score":0.9992927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164009157","doi":"","title":"Action of The Static Magnetic Fields on The Antioxidant Activity in The Fibroblasts' Culture","year":2013,"lang":"pl","type":"article","venue":"PRZEGLĄD ELEKTROTECHNICZNY","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Antioxidant; Lipid peroxidation; Glutathione reductase; Glutathione peroxidase; Superoxide dismutase; Chemistry; Peroxidase; Biochemistry; Glutathione; Enzyme; Food science","authors":[{"name":"M. Glinka","is_ca":false},{"name":"S. Gawron","is_ca":false},{"name":"Aleksander Sieroń","is_ca":false},{"name":"Katarzyna Pawłowska–Góral","is_ca":false},{"name":"Grzegorz Cieślar","is_ca":false},{"name":"Karolina Sieroń–Stołtny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01737602377004811,"gpt":0.268053882530821,"spread":0.2506778587607729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132215,0.0004788348,0.0006107417,0.0001531562,0.0002312272,0.00006043317,0.0010128,0.0006269526,0.0007191115],"category_scores_gemma":[0.0008823903,0.0002061445,0.0003018936,0.0009877346,0.0005064643,0.0001310049,0.0001934148,0.00215282,0.0002714243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758028,"about_ca_system_score_gemma":0.0001411027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009245797,"about_ca_topic_score_gemma":0.0002462237,"domain_scores_codex":[0.9962545,0.00131639,0.0005276964,0.0005275354,0.0006576435,0.0007162113],"domain_scores_gemma":[0.9963331,0.001246701,0.0004492161,0.001760775,0.0001350722,0.00007512939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005203321,0.0009388704,0.002568225,0.0006546888,0.0001569506,0.00001735371,0.003369194,0.0001038564,0.9241812,0.003100815,0.04100225,0.02338625],"study_design_scores_gemma":[0.003447427,0.009647778,0.610296,0.002737409,0.0005351034,0.0002152017,0.003523699,0.007060681,0.3444822,0.003004818,0.01414768,0.000902096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342647,0.0006035122,0.0002253962,0.05731976,0.0004783436,0.005221156,0.00001758079,0.00006147513,0.001808071],"genre_scores_gemma":[0.9942777,0.000479003,0.00008896039,0.002412203,0.0002100449,0.0004939343,0.000002479455,0.00003982083,0.001995897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6077277,"threshold_uncertainty_score":0.9353052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165799721","doi":"","title":"A Low-Loss Ka-Band Distributed Metal-Air-Metal MEMS Phase Shifter","year":2013,"lang":"pl","type":"article","venue":"PRZEGLĄD ELEKTROTECHNICZNY","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Phase shift module; Microelectromechanical systems; Materials science; Ka band; Metal; Phase (matter); Insertion loss; Wideband; Reflection coefficient; Optoelectronics; Electrical engineering; Electronic engineering; Physics; Engineering; Metallurgy","authors":[{"name":"A. Chen","is_ca":false},{"name":"Wen Jiang","is_ca":false},{"name":"Zhizhang Chen","is_ca":true},{"name":"Y. Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008988131524698777,"gpt":0.2385420907598529,"spread":0.2295539592351541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003733801,0.001430087,0.001524691,0.0005581276,0.0003691619,0.0002264536,0.001353374,0.001307178,0.001332124],"category_scores_gemma":[0.000312388,0.001380439,0.0006818685,0.001413553,0.0005829441,0.001381858,0.0004694082,0.002087868,0.001702366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596213,"about_ca_system_score_gemma":0.00008368561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001942066,"about_ca_topic_score_gemma":0.00003248207,"domain_scores_codex":[0.9942814,0.0000332902,0.00138146,0.001342653,0.0007282175,0.002232959],"domain_scores_gemma":[0.9967123,0.0001571791,0.0003719413,0.002036701,0.0002446108,0.0004772686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000096866,0.0007018271,0.00002278329,0.000494652,0.0006647633,0.0001863309,0.0001551888,0.001000326,0.945913,0.001172364,0.008285039,0.04130687],"study_design_scores_gemma":[0.003751503,0.0007387514,0.0004298349,0.000405822,0.0003454522,0.0001212828,0.0001899097,0.001984875,0.9063672,0.004725817,0.07890365,0.002035907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154179,0.005490951,0.06137844,0.003074252,0.00155355,0.003991618,0.0009813933,0.006738437,0.001373535],"genre_scores_gemma":[0.9889972,0.001666094,0.005089886,0.0001698265,0.0003969478,0.00135046,0.0002410492,0.0003257601,0.001762823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07357933,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}