{"meta":{"query_hash":"55f1922b30b0","filters":{"venue":"PESC record"},"cohort_total":27,"direct_labels_cover":0,"predictions_cover":27,"exported":27,"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/55f1922b30b0","api":"https://metacan.xera.ac/api/v1/cohort?venue=PESC+record"},"results":[{"id":"W2007124105","doi":"10.1109/pesc.2008.4592080","title":"A 1V buck converter IC with hybrid current-mode control and a charge-pump DAC","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"CMOS; Electrical engineering; Electronic engineering; Computer science; Analog signal processing; Voltage; Topology (electrical circuits); Analog signal; Engineering; Digital signal processing","score_opus":0.011747174754078583,"score_gpt":0.1981079834008253,"score_spread":0.18636080864674673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007124105","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":[0.13001531,0.0023736903,0.74511564,0.000885546,0.0009897562,0.0008934537,0.0006655484,0.023856455,0.09520451],"genre_scores_gemma":[0.72446513,0.0007471758,0.22145116,0.0011872413,0.0003771145,0.00034652278,0.00035175186,0.00035774973,0.05071612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99956423,0.00003916149,0.000027623559,0.00009068436,0.0002339734,0.00004430237],"domain_scores_gemma":[0.99977714,0.000051413776,0.000019668985,0.000035395562,0.00009628745,0.000020045618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026293882,0.000424704,0.00040997996,0.00058730727,0.00027875637,0.0008706105,0.00137798,0.0008172686,0.007152406],"category_scores_gemma":[0.00054237933,0.00032400838,0.0002756421,0.00041708487,0.00018107005,0.0006212717,0.00029135088,0.0004737841,0.0024676449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035700243,0.00016446756,0.0006206195,0.00047160828,0.00006202991,0.0004250869,0.000188264,0.0049492777,0.6907885,0.006899404,0.0068444,0.2882294],"study_design_scores_gemma":[0.00024930443,0.002145698,0.004922034,0.00018300589,0.00027891868,0.0058567836,0.00009864625,0.16251457,0.70303935,0.0024245498,0.11813394,0.00015316751],"about_ca_topic_score_codex":0.00079814857,"about_ca_topic_score_gemma":0.0011088469,"teacher_disagreement_score":0.007152406,"about_ca_system_score_codex":0.00040024272,"about_ca_system_score_gemma":0.0005104817,"threshold_uncertainty_score":0.023927212},"labels":[],"label_agreement":null},{"id":"W2050012070","doi":"10.1109/pesc.2008.4592132","title":"A small signal state space model of single stage three level resonant AC/DC converters","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":1,"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); Duty cycle; Pulse-width modulation; Frequency modulation; Capacitor; Pulse-frequency modulation; Small-signal model; Converters; State variable; Automatic frequency control; State-space representation; SIGNAL (programming language); Voltage; Physics; Engineering; Mathematics; Computer science; Amplitude modulation; Radio frequency; Electrical engineering","score_opus":0.0860465701005161,"score_gpt":0.21571156087301305,"score_spread":0.12966499077249694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050012070","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":[0.022108208,0.0002199538,0.9601176,0.00020798053,0.000055963643,0.00009789868,0.0002981841,0.0009924107,0.015901797],"genre_scores_gemma":[0.91072243,0.0006937345,0.061757986,0.00011733472,0.00006108064,0.00049651036,0.0004758764,0.00014147346,0.025533589],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998118,0.000036861253,0.000010353036,0.00004152869,0.0000853326,0.000014044105],"domain_scores_gemma":[0.9998847,0.00004195941,0.000015034233,0.000016762882,0.000036030084,0.000005572936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022606441,0.0006430053,0.0006184495,0.00029882498,0.00039326615,0.0010561877,0.0010993179,0.0008072667,0.0049136616],"category_scores_gemma":[0.00036540814,0.0002954502,0.0005871984,0.00036902158,0.00048416993,0.00092453265,0.00036011028,0.0009521881,0.0012452157],"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":[0.00008701825,0.000049396924,0.00038228795,0.00015283296,0.000031592506,0.00017925278,0.00012077106,0.9381707,0.01626744,0.022110945,0.0008212863,0.021626556],"study_design_scores_gemma":[0.000007229615,0.000035281657,0.000090497015,0.0000049329815,0.0000070822334,0.000021479762,0.0000070742676,0.9953668,0.0013201389,0.0019002042,0.001233722,0.000005465507],"about_ca_topic_score_codex":0.004555785,"about_ca_topic_score_gemma":0.00287131,"teacher_disagreement_score":0.0049136616,"about_ca_system_score_codex":0.0004843624,"about_ca_system_score_gemma":0.00057908765,"threshold_uncertainty_score":0.016437829},"labels":[],"label_agreement":null},{"id":"W2070971464","doi":"10.1109/pesc.2008.4592156","title":"A new wavelet based diagnosis and protection of faults in induction motor drives","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Induction motor; Wavelet; Tripping; Wavelet packet decomposition; Fault (geology); Wavelet transform; Inverter; Computer science; Artificial neural network; Control theory (sociology); Engineering; Voltage; Artificial intelligence; Circuit breaker; Control (management); Electrical engineering","score_opus":0.019232732996865398,"score_gpt":0.24340472592292617,"score_spread":0.22417199292606077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070971464","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":[0.025077395,0.0003029115,0.97341377,0.000053345022,0.000038456335,0.00003307757,0.000026247937,0.0004341604,0.00062070595],"genre_scores_gemma":[0.5796726,0.00051414844,0.41692576,0.000081169725,0.0000479785,0.00007592985,0.000115283605,0.000034792738,0.002532491],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981576,0.000023972243,0.000010987902,0.00003799145,0.00009422193,0.000017103423],"domain_scores_gemma":[0.99980515,0.00006366344,0.00003236093,0.000020861495,0.000067208726,0.000010647208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144164,0.0003416942,0.00030267515,0.00035435898,0.00011458276,0.00031424887,0.00051670946,0.0004782193,0.0007269363],"category_scores_gemma":[0.00075312995,0.00016000893,0.00018295494,0.00021848422,0.00020010713,0.00069035654,0.00023282043,0.0004015641,0.00021382516],"study_design_candidate":"bench_or_experimental","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":[0.0004164456,0.000124872,0.0016593047,0.00027481178,0.00006345681,0.00025643763,0.000101437356,0.08090025,0.14600646,0.005215862,0.0011203657,0.76386034],"study_design_scores_gemma":[0.000037329635,0.00024137813,0.0016916903,0.000018100909,0.00002878856,0.00030851568,0.000012753738,0.95448667,0.038861565,0.0010928625,0.0032067068,0.000013627613],"about_ca_topic_score_codex":0.0006045109,"about_ca_topic_score_gemma":0.000569178,"teacher_disagreement_score":0.0007269363,"about_ca_system_score_codex":0.00020895043,"about_ca_system_score_gemma":0.00025213047,"threshold_uncertainty_score":0.0024318695},"labels":[],"label_agreement":null},{"id":"W2076450057","doi":"10.1109/pesc.2008.4592198","title":"A power electronic interface for a battery supercapacitor hybrid energy storage system for wind applications","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University; U.S. Department of Defense","keywords":"Supercapacitor; Battery (electricity); Wind power; Energy storage; Electrical engineering; Automotive engineering; Power (physics); Voltage; Electric power system; Computer science; Engineering; Capacitance; Physics","score_opus":0.005358512377957962,"score_gpt":0.18238663851757062,"score_spread":0.17702812613961266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076450057","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":[0.28183693,0.00081829936,0.6310903,0.0007659615,0.000606492,0.0005780044,0.002195957,0.018137632,0.063970506],"genre_scores_gemma":[0.9369675,0.0001920672,0.035061494,0.00024927413,0.00006711874,0.00018358562,0.00064726657,0.00012939339,0.026502404],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994123,0.000006744084,0.0000061962787,0.000013232513,0.00002611235,0.0000064691053],"domain_scores_gemma":[0.9999237,0.000012011051,0.000007511322,0.000013454818,0.000033755096,0.000009575771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103716746,0.00024388958,0.0002654284,0.00026424768,0.00030429487,0.00048118233,0.0007518564,0.0002820994,0.014476969],"category_scores_gemma":[0.00015036008,0.00013278832,0.00013020403,0.00028225625,0.00011755522,0.0004934281,0.00019116064,0.00035298555,0.0019796698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017362242,0.00055308244,0.0029573895,0.000912031,0.00015424217,0.00117266,0.00040912276,0.028836567,0.48275164,0.011944803,0.044642445,0.42392984],"study_design_scores_gemma":[0.00052175584,0.0018737676,0.0069328253,0.00010809331,0.00016193025,0.0016058794,0.00016343207,0.6125116,0.2447947,0.005353125,0.1258732,0.000099816774],"about_ca_topic_score_codex":0.00046943853,"about_ca_topic_score_gemma":0.00097543455,"teacher_disagreement_score":0.014476969,"about_ca_system_score_codex":0.00014850505,"about_ca_system_score_gemma":0.00013965405,"threshold_uncertainty_score":0.048430264},"labels":[],"label_agreement":null},{"id":"W2100431791","doi":"10.1109/pesc.2008.4592526","title":"An AC-DC single-stage full-bridge converter with phase-shift PWM control","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Research Council Canada; National Science Council","keywords":"Pulse-width modulation; Converters; Flyback converter; Forward converter; Ćuk converter; Voltage; Computer science; Boost converter; Electronic engineering; Electrical engineering; Engineering; Control theory (sociology); Control (management)","score_opus":0.02021117326165175,"score_gpt":0.23563808219178958,"score_spread":0.21542690893013783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100431791","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":[0.048726685,0.0012071828,0.92515796,0.00029374857,0.0004917003,0.0004413586,0.00026966142,0.0018809359,0.021530759],"genre_scores_gemma":[0.69254726,0.001273463,0.278157,0.00035008977,0.00032005986,0.00031474791,0.0004950421,0.00008604245,0.026456287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975985,0.000022627808,0.000020324584,0.000046008743,0.00013242288,0.000018755032],"domain_scores_gemma":[0.9998685,0.00001583993,0.00000975213,0.000017186572,0.00007308275,0.000015654821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025366954,0.00029561308,0.000590543,0.00029666987,0.0003346459,0.0006153701,0.0014643269,0.0006522574,0.0046526403],"category_scores_gemma":[0.00022414436,0.000255942,0.00031592656,0.00046665384,0.00017061897,0.0008443953,0.00020624048,0.0006422187,0.001643242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019630948,0.0003075505,0.0006052547,0.0008900177,0.000055365508,0.00047993625,0.00009622004,0.007930713,0.52301073,0.009093405,0.0052135037,0.45212093],"study_design_scores_gemma":[0.0003476088,0.0026994625,0.0050391257,0.00013991172,0.00020399458,0.008206737,0.000085131964,0.32050732,0.5379355,0.008128631,0.11657433,0.00013228232],"about_ca_topic_score_codex":0.00019655,"about_ca_topic_score_gemma":0.0004270206,"teacher_disagreement_score":0.0046526403,"about_ca_system_score_codex":0.00015804934,"about_ca_system_score_gemma":0.0003675836,"threshold_uncertainty_score":0.01556468},"labels":[],"label_agreement":null},{"id":"W2113102438","doi":"10.1109/pesc.2008.4592250","title":"A novel multi-level converter based on current source power cell","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rockwell Automation (Canada)","funders":"","keywords":"Harmonics; Topology (electrical circuits); Voltage source; Current source; Harmonic; Computer science; Electronic engineering; Filter (signal processing); Power (physics); Harmonic analysis; Converters; Voltage; Electrical engineering; Engineering; Physics","score_opus":0.05039875203779187,"score_gpt":0.2271089218766338,"score_spread":0.17671016983884194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113102438","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":[0.041466113,0.0011341755,0.9261115,0.00026078476,0.00038920005,0.00020849273,0.00015144015,0.0017669711,0.02851124],"genre_scores_gemma":[0.6619573,0.0010622598,0.32031354,0.00032360796,0.00021320484,0.00021534394,0.00024214217,0.00007005497,0.015602553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997925,0.00001881577,0.000014656825,0.000042381576,0.00011475593,0.000016872427],"domain_scores_gemma":[0.99992895,0.0000101535325,0.000009089788,0.000013071132,0.000028610568,0.000010102804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010043405,0.00025379317,0.0005197013,0.00025394035,0.00028773415,0.00076927425,0.001071616,0.0005454609,0.0034765087],"category_scores_gemma":[0.00014781831,0.0001786179,0.00031115112,0.00043684503,0.00020089226,0.0010259681,0.00031608474,0.0005650236,0.0012648032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022191524,0.00023506994,0.00061357755,0.0007001854,0.00005228304,0.0007779196,0.00015775606,0.012391124,0.6420563,0.033105962,0.0045248284,0.30516303],"study_design_scores_gemma":[0.00030071218,0.0016755441,0.0025114028,0.00014943228,0.00014546125,0.0044947322,0.00008203964,0.4601472,0.35880122,0.020560144,0.1509971,0.0001349295],"about_ca_topic_score_codex":0.00031120869,"about_ca_topic_score_gemma":0.000615356,"teacher_disagreement_score":0.0034765087,"about_ca_system_score_codex":0.0002673663,"about_ca_system_score_gemma":0.00030404926,"threshold_uncertainty_score":0.011630058},"labels":[],"label_agreement":null},{"id":"W2120191874","doi":"10.1109/pesc.2008.4591923","title":"Conducted EMI noise mitigation in DC-DC converters using active filtering method","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":35,"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":"EMI; Electromagnetic interference; Electronic engineering; Converters; Noise (video); Active filter; Engineering; Filter (signal processing); Computer science; Line filter; Electronic filter; Electrical engineering; Voltage","score_opus":0.02707843009412136,"score_gpt":0.26332409767572246,"score_spread":0.2362456675816011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120191874","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":[0.08198058,0.0007785637,0.9068637,0.000115001945,0.00007487166,0.000051563326,0.000026268894,0.00085461454,0.009254856],"genre_scores_gemma":[0.8099668,0.00079776795,0.18108098,0.000103108214,0.00007054542,0.00005638066,0.00006679807,0.00007151026,0.0077860462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997222,0.000047863,0.000015512336,0.0000496569,0.00014649415,0.000018280893],"domain_scores_gemma":[0.9996656,0.00013298544,0.000038597103,0.000039992126,0.00011240912,0.000010416673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194002,0.00046463314,0.00040987955,0.00043437537,0.0004130449,0.00071893877,0.00075390976,0.00043988507,0.002041894],"category_scores_gemma":[0.00040804717,0.00015194564,0.00031517056,0.00036130683,0.00034598567,0.00052801037,0.00019142182,0.0003444676,0.0006469079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049316755,0.0001933054,0.0009080248,0.00034727642,0.000052292522,0.00015656989,0.00023544354,0.0064250524,0.7022973,0.0057857526,0.00087999174,0.28222588],"study_design_scores_gemma":[0.000061353625,0.00060605333,0.0014633582,0.00006804783,0.000112192654,0.0005529546,0.00007746687,0.10035587,0.88386315,0.0014971916,0.011314875,0.000027562826],"about_ca_topic_score_codex":0.0005302909,"about_ca_topic_score_gemma":0.0007960158,"teacher_disagreement_score":0.002041894,"about_ca_system_score_codex":0.00035286558,"about_ca_system_score_gemma":0.00022340506,"threshold_uncertainty_score":0.006830871},"labels":[],"label_agreement":null},{"id":"W2121832538","doi":"10.1109/pesc.2008.4592309","title":"A control scheme of the DG interface for fast load voltage regulation and effective mitigation of unbalanced voltage disturbances","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Control theory (sociology); Voltage controller; Disturbance voltage; Controller (irrigation); Voltage regulation; Voltage; Dropout voltage; Voltage source; Pulse-width modulation; Voltage regulator; Voltage divider; Computer science; Voltage droop; Voltage reference; Engineering; Control (management); Electrical engineering","score_opus":0.003418892457618014,"score_gpt":0.1847677433264637,"score_spread":0.1813488508688457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121832538","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":[0.043103784,0.00016326006,0.94988054,0.00009514252,0.00014856948,0.00011580152,0.000047503687,0.0010151468,0.005430118],"genre_scores_gemma":[0.91930467,0.000091042966,0.077911675,0.00006931337,0.00006969511,0.00009328397,0.000053263644,0.000024514024,0.0023826328],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998925,0.0000146966295,0.000008245966,0.00003419827,0.000040355208,0.000010001034],"domain_scores_gemma":[0.9999037,0.000013703729,0.000017899674,0.000019044111,0.000036811063,0.000008851369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015236276,0.0003586048,0.00022016739,0.0002300915,0.0003013145,0.00045192175,0.0005606573,0.00028687785,0.0016525578],"category_scores_gemma":[0.0002652781,0.000084141306,0.00014931468,0.00015742845,0.00027100186,0.00031677436,0.0002491211,0.00037116386,0.0003057827],"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":[0.00056472817,0.00023642821,0.0010181891,0.00045751993,0.000058246205,0.0003098465,0.00043623123,0.068880476,0.38151187,0.035319924,0.0045239283,0.5066826],"study_design_scores_gemma":[0.00021215486,0.001020781,0.001814559,0.0000434449,0.00006741049,0.00041817682,0.00004389853,0.8779846,0.09333452,0.004374718,0.020647798,0.00003801932],"about_ca_topic_score_codex":0.00040307004,"about_ca_topic_score_gemma":0.000607774,"teacher_disagreement_score":0.0016525578,"about_ca_system_score_codex":0.00020240426,"about_ca_system_score_gemma":0.00019019684,"threshold_uncertainty_score":0.0055283904},"labels":[],"label_agreement":null},{"id":"W2124800995","doi":"10.1109/pesc.2008.4592327","title":"A finite state machine model to represent inverters in photovoltaic system simulations","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photovoltaic system; Maximum power point tracking; Power electronics; Inverter; Computer science; Grid; Power (physics); Energy transformation; Operating point; Maximum power principle; Engineering; Electronic engineering; Electrical engineering; Voltage; Physics","score_opus":0.0354941501713371,"score_gpt":0.26106179978986316,"score_spread":0.22556764961852604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124800995","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010666807,0.00016919385,0.9790678,0.00020007236,0.00005587653,0.000059170896,0.0002045622,0.0005913606,0.008985072],"genre_scores_gemma":[0.72175634,0.0005366264,0.26456672,0.00015074528,0.000061634426,0.0007664046,0.0005666623,0.000211376,0.011383562],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975795,0.00009539027,0.000014421596,0.000035415953,0.000074062664,0.000022848384],"domain_scores_gemma":[0.9996438,0.00022190482,0.000022352122,0.000041742027,0.00005643162,0.000013689796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045790654,0.00044327296,0.00068257283,0.00037825547,0.00057721353,0.0008333094,0.0011300672,0.0011554082,0.0048692054],"category_scores_gemma":[0.0013370336,0.0004084619,0.0008008521,0.00058342336,0.00050395896,0.0011238455,0.0004993096,0.0014284063,0.00080230186],"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":[0.000015704654,0.000020158082,0.0001562471,0.000029953244,0.000008209795,0.00004079091,0.00003361669,0.9699135,0.0010399288,0.022469984,0.00044181838,0.0058301874],"study_design_scores_gemma":[0.0000053528192,0.000011740011,0.000031643216,0.0000053428184,0.0000029465662,0.000007521293,0.0000040978675,0.99173635,0.00032396714,0.006729617,0.0011381627,0.000003267317],"about_ca_topic_score_codex":0.0036585773,"about_ca_topic_score_gemma":0.0036145637,"teacher_disagreement_score":0.0048692054,"about_ca_system_score_codex":0.00063782616,"about_ca_system_score_gemma":0.00073204626,"threshold_uncertainty_score":0.016289055},"labels":[],"label_agreement":null},{"id":"W2140891591","doi":"10.1109/pesc.2008.4592056","title":"A novel non-isolated ZVS asymmetrical buck converter for 12 V voltage regulators","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":12,"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":"Duty cycle; Transformer; Buck converter; Topology (electrical circuits); Voltage; Diode; Electrical engineering; Control theory (sociology); Computer science; Electronic engineering; Engineering","score_opus":0.016080795116459063,"score_gpt":0.215518853274929,"score_spread":0.19943805815846993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140891591","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":[0.14482372,0.001747893,0.806885,0.00036379852,0.00047226835,0.00021290194,0.00021188149,0.0033866346,0.0418959],"genre_scores_gemma":[0.8522102,0.000856052,0.12024982,0.00026725995,0.0001994752,0.00010501594,0.00018344159,0.00012946817,0.0257992],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997702,0.000022880433,0.00001223198,0.000036849455,0.00013462077,0.000023093316],"domain_scores_gemma":[0.9999031,0.000014305548,0.000012128995,0.000012548524,0.0000463061,0.000011654401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014075042,0.0002781349,0.0004056362,0.0003179183,0.0003624515,0.00066828885,0.0010240156,0.0003751622,0.004029974],"category_scores_gemma":[0.00017006785,0.0001600457,0.00027770986,0.000282602,0.0001656741,0.00076449045,0.00026600677,0.0004574079,0.0013247536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046229648,0.00013643788,0.0004337993,0.00047981407,0.00003212749,0.0004934031,0.00018873642,0.0035106242,0.7384079,0.011138163,0.0028297696,0.24188681],"study_design_scores_gemma":[0.00042478865,0.0020501993,0.0038524803,0.0001583728,0.00019946673,0.0053094756,0.00021039376,0.2222927,0.6300099,0.009803716,0.12555479,0.00013373824],"about_ca_topic_score_codex":0.00028611117,"about_ca_topic_score_gemma":0.00061490457,"teacher_disagreement_score":0.004029974,"about_ca_system_score_codex":0.00023473083,"about_ca_system_score_gemma":0.00024139292,"threshold_uncertainty_score":0.013481557},"labels":[],"label_agreement":null},{"id":"W2141072101","doi":"10.1109/pesc.2008.4592137","title":"Harmonics reduction in low switching frequency space vector modulated current source converters","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Harmonics; Space vector modulation; Converters; Power (physics); Reduction (mathematics); Modulation (music); Support vector machine; Topology (electrical circuits); Electronic engineering; Computer science; Frequency modulation; Physics; Electrical engineering; Radio frequency; Mathematics; Engineering; Telecommunications; Voltage; Artificial intelligence; Acoustics; Pulse-width modulation","score_opus":0.017758667333582633,"score_gpt":0.20946498595758448,"score_spread":0.19170631862400184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141072101","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":[0.22038098,0.0013342516,0.7552829,0.00018983171,0.000105418425,0.0000653057,0.00014419408,0.0017917292,0.020705383],"genre_scores_gemma":[0.9097246,0.00047616533,0.084433004,0.000034802317,0.000052761494,0.0000325707,0.00020336431,0.00009986128,0.0049428414],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974304,0.000055727873,0.000011637064,0.00002330939,0.00015116468,0.000015070989],"domain_scores_gemma":[0.9997917,0.0000895015,0.000035141395,0.00002998977,0.00004728724,0.0000064097408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015991268,0.00031140665,0.00029853085,0.00041485362,0.00018313088,0.00050325616,0.0003883559,0.0002696128,0.0021970242],"category_scores_gemma":[0.0004655449,0.00010692324,0.0002137744,0.00049224216,0.00028371587,0.00045062604,0.0001579844,0.00031040714,0.0005228638],"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":[0.0005419748,0.0001835712,0.0021761237,0.0004939631,0.000050169594,0.0002158038,0.00036076937,0.08626427,0.18867333,0.025788043,0.0034559655,0.691796],"study_design_scores_gemma":[0.000102165744,0.00068483385,0.0046474175,0.000067522866,0.00010950441,0.00043746742,0.00010267718,0.69477123,0.25866732,0.02204186,0.018327454,0.00004055038],"about_ca_topic_score_codex":0.0006387776,"about_ca_topic_score_gemma":0.0006386662,"teacher_disagreement_score":0.0021970242,"about_ca_system_score_codex":0.00027183435,"about_ca_system_score_gemma":0.00013092677,"threshold_uncertainty_score":0.007349789},"labels":[],"label_agreement":null},{"id":"W2144437910","doi":"10.1109/pesc.2008.4592699","title":"An independent control approach for three-phase four-wire shunt active filter based on three H-bridge topology under unbalanced load conditions","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Power Quality and Harmonics","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Harmonics; Total harmonic distortion; H bridge; Power factor; Three-phase; Controllability; Control theory (sociology); Active filter; Topology (electrical circuits); AC power; Electronic engineering; MATLAB; Engineering; Capacitor; Inverter; Voltage; Computer science; Electrical engineering","score_opus":0.0690075380651252,"score_gpt":0.29951087609024546,"score_spread":0.23050333802512024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144437910","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":[0.035696544,0.00015669488,0.9552423,0.00007736457,0.00008644653,0.00013073967,0.00003292949,0.0008743657,0.0077026086],"genre_scores_gemma":[0.897738,0.00016347594,0.09646613,0.00007043616,0.00008477268,0.00014980337,0.00009915279,0.000057302324,0.005170977],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998399,0.000026477303,0.000009727412,0.00003919314,0.00007201307,0.0000126758],"domain_scores_gemma":[0.9998909,0.000018509,0.000023060407,0.000019566447,0.000040711897,0.0000072718935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019777268,0.00050827663,0.00032327525,0.00038882246,0.00031952787,0.00045022863,0.0007765287,0.00042264786,0.0028095252],"category_scores_gemma":[0.00019987715,0.000113013244,0.00033404984,0.00020199822,0.00023690819,0.0005070961,0.00021962333,0.0004207278,0.00047191375],"study_design_candidate":"bench_or_experimental","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":[0.0003831924,0.00024934317,0.0009332223,0.0005018184,0.00009873232,0.0003495038,0.0002996393,0.04785408,0.40382344,0.015477462,0.002682629,0.5273469],"study_design_scores_gemma":[0.00029231442,0.0015352697,0.0027503197,0.000051536186,0.00013326776,0.00060023967,0.00007439565,0.7827397,0.17689498,0.008687519,0.026181363,0.00005917033],"about_ca_topic_score_codex":0.0005589808,"about_ca_topic_score_gemma":0.0009941842,"teacher_disagreement_score":0.0028095252,"about_ca_system_score_codex":0.00023229979,"about_ca_system_score_gemma":0.00019854886,"threshold_uncertainty_score":0.009398818},"labels":[],"label_agreement":null},{"id":"W2150551292","doi":"10.1109/pesc.2008.4592501","title":"A novel voltage-fed ac-dc full-bridge converter","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Research Council Canada; National Science Council","keywords":"Converters; Forward converter; Flyback converter; Ćuk converter; Boost converter; Power factor; Computer science; Electronic engineering; Pulse-width modulation; Buck–boost converter; Charge pump; Voltage; Electrical engineering; Engineering; Capacitor","score_opus":0.021420930211744203,"score_gpt":0.2197372738129268,"score_spread":0.19831634360118258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150551292","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":[0.0451093,0.002234189,0.9017825,0.0005623764,0.0008682146,0.00032241904,0.00028601545,0.003364734,0.045470197],"genre_scores_gemma":[0.62946194,0.0017663798,0.30504143,0.00079697196,0.00056900474,0.00024653852,0.0007203702,0.00011949667,0.061277825],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997321,0.00002022809,0.000018186689,0.000055563705,0.00015444082,0.000019485544],"domain_scores_gemma":[0.9998989,0.0000075137227,0.000007925914,0.000014280041,0.00005462308,0.000016867516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018241131,0.00028555794,0.0005784729,0.00039356283,0.00040282993,0.000742878,0.001646175,0.0009152043,0.0054944726],"category_scores_gemma":[0.00017766262,0.00021521519,0.00033410717,0.000476302,0.00017308736,0.0012320129,0.0003926801,0.00068012415,0.002264751],"study_design_candidate":"bench_or_experimental","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":[0.00029877273,0.00036554266,0.0004252599,0.00066703686,0.000056862526,0.0008295437,0.00012576487,0.0059886537,0.44528532,0.021232653,0.012789691,0.51193494],"study_design_scores_gemma":[0.0004659937,0.001673929,0.0029000815,0.00017080434,0.00014311675,0.012068886,0.000084811494,0.4001199,0.27616158,0.013569902,0.29247236,0.000168667],"about_ca_topic_score_codex":0.00021938766,"about_ca_topic_score_gemma":0.00037145094,"teacher_disagreement_score":0.0054944726,"about_ca_system_score_codex":0.00022474636,"about_ca_system_score_gemma":0.0003189499,"threshold_uncertainty_score":0.01838088},"labels":[],"label_agreement":null},{"id":"W2151308891","doi":"10.1109/pesc.2008.4591914","title":"A 660MHz ZVS DC-DC converter using gate-driver charge-recycling in 0.18&amp;#x03BC;m CMOS with an Integrated Output Filter","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Analog and Mixed-Signal Circuit Design","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"CMC Microsystems","keywords":"CMOS; Electronic engineering; Converters; Chip; Filter (signal processing); Voltage; Electrical engineering; Power (physics); Charge pump; Engineering; Materials science; Capacitor; Physics","score_opus":0.060152986058619136,"score_gpt":0.24019221191063186,"score_spread":0.18003922585201274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151308891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63196534,0.00078517175,0.32936266,0.00067515875,0.0003385443,0.0007509226,0.0012880814,0.009805634,0.025028478],"genre_scores_gemma":[0.8887905,0.00034437288,0.0923725,0.0002908639,0.000079071004,0.00017379643,0.0003911405,0.00020484201,0.017352976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973077,0.000022314578,0.000014324652,0.000060948983,0.00013489512,0.00003670711],"domain_scores_gemma":[0.9997739,0.000051562387,0.000029252658,0.00003440595,0.000084366366,0.000026570106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021884698,0.00033377353,0.0004451486,0.00035924194,0.00043791262,0.00070026086,0.0012568077,0.00053128577,0.0039727697],"category_scores_gemma":[0.00029105326,0.00028891975,0.0002288564,0.00051440124,0.00020160225,0.00053858437,0.00023172729,0.00040419895,0.0014011693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031064905,0.00025846422,0.0014755125,0.00026222088,0.00005957861,0.0004022333,0.00015304096,0.0020473548,0.9229795,0.0027617067,0.0024921142,0.06679773],"study_design_scores_gemma":[0.00031380434,0.002944213,0.006270577,0.000057417277,0.00015807284,0.0027421776,0.000073171606,0.028184336,0.92341065,0.0011262781,0.03465971,0.000059520215],"about_ca_topic_score_codex":0.0011622909,"about_ca_topic_score_gemma":0.0016800786,"teacher_disagreement_score":0.0039727697,"about_ca_system_score_codex":0.00043221496,"about_ca_system_score_gemma":0.0005253064,"threshold_uncertainty_score":0.013290226},"labels":[],"label_agreement":null},{"id":"W2151609274","doi":"10.1109/pesc.2008.4592013","title":"Secondary-side adaptive digital controlled series resonant DC-DC converters for low voltage high current applications","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":7,"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":"Inductor; Electronic engineering; Capacitor; Slew rate; Filter capacitor; Boost converter; Computer science; Converters; Voltage; Filter (signal processing); Electrical engineering; Engineering; Control theory (sociology); Control (management)","score_opus":0.010938002740146632,"score_gpt":0.21163445186516924,"score_spread":0.2006964491250226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151609274","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":[0.15701789,0.0018908172,0.77721536,0.0004537403,0.00039452405,0.00016184797,0.0001730764,0.0046990663,0.057993744],"genre_scores_gemma":[0.9537446,0.0004387287,0.034102127,0.00011867595,0.00008219627,0.000034296412,0.00006899996,0.00004613414,0.011364318],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990785,0.000011804729,0.000005379628,0.00001688281,0.00005043853,0.000007615058],"domain_scores_gemma":[0.99991167,0.000022766495,0.000009787406,0.000013503787,0.00003585839,0.000006415635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013450079,0.00019993281,0.00018819123,0.00019001776,0.00018364987,0.00037175257,0.0005061335,0.0001767084,0.0050268755],"category_scores_gemma":[0.00019611663,0.00006793719,0.00013904681,0.00022729962,0.0001576317,0.00024423466,0.00011388008,0.0002939605,0.00090120494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034210883,0.0001472644,0.0010816443,0.00042439275,0.00003150093,0.000271073,0.00018925262,0.011326731,0.5559825,0.015576269,0.008029831,0.4065975],"study_design_scores_gemma":[0.00027697263,0.0015794322,0.0054716594,0.00010861186,0.00014718297,0.0019685016,0.00014800711,0.40662545,0.46540368,0.012104428,0.10609051,0.000075533666],"about_ca_topic_score_codex":0.0005838664,"about_ca_topic_score_gemma":0.0013323951,"teacher_disagreement_score":0.0050268755,"about_ca_system_score_codex":0.00019596801,"about_ca_system_score_gemma":0.00020718576,"threshold_uncertainty_score":0.016816556},"labels":[],"label_agreement":null},{"id":"W2152633413","doi":"10.1109/pesc.2008.4592030","title":"Controlled current source circuit (CCSC) for Reduction of output voltage overshoot in Buck converters","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":3,"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":"Overshoot (microwave communication); Buck converter; Capacitor; Control theory (sociology); Voltage; Electronic circuit; Current (fluid); Current source; Capacitance; Converters; Voltage source; Inductor; Constant power circuit; Computer science; Engineering; Electrical engineering; Switched-mode power supply; Physics","score_opus":0.027492759537780936,"score_gpt":0.23238373048035926,"score_spread":0.20489097094257833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152633413","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":[0.11932143,0.0022797314,0.8479958,0.00042808647,0.00045059973,0.00042198045,0.00020027877,0.0066778376,0.022224247],"genre_scores_gemma":[0.92083347,0.0006932546,0.0709308,0.00034469736,0.00017707376,0.00013974064,0.00013210117,0.0001928715,0.006555868],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997012,0.000029110053,0.000018236578,0.000051022053,0.00017759466,0.000022775039],"domain_scores_gemma":[0.9994869,0.00018069238,0.00006628298,0.000052201092,0.00019145277,0.000022385817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023426511,0.00046470604,0.00032187047,0.00062633865,0.0003799423,0.00057326764,0.0010353038,0.0005460253,0.003046489],"category_scores_gemma":[0.0007732692,0.0001447533,0.0002655504,0.0004735114,0.00032304635,0.00048425485,0.00022676233,0.0005153065,0.00050491485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046630556,0.00013329397,0.0005739481,0.00074161374,0.000033966746,0.00032975432,0.00025997052,0.007419664,0.7583877,0.009481129,0.0029570223,0.21921554],"study_design_scores_gemma":[0.00018060424,0.0015703198,0.0023901202,0.00012915501,0.00014189693,0.0011578137,0.00005734981,0.1802054,0.7659528,0.0036282162,0.04451397,0.00007232617],"about_ca_topic_score_codex":0.00063485804,"about_ca_topic_score_gemma":0.0011872059,"teacher_disagreement_score":0.003046489,"about_ca_system_score_codex":0.00043991714,"about_ca_system_score_gemma":0.0005131647,"threshold_uncertainty_score":0.0101915},"labels":[],"label_agreement":null},{"id":"W2152811999","doi":"10.1109/pesc.2008.4592438","title":"Multi-level single phase boost rectifiers using coupled inductors","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inductor; Ripple; Converters; Pulse-width modulation; Voltage; Waveform; Electronic engineering; Boost converter; Rectifier (neural networks); Magnetic core; Computer science; Electrical engineering; Engineering; Control theory (sociology); Electromagnetic coil","score_opus":0.13558187855401627,"score_gpt":0.289157398124249,"score_spread":0.15357551957023274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152811999","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":[0.058246005,0.0013373386,0.916407,0.00011712964,0.00015473903,0.00015942793,0.00008339206,0.001689158,0.021805799],"genre_scores_gemma":[0.75818044,0.0010604875,0.22977096,0.00017608392,0.000099072626,0.000082705046,0.00013193752,0.00009704119,0.010401275],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995105,0.00006192774,0.000041965275,0.00009600012,0.0002464997,0.000043136653],"domain_scores_gemma":[0.9996972,0.000072916955,0.00004896953,0.000053779946,0.00010573556,0.000021474025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038221627,0.0003443458,0.00051393715,0.0004913606,0.00021010474,0.00084866723,0.001049674,0.00046343246,0.004970858],"category_scores_gemma":[0.0005634438,0.0004040772,0.00058657466,0.000822062,0.00021211217,0.0014008358,0.00043375968,0.0006186819,0.0021821328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048302213,0.00021848388,0.0011485354,0.0011073307,0.0001676315,0.0003522533,0.00030660094,0.024319772,0.52471256,0.026463132,0.0029292344,0.4177915],"study_design_scores_gemma":[0.00033543483,0.0024695634,0.002209467,0.00017175547,0.00029461106,0.0028021112,0.00013260545,0.35046774,0.5291252,0.018541873,0.09335402,0.00009560863],"about_ca_topic_score_codex":0.00022631092,"about_ca_topic_score_gemma":0.0005883934,"teacher_disagreement_score":0.004970858,"about_ca_system_score_codex":0.00032318992,"about_ca_system_score_gemma":0.00033361735,"threshold_uncertainty_score":0.01662916},"labels":[],"label_agreement":null},{"id":"W2156372341","doi":"10.1109/pesc.2008.4592610","title":"Soft-switching of a hybrid bi-directional Current Source Converter","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Commutation; Insulated-gate bipolar transistor; Modulation index; Space vector modulation; Computer science; Harmonics; Modulation (music); Support vector machine; Electronic engineering; Power (physics); Electrical engineering; Topology (electrical circuits); Control theory (sociology); Pulse-width modulation; Voltage; Engineering; Physics; Artificial intelligence; Acoustics","score_opus":0.020407242170812682,"score_gpt":0.21388230272079767,"score_spread":0.19347506054998498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156372341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5637648,0.0009633442,0.3978032,0.00028001616,0.00023944101,0.0001614128,0.00022726011,0.0025237391,0.034036834],"genre_scores_gemma":[0.9589919,0.00015890371,0.03388479,0.00006803694,0.00002323094,0.000034913668,0.00009364104,0.000023362601,0.006721269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986863,0.00001765738,0.000008107214,0.000022043285,0.00006958658,0.00001389228],"domain_scores_gemma":[0.99988496,0.000020164267,0.000014642128,0.000022472008,0.000041469946,0.000016211283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012782072,0.0001994992,0.00028737224,0.00033333406,0.00017076056,0.00048069638,0.00038024285,0.00036107836,0.00241692],"category_scores_gemma":[0.00013700461,0.000099500234,0.00016292877,0.00032175265,0.00016470949,0.00033781512,0.00017660935,0.00029578956,0.0006076275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060033245,0.00021773072,0.00088173046,0.0003916026,0.00004296336,0.0004835559,0.00024666995,0.014569921,0.7239446,0.010139712,0.0021321473,0.24634902],"study_design_scores_gemma":[0.00023965901,0.0013932266,0.0057643526,0.00006124721,0.00007409669,0.0013843487,0.00010257232,0.5058004,0.45223632,0.00517133,0.027714536,0.00005794413],"about_ca_topic_score_codex":0.0004200271,"about_ca_topic_score_gemma":0.00062098255,"teacher_disagreement_score":0.00241692,"about_ca_system_score_codex":0.0001828313,"about_ca_system_score_gemma":0.00018566001,"threshold_uncertainty_score":0.00808537},"labels":[],"label_agreement":null},{"id":"W2159483028","doi":"10.1109/pesc.2008.4592078","title":"Real time wind turbine simulator for wind energy conversion system","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Torque; Turbine; Wind power; Inertia; Computer science; Simulation; Compensation (psychology); Control theory (sociology); Grid connection; Grid; Generator (circuit theory); Automotive engineering; Engineering; Power (physics); Electrical engineering; Mechanical engineering; Control (management); Physics","score_opus":0.008214820873961071,"score_gpt":0.1844686975914617,"score_spread":0.17625387671750062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159483028","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":[0.1182382,0.00028843788,0.8037102,0.00028385667,0.00060922356,0.00052307517,0.005975931,0.03903036,0.03134079],"genre_scores_gemma":[0.8384276,0.0003244345,0.12587714,0.000114173454,0.000051050865,0.00092075375,0.010129843,0.0016357494,0.02251919],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981743,0.000050564006,0.000017015453,0.000023120367,0.00007687212,0.000014986514],"domain_scores_gemma":[0.9996965,0.000084115774,0.00001655605,0.0000725151,0.00010954069,0.000020816662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035592605,0.0006224108,0.00047202242,0.00025812304,0.00017299414,0.00045515122,0.0009808074,0.00042281955,0.014195996],"category_scores_gemma":[0.0006019182,0.000213972,0.00031210599,0.00026350876,0.00013965632,0.00052119995,0.00028147775,0.0007902262,0.0034204458],"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":[0.00077030243,0.00038321436,0.003382187,0.0005569441,0.0001643793,0.00074374414,0.0002435725,0.7746683,0.088420205,0.010836125,0.038637623,0.08119335],"study_design_scores_gemma":[0.0001300249,0.00010104951,0.000615686,0.0000091336215,0.0000156444,0.00007750713,0.000016300246,0.96689916,0.012327686,0.0009609142,0.018828152,0.000018712579],"about_ca_topic_score_codex":0.0013405675,"about_ca_topic_score_gemma":0.0016761147,"teacher_disagreement_score":0.014195996,"about_ca_system_score_codex":0.00017215527,"about_ca_system_score_gemma":0.0003358752,"threshold_uncertainty_score":0.04749036},"labels":[],"label_agreement":null},{"id":"W2163214512","doi":"10.1109/pesc.2008.4591932","title":"Ac equivalent circuit analysis for high-frequency isolated dual-bridge series resonant dc/dc converter","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Equivalent circuit; Electrical engineering; Voltage; Electrical impedance; Electronic engineering; Engineering; Computer science","score_opus":0.029481419662375944,"score_gpt":0.23338725955529885,"score_spread":0.2039058398929229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163214512","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":[0.030412905,0.00042796726,0.9407509,0.000115172865,0.000064837826,0.000073065894,0.00010993897,0.00060531456,0.027439991],"genre_scores_gemma":[0.94090325,0.00047435277,0.04438824,0.00008691364,0.000037957376,0.00010702985,0.00013793563,0.00008967788,0.01377474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998098,0.000034451477,0.0000070445117,0.000021867847,0.00011541435,0.000011539779],"domain_scores_gemma":[0.9998822,0.00004480359,0.000010350782,0.000017297834,0.000042207772,0.0000031374516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012978716,0.00047159966,0.0003610355,0.00041350903,0.00024366504,0.0006584401,0.00059634726,0.0004966709,0.0060683633],"category_scores_gemma":[0.00034611023,0.00014306288,0.00048027822,0.00026553418,0.00023389127,0.00063227426,0.00017484151,0.00042920807,0.0008208202],"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":[0.00025119504,0.00015106563,0.0009228914,0.00055675715,0.00010216876,0.0007838187,0.00031883788,0.54263496,0.18903972,0.089979,0.005461924,0.16979763],"study_design_scores_gemma":[0.000008816437,0.00004630209,0.00026818164,0.000010718542,0.000014841891,0.00012367601,0.000026750027,0.9840783,0.006755483,0.004908545,0.0037512283,0.0000072562298],"about_ca_topic_score_codex":0.0014355561,"about_ca_topic_score_gemma":0.0011696968,"teacher_disagreement_score":0.0060683633,"about_ca_system_score_codex":0.00044949492,"about_ca_system_score_gemma":0.0002358116,"threshold_uncertainty_score":0.020300627},"labels":[],"label_agreement":null},{"id":"W2163655523","doi":"10.1109/pesc.2008.4592679","title":"Comparative evaluation of reactive power compensation methods for a stand-alone wind energy conversion system","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Wind Turbine Control Systems","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Static VAR compensator; AC power; Control theory (sociology); Compensation (psychology); Capacitor; Induction generator; Wind power; MATLAB; Computer science; Voltage; Power factor; Electric power system; Volt-ampere reactive; Power (physics); Voltage optimisation; Engineering; Electrical engineering; Physics","score_opus":0.057517503855482294,"score_gpt":0.3162881251668014,"score_spread":0.2587706213113191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163655523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8747216,0.0022975386,0.108647555,0.00012532805,0.00013019919,0.00017114262,0.00023963516,0.0016552197,0.012011706],"genre_scores_gemma":[0.9916278,0.00021571817,0.006562574,0.000016028695,0.000012825806,0.000028393597,0.00009620391,0.00002609865,0.001414524],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950504,0.00012495455,0.000040140938,0.00005586171,0.000233954,0.00003992009],"domain_scores_gemma":[0.99908316,0.00044727328,0.000063218315,0.00008396281,0.00028329776,0.000039040046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004787313,0.00065776083,0.00053302915,0.00083578523,0.00029425576,0.00058540347,0.0004982409,0.0005002989,0.0022647209],"category_scores_gemma":[0.0012651725,0.0001554508,0.00025795773,0.0005685033,0.00016832084,0.0005002946,0.00017200923,0.00025392702,0.00035076163],"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":[0.006936267,0.00078766054,0.006410082,0.0018658654,0.00065034325,0.0005021233,0.00028490135,0.22956596,0.20336515,0.0018204902,0.0014016583,0.5464095],"study_design_scores_gemma":[0.00063275965,0.009062214,0.026642095,0.00010302384,0.00075140025,0.00073940103,0.00027586968,0.66323376,0.289108,0.0010527982,0.00830198,0.00009666646],"about_ca_topic_score_codex":0.0009597555,"about_ca_topic_score_gemma":0.0019059487,"teacher_disagreement_score":0.0022647209,"about_ca_system_score_codex":0.00023069361,"about_ca_system_score_gemma":0.00018821492,"threshold_uncertainty_score":0.007576227},"labels":[],"label_agreement":null},{"id":"W2163826719","doi":"10.1109/pesc.2008.4591969","title":"A PC-based hardware-in-the-loop simulator for the integration testing of modern train and ship propulsion systems","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Propulsion; Hardware-in-the-loop simulation; Controllability; Computer science; Powertrain; Converters; Embedded system; Simulation; Engineering; Control engineering; Automotive engineering; Torque; Electrical engineering; Aerospace engineering","score_opus":0.053999368238760705,"score_gpt":0.2493720690072263,"score_spread":0.1953727007684656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163826719","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":[0.10448952,0.00013403094,0.8613739,0.0000805739,0.000080715414,0.00039490024,0.0014129364,0.01738739,0.014646077],"genre_scores_gemma":[0.7629753,0.00022653643,0.22131273,0.00006488267,0.000019872177,0.00077485986,0.0018931665,0.0017783839,0.010954335],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997547,0.00007100018,0.000018409277,0.000028993856,0.00010399005,0.000022895534],"domain_scores_gemma":[0.9994592,0.00026074026,0.000036621692,0.00011583251,0.00009415608,0.00003356761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046883684,0.0006439145,0.0004641259,0.00035287265,0.00023493168,0.00038391293,0.0010134933,0.00036981414,0.010042096],"category_scores_gemma":[0.00092518784,0.00029299717,0.00039905918,0.0003269849,0.00026469096,0.00045283162,0.00034701647,0.000833731,0.0013518732],"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":[0.0003682243,0.00027821085,0.0030339756,0.00031183465,0.00007414545,0.00019006287,0.00026463118,0.8638428,0.061973237,0.005636635,0.004826113,0.05920011],"study_design_scores_gemma":[0.000092256465,0.00023017677,0.00090820837,0.000011906768,0.000027145761,0.00007455931,0.000017472197,0.9687992,0.019162327,0.0008912908,0.009765529,0.000019917696],"about_ca_topic_score_codex":0.0021086521,"about_ca_topic_score_gemma":0.0018775004,"teacher_disagreement_score":0.010042096,"about_ca_system_score_codex":0.00036064006,"about_ca_system_score_gemma":0.00091632636,"threshold_uncertainty_score":0.03359419},"labels":[],"label_agreement":null},{"id":"W2168344800","doi":"10.1109/pesc.2008.4592033","title":"Control of AC-DC converters under unbalanced operating conditions using the DC space vector control concept","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ripple; Harmonics; Converters; Feed forward; Control theory (sociology); Computer science; Robustness (evolution); Controller (irrigation); Harmonic; Space vector modulation; Electronic engineering; Voltage; Electrical engineering; Engineering; Physics; Control engineering; Pulse-width modulation; Control (management); Artificial intelligence","score_opus":0.010649514895375165,"score_gpt":0.21067181527344467,"score_spread":0.2000223003780695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168344800","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":[0.04440606,0.0006972774,0.94349164,0.00017578797,0.00020701566,0.000098785815,0.000033655855,0.0007504532,0.0101392865],"genre_scores_gemma":[0.95782614,0.0006508199,0.037389096,0.000050048904,0.000106646745,0.000073912066,0.000037940077,0.00002049788,0.0038448982],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997733,0.00003207545,0.000018748562,0.00004714997,0.00011480047,0.000014003603],"domain_scores_gemma":[0.9998274,0.000043140335,0.000038906717,0.000011800841,0.000068267196,0.000010495725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025905325,0.00048632605,0.00027692513,0.0002464339,0.0003238904,0.0009095719,0.00044166806,0.00024242206,0.0010662174],"category_scores_gemma":[0.00038283734,0.00008256343,0.00012174732,0.00029768105,0.00035826326,0.00046648105,0.00026109346,0.00035669544,0.00018167481],"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":[0.0003395737,0.00016107081,0.0010413731,0.0007059298,0.000058013542,0.00033774856,0.0004967812,0.2625869,0.18751226,0.054937296,0.00427267,0.48755035],"study_design_scores_gemma":[0.000057181114,0.00035195827,0.0006988137,0.000033488333,0.000035319255,0.0001456434,0.000063317144,0.9437478,0.03475976,0.0061169695,0.013968979,0.000020852975],"about_ca_topic_score_codex":0.001446722,"about_ca_topic_score_gemma":0.0016421435,"teacher_disagreement_score":0.001446722,"about_ca_system_score_codex":0.00031554486,"about_ca_system_score_gemma":0.00029753803,"threshold_uncertainty_score":0.0035668015},"labels":[],"label_agreement":null},{"id":"W2169869803","doi":"10.1109/pesc.2008.4592571","title":"Digitally-controlled steered-inductor buck converter for improving heavy-to-light load transient response","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Slew rate; Inductor; Buck converter; Transient response; Converters; Settling time; Transient (computer programming); Voltage; Overshoot (microwave communication); Control theory (sociology); Digital control; Computer science; Power (physics); Buck–boost converter; Electronic engineering; Physics; Electrical engineering; Engineering; Step response","score_opus":0.012112235610448163,"score_gpt":0.21204313282131815,"score_spread":0.19993089721086998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169869803","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":[0.2586814,0.0008280558,0.71291274,0.00019619078,0.0002764697,0.00015461349,0.00009974927,0.0051495065,0.021701286],"genre_scores_gemma":[0.9196697,0.00019664403,0.07146898,0.00013031508,0.000050069466,0.00003809219,0.000074218166,0.00008384473,0.008288037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988246,0.0000139104495,0.000008585309,0.000021323141,0.000062381856,0.0000114312315],"domain_scores_gemma":[0.9998523,0.000035227014,0.000016391521,0.000020161897,0.0000640296,0.000011848081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011338175,0.00021985568,0.00019073549,0.00024864057,0.00018209277,0.0003884012,0.0005550084,0.00019200421,0.0025308563],"category_scores_gemma":[0.000334082,0.00009347373,0.000104167535,0.0001821294,0.00012555737,0.00034801604,0.00018216849,0.00022904022,0.0005284242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036807585,0.00010425245,0.0005175778,0.00021586928,0.000023051694,0.00019301058,0.00014684464,0.008481762,0.77945495,0.0024148629,0.0014536214,0.2066261],"study_design_scores_gemma":[0.00016231135,0.00085124944,0.002396585,0.000035355442,0.00006946072,0.00080333126,0.00008301437,0.25124413,0.71830016,0.0016694535,0.024327438,0.000057485868],"about_ca_topic_score_codex":0.00038271872,"about_ca_topic_score_gemma":0.0009876428,"teacher_disagreement_score":0.0025308563,"about_ca_system_score_codex":0.0001972168,"about_ca_system_score_gemma":0.00016439788,"threshold_uncertainty_score":0.008466542},"labels":[],"label_agreement":null},{"id":"W2170486919","doi":"10.1109/pesc.2008.4592212","title":"Mathematical analysis and experimental validation of transient over-voltage higher than 2 per unit along industrial ASDM long cables","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Electromagnetic Compatibility and Noise Suppression","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Canada Research Chairs","keywords":"Transient (computer programming); Voltage; Waveform; Shielded cable; Laplace transform; Time domain; Frequency domain; Inverter; Oscillation (cell signaling); Control theory (sociology); Electrical engineering; Acoustics; Computer science; Engineering; Physics; Mathematical analysis; Mathematics","score_opus":0.02762846761003933,"score_gpt":0.2440710310323893,"score_spread":0.21644256342234997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170486919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75976324,0.00012432404,0.23490563,0.000102616206,0.000014825043,0.000053608088,0.00009362676,0.00046974653,0.0044723675],"genre_scores_gemma":[0.9896282,0.000053917476,0.009827549,0.0000030412618,0.0000020229168,0.000016944752,0.000025064106,0.00000902677,0.000434201],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981815,0.000032698947,0.0000101857295,0.000018211407,0.000105115505,0.00001568401],"domain_scores_gemma":[0.9993704,0.00036304948,0.00008394372,0.00006704132,0.00010511133,0.000010462343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038674966,0.00021738395,0.00022031629,0.00025493203,0.00016911572,0.000232593,0.00033411608,0.00024434624,0.00084562006],"category_scores_gemma":[0.0011003101,0.00010105474,0.00016155181,0.0002682357,0.00045350852,0.0004006846,0.00016142894,0.00022452167,0.00009525555],"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":[0.00042300494,0.0001390258,0.005865275,0.00042317604,0.000022865599,0.0009299247,0.00058229675,0.32682124,0.6025008,0.017136946,0.0005073988,0.044647984],"study_design_scores_gemma":[0.000037388032,0.0007091683,0.003911122,0.00002426539,0.000016069032,0.0003614143,0.00016129226,0.67998904,0.31145668,0.00183091,0.0014828285,0.000019832107],"about_ca_topic_score_codex":0.00041823572,"about_ca_topic_score_gemma":0.00034888805,"teacher_disagreement_score":0.00084562006,"about_ca_system_score_codex":0.00034985077,"about_ca_system_score_gemma":0.00016856885,"threshold_uncertainty_score":0.0028288364},"labels":[],"label_agreement":null},{"id":"W2172111296","doi":"10.1109/pesc.2008.4592411","title":"A three-phase reduced switch high power factor buck-type converter","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Research Council Canada; National Science Council","keywords":"Buck converter; Ćuk converter; Buck–boost converter; Boost converter; Capacitor; Forward converter; Integrating ADC; Flyback converter; Converters; Power factor; Electronic engineering; Voltage; Computer science; Electrical engineering; Engineering","score_opus":0.020447556196451337,"score_gpt":0.24206340631511294,"score_spread":0.2216158501186616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172111296","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":[0.08566358,0.0008419737,0.87577444,0.00038841556,0.00030080622,0.000261776,0.00033055316,0.0030851813,0.033353355],"genre_scores_gemma":[0.7431208,0.0008735954,0.22957566,0.00035733083,0.00015235636,0.0001759031,0.0004924067,0.00015182984,0.025100091],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999808,0.000021488515,0.000011731793,0.000031873966,0.000113426584,0.000013475733],"domain_scores_gemma":[0.99990296,0.000013567464,0.000008710132,0.000016780637,0.00004774727,0.00001015907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016644507,0.00022712586,0.00042686658,0.00026992348,0.00028763156,0.0005436699,0.0009491411,0.0003630224,0.003102986],"category_scores_gemma":[0.00018806191,0.00016108066,0.00032713957,0.0003082593,0.0001820978,0.00043747056,0.00018173718,0.00056432013,0.0011885285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038446736,0.00022165266,0.0006911034,0.00067432865,0.00007173937,0.0005086499,0.00018627718,0.016639085,0.6939223,0.017902983,0.005256655,0.26354074],"study_design_scores_gemma":[0.00034591535,0.001554282,0.003956823,0.00012616944,0.00017793829,0.0039242655,0.00012364406,0.3855907,0.48028392,0.011772718,0.11198264,0.00016095635],"about_ca_topic_score_codex":0.00051655876,"about_ca_topic_score_gemma":0.00069532194,"teacher_disagreement_score":0.003102986,"about_ca_system_score_codex":0.00023304384,"about_ca_system_score_gemma":0.00035440223,"threshold_uncertainty_score":0.0103805065},"labels":[],"label_agreement":null},{"id":"W2181236100","doi":"10.1109/pesc.2008.4592028","title":"Single phase multi-level PWM Inverter topologies using coupled inductors","year":2008,"lang":"en","type":"article","venue":"PESC record","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Israeli Centers for Research Excellence","keywords":"Inductor; Pulse-width modulation; Inductance; Inverter; Voltage; Electromagnetic coil; Electronic circuit; Engineering; Electronic engineering; Electrical engineering; Computer science","score_opus":0.1998696940904126,"score_gpt":0.2909908056829827,"score_spread":0.09112111159257008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181236100","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":[0.13743022,0.0011304524,0.839797,0.00013865385,0.00011652832,0.00018400035,0.00027373232,0.0017038306,0.019225622],"genre_scores_gemma":[0.8548472,0.00050957623,0.13992806,0.000081983875,0.00003956753,0.00010621924,0.00024249982,0.000063141844,0.0041816942],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996762,0.00003898908,0.000030784657,0.00006625167,0.00014991093,0.000037940164],"domain_scores_gemma":[0.99978167,0.000047403304,0.00004081287,0.000036533624,0.0000726465,0.0000209546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020736977,0.00037530583,0.00046444897,0.0005997845,0.00022273789,0.00091562123,0.0011891956,0.00052360643,0.0040881224],"category_scores_gemma":[0.00036767576,0.0002828322,0.00046727815,0.00093707483,0.00020059808,0.0012535261,0.00041743892,0.00037442174,0.001051659],"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":[0.0004858969,0.0002658305,0.0013638282,0.0014943202,0.00014509342,0.0005927644,0.00025650096,0.05728629,0.5008345,0.032184344,0.0027472137,0.40234345],"study_design_scores_gemma":[0.00032456647,0.0021562302,0.0025742895,0.00016057234,0.00018787837,0.0020426773,0.00012116141,0.6131128,0.3063642,0.02838763,0.044476178,0.00009190088],"about_ca_topic_score_codex":0.00023634169,"about_ca_topic_score_gemma":0.0005303179,"teacher_disagreement_score":0.0040881224,"about_ca_system_score_codex":0.0003824889,"about_ca_system_score_gemma":0.00021474334,"threshold_uncertainty_score":0.013676167},"labels":[],"label_agreement":null}]}