{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"a85bca861eb3","filters":{"venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)"}},"results":[{"id":"W4310470571","doi":"10.1109/ecce50734.2022.9947749","title":"Deep Neural Network-based Black-box Modeling of Power Electronic Converters Using Transfer Learning","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; École de Technologie Supérieure","funders":"","keywords":"Black box; Artificial neural network; Computer science; Converters; Transfer of learning; Deep learning; Power (physics); Artificial intelligence; Physics","authors":[{"name":"Pouria Qashqai","is_ca":true},{"name":"Kamal Al‐Haddad","is_ca":true},{"name":"Rawad Zgheib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009380446613086107,"gpt":0.2151323412814654,"spread":0.2057518946683793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319495,0.0005820121,0.0005323876,0.0001981623,0.0002461242,0.0005490313,0.001008933,0.0006305441,0.002487335],"category_scores_gemma":[0.0006082744,0.0003227047,0.0005093922,0.0002569741,0.000387213,0.001047247,0.0003911553,0.0009777104,0.0004117494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006882354,"about_ca_system_score_gemma":0.0006245911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005807601,"about_ca_topic_score_gemma":0.004405871,"domain_scores_codex":[0.999895,0.00002928953,0.000006678484,0.00002202363,0.00003417833,0.00001276979],"domain_scores_gemma":[0.9998258,0.00008772366,0.00001768062,0.00002061707,0.00004187567,0.000006400515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001524405,0.00001224151,0.0001117942,0.00002168417,0.00001058782,0.00001862708,0.00001456893,0.9879074,0.001503089,0.001396578,0.000135541,0.008852676],"study_design_scores_gemma":[5.174672e-7,0.000002820934,0.00001377628,0.000001021404,7.122445e-7,0.000001514194,5.13474e-7,0.9993477,0.0003007448,0.0002693364,0.00006069418,6.180804e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04202648,0.0002939247,0.9509164,0.000150797,0.00003909712,0.00004675396,0.0001111683,0.001079467,0.005335838],"genre_scores_gemma":[0.9298247,0.0002905939,0.06423873,0.0000586169,0.0000140658,0.0001642325,0.0001901297,0.00008902799,0.005129962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005807601,"threshold_uncertainty_score":0.01154763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475788","doi":"10.1109/ecce50734.2022.9947871","title":"Modeling and Soft-Switching Operation of an Isolated Modular-Multilevel-Converter-Based DC-DC Converter","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Modular design; Topology (electrical circuits); Capacitor; Modulation (music); Electronic engineering; Computer science; Voltage; Forward converter; Ćuk converter; Interconnection; Boost converter; Engineering; Control theory (sociology); Electrical engineering; Control (management); Physics","authors":[{"name":"Hossein Saeedifard","is_ca":true},{"name":"Amirnaser Yazdani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008869922332704101,"gpt":0.2027522556899464,"spread":0.1938823333572423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633019,0.0004156481,0.0004793411,0.0003408845,0.0003372543,0.0008374102,0.0008930205,0.0005490318,0.002170868],"category_scores_gemma":[0.0002638285,0.0001778555,0.0004451783,0.0003152367,0.0003279552,0.0006820124,0.0002628378,0.0005925464,0.000590718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003938826,"about_ca_system_score_gemma":0.0004410969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520706,"about_ca_topic_score_gemma":0.001530543,"domain_scores_codex":[0.9998699,0.00002634933,0.000006166293,0.00002399859,0.00006410448,0.000009396772],"domain_scores_gemma":[0.9999305,0.00001998751,0.0000101066,0.00001542425,0.0000203073,0.000003671968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001323535,0.0001255429,0.0007159279,0.0002413575,0.00004196421,0.0002579007,0.0001393303,0.8648239,0.04861026,0.04835163,0.0008907356,0.03566917],"study_design_scores_gemma":[0.000007985484,0.00003312058,0.0001295525,0.000006420796,0.000005940117,0.00003911735,0.000008466137,0.9942635,0.00230037,0.002058703,0.001142952,0.000003932083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0715465,0.0005175279,0.8920825,0.0002273485,0.00008372357,0.0001647324,0.0002844283,0.0005952771,0.03449788],"genre_scores_gemma":[0.9516492,0.0004857452,0.04164554,0.00004785283,0.00002845409,0.0001410382,0.000127733,0.00003533558,0.005839038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002170868,"threshold_uncertainty_score":0.00726223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310521309","doi":"10.1109/ecce50734.2022.9947776","title":"Half-Bridge Current Source Inverter for Grid-Connected Applications","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Canada Research Chairs","keywords":"Capacitor; Inverter; Topology (electrical circuits); Reliability (semiconductor); Grid; Electrolytic capacitor; Electronic engineering; Electrical engineering; Computer science; Voltage; Power (physics); Current (fluid); Engineering; Physics; Mathematics","authors":[{"name":"Reza Alavi Eshkaftaki","is_ca":true},{"name":"Carl Ngai Man Ho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009888062158842767,"gpt":0.2167174146050596,"spread":0.2068293524462168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005801282,0.0002680958,0.0002393521,0.000206938,0.0001767763,0.0003828466,0.0005402407,0.0004124762,0.006836026],"category_scores_gemma":[0.000108728,0.00007937786,0.0001592508,0.0005284935,0.0000918454,0.0005181758,0.0001670492,0.0004194173,0.001829479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647406,"about_ca_system_score_gemma":0.0001920758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001445747,"about_ca_topic_score_gemma":0.0002935575,"domain_scores_codex":[0.9999232,0.000008367504,0.000004529245,0.00001354235,0.00004406075,0.000006201186],"domain_scores_gemma":[0.9999591,0.000006138104,0.00000410986,0.000006503373,0.00002065922,0.000003628451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001141301,0.0001702491,0.0004254696,0.000758915,0.00002854633,0.0002282854,0.00006266054,0.005671067,0.1914131,0.02073689,0.01176148,0.7686291],"study_design_scores_gemma":[0.0002390877,0.001710355,0.005770986,0.0002582487,0.0001207892,0.00268262,0.0001114232,0.3565986,0.2042648,0.04760969,0.3805736,0.00005987227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06323937,0.006673653,0.8434161,0.0008301677,0.0009667133,0.0002426791,0.0005363714,0.003370639,0.08072429],"genre_scores_gemma":[0.8561488,0.003609651,0.1155403,0.0004720656,0.0004348296,0.0001721975,0.0009182853,0.0001242917,0.02257961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006836026,"threshold_uncertainty_score":0.02286881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475733","doi":"10.1109/ecce50734.2022.9947996","title":"Dynamic Phasor-Based Modeling and Analysis of Selective Harmonic Compensated Single-Phase Grid-Forming Inverter Connected to Nonlinear and Resistive Loads","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Harmonics; Total harmonic distortion; Phasor; Harmonic; Nonlinear system; Rectifier (neural networks); Inverter; Control theory (sociology); Electronic engineering; Power electronics; Computer science; Harmonic analysis; Power (physics); Resistive touchscreen; Engineering; Voltage; Electrical engineering; Electric power system; Physics; Acoustics","authors":[{"name":"Udoka C. Nwaneto","is_ca":true},{"name":"Andrew M. Knight","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007563654650352719,"gpt":0.2094401213687674,"spread":0.2018764667184147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001074414,0.0004099731,0.0004074672,0.0002337437,0.0002225714,0.0004568036,0.0004777061,0.000435827,0.001652949],"category_scores_gemma":[0.0003127869,0.00024632,0.0003430065,0.0002710799,0.0002362509,0.0006028555,0.0002392186,0.0003146953,0.0003198409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974961,"about_ca_system_score_gemma":0.0003155145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007147156,"about_ca_topic_score_gemma":0.004995352,"domain_scores_codex":[0.9999435,0.00001770391,0.000003218987,0.000009849134,0.00001935392,0.000006419524],"domain_scores_gemma":[0.9999154,0.00002950685,0.00001676251,0.00001420615,0.00001908648,0.000004992567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001692017,0.00001213146,0.0004764851,0.00002225926,0.000008102484,0.00006357884,0.00002369843,0.9928173,0.002162352,0.0008792614,0.000112726,0.003405235],"study_design_scores_gemma":[0.000001590611,0.00001116977,0.0001387037,8.366125e-7,0.00000131648,0.000006646337,0.000004320674,0.999353,0.000222423,0.0001445303,0.0001143198,0.000001092174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3580259,0.0002712054,0.6204922,0.0001872836,0.00003042414,0.0001208356,0.0005605462,0.001025296,0.01928639],"genre_scores_gemma":[0.9901841,0.0001524141,0.007659324,0.00001014867,0.000004368334,0.00004743394,0.000156225,0.00002846828,0.001757598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007147156,"threshold_uncertainty_score":0.01421112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475783","doi":"10.1109/ecce50734.2022.9947435","title":"A Modular Step-up PV Converter With Coupled Output Power Balancers Utilizing A New Fully Soft-switched Active Voltage Quadrupler (A VQ)","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","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":"York University","funders":"","keywords":"Modular design; Duty cycle; Boost converter; Inductor; Computer science; Maximum power point tracking; Photovoltaic system; Voltage; Power (physics); Control theory (sociology); Engineering; Electronic engineering; Electrical engineering; Physics; Control (management)","authors":[{"name":"Kajanan Kanathipan","is_ca":true},{"name":"John Lam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007071241153931262,"gpt":0.1932786107718588,"spread":0.1862073696179275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113831,0.0003624897,0.0003309071,0.0003246908,0.0002030698,0.0005024452,0.0009305323,0.000356613,0.002451922],"category_scores_gemma":[0.0001249224,0.0002402291,0.0003730061,0.0002847437,0.0001380804,0.0006421926,0.0003778009,0.0005219859,0.0007654017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001707269,"about_ca_system_score_gemma":0.0001747308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001791912,"about_ca_topic_score_gemma":0.0003425805,"domain_scores_codex":[0.9998376,0.00001186709,0.000006970647,0.00004331128,0.00008536988,0.00001495623],"domain_scores_gemma":[0.9999192,0.0000111688,0.00001552288,0.00001437037,0.0000273359,0.00001242762],"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":[0.00008449353,0.00006614035,0.0003314219,0.0002198304,0.00003770103,0.0001396244,0.00004688318,0.0023616,0.9158997,0.001913341,0.0007013019,0.07819799],"study_design_scores_gemma":[0.0001126851,0.001437824,0.00298594,0.00003379571,0.00009693559,0.001958407,0.00004196616,0.07364648,0.8879021,0.001626216,0.03009365,0.00006393117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2562712,0.0008024463,0.7274115,0.0001478475,0.0001968207,0.0002579956,0.0002567611,0.002640224,0.01201516],"genre_scores_gemma":[0.8271706,0.0002550443,0.1640716,0.0001425982,0.00006588912,0.0001184718,0.0001829667,0.0001193545,0.00787356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002451922,"threshold_uncertainty_score":0.008202493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310449811","doi":"10.1109/ecce50734.2022.9947993","title":"Model-Free Predictive Pulse Pattern Control for Permanent Magnet Synchronous Motor Drives","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Total harmonic distortion; Stator; Flux linkage; Pulse-width modulation; Computer science; Control theory (sociology); Modulation index; Distortion (music); Control (management); Artificial intelligence; Induction motor; Electrical engineering; Direct torque control; Engineering; Voltage; Amplifier; Telecommunications","authors":[{"name":"Dianxun Xiao","is_ca":true},{"name":"Battur Batkhishig","is_ca":true},{"name":"Aathira Karuvaril Vijayan","is_ca":true},{"name":"Alan Dorneles Callegaro","is_ca":true},{"name":"Rohit Baranwal","is_ca":false},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00679626051505198,"gpt":0.1868812021571322,"spread":0.1800849416420803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001680014,0.0003725402,0.0003384041,0.0001698636,0.0001967688,0.0005335459,0.000595947,0.0004046167,0.00120175],"category_scores_gemma":[0.0005700168,0.0001744513,0.0002827419,0.0002470234,0.0002557274,0.0005562762,0.0002046442,0.0005357277,0.0003404935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749187,"about_ca_system_score_gemma":0.0003308194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968163,"about_ca_topic_score_gemma":0.00151686,"domain_scores_codex":[0.9998006,0.00003046742,0.000009023433,0.0000332989,0.0001143441,0.00001226672],"domain_scores_gemma":[0.9998701,0.00004657931,0.00001820265,0.00002180361,0.00003831418,0.000004991922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001769094,0.0001229541,0.0003884482,0.0002888746,0.0000513604,0.0001449382,0.0001196391,0.4693522,0.02664622,0.03245678,0.004085653,0.4661661],"study_design_scores_gemma":[0.00001600819,0.0001085657,0.0001892735,0.000008373515,0.000009757706,0.00005262595,0.000005729716,0.9861997,0.005500883,0.004675247,0.003224147,0.00000960345],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01387382,0.0008023179,0.9786509,0.0001646726,0.0001344499,0.00002508101,0.00002876292,0.001119647,0.00520022],"genre_scores_gemma":[0.9376285,0.0007295119,0.05496144,0.00009878379,0.00008691423,0.00007685121,0.0001034259,0.00005790084,0.006256554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001968163,"threshold_uncertainty_score":0.004020274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310502940","doi":"10.1109/ecce50734.2022.9947903","title":"Automated Impulse PD Testing for Early Detection and Classification of PD in the Stator Insulation of Low Voltage VFD Motors","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Stator; Partial discharge; Variable-frequency drive; Voltage; Automotive engineering; Impulse (physics); Electrical engineering; Engineering; Computer science; Power (physics)","authors":[{"name":"Cheol-Hui Park","is_ca":false},{"name":"Hyeonjun Lee","is_ca":false},{"name":"Marcos Orviz","is_ca":false},{"name":"Sang Bin Lee","is_ca":false},{"name":"David Reigosa","is_ca":false},{"name":"Fernando Briz","is_ca":false},{"name":"G.C. Stone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412663656754014,"gpt":0.2330980695767223,"spread":0.2189714330091821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002561375,0.0005309593,0.0004213316,0.001231419,0.0001629209,0.0004492724,0.0006682854,0.0006184363,0.0007007819],"category_scores_gemma":[0.001057646,0.0001875242,0.0001843163,0.0003258428,0.0002183436,0.0003434895,0.000340338,0.0002723519,0.0003800025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171973,"about_ca_system_score_gemma":0.0001848984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004582046,"about_ca_topic_score_gemma":0.0008977213,"domain_scores_codex":[0.999545,0.0000747923,0.00002797261,0.0001079905,0.000203135,0.00004098323],"domain_scores_gemma":[0.99915,0.000303174,0.0001628179,0.00009384048,0.0002480882,0.00004198208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005252131,0.0002369195,0.01999229,0.0002415365,0.00002892865,0.0004135439,0.0001521134,0.005863762,0.6173413,0.0003475876,0.001190696,0.3536661],"study_design_scores_gemma":[0.00007535583,0.001061738,0.05796652,0.00005018048,0.00006738144,0.001908586,0.00012945,0.2861617,0.6471377,0.0007187621,0.004651073,0.00007155233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5052535,0.0009687921,0.4863117,0.00009123785,0.00009404709,0.0001811827,0.0003477515,0.004411404,0.002340362],"genre_scores_gemma":[0.9057152,0.0001650237,0.09234031,0.00007590372,0.0000196624,0.00006375838,0.0002438242,0.00004876102,0.001327642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231419,"threshold_uncertainty_score":0.00234431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475745","doi":"10.1109/ecce50734.2022.9947304","title":"Design of a Dipole Internal Permanent Magnet Bearingless Motor for Flux-weakening Control","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Magnet; Electromagnetic coil; Stator; Electropermanent magnet; Rotor (electric); AC motor; Materials science; Magnetic levitation; Dipole; Nuclear magnetic resonance; Mechanical engineering; Control theory (sociology); Physics; Engineering; Electrical engineering; Electric motor; Permanent magnet synchronous generator; Computer science; Control (management)","authors":[{"name":"Taryn Loutit","is_ca":true},{"name":"Minkyun Noh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007433565596459165,"gpt":0.1877357946901447,"spread":0.1803022290936855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001873992,0.0003482097,0.0002727313,0.0001686778,0.000155228,0.0002451635,0.0006041549,0.0003025655,0.001824318],"category_scores_gemma":[0.0001837336,0.0001854696,0.0001759162,0.00007279239,0.000227038,0.0002814721,0.0001895932,0.0003342458,0.0007070542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105108,"about_ca_system_score_gemma":0.0003846403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355736,"about_ca_topic_score_gemma":0.0002753345,"domain_scores_codex":[0.9998904,0.00000959024,0.00000734361,0.00002658278,0.00005399479,0.00001203208],"domain_scores_gemma":[0.9998921,0.00001507444,0.0000216088,0.000009714478,0.00004233494,0.00001918689],"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":[0.000190458,0.00008460765,0.0007989004,0.0004038846,0.00002792492,0.0002478045,0.0001122395,0.01355777,0.8189484,0.01028128,0.001906395,0.1534404],"study_design_scores_gemma":[0.0004236857,0.003842783,0.005669269,0.00006418543,0.00009854018,0.002372691,0.00007856135,0.3502539,0.5398389,0.003118988,0.09415333,0.00008517026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03234234,0.0001393461,0.961947,0.0001108491,0.0001039066,0.0001632327,0.00004552473,0.0009212325,0.004226514],"genre_scores_gemma":[0.5277228,0.0001662308,0.4668368,0.00009335174,0.00005567668,0.0001990865,0.0001222916,0.00006931434,0.004734467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001824318,"threshold_uncertainty_score":0.006102979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475756","doi":"10.1109/ecce50734.2022.9947517","title":"Homopolar Bearingless Slice Motor with Quadruple Three-Phase Windings","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Homopolar motor; Magnetomotive force; Electromagnetic coil; Control theory (sociology); Voltage; Three-phase; Electrical engineering; Physics; Engineering; Computer science; Magnet","authors":[{"name":"Simon Szoke","is_ca":true},{"name":"Minkyun Noh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005520284778248866,"gpt":0.1874217920385884,"spread":0.1819015072603395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191252,0.0002358525,0.0002788079,0.0001655528,0.0001317876,0.0002254778,0.0003774618,0.0002627093,0.00172982],"category_scores_gemma":[0.0001422157,0.0001142244,0.0001114937,0.0001272646,0.0002881814,0.0006310079,0.0002630178,0.0002244378,0.0006612322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068814,"about_ca_system_score_gemma":0.0001289881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000947186,"about_ca_topic_score_gemma":0.0002131353,"domain_scores_codex":[0.9999198,0.00001269041,0.000006742293,0.00001813076,0.00003387522,0.000008723778],"domain_scores_gemma":[0.9999093,0.00001222793,0.00002310376,0.00001650852,0.00002382572,0.00001498443],"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":[0.0003691912,0.00007312375,0.0007817456,0.0004337069,0.00002603268,0.0002790281,0.0001407096,0.006157496,0.7634229,0.02670534,0.002295432,0.1993152],"study_design_scores_gemma":[0.0002366769,0.003911984,0.004633548,0.0001101243,0.00007802765,0.002887267,0.0001234927,0.2137357,0.6558918,0.01232946,0.1059825,0.00007941938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1749772,0.0009038892,0.8097228,0.0001888709,0.0003137855,0.0001217604,0.0001157161,0.001054412,0.01260145],"genre_scores_gemma":[0.7975508,0.0004274226,0.1955293,0.0001435601,0.00007441026,0.0000621475,0.000123271,0.00006552687,0.006023459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00172982,"threshold_uncertainty_score":0.005786836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310521252","doi":"10.1109/ecce50734.2022.9948202","title":"A Multi-Mode Hybrid CCM/DCM Three-Phase Step-Up AC/DC Soft-Switched Converter with an Adaptive Active-Controlled Auxiliary Circuit and Constant Output Voltage","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Control theory (sociology); Boost converter; Inductor; Rectifier (neural networks); Ćuk converter; Duty cycle; Power factor; Buck–boost converter; Electronic engineering; Voltage; Computer science; Engineering; Electrical engineering","authors":[{"name":"Siamak Derakhshan","is_ca":true},{"name":"John Lam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01307010410307217,"gpt":0.2240578434591983,"spread":0.2109877393561262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001483806,0.0002468127,0.0002888291,0.0002363455,0.0001821563,0.0003919085,0.0008927755,0.000223934,0.002168872],"category_scores_gemma":[0.0001099836,0.0001274906,0.0002627829,0.0002247658,0.0001512959,0.0004095715,0.0002340914,0.0004254603,0.000584811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879682,"about_ca_system_score_gemma":0.0002088877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002296315,"about_ca_topic_score_gemma":0.0005591553,"domain_scores_codex":[0.9998679,0.00001414115,0.000007753317,0.00002906475,0.00007027578,0.00001079398],"domain_scores_gemma":[0.9999268,0.00001196319,0.000009310529,0.00001529161,0.00002641725,0.00001015606],"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":[0.0003627744,0.0001478071,0.0008283361,0.0003822376,0.00005539058,0.0002983606,0.0001109083,0.006274438,0.7746118,0.007259229,0.001656395,0.2080123],"study_design_scores_gemma":[0.0003199225,0.001503581,0.005266319,0.00006626637,0.0001494532,0.003532639,0.00009536635,0.3684646,0.567126,0.003917715,0.04947393,0.00008422065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1156917,0.0004801269,0.8684778,0.0001208491,0.0001049208,0.0001340779,0.0001208073,0.002031231,0.01283845],"genre_scores_gemma":[0.894559,0.0002254542,0.09850714,0.0001310528,0.00004477055,0.00007724739,0.0001361302,0.00008091884,0.006238352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002168872,"threshold_uncertainty_score":0.007255554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475753","doi":"10.1109/ecce50734.2022.9947512","title":"2DoF BTSPWM for Parallel Current Source Converter with Improved CMV and Harmonic Performance","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Interleaving; Harmonic; Electronic engineering; Inverter; Converters; Pulse-width modulation; Rectifier (neural networks); Computer science; Harmonic analysis; Power (physics); Voltage; Engineering; Electrical engineering; Physics","authors":[{"name":"Li Ding","is_ca":true},{"name":"Cheng Xue","is_ca":true},{"name":"Pengcheng Liu","is_ca":true},{"name":"Yunwei Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008694551921969003,"gpt":0.1886384764974238,"spread":0.1799439245754548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001322099,0.0005138593,0.0002566125,0.0004630514,0.0002607129,0.0004000586,0.0003995571,0.0002745764,0.002102481],"category_scores_gemma":[0.0001888761,0.0001236377,0.0002135328,0.000838108,0.0001645315,0.0005299326,0.0002060805,0.0003178141,0.000270183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459326,"about_ca_system_score_gemma":0.0003852224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117931,"about_ca_topic_score_gemma":0.001367328,"domain_scores_codex":[0.9998609,0.00001360783,0.000007688591,0.00002125434,0.00008709827,0.000009388357],"domain_scores_gemma":[0.9999356,0.00000932481,0.00001841738,0.000008102972,0.00002429804,0.000004145475],"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":[0.0003115408,0.0002356589,0.001051738,0.0004194998,0.00003932595,0.0001192165,0.0001613755,0.03640395,0.4877365,0.01640611,0.001945273,0.4551697],"study_design_scores_gemma":[0.0001296096,0.0005932278,0.00262645,0.00004616383,0.00005437851,0.0005512401,0.00004875439,0.7861815,0.1888236,0.006922897,0.01398138,0.00004082492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1204213,0.0006654134,0.8631848,0.0001886851,0.00008199894,0.0001061569,0.00006903586,0.0007002329,0.01458234],"genre_scores_gemma":[0.8655872,0.0003590719,0.1297191,0.00006135918,0.00003525161,0.00006797907,0.0001098818,0.00005263908,0.00400759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002102481,"threshold_uncertainty_score":0.007033527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310521395","doi":"10.1109/ecce50734.2022.9948154","title":"A Multi-Parameter Approach to Optimal Power Dispatch in Grid-Connected Photovoltaic-Battery Systems","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Carleton University","funders":"","keywords":"Photovoltaic system; Tariff; Computer science; Profit (economics); Stand-alone power system; Grid-connected photovoltaic power system; Grid; Battery (electricity); Electricity; Electric power system; Electricity pricing; Grid parity; Automotive engineering; Mathematical optimization; Power (physics); Maximum power point tracking; Renewable energy; Distributed generation; Engineering; Electricity market; Electrical engineering; Photovoltaics; Business; Economics; Mathematics; Microeconomics; Voltage","authors":[{"name":"Ebrahim Mohammadi","is_ca":true},{"name":"Gerry Moschopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008902420368573763,"gpt":0.1893032252704862,"spread":0.1804008049019125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535445,0.00145225,0.001894141,0.0008642738,0.0007719569,0.00206809,0.001550303,0.001572456,0.002924049],"category_scores_gemma":[0.003210448,0.001218257,0.0008646433,0.001088895,0.0008083739,0.001632767,0.0009134571,0.001821682,0.0003215791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155129,"about_ca_system_score_gemma":0.001157066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006372972,"about_ca_topic_score_gemma":0.006862344,"domain_scores_codex":[0.9992869,0.000352143,0.00003683755,0.0001177187,0.0001396114,0.00006684497],"domain_scores_gemma":[0.9991547,0.000559777,0.0001025871,0.00003008498,0.0001047634,0.00004812616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001274308,0.00000875725,0.00005327269,0.00001476705,0.00001649579,0.0000223021,0.00001291282,0.9937438,0.0001032074,0.002790785,0.0001323392,0.003088624],"study_design_scores_gemma":[0.000003954442,0.000006547594,0.00002084197,0.000002110826,0.000002317794,0.000003989656,0.000006344391,0.9978071,0.00003435055,0.001981338,0.0001279537,0.00000306421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01429258,0.0004110309,0.9796211,0.0002872661,0.00009953875,0.00006656579,0.00006494291,0.0001099132,0.005047083],"genre_scores_gemma":[0.8618429,0.0004505615,0.132567,0.0001136255,0.0001420661,0.0002069651,0.00009131514,0.0001479666,0.004437622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006372972,"threshold_uncertainty_score":0.01267171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310521331","doi":"10.1109/ecce50734.2022.9948171","title":"Modulation and Control Schemes of Modular Three Phase FCC-CSC for High Power Applications","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Space vector modulation; Modular design; Modulation (music); Electronic engineering; Interleaving; Converters; Computer science; Harmonic; Voltage; Power (physics); Series and parallel circuits; Electrical engineering; Pulse-width modulation; Engineering; Physics","authors":[{"name":"Li Ding","is_ca":true},{"name":"Cheng Xue","is_ca":true},{"name":"Nie Hou","is_ca":true},{"name":"Yunwei Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0067030950166483,"gpt":0.2048590311160149,"spread":0.1981559360993665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114482,0.0003283563,0.0001588922,0.0003594141,0.0002573926,0.0002851265,0.0003718894,0.0002326808,0.001761663],"category_scores_gemma":[0.0002429399,0.00005990535,0.0001562015,0.0004728014,0.0001585292,0.000268628,0.0001131173,0.0002810479,0.0002642016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683562,"about_ca_system_score_gemma":0.000209949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028476,"about_ca_topic_score_gemma":0.001400188,"domain_scores_codex":[0.999918,0.00001205286,0.000006920467,0.00001430346,0.00004000249,0.000008705861],"domain_scores_gemma":[0.9998558,0.00001589578,0.00003828726,0.00001843728,0.00006226014,0.000009439231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003787419,0.0001629977,0.001926182,0.0004525753,0.00004509346,0.0002235253,0.00043408,0.05101176,0.2038461,0.02153252,0.004426679,0.7155597],"study_design_scores_gemma":[0.0001488264,0.001271648,0.006717449,0.0001067024,0.0001034509,0.001010319,0.0001248858,0.8244174,0.1280189,0.008023873,0.03000534,0.00005110416],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1845714,0.0009098061,0.7949049,0.0003081803,0.0002051754,0.0002046651,0.0001153412,0.001069477,0.0177111],"genre_scores_gemma":[0.9721085,0.000147176,0.02634278,0.00003074046,0.00005142151,0.00003763729,0.00003723855,0.00001030976,0.001234152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001761663,"threshold_uncertainty_score":0.005893409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310450050","doi":"10.1109/ecce50734.2022.9947868","title":"Steady-State Analysis of Power Converters using the Enhanced State Vector Algorithm","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Converters; Convergence (economics); Steady state (chemistry); State vector; State (computer science); Computer science; Control theory (sociology); Power (physics); Algorithm; Series (stratigraphy); Mathematics; Artificial intelligence","authors":[{"name":"Reza Sadri","is_ca":true},{"name":"Mohammad Daryaei","is_ca":true},{"name":"S. Ali Khajehoddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006290558879376352,"gpt":0.2076724432443486,"spread":0.2013818843649723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004928412,0.0004295914,0.0004106115,0.0004528512,0.0002258298,0.0008781667,0.0005021309,0.0003209157,0.003410192],"category_scores_gemma":[0.0008160481,0.0002548154,0.0003457753,0.0004879764,0.000336694,0.001077939,0.0003031823,0.0005222377,0.0006171056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319976,"about_ca_system_score_gemma":0.0004948697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266313,"about_ca_topic_score_gemma":0.001096085,"domain_scores_codex":[0.9998214,0.00005048104,0.00001331792,0.00002579716,0.00007778183,0.00001116621],"domain_scores_gemma":[0.999783,0.00009331041,0.00001580488,0.00001864198,0.00008543599,0.000003771647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007056478,0.00005044557,0.0007296785,0.0001721377,0.00004305192,0.00006913661,0.0001288414,0.7459769,0.01794698,0.07438722,0.001469029,0.158956],"study_design_scores_gemma":[0.000003518873,0.00001916896,0.0001220007,0.000006318792,0.000003575996,0.00001183298,0.000005649531,0.99299,0.001405137,0.004425908,0.001002011,0.000004873963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003684699,0.0000755642,0.9941618,0.00001789273,0.000009732823,0.00001422407,0.00001116909,0.0001676457,0.001857353],"genre_scores_gemma":[0.6110128,0.0007265584,0.3779677,0.00005045003,0.00004191622,0.0001940658,0.0001720541,0.0001519224,0.009682656],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003410192,"threshold_uncertainty_score":0.01140821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310450702","doi":"10.1109/ecce50734.2022.9948120","title":"A High Step-Up Multi-Mode Resonant Switched-Resonator Converter","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Switched capacitor; Converters; Buck converter; Resonator; Pulse-width modulation; Electronic engineering; Boost converter; Buck–boost converter; Capacitor; Ćuk converter; Voltage; Computer science; Engineering; Electrical engineering","authors":[{"name":"Dulika Nayanasiri","is_ca":true},{"name":"Yunwei Li","is_ca":true},{"name":"Cheng Xue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00781898138324449,"gpt":0.2110476012724397,"spread":0.2032286198891952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796048,0.0002408182,0.0003895236,0.0003300426,0.0003064239,0.0005977631,0.0008802526,0.0003222229,0.002602875],"category_scores_gemma":[0.0001833984,0.0001840373,0.0002369197,0.0004064836,0.0001958649,0.0005164662,0.0002333175,0.000561062,0.0008265447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503032,"about_ca_system_score_gemma":0.0002524944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002560831,"about_ca_topic_score_gemma":0.0004068521,"domain_scores_codex":[0.9997167,0.00003028088,0.00001170301,0.00005512804,0.0001659248,0.00002024729],"domain_scores_gemma":[0.9998871,0.00002218878,0.00001111978,0.00001973522,0.0000489971,0.00001084164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002004869,0.0001220602,0.0005412655,0.0002575508,0.0000498441,0.0004159739,0.00008904759,0.004990756,0.8512052,0.012414,0.003211644,0.1265022],"study_design_scores_gemma":[0.0001357212,0.0009586959,0.002844353,0.00004134764,0.00008452925,0.002916407,0.00006998931,0.1910806,0.7590463,0.003964005,0.0387688,0.00008922297],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2138508,0.001769012,0.7354786,0.0004875895,0.0004132361,0.0002372415,0.0003183386,0.004089966,0.04335515],"genre_scores_gemma":[0.8901305,0.0004005932,0.1000526,0.0001427481,0.00007192275,0.00007020402,0.0001051263,0.00006071933,0.008965558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002602875,"threshold_uncertainty_score":0.008707464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310529672","doi":"10.1109/ecce50734.2022.9947892","title":"Harmonic Analysis of Input DC Current in Six- and Nine-Phase Voltage Source Inverters","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Voltage source; Ripple; Three-phase; Capacitor; Harmonic; Control theory (sociology); Current (fluid); Voltage; Materials science; Harmonic analysis; Electronic engineering; Electrical engineering; Computer science; Engineering; Physics; Acoustics","authors":[{"name":"Wesam Taha","is_ca":true},{"name":"Peter Azer","is_ca":true},{"name":"Ali Emadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01102396359533129,"gpt":0.2265340480827155,"spread":0.2155100844873842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001296392,0.0002586239,0.0003063216,0.0006097801,0.000172843,0.0003734711,0.0002965825,0.0002598007,0.002682353],"category_scores_gemma":[0.0003755134,0.00008857599,0.0002536819,0.0005157298,0.0001752469,0.0002876839,0.0001368281,0.0002420858,0.0003734927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003499803,"about_ca_system_score_gemma":0.0001282833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178164,"about_ca_topic_score_gemma":0.0009875656,"domain_scores_codex":[0.9998373,0.00001521217,0.000008867645,0.00001918719,0.0001002396,0.00001921447],"domain_scores_gemma":[0.9997744,0.00008838202,0.00002968549,0.00002078614,0.00007867783,0.000008163512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001291855,0.0003784462,0.01234435,0.001696274,0.0001819398,0.0009221251,0.001107083,0.2372386,0.3680149,0.01372161,0.00338844,0.3597144],"study_design_scores_gemma":[0.00003254526,0.000648545,0.02375881,0.00006497662,0.00006461543,0.0004200008,0.0002985698,0.8821799,0.08329171,0.003545705,0.005656184,0.00003838563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7478571,0.0008402213,0.2258018,0.0001264813,0.00005619525,0.0001463768,0.0009200521,0.0010275,0.02322433],"genre_scores_gemma":[0.9931845,0.0001250255,0.005100055,0.00001195296,0.000007466107,0.00001894367,0.0002634073,0.00003612342,0.001252574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002682353,"threshold_uncertainty_score":0.00897336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310502175","doi":"10.1109/ecce50734.2022.9948167","title":"Dynamic Pulse-Positioning for a Single-Stage Isolated AC-DC Converter","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transformer; Delta-wye transformer; Forward converter; Flyback converter; Electrical engineering; Energy efficient transformer; Pulse-width modulation; AC power; Distribution transformer; Engineering; Electronic engineering; Control theory (sociology); Voltage; Boost converter; Computer science","authors":[{"name":"Vishwa Perera","is_ca":true},{"name":"Juan Zuniga","is_ca":true},{"name":"John Salmon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007333517669286529,"gpt":0.203884079697209,"spread":0.1965505620279225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211478,0.0002208162,0.0003210412,0.0001335458,0.0003914711,0.0005902121,0.0006258902,0.0002929608,0.00272258],"category_scores_gemma":[0.0002150648,0.0000997287,0.0001273091,0.0001823664,0.0002007797,0.0001946058,0.0001851016,0.0004105383,0.0005719305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430115,"about_ca_system_score_gemma":0.0003778835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007175352,"about_ca_topic_score_gemma":0.001208169,"domain_scores_codex":[0.9998616,0.0000182892,0.000006266901,0.00002743597,0.00007140122,0.00001491773],"domain_scores_gemma":[0.999896,0.0000296251,0.00001531809,0.00001618702,0.00003076078,0.00001204276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001047007,0.0002623943,0.001241876,0.0005440012,0.00004164879,0.000991016,0.0004347144,0.0886464,0.6834419,0.006939275,0.001937662,0.2144721],"study_design_scores_gemma":[0.0001163398,0.001691749,0.002201478,0.00005448729,0.00003889321,0.0008822375,0.000108944,0.7597223,0.2231815,0.002276358,0.009689839,0.00003591508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2582376,0.0003845365,0.7106275,0.0002487686,0.0002392446,0.0002199208,0.0001084576,0.001716874,0.02821712],"genre_scores_gemma":[0.9773194,0.00005607542,0.01902301,0.00002799714,0.00001300974,0.00003180198,0.00001512714,0.00001700997,0.003496417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00272258,"threshold_uncertainty_score":0.009107947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310450723","doi":"10.1109/ecce50734.2022.9948113","title":"Generalized Predictive Control for Voltage Source Inverter in Islanded Microgrid","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Model predictive control; Microgrid; Robustness (evolution); Control theory (sociology); Computer science; Benchmark (surveying); Voltage; MIMO; Voltage source; Inverter; Engineering; Control (management); Artificial intelligence; Telecommunications","authors":[{"name":"Cheng Xue","is_ca":true},{"name":"Rui Liu","is_ca":true},{"name":"Han Zhang","is_ca":true},{"name":"Yunwei Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003763435253840342,"gpt":0.1729445923791518,"spread":0.1691811571253115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003646575,0.0006772946,0.0005318921,0.0001879588,0.0002964855,0.0006958944,0.000685757,0.0003540304,0.0008235065],"category_scores_gemma":[0.0005768311,0.0001806482,0.0002688968,0.0004140386,0.0003713807,0.0003264467,0.0004420726,0.0005504148,0.0001060245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003782432,"about_ca_system_score_gemma":0.0004462067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00685693,"about_ca_topic_score_gemma":0.006031235,"domain_scores_codex":[0.999808,0.00005244004,0.00000892604,0.00004101458,0.00006741582,0.00002211613],"domain_scores_gemma":[0.9998515,0.00005519002,0.00002296707,0.00001475144,0.00004984928,0.000005798514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007395467,0.00002826144,0.0002604155,0.00014419,0.00003553206,0.0001434467,0.0000783473,0.937135,0.003786156,0.006417048,0.0009906506,0.05090714],"study_design_scores_gemma":[0.000005918025,0.00003598095,0.00006691286,0.000003397029,0.000006287592,0.000006419711,0.000003999126,0.9984204,0.0003207348,0.0008087686,0.0003189803,0.000002329595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0664075,0.00144363,0.9206924,0.0003333577,0.0002102555,0.0000676611,0.00005891435,0.0007894065,0.009996871],"genre_scores_gemma":[0.9874363,0.0003647225,0.01080169,0.00004526023,0.00003635198,0.00004495214,0.0000320499,0.00001573419,0.001223051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00685693,"threshold_uncertainty_score":0.01363403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310470574","doi":"10.1109/ecce50734.2022.9947835","title":"An Instantaneous Power Balancing Control With Power Factor Correction for Single-Stage Three-Phase AC-DC Converters","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Power factor; Ripple; Decoupling (probability); Control theory (sociology); Converters; AC power; Switched-mode power supply; Capacitor; Three-phase; Computer science; Voltage optimisation; Harmonics; Voltage; Power (physics); Electronic engineering; Engineering; Electrical engineering; Physics; Control (management); Control engineering","authors":[{"name":"Mojtaba Forouzesh","is_ca":true},{"name":"Yan‐Fei Liu","is_ca":true},{"name":"Paresh C. Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008087302394471918,"gpt":0.2069072044972899,"spread":0.198819902102818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001954189,0.0003830142,0.0003361031,0.0002998038,0.000321058,0.0005584658,0.0008240874,0.0002079896,0.001672247],"category_scores_gemma":[0.0002435531,0.0001162901,0.000252797,0.0002999119,0.0002352179,0.0003991935,0.000219482,0.0004965005,0.0003284893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146864,"about_ca_system_score_gemma":0.0003027098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000480637,"about_ca_topic_score_gemma":0.0008688267,"domain_scores_codex":[0.99983,0.00001365594,0.00001075918,0.00004211832,0.00008701181,0.00001649154],"domain_scores_gemma":[0.9998865,0.00001880975,0.00002716139,0.00001640444,0.00004447568,0.000006666204],"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":[0.0002381077,0.0001620429,0.0007276037,0.0004997732,0.00005334911,0.0001969058,0.0002637264,0.05390255,0.3590803,0.01769255,0.002203382,0.5649797],"study_design_scores_gemma":[0.00007896562,0.0006638905,0.001465774,0.00004127069,0.00006054141,0.000443665,0.00003169293,0.8204513,0.1556415,0.00431359,0.01676257,0.00004521991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02202181,0.0002942708,0.9721744,0.00005020711,0.0001059262,0.00005109458,0.00002726482,0.001162128,0.004112932],"genre_scores_gemma":[0.9127778,0.000264469,0.08345728,0.00005732481,0.00007574427,0.00006287438,0.0000506255,0.00005645341,0.00319746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001672247,"threshold_uncertainty_score":0.005594194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310501968","doi":"10.1109/ecce50734.2022.9947952","title":"A Practical Test Bench Development of a Hyperloop Propulsion System: Modeling, Simulation, and Prototype Integration","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Test bench; Propulsion; Hardware-in-the-loop simulation; Computer science; Control system; Control engineering; Systems engineering; Simulation; Engineering; Automotive engineering; Aerospace engineering; Embedded system; Electrical engineering","authors":[{"name":"Mohammad Abdul Bhuiya","is_ca":true},{"name":"Mohamed Z. Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01751359295564,"gpt":0.2376787244610895,"spread":0.2201651315054495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005830256,0.0005215983,0.0003523724,0.000333875,0.0002922879,0.0006644603,0.001061574,0.0007077422,0.007599729],"category_scores_gemma":[0.0007969201,0.0002075306,0.0003538955,0.0001819621,0.000342434,0.0007756737,0.000472938,0.0006676051,0.001548157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692216,"about_ca_system_score_gemma":0.0006821755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006682016,"about_ca_topic_score_gemma":0.0004650638,"domain_scores_codex":[0.9996467,0.00007502659,0.00002027824,0.00004732965,0.0001600367,0.00005073025],"domain_scores_gemma":[0.9994832,0.0001234201,0.0000323227,0.0001217612,0.0001843531,0.00005493643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001490693,0.001485661,0.008238887,0.001879156,0.0001986266,0.001743568,0.001415497,0.2923708,0.4806499,0.01071676,0.01106634,0.1887441],"study_design_scores_gemma":[0.000418221,0.01010991,0.005995243,0.0001117726,0.00007984575,0.0006751177,0.0004013153,0.4570591,0.4772726,0.001937802,0.045834,0.0001050946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.499087,0.0002413735,0.4672575,0.0004142659,0.0002801561,0.0009880399,0.001250213,0.01214908,0.01833233],"genre_scores_gemma":[0.9346874,0.0001117158,0.05698003,0.0000513671,0.00001502668,0.0004882248,0.0006640847,0.0002321723,0.006769945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007599729,"threshold_uncertainty_score":0.02542365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310475748","doi":"10.1109/ecce50734.2022.9947645","title":"Design and analysis of cobra shaped spoke type rotor with SMC stator core for traction applications","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Energy Conversion Congress and Exposition (ECCE)","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Stator; Rotor (electric); Core (optical fiber); Traction (geology); Torque; Torque density; Torque ripple; Traction motor; Magnetic core; Engineering; Automotive engineering; Mechanical engineering; Copper loss; Electric motor; Induction motor; Electrical engineering; Direct torque control; Electromagnetic coil; Physics; Voltage; Telecommunications","authors":[{"name":"Mohanraj Muthusamy","is_ca":true},{"name":"Pragasen Pillay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01269260364415241,"gpt":0.2139719962797352,"spread":0.2012793926355828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002177302,0.0003570486,0.0003928377,0.0002404592,0.0001980291,0.0003644841,0.0004209585,0.0005155868,0.001164205],"category_scores_gemma":[0.0002252391,0.0001849737,0.0003344023,0.0001487582,0.0002177465,0.0001948919,0.0001190506,0.0001754332,0.0004591146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378122,"about_ca_system_score_gemma":0.0004577647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000882717,"about_ca_topic_score_gemma":0.001192865,"domain_scores_codex":[0.9998887,0.00001872397,0.000003579693,0.00001465545,0.00006244099,0.00001186626],"domain_scores_gemma":[0.9999089,0.0000151421,0.00002156472,0.000007816579,0.00004037832,0.000006184047],"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":[0.0003172352,0.0001171404,0.00225365,0.0008345534,0.00006978349,0.0004424622,0.0001587663,0.2449867,0.6234865,0.01115766,0.002348996,0.1138266],"study_design_scores_gemma":[0.00003139228,0.00106076,0.004107035,0.00004071371,0.00004357355,0.0002544777,0.0000666572,0.9178646,0.06100412,0.000876004,0.01463153,0.00001909737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2945481,0.001570878,0.6825036,0.0002320791,0.0001075344,0.0002752512,0.0001063456,0.0007015964,0.01995467],"genre_scores_gemma":[0.918022,0.0004868967,0.07522964,0.00002367083,0.00001953171,0.0001089683,0.0000987953,0.0000463456,0.005964202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001164205,"threshold_uncertainty_score":0.003894627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}