{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":83,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":83,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"cddbf477a8ee","filters":{"topic":"Electrical Contact Performance and Analysis"}},"results":[{"id":"W4393407040","doi":"10.1109/hpca57654.2024.00029","title":"Pathfinding Future PIM Architectures by Demystifying a Commercial PIM Technology","year":2024,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea; Ministry of Science and ICT, South Korea; Korea Advanced Institute of Science and Technology; Indian Institute of Technology, Patna","keywords":"Pathfinding; Computer science; Computer architecture; Software engineering; Theoretical computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.003144031904512885,"gpt":0.2062436334779114,"spread":0.2030996015733985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000623477,0.000155361,0.0001774103,0.0003618254,0.00008830166,0.00007512125,0.0001531824,0.0001513556,0.0001274396],"category_scores_gemma":[0.000007067948,0.0001247543,0.00008727848,0.0009238503,0.00001585257,0.00006429866,0.00002560408,0.0004835444,0.00008921298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005395824,"about_ca_system_score_gemma":0.00001016198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001068366,"about_ca_topic_score_gemma":0.0000319043,"domain_scores_codex":[0.999231,0.000006928984,0.000161207,0.0001673465,0.0001068741,0.0003266902],"domain_scores_gemma":[0.9997737,0.00003565801,0.000007292312,0.0001234791,0.000009473363,0.00005041028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006185409,0.00001944787,0.003074259,0.0002617691,0.0003144997,0.00005594554,0.0003710671,0.001365697,0.06984805,0.003350759,0.03645571,0.8848766],"study_design_scores_gemma":[0.0004886653,0.0002167506,0.001130269,0.0002528095,0.0002999234,0.0000894464,0.000493807,0.4113558,0.1029865,0.002842096,0.4783246,0.001519302],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399685,0.01561742,0.02882349,0.002685485,0.0004896505,0.0001185699,0.00001216183,0.003031494,0.009253267],"genre_scores_gemma":[0.998559,0.0002516924,0.000318703,0.0001671667,0.0003294991,0.00001522525,0.00001028591,0.00002914325,0.0003192609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8833573,"threshold_uncertainty_score":0.5087332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088512456","doi":"10.1109/jiot.2020.3026243","title":"Asynchronous Resilient Wireless Sensor Network for Train Integrity Monitoring","year":2020,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Wireless sensor network; Computer science; Asynchronous communication; Node (physics); Computer network; Train; Wireless; Embedded system; Key distribution in wireless sensor networks; Real-time computing; Wireless network; Engineering; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02060934101775359,"gpt":0.2457814644712016,"spread":0.225172123453448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754427,0.0001539145,0.0003279488,0.00006295116,0.00005137975,0.0000691134,0.0002840296,0.00008895958,0.00002614266],"category_scores_gemma":[0.00004613219,0.000136442,0.0002490567,0.0001743411,0.00001717307,0.0002620596,0.0000138516,0.0007362635,0.000006959578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009958882,"about_ca_system_score_gemma":0.00002164521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001580437,"about_ca_topic_score_gemma":0.0000014975,"domain_scores_codex":[0.9988821,0.00002144825,0.0004517529,0.0001206166,0.0001984487,0.0003256358],"domain_scores_gemma":[0.9994563,0.00008120028,0.000121277,0.00007622616,0.00009919875,0.0001657618],"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":[0.0009668607,0.0001844738,0.02989504,0.001245044,0.002738113,0.0001640077,0.01841352,0.208704,0.423739,0.0003896549,0.04608278,0.2674775],"study_design_scores_gemma":[0.0007558696,0.0005810207,0.0004836021,0.0004423883,0.0001454718,0.00005898817,0.0002591909,0.7286528,0.2657812,0.0002500858,0.002213492,0.0003758724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8162739,0.000427968,0.1820615,0.000288958,0.0006056002,0.00006970281,0.000001951265,0.00007146924,0.0001989252],"genre_scores_gemma":[0.993573,0.0001753971,0.004655211,0.0001310353,0.001390889,0.000003770653,9.918721e-7,0.00002715475,0.00004260108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5199488,"threshold_uncertainty_score":0.5563944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088965755","doi":"10.1007/s11661-004-0061-4","title":"Mechanism of resistance microwelding of crossed fine nickel wires","year":2004,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Welding; Materials science; Nickel; Metallurgy; Current (fluid); Cold welding; Process (computing); Mechanism (biology); Electrode; Mechanical engineering; Heat-affected zone; Gas metal arc welding; Electrical engineering; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.006200371242187966,"gpt":0.1929367716973656,"spread":0.1867364004551776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008143148,0.0000845552,0.0002860574,0.00005892065,0.00004230867,0.00001718204,0.00005153273,0.00005354664,0.000267202],"category_scores_gemma":[0.00000262407,0.0000753844,0.00007115205,0.0001631516,0.00003745117,0.00009520105,0.000002373218,0.00004570071,0.000002187171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009352343,"about_ca_system_score_gemma":0.000007415561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006984318,"about_ca_topic_score_gemma":0.00009136767,"domain_scores_codex":[0.9994202,0.000008477248,0.0002868902,0.00008929617,0.00007585336,0.0001192869],"domain_scores_gemma":[0.9998142,0.0000146442,0.00003425323,0.00007721699,0.00002386862,0.00003577934],"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":[0.00002727671,0.0000370473,3.150941e-7,0.0001806639,0.00008148692,0.000002641575,0.00005339361,0.00228003,0.9954113,0.001639926,0.000001338672,0.0002845425],"study_design_scores_gemma":[0.0004572897,0.00003719024,0.00009046006,0.00005787864,0.0000948403,0.000004648223,0.00001494445,0.0002980329,0.9975868,0.001002384,0.0002567055,0.000098768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221938,0.0003554845,0.1771616,0.00003238903,0.00004391487,0.00004488761,0.00002195869,0.00003345422,0.0001125292],"genre_scores_gemma":[0.998003,0.0005393309,0.001236998,0.000004923723,0.00001122525,0.000007959626,0.000003492156,0.000008831276,0.0001842379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759246,"threshold_uncertainty_score":0.3074087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141518427","doi":"10.1109/temc.2010.2045159","title":"DC Component From Pantograph Arcing in AC Traction System—Influencing Parameters, Impact, and Mitigation Techniques","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Electromagnetic Compatibility","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Pantograph; Catenary; Electric arc; Traction (geology); Electrical engineering; Voltage; EMI; Harmonics; Power factor; Waveform; Traction substation; Automotive engineering; Pre-charge; Engineering; Overhead line; Electromagnetic interference; Mechanical engineering; Physics; Voltage optimisation; Structural engineering; Transformer","retraction":null,"screen_n_in":null,"score":{"opus":0.01165458521247895,"gpt":0.2116845058117952,"spread":0.2000299205993162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020626,0.0002538463,0.0003639741,0.0003698188,0.000109755,0.00003621585,0.0001006266,0.0001144557,0.00004760743],"category_scores_gemma":[0.000002922503,0.0002488155,0.0001394056,0.0005651706,0.00004211565,0.0002720372,8.343508e-7,0.0004684402,0.000004739065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000360868,"about_ca_system_score_gemma":0.00001990666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377571,"about_ca_topic_score_gemma":0.001395097,"domain_scores_codex":[0.9985465,0.00009705347,0.0004746208,0.000338885,0.0001822167,0.0003606569],"domain_scores_gemma":[0.9993697,0.0001268194,0.00005990335,0.0002969204,0.00003810753,0.0001085405],"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":[0.0002813454,0.0005344196,0.02267935,0.0002528764,0.0002633932,0.00001208742,0.002072263,0.01008019,0.8205791,0.000008824132,0.000007296593,0.1432289],"study_design_scores_gemma":[0.0004617042,0.000823035,0.2378585,0.0001671668,0.0001604598,0.00001070697,0.0001715295,0.2967088,0.4629931,0.000231864,0.000001758872,0.0004114104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493495,0.0001774903,0.04954427,0.000006774614,0.00005795849,0.0003149907,0.00001401275,0.000379916,0.0001550941],"genre_scores_gemma":[0.998224,0.0001327642,0.00152349,0.00001190981,0.00001250794,0.00006368257,0.000008240929,0.00002175443,0.000001650216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.357586,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2248573465","doi":"10.1109/holm14424.2009","title":"2009 Proceedings of the 55th IEEE Holm Conference on Electrical Contacts","year":2009,"lang":"en","type":"paratext","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Electrical engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01264404779866148,"gpt":0.2263731227009683,"spread":0.2137290749023068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008055096,0.0003920405,0.0006593966,0.0002191681,0.00006162115,0.00006613481,0.0005396463,0.0003965605,0.0007844217],"category_scores_gemma":[0.00001635223,0.0002521543,0.0002786526,0.0008501525,0.00002492839,0.000109069,0.00001487639,0.0009640133,0.0008224577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117227,"about_ca_system_score_gemma":0.00007983966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002308052,"about_ca_topic_score_gemma":0.000008407906,"domain_scores_codex":[0.9984063,0.000007495668,0.0004208211,0.0002754747,0.0004159843,0.0004739482],"domain_scores_gemma":[0.99935,0.00003707091,0.0001244686,0.0002085495,0.0001820292,0.00009793865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003328585,0.00008566614,0.0000597684,0.0001564767,0.0002227528,0.000001165381,0.00003806822,0.0006962459,0.01638489,0.001547546,0.9727957,0.007978454],"study_design_scores_gemma":[0.002198149,0.002755108,0.003159,0.001789034,0.001012701,0.00002206961,0.00004694526,0.1813695,0.5523325,0.0005729059,0.2510026,0.003739395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03473283,0.0008324335,0.0001313363,0.0001897089,0.0004065591,0.0003550604,0.00002259381,0.0001322557,0.9631972],"genre_scores_gemma":[0.8829541,0.002018106,0.00001795529,0.0004182581,0.0002820214,0.00001407747,0.00001365701,0.00003735594,0.1142445],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8489528,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071084951","doi":"10.1063/1.1914954","title":"Electrical performance of contaminated rough surfaces in contact","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Materials science; Electrical contacts; Contact resistance; Electrical resistance and conductance; Composite material; Quantum tunnelling; Asperity (geotechnical engineering); Electrical resistivity and conductivity; Electrical conductor; Contact area; Metal; Thin film; Optoelectronics; Nanotechnology; Metallurgy; Electrical engineering; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.005681681519033474,"gpt":0.202037435430101,"spread":0.1963557539110675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001544564,0.0001227839,0.0004099415,0.0001139259,0.00001651539,0.00001031373,0.0001577059,0.00006007467,0.00001412337],"category_scores_gemma":[0.000003782544,0.000105736,0.0000963479,0.0005907476,0.00001166944,0.0002479377,0.000007501722,0.0003781601,0.000007812412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035444,"about_ca_system_score_gemma":0.00003324366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002778869,"about_ca_topic_score_gemma":0.000003620384,"domain_scores_codex":[0.9989923,0.000007125761,0.0005036752,0.00006079426,0.0002231517,0.0002130013],"domain_scores_gemma":[0.999571,0.00005678806,0.0001634313,0.00008481988,0.00007452454,0.00004940418],"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":[0.0002366592,0.000199283,0.008249036,0.00007524186,0.0001900968,0.000005269288,0.0003891877,0.7250884,0.1865099,0.0007419913,0.0002431614,0.07807183],"study_design_scores_gemma":[0.001187424,0.000277073,0.01254381,0.00005241343,0.0000655831,0.000004615998,0.00002429272,0.6712852,0.3133578,0.0001024969,0.0008964041,0.0002028466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966296,0.0002888913,0.0002286884,0.000008889723,0.00002577502,0.00004596392,8.229835e-7,0.00001373305,0.002757614],"genre_scores_gemma":[0.9989821,0.0005632938,0.0002430368,0.00003033741,0.0001522108,0.000001368044,0.000001400713,0.00001413969,0.0000120719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126848,"threshold_uncertainty_score":0.4311788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295045841","doi":"10.1016/j.tws.2022.110023","title":"Pull-out strength of post-installed connectors in thin UHPC members","year":2022,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Structural engineering; Forensic engineering; Engineering; Composite material; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.00629086548373449,"gpt":0.2116955024516162,"spread":0.2054046369678817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002203299,0.0002542837,0.0004922662,0.000382039,0.0001256939,0.00002353861,0.0004079764,0.00008608343,0.001887831],"category_scores_gemma":[0.00005854901,0.0002347671,0.0001772974,0.0005496152,0.00002984077,0.0001379739,0.0000773002,0.000641635,0.00000385056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612784,"about_ca_system_score_gemma":0.00005238494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003615468,"about_ca_topic_score_gemma":0.000867744,"domain_scores_codex":[0.9983569,0.00008322727,0.0004811165,0.0002366497,0.0004452919,0.0003968526],"domain_scores_gemma":[0.9993542,0.0001182805,0.00009076299,0.0003163057,0.00003785424,0.00008260026],"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":[0.0005468255,0.0001770199,0.007217387,0.0003815207,0.001187343,0.0001129727,0.01853351,0.7945456,0.1586696,0.007927704,0.002548403,0.008152153],"study_design_scores_gemma":[0.01689373,0.002396916,0.07428172,0.000185038,0.0008089079,0.00008203561,0.02003704,0.641098,0.1887034,0.01903162,0.03055663,0.005924914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935783,0.0008582405,0.00002333926,0.00008364403,0.0002344656,0.0001640075,0.00004408452,0.0001719789,0.004841965],"genre_scores_gemma":[0.9992923,0.00009632847,0.0001266754,0.0001204926,0.00004756414,0.00002106086,0.0000574715,0.00003715849,0.0002009758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534476,"threshold_uncertainty_score":0.9990246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163647898","doi":"10.1109/tmag.2007.915087","title":"Arc Models for Simulation of Brush Motor Commutations","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Brush; Waveform; Voltage; Finite element method; DC motor; Computer science; Electric motor; Electrical engineering; Materials science; Control theory (sociology); Physics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02648851583347876,"gpt":0.2383595035151597,"spread":0.2118709876816809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002197278,0.00008123447,0.0001215328,0.0001088849,0.0001005303,0.000004667447,0.00006097663,0.00005203822,0.0000358511],"category_scores_gemma":[0.000001660018,0.00008701903,0.0001060468,0.0002193136,0.00002135313,0.0001193281,1.516961e-7,0.00009597319,0.000006360386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280622,"about_ca_system_score_gemma":0.0000115938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008907306,"about_ca_topic_score_gemma":0.00001373766,"domain_scores_codex":[0.9995207,0.000006443453,0.0001897835,0.00006664635,0.00009807723,0.0001183754],"domain_scores_gemma":[0.9996247,0.0001263464,0.00001865647,0.0001287714,0.00007124931,0.00003022397],"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":[0.00001267291,0.00004525438,0.000003293982,0.00002293857,0.00002559782,2.06552e-7,0.0001924937,0.9891694,0.003219206,0.00002349997,0.00003050445,0.007254973],"study_design_scores_gemma":[0.0002605891,0.0001817055,0.00003894428,0.000006710144,0.00005915588,7.198774e-7,0.00001212258,0.9785151,0.02030985,0.0002994506,0.0002267034,0.00008889444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08854283,0.00006411274,0.9106526,0.00002053143,0.0000571755,0.0001278709,0.0000453701,0.00007661393,0.0004128749],"genre_scores_gemma":[0.9955275,0.0002982806,0.003760303,0.00002775387,0.00001682099,0.00002969199,0.000005416983,0.00001691452,0.0003173112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9069847,"threshold_uncertainty_score":0.3548533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2538218795","doi":"10.1109/milcom.1990.117409","title":"Multipactor breakdown and passive intermodulation in microwave equipment for stellite applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"COM DEV International","funders":"","keywords":"Intermodulation; Microwave; Satellite; Electrical engineering; Computer science; Power (physics); Electronic circuit; Communications satellite; Electronic engineering; Telecommunications; Engineering; Aerospace engineering; Physics; Bandwidth (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.01078213305944076,"gpt":0.206973075836086,"spread":0.1961909427766452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000171211,0.0000608146,0.00008073705,0.00008261947,0.00001946877,0.00001752196,0.00002961235,0.00003081145,0.00003829876],"category_scores_gemma":[0.000002589324,0.00005456316,0.00002546269,0.0001241958,0.000004916556,0.00008989466,0.000005681147,0.00004187204,0.00001074419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004272207,"about_ca_system_score_gemma":8.160748e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006714709,"about_ca_topic_score_gemma":0.00005370901,"domain_scores_codex":[0.9996462,0.000002324855,0.0001212317,0.00008373168,0.0000313704,0.0001151017],"domain_scores_gemma":[0.9998578,0.00003347212,0.00001087447,0.00005900031,0.00001424755,0.00002455016],"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":[0.000005581419,0.00005492849,0.003401759,0.00008960003,0.00005705422,5.042853e-7,0.0004466596,0.001706489,0.09905314,0.0006473991,0.000508075,0.8940288],"study_design_scores_gemma":[0.0003812344,0.00002907666,0.002647027,0.00001164583,0.0000155318,7.309683e-7,0.0000296656,0.9694995,0.02070677,0.0001426371,0.006395623,0.0001405921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5263741,0.0008922074,0.4660728,0.0003531913,0.00003192487,0.0008455425,0.00001162363,0.0001699397,0.005248677],"genre_scores_gemma":[0.9983324,0.0002217333,0.0009659972,0.00004863788,0.00002583514,0.0001121171,0.00001038868,0.00000710495,0.0002757643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.967793,"threshold_uncertainty_score":0.2225021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022114355","doi":"10.1007/s11661-005-0268-z","title":"Interfacial phenomena and joint strength in resistance microwelding of crossed Au-plated Ni wires","year":2005,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Canada Research Chairs","keywords":"Welding; Materials science; Metallurgy; Brazing; Recrystallization (geology); Composite material; Fusion welding; Heat-affected zone; Cold welding; Optical microscope; Joint (building); Plating (geology); Scanning electron microscope; Flash welding; Electric resistance welding; Gas metal arc welding; Alloy; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007562488312798043,"gpt":0.1954642153929836,"spread":0.1879017270801855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001133558,0.0001050305,0.0003014173,0.000100108,0.0000518533,0.00004606571,0.0000318409,0.00005674904,0.0002843584],"category_scores_gemma":[0.000002904187,0.00009547823,0.00003346489,0.0001515851,0.00004403253,0.0001617841,0.000003690634,0.00007795806,0.00000216771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652073,"about_ca_system_score_gemma":0.000006544055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366078,"about_ca_topic_score_gemma":0.0008639811,"domain_scores_codex":[0.9993026,0.00001730572,0.0003304396,0.0001234793,0.00005719036,0.0001689451],"domain_scores_gemma":[0.9998438,0.0000152787,0.00002656518,0.00005517821,0.00001150228,0.00004767643],"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":[0.0001186022,0.0000941261,0.00002297843,0.000235343,0.000129862,0.000006536419,0.0005825599,0.002532239,0.9861827,0.000111822,0.000007099423,0.009976065],"study_design_scores_gemma":[0.002699135,0.0001374529,0.009669969,0.0002826578,0.0002402902,0.0000219977,0.000190754,0.02270116,0.9541261,0.0001368285,0.009103873,0.0006897419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926479,0.0004467193,0.00649449,0.00006133335,0.0000402139,0.00005791986,0.00001670672,0.00003698211,0.0001977558],"genre_scores_gemma":[0.9986996,0.0006813501,0.000346247,0.000009860365,0.00003286624,0.0000096912,0.000003758173,0.000008753978,0.0002078503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03205663,"threshold_uncertainty_score":0.3893489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140102861","doi":"10.1109/aps.2001.959541","title":"Antenna PIM measurements and associated test facilities","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Intermodulation; Communications satellite; Computer science; Telecommunications; Antenna (radio); Directional antenna; Wireless; Communications system; Satellite; Electronic engineering; Electrical engineering; Engineering; Aerospace engineering; Bandwidth (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.02946000526942112,"gpt":0.1892987293048593,"spread":0.1598387240354382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004236155,0.00006542848,0.00009136087,0.0000439967,0.00003805498,0.00002435997,0.00003358525,0.00002948731,0.0004347348],"category_scores_gemma":[0.00004115401,0.00005499426,0.00002315588,0.0001436689,0.000007127483,0.0001048975,0.000005065667,0.00005801447,0.00007390877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002496214,"about_ca_system_score_gemma":7.157117e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909584,"about_ca_topic_score_gemma":0.00004498345,"domain_scores_codex":[0.9996099,0.000003427104,0.00008539058,0.00005863661,0.00009611055,0.0001464815],"domain_scores_gemma":[0.9998615,0.00002314155,0.000005931393,0.0000518262,0.0000209662,0.00003668241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002979539,0.0002398652,0.7903692,0.0001544113,0.0007244924,0.00001101344,0.001168593,0.0003750059,0.1179434,0.00006077764,0.02484074,0.06410947],"study_design_scores_gemma":[0.0007283611,0.0001486925,0.04569044,0.00003411723,0.00007711232,0.000002421169,0.0001590429,0.9383805,0.007799105,0.00007133937,0.006374022,0.0005348498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350222,0.001452507,0.0003472429,0.00009736921,0.00003076272,0.00004700651,0.000006494377,0.0003844216,0.06261194],"genre_scores_gemma":[0.9929116,0.0003146893,0.00001597038,0.00004986251,0.00001087668,0.000002248306,0.000001635762,0.000005309133,0.00668782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9380055,"threshold_uncertainty_score":0.4760041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011879541","doi":"10.1016/j.mechatronics.2010.03.003","title":"Compensating combustion forces for automotive electromagnetic valves","year":2010,"lang":"en","type":"article","venue":"Mechatronics","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Camshaft; Controller (irrigation); Control theory (sociology); Trajectory; Automotive industry; Actuator; Control engineering; Valve timing; Feedback linearization; Feed forward; Linearization; Work (physics); Engineering; Computer science; Automotive engineering; Internal combustion engine; Nonlinear system; Mechanical engineering; Control (management); Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.004535068261071338,"gpt":0.2093953403524297,"spread":0.2048602720913584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001207031,0.0001132738,0.0001488701,0.00007145543,0.0001060039,0.00003659822,0.0001122526,0.00007619945,0.0000421861],"category_scores_gemma":[0.00004709024,0.0001090859,0.0001006148,0.0001619452,0.000009905893,0.0001189951,0.000008921147,0.0002540526,0.00001669099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003595331,"about_ca_system_score_gemma":0.0000200077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005883614,"about_ca_topic_score_gemma":0.00008289111,"domain_scores_codex":[0.9993305,0.000005709675,0.000149102,0.0001127192,0.00008995807,0.0003120346],"domain_scores_gemma":[0.9996558,0.00009150543,0.00002709686,0.0001231635,0.00005867478,0.00004378749],"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":[0.00001600622,0.0000454189,0.000496924,0.0001626558,0.0001853972,8.124794e-7,0.0003069821,0.01472522,0.8934107,0.04287705,0.000775668,0.04699712],"study_design_scores_gemma":[0.0003592705,0.0002328724,0.000320868,0.00000990554,0.00008042505,0.000001891294,0.00004140606,0.899923,0.09261963,0.003503144,0.002677071,0.000230565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741162,0.000253154,0.02422298,0.00009125955,0.0001943601,0.0001621036,0.000004667042,0.000303916,0.0006513601],"genre_scores_gemma":[0.9943727,0.00004176886,0.00524382,0.00004221527,0.0001151619,0.00003044951,0.00002641306,0.00002300446,0.00010445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8851978,"threshold_uncertainty_score":0.4448395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1560205712","doi":"10.1109/holm.2004.1353112","title":"Tunnel conduction consequences in high frequency microcontacts; passive intermodulation effect","year":2004,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"COM DEV International","funders":"","keywords":"Intermodulation; Thermal conduction; Materials science; Electrical engineering; Optoelectronics; Engineering; Composite material; Amplifier","retraction":null,"screen_n_in":null,"score":{"opus":0.00460673806238633,"gpt":0.2006399685850982,"spread":0.1960332305227119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006351228,0.000124387,0.0001825754,0.000183046,0.0000307779,0.00002767406,0.00006942573,0.00007517236,0.000084372],"category_scores_gemma":[0.00001538124,0.0001044448,0.00005163743,0.0003429093,0.00002160277,0.0003631099,0.000005239709,0.0001573729,0.00006381324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228492,"about_ca_system_score_gemma":0.00001673322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009144528,"about_ca_topic_score_gemma":0.0006239165,"domain_scores_codex":[0.9993701,0.00001576896,0.0002075781,0.0001329311,0.00007925133,0.000194395],"domain_scores_gemma":[0.9997944,0.00002941654,0.00002366298,0.00009074881,0.00002316176,0.00003857803],"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":[0.00001220521,0.00002348187,0.01217337,0.00005645323,0.00006759384,0.00002678263,0.0001673524,0.02005742,0.9528813,0.0030585,0.00002760223,0.01144795],"study_design_scores_gemma":[0.002379408,0.0003737856,0.08194999,0.0001650664,0.00006780483,0.00002359593,0.0001034166,0.006756427,0.8994431,0.008057718,0.00005122798,0.0006284539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955145,0.0001114684,0.002543144,0.000142229,0.0001083234,0.0001186566,0.000001033096,0.0001469508,0.001313769],"genre_scores_gemma":[0.9995348,0.00006711443,0.0002103848,0.00005781322,0.00004784934,0.00002448527,0.00001689432,0.00001024073,0.00003042068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06977662,"threshold_uncertainty_score":0.4259137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1519999946","doi":"10.1109/vetec.1994.345078","title":"The effect of data modulation format on intermodulation power in nonlinear amplifiers","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intermodulation; Amplifier; Modulation (music); Electronic engineering; Nonlinear system; Computer science; Power (physics); Function (biology); Probability density function; Nonlinear distortion; Linear amplifier; RF power amplifier; Mathematics; Telecommunications; Physics; Engineering; Bandwidth (computing); Acoustics; Statistics","retraction":null,"screen_n_in":null,"score":{"opus":0.01459313618529419,"gpt":0.2380840405731619,"spread":0.2234909043878677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001402316,0.0000590733,0.00008597432,0.00007311702,0.00002361956,0.0000125136,0.0001405629,0.00002887135,0.00003877067],"category_scores_gemma":[0.00001973643,0.00003619749,0.00002439426,0.000209284,0.000005990514,0.0002632717,0.00001559625,0.00008034512,0.00002445539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002568188,"about_ca_system_score_gemma":5.394115e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008295376,"about_ca_topic_score_gemma":0.00003398321,"domain_scores_codex":[0.9995779,0.00001258625,0.0001549335,0.00006537315,0.0000888279,0.000100422],"domain_scores_gemma":[0.9996092,0.00008879526,0.00001670973,0.000264922,0.000006986394,0.00001333114],"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":[0.00009907155,0.00004235542,0.0417738,0.00007602332,0.0001328947,0.000001605215,0.0002976516,0.2109838,0.005801849,0.0006967385,0.002622756,0.7374715],"study_design_scores_gemma":[0.0001650027,0.000081454,0.004309641,0.000009621773,0.000004957717,1.469111e-7,0.000003795172,0.9926757,0.002073773,0.000009409796,0.0006228007,0.0000436521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897904,0.00007322976,0.005324579,0.00003716413,0.00003207922,0.00008147954,0.000002263559,0.00004044367,0.004618396],"genre_scores_gemma":[0.9997669,0.00008839439,0.00003943944,0.00001072281,0.00001299039,0.000002200683,0.00002027009,0.000005704092,0.00005332331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.781692,"threshold_uncertainty_score":0.1476091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402328426","doi":"10.1016/j.ceramint.2024.09.069","title":"Preparation and arc erosion mechanism of Ni skeleton reinforced Ag-based contact materials with CuO-coated SnO2","year":2024,"lang":"en","type":"article","venue":"Ceramics International","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Science Foundation of Shaanxi Province; National Natural Science Foundation of China","keywords":"Materials science; Mechanism (biology); Arc (geometry); Erosion; Skeleton (computer programming); Composite material; Metallurgy; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.005893135072571627,"gpt":0.2332108882267534,"spread":0.2273177531541818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008457018,0.0001024794,0.0001299481,0.0001602602,0.00002243092,0.00008421107,0.00007599168,0.00005874936,0.0001164985],"category_scores_gemma":[0.000008635748,0.0000868479,0.00002951809,0.0001287732,0.00001034002,0.0001961817,0.00001066586,0.00008345701,0.000007548625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008001221,"about_ca_system_score_gemma":0.00002414143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003515602,"about_ca_topic_score_gemma":0.00001618079,"domain_scores_codex":[0.9993852,0.000007699341,0.0002117992,0.0001215018,0.0001760814,0.00009765453],"domain_scores_gemma":[0.9997624,0.00003064007,0.00003395102,0.00007646718,0.0000698406,0.00002669698],"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":[0.0001038773,0.0000092346,0.0001634001,0.0001327374,0.0001686547,0.000005778289,0.0001388271,0.008381703,0.9661986,0.02346295,0.000108201,0.001125996],"study_design_scores_gemma":[0.0002173519,0.00009412301,0.0002010726,0.0001048114,0.00002576689,0.000002793049,0.000005553126,0.5738601,0.4250514,0.0001731719,0.0001760864,0.00008773529],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974594,0.00005219516,0.02391446,0.0000658205,0.00024391,0.00008956363,0.00002700962,0.0001178477,0.0008951893],"genre_scores_gemma":[0.9991022,0.0001070034,0.0001888583,0.00003695306,0.00006417141,0.00001109126,0.0002045702,0.00001651644,0.0002686819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5654784,"threshold_uncertainty_score":0.3541554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379389617","doi":"10.1007/s11665-023-08300-x","title":"Arc Erosion Behaviors and Surface Characteristics of SnO2 Nanofiber/Particle Reinforced Ag-Based Composite","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Composite material; Nanofiber; Electric arc; Wetting; Composite number; Contact angle; Contact resistance; Particle (ecology); Surface roughness; Electrical contacts; Electrode","retraction":null,"screen_n_in":null,"score":{"opus":0.006576106092624098,"gpt":0.1954010137133081,"spread":0.188824907620684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002875359,0.0001282051,0.0003351309,0.0001161306,0.00003950821,0.00003745186,0.00006938053,0.00005660584,0.00001048414],"category_scores_gemma":[0.000009169198,0.0001120307,0.00003769834,0.0002049051,0.00001601251,0.0001992354,0.00001634787,0.00009953095,0.000003307393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001641223,"about_ca_system_score_gemma":0.000009359793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000325975,"about_ca_topic_score_gemma":1.214747e-7,"domain_scores_codex":[0.9991457,0.000008268199,0.0004506079,0.00006055035,0.0001437859,0.0001911144],"domain_scores_gemma":[0.9996342,0.00003965655,0.0001108299,0.00008001902,0.00005488118,0.00008038168],"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":[0.00004002519,0.000004029904,0.004206463,0.0003440336,0.00001790028,0.0000041703,0.00007223294,0.07545291,0.9192348,0.000003886112,0.00001324691,0.000606299],"study_design_scores_gemma":[0.0002891464,0.0001558631,0.03852819,0.0002010218,0.00004167968,0.00001273007,0.000004842935,0.2484948,0.7121163,2.478031e-7,0.00004379522,0.0001113548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992692,0.0001783465,0.0002545144,0.00001664867,0.0001821768,0.00003404796,0.00000951522,0.00005282832,0.000002703071],"genre_scores_gemma":[0.9982259,0.001364076,0.0002919209,0.000006997605,0.00005942195,0.000001061542,0.000006092488,0.00001876957,0.00002572797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2071185,"threshold_uncertainty_score":0.4568478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254397149","doi":"10.18280/rcma.303-404","title":"Composites Prepared via Friction Stir Processing Technique: A Review","year":2020,"lang":"fr","type":"review","venue":"Revue des composites et des matériaux avancés","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Friction stir processing; Composite material; Materials science; Microstructure","retraction":null,"screen_n_in":null,"score":{"opus":0.05065772273264423,"gpt":0.3047940159054285,"spread":0.2541362931727842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007440355,0.001716248,0.004540931,0.0005480449,0.0006626883,0.0004670496,0.001082225,0.0006809151,0.0004042604],"category_scores_gemma":[0.0002102136,0.001554991,0.001566943,0.003260547,0.0002439957,0.001067946,0.0003041501,0.001913621,0.00116108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536875,"about_ca_system_score_gemma":0.0002767721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006945685,"about_ca_topic_score_gemma":0.0000324317,"domain_scores_codex":[0.9937946,0.0006370298,0.002414322,0.001302448,0.0005656538,0.001285966],"domain_scores_gemma":[0.9964628,0.0004977931,0.000966733,0.0009451034,0.000539249,0.0005883774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002157676,0.000170469,0.00009508381,0.3292684,0.0007488501,0.0001666351,0.0002528302,0.003074606,0.003628153,0.0001211474,0.0007904855,0.6616618],"study_design_scores_gemma":[0.0002563296,0.0003975205,0.00003043756,0.2189635,0.005166898,0.00112173,0.000006743864,0.1365132,0.000790759,0.0003164788,0.6346405,0.001795806],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001741406,0.6944052,0.3003419,0.000269255,0.0001604688,0.002012226,0.0000682602,0.0007523295,0.001972945],"genre_scores_gemma":[0.0005022191,0.8826094,0.1135988,0.0002662849,0.0005748102,0.000823578,0.0007601561,0.0003332013,0.0005316136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.659866,"threshold_uncertainty_score":0.9996166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124854441","doi":"10.1109/acc.2006.1657340","title":"A magnetic flux-based position sensor for control of an electromechanical VVT actuator","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Actuator; Armature (electrical engineering); Solenoid; Magnetic flux; Automotive industry; Control theory (sociology); Solenoid valve; Automotive engineering; Control engineering; Engineering; Mechanical engineering; Computer science; Magnet; Control (management); Electrical engineering; Magnetic field; Physics; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00263685523920622,"gpt":0.1871043857765771,"spread":0.1844675305373708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000607123,0.00009510768,0.0001839853,0.00009208549,0.00002514196,0.00001289626,0.00005954597,0.00006349369,0.0001385607],"category_scores_gemma":[0.000006277919,0.00008379846,0.0001047342,0.0001685534,0.000005677681,0.00007866074,0.000001221858,0.00005710642,0.000008155585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003351632,"about_ca_system_score_gemma":0.00001281542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002084919,"about_ca_topic_score_gemma":0.00002390762,"domain_scores_codex":[0.9993899,0.000009781821,0.0001932053,0.0000992967,0.00009277283,0.0002150484],"domain_scores_gemma":[0.9997249,0.00005534366,0.00001876779,0.0001104801,0.00004777169,0.00004269472],"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":[0.00006650527,0.00007707867,0.00004909218,0.00004197217,0.0000255036,0.000001181398,0.000001952627,0.003550244,0.9894343,0.001057463,0.0001801552,0.005514536],"study_design_scores_gemma":[0.0008074665,0.0005579753,0.0002549888,0.000003819404,0.00006996981,9.462346e-7,0.000001636455,0.7208211,0.2769683,0.0002284067,0.0001856282,0.00009974834],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6928061,0.00009043547,0.3059691,0.00008128495,0.00001605184,0.0001939414,0.00001379086,0.0001610393,0.0006682809],"genre_scores_gemma":[0.9967588,0.000001955977,0.002809094,0.0001143165,0.00007343669,0.00002865064,0.00005173305,0.0000162885,0.0001457023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7172709,"threshold_uncertainty_score":0.3417202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137283081","doi":"10.1109/holm.2002.1040845","title":"Scattering parameter model of low level electrical contacts in electro-mechanical microwave switches-a switch manufacturer approach","year":2003,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"COM DEV International","funders":"","keywords":"Microwave; Microelectromechanical systems; Electrical contacts; Contact resistance; Scattering parameters; Coaxial cable; Materials science; Radio frequency; Coaxial; Transmission line; Scattering; Acoustics; Electronic engineering; Electrical engineering; Optoelectronics; Engineering; Optics; Physics; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.02231445095688719,"gpt":0.2130533348351478,"spread":0.1907388838782606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002400099,0.0003191863,0.0005767337,0.0003262832,0.00003061405,0.00003159782,0.0002227422,0.0002372154,0.00004595951],"category_scores_gemma":[0.00004443152,0.0002795588,0.0002009698,0.0006493011,0.00001514698,0.0002008678,0.00001924912,0.0005765923,0.00001800311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726864,"about_ca_system_score_gemma":0.00004970832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982767,"about_ca_topic_score_gemma":0.0000202129,"domain_scores_codex":[0.9980757,0.00003043704,0.0005546188,0.0003455571,0.0002572403,0.0007364243],"domain_scores_gemma":[0.9993961,0.00007922588,0.00004910971,0.0003035912,0.00004027913,0.0001316745],"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":[0.00004015158,0.0002069075,0.001205625,0.0001153798,0.0001464338,0.00000421659,0.00008085561,0.0451222,0.9459536,0.001943561,0.0001882718,0.00499279],"study_design_scores_gemma":[0.000390608,0.00004452094,0.0001627297,0.00001141532,0.00002402127,0.000006460681,0.000007488658,0.465587,0.5325691,0.0009276223,0.00001989837,0.0002492002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7748613,0.0001469794,0.2190657,0.00001993118,0.00002058207,0.0001693041,0.000001868682,0.00009033705,0.005624],"genre_scores_gemma":[0.9924372,0.00008547692,0.006940806,0.0001994814,0.00001891647,0.00001881367,0.000008648582,0.00004645975,0.0002441434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4204648,"threshold_uncertainty_score":0.9999657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800265124","doi":"10.1155/2018/1329265","title":"Cluster Analysis Based Arc Detection in Pantograph-Catenary System","year":2018,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Pantograph; Catenary; Computer science; Frame (networking); Arc (geometry); Segmentation; Interference (communication); Electric arc; Cluster (spacecraft); Simulation; Real-time computing; Artificial intelligence; Engineering; Engineering drawing; Telecommunications; Mechanical engineering; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.004150278746274213,"gpt":0.2068636012440281,"spread":0.2027133224977538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001630911,0.00009252055,0.0002500136,0.0008918849,0.0000304197,0.00001036019,0.00006415205,0.00005100573,0.00001118542],"category_scores_gemma":[0.00000381903,0.00008103324,0.0002104602,0.001730995,0.00001154208,0.0003774331,3.004665e-7,0.0001535791,0.000002475299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008141696,"about_ca_system_score_gemma":0.00001085092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009745784,"about_ca_topic_score_gemma":0.0007421751,"domain_scores_codex":[0.9990965,0.00001644431,0.0004921179,0.00007484694,0.0001799578,0.000140098],"domain_scores_gemma":[0.9995769,0.00002559799,0.0001341747,0.00007331059,0.0001409892,0.00004905059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002232326,0.00003275929,0.02809418,0.0001052468,0.0003726964,0.00002368168,0.0003886489,0.9079623,0.04056281,0.000007270871,0.000004453097,0.02222277],"study_design_scores_gemma":[0.00146104,0.0003926498,0.6357399,0.0001408749,0.001069827,0.000004162901,0.0003861808,0.3159108,0.04443689,0.00003503826,0.0001845062,0.0002381322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808668,0.0001207956,0.1187582,0.00001960346,0.0001108757,0.00003995899,0.00000167037,0.00003121105,0.0000508748],"genre_scores_gemma":[0.9984999,0.0000681821,0.001294114,0.00002379086,0.00008875355,0.00000302437,0.000009262761,0.00001041427,0.000002513547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6076457,"threshold_uncertainty_score":0.330444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241242587","doi":"10.1002/9781118061992.ch167","title":"FEM Analysis of the Anode Connection in Aluminium Reduction Cells","year":2011,"lang":"en","type":"other","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","funders":"","keywords":"Reduction (mathematics); Aluminium; Finite element method; Connection (principal bundle); Anode; Materials science; Metallurgy; Structural engineering; Engineering; Electrode; Chemistry; Geometry; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.007220743267723023,"gpt":0.1868799295632307,"spread":0.1796591862955076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005410129,0.0001168017,0.0003041468,0.0007515552,0.00000880253,0.000004569725,0.0001106342,0.0001668025,0.002650217],"category_scores_gemma":[0.000002057047,0.00008304892,0.0001933626,0.001717643,0.00001246668,0.00002780859,0.000009212756,0.0001431173,0.00002490442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000410476,"about_ca_system_score_gemma":0.000007264114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112365,"about_ca_topic_score_gemma":0.002164853,"domain_scores_codex":[0.9994775,0.00001539069,0.0001860085,0.0001140622,0.00009166733,0.0001153599],"domain_scores_gemma":[0.9996679,0.000005889628,0.00006336221,0.0002356821,0.00001136622,0.00001583977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003759934,0.0003519341,0.01430549,0.0007542299,0.01875928,0.000003909379,0.0009565837,0.06846745,0.09886011,0.001137605,0.7725205,0.0238453],"study_design_scores_gemma":[0.0009321381,0.0001386416,0.01399641,0.0004136423,0.01358053,0.000002463357,0.0004683917,0.346099,0.3974328,0.00008466988,0.2248638,0.001987391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01139674,0.0004325925,0.0008927506,0.00001042997,0.0003679662,0.0001288171,0.000008829836,0.0001733669,0.9865885],"genre_scores_gemma":[0.735781,0.0006451929,0.00004315093,0.00001014192,0.00007641801,0.000007167381,0.00001634588,0.00008902124,0.2633316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7243842,"threshold_uncertainty_score":0.9982615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083762532","doi":"10.1063/1.2817403","title":"Forces, charges, and light emission during the rupture of adhesive contacts","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Contact electrification; Adhesive; Composite material; Materials science; Triboelectric effect; Charge (physics); Electric charge; Contact force; GLUE; Light emission; Mechanics; Classical mechanics; Physics; Optoelectronics","retraction":null,"screen_n_in":null,"score":{"opus":0.003856968264743412,"gpt":0.193773908803963,"spread":0.1899169405392196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001402661,0.0000890933,0.0002085667,0.00004352485,0.00004955693,0.00001174959,0.00009670555,0.00004603722,0.000004467416],"category_scores_gemma":[0.000003448446,0.00005567446,0.0000736599,0.0001900665,0.00001107403,0.0000951708,0.00001106367,0.0002622822,8.05699e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000270658,"about_ca_system_score_gemma":0.000009908571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.14503e-7,"about_ca_topic_score_gemma":8.649115e-7,"domain_scores_codex":[0.9993869,0.000002619376,0.0002573343,0.00004303543,0.0001687673,0.0001413342],"domain_scores_gemma":[0.9996117,0.00004486438,0.0001530627,0.00007513044,0.00005415056,0.00006111026],"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":[0.0001018089,0.00002621182,0.0008283164,0.0001200261,0.000177232,0.000007588047,0.0008376989,0.002540104,0.9847368,0.0006066162,0.0002612164,0.009756402],"study_design_scores_gemma":[0.0004785972,0.00005825592,0.005063702,0.00006408943,0.00009106639,0.00001007755,0.0001968906,0.001956193,0.9891872,0.0004985561,0.002281841,0.0001135606],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964156,0.0007336825,0.0005128381,0.00001902125,0.00003366165,0.00004147301,7.606497e-7,0.000008244158,0.002234782],"genre_scores_gemma":[0.9991717,0.0004012297,0.00004890644,0.00003252551,0.000306006,4.198697e-7,5.509683e-7,0.00001052442,0.00002811025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009642841,"threshold_uncertainty_score":0.2270339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252210943","doi":"10.1109/holm.2001.953206","title":"Constriction resistance at high signal frequencies","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Constriction; RADIUS; SIGNAL (programming language); Materials science; Ranging; Contact resistance; Composite material; Layer (electronics); Engineering; Telecommunications; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.007953899201140773,"gpt":0.1580303335740258,"spread":0.150076434372885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002000358,0.00006448109,0.00008102343,0.00005590618,0.00006109997,0.00001425768,0.00004627737,0.00003460737,0.003018633],"category_scores_gemma":[0.000002895325,0.0000560708,0.0000366696,0.0002647944,0.00001098322,0.0001136065,0.000004701548,0.00006338044,0.0003978513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008579363,"about_ca_system_score_gemma":0.000001143111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000119868,"about_ca_topic_score_gemma":0.00007732726,"domain_scores_codex":[0.9995936,0.00000380749,0.00009970972,0.00006915344,0.00009035365,0.000143413],"domain_scores_gemma":[0.9998451,0.00001988387,0.000008672224,0.00007567515,0.00001626338,0.00003443644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002640382,0.0001206899,0.02573276,0.0002235162,0.0005657405,0.00007484748,0.0004581457,0.01721518,0.3923104,0.02419947,0.4707973,0.06827554],"study_design_scores_gemma":[0.001131716,0.0001425429,0.006749905,0.00005335174,0.0001701507,0.00001473012,0.00007781525,0.3816952,0.4224141,0.001064286,0.1851774,0.001308837],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7519826,0.002426073,0.005970566,0.0002395144,0.00008863085,0.0000563656,0.000003655395,0.0006665873,0.238566],"genre_scores_gemma":[0.985638,0.0004646546,0.0001920641,0.00006393049,0.00004764781,0.000003932548,0.000002430427,0.00000626118,0.01358113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.36448,"threshold_uncertainty_score":0.9978927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803478480","doi":"10.1136/bjsports-2018-099493","title":"Prevention, diagnosis and management of paediatric ACL injuries","year":2018,"lang":"en","type":"article","venue":"British Journal of Sports Medicine","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.005937523695299133,"gpt":0.2273374079235458,"spread":0.2213998842282467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881096,0.00006266899,0.0002487822,0.0001559572,0.00003050495,0.000007047949,0.0000676556,0.0000269034,0.0002041703],"category_scores_gemma":[0.0000139463,0.00005829812,0.00004697092,0.0003174791,0.00006419833,0.0001195284,0.00001152183,0.00009268273,6.333279e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001259128,"about_ca_system_score_gemma":0.000006021892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008667437,"about_ca_topic_score_gemma":0.000003281304,"domain_scores_codex":[0.9991602,0.000005300646,0.0004308089,0.00005141482,0.0002469167,0.0001053904],"domain_scores_gemma":[0.9996111,0.0000129619,0.000133492,0.00005103071,0.0001225231,0.00006886438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000009494845,0.00002525579,0.0337842,0.0002130068,0.0001571492,0.0001614804,0.00007789381,0.00001175891,0.00003321469,0.00003173304,0.008167782,0.957327],"study_design_scores_gemma":[0.00144649,0.0006411172,0.9765467,0.006149326,0.000881471,0.0004095148,0.0002812129,0.000214026,0.001721446,0.001172383,0.01032448,0.0002118436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579259,0.04031986,0.00042888,0.0001121917,0.0001558785,0.0000479202,8.955469e-7,0.0000122248,0.0009963055],"genre_scores_gemma":[0.8471017,0.1522063,0.0002271807,0.00002507461,0.00033683,0.000001300536,0.000001054638,0.000006903516,0.00009358246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9571152,"threshold_uncertainty_score":0.2377329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407512203","doi":"10.1016/j.wear.2025.205900","title":"Arc erosion mechanism and surface characteristics of TiN particles reinforced Ag based electrical contact materials","year":2025,"lang":"en","type":"article","venue":"Wear","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Xi'an Municipal Bureau of Science and Technology; Natural Science Foundation of Shaanxi Province; University of Windsor","keywords":"Materials science; Tin; Erosion; Mechanism (biology); Metallurgy; Electrical contacts; Electric arc; Composite material; Electrode","retraction":null,"screen_n_in":null,"score":{"opus":0.005320583775097796,"gpt":0.2013838712941974,"spread":0.1960632875190996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251927,0.00009798221,0.0002514818,0.00006926205,0.0000349174,0.0000266436,0.00006357518,0.00006727476,0.00005176616],"category_scores_gemma":[0.0000340731,0.00008872499,0.00003588904,0.0002312085,0.000008930621,0.00005864325,0.00001376978,0.00007881539,0.000009542525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002398486,"about_ca_system_score_gemma":0.00001696557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002764687,"about_ca_topic_score_gemma":0.000001928583,"domain_scores_codex":[0.9993629,0.00001964607,0.0002499548,0.00009478237,0.00008975064,0.0001829895],"domain_scores_gemma":[0.9997181,0.00006117645,0.00003540685,0.0001176648,0.00002685561,0.00004078366],"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":[0.00002873302,0.000006343211,0.001054782,0.00006542545,0.00002418884,0.000001258993,0.00001752803,0.00009741203,0.9959239,0.002003626,0.0000428136,0.0007339766],"study_design_scores_gemma":[0.0002658516,0.00006411853,0.004238675,0.00004815111,0.00004208916,2.421833e-7,0.000004319202,0.1079173,0.8871337,0.0001069826,0.0000913964,0.00008721308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966461,0.00005926358,0.002973748,0.00004864896,0.00004229906,0.00007164821,0.000007798481,0.0000697484,0.00008073931],"genre_scores_gemma":[0.9993884,0.0001528882,0.0002279911,0.00007218925,0.00001516772,0.000003290634,0.00001074394,0.000009331263,0.0001200195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087903,"threshold_uncertainty_score":0.36181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024043162","doi":"10.1016/j.addma.2020.101280","title":"Applying additive manufacturing to integrate coaxial connectors with 3D printed waveguides for cascaded RF link applications","year":2020,"lang":"en","type":"article","venue":"Additive manufacturing","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"CMC Microsystems","keywords":"Coaxial; Materials science; Passband; Cable gland; Insertion loss; Dielectric; Waveguide; Radio frequency; Center frequency; Optoelectronics; SMA*; Electronic engineering; Band-pass filter; Acoustics; Electrical engineering; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01362297901444085,"gpt":0.2239260703178928,"spread":0.210303091303452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009654625,0.0005117969,0.00056499,0.0002461654,0.0003107596,0.0001282089,0.000342574,0.0001342697,0.0001978011],"category_scores_gemma":[0.00005846141,0.000448509,0.000191782,0.0003263429,0.00004609121,0.0003244259,0.00008286705,0.0005242258,0.0001321699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209197,"about_ca_system_score_gemma":0.00003403625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003786176,"about_ca_topic_score_gemma":0.00008459468,"domain_scores_codex":[0.9978943,0.00002273878,0.000456579,0.0006295987,0.0002672773,0.0007295121],"domain_scores_gemma":[0.9987484,0.0003746294,0.0001062536,0.0002609297,0.0001117822,0.000398057],"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":[0.0005158523,0.00005945917,0.00008813251,0.0004959779,0.001747291,0.00005722989,0.002415512,0.03328844,0.01998828,0.0003634158,0.002305405,0.938675],"study_design_scores_gemma":[0.0006517458,0.0002238969,0.0003464116,0.000107699,0.0001495368,0.000005517074,0.0005065407,0.0155068,0.8817967,0.0000633177,0.09997101,0.000670881],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.344972,0.00009090795,0.6430601,0.0006091815,0.000137279,0.004507256,0.000871568,0.001465923,0.004285762],"genre_scores_gemma":[0.99209,0.00005020695,0.002642378,0.0007868595,0.0007990352,0.003054378,0.0003744825,0.0001160722,0.00008661303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9380041,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082905695","doi":"10.1179/1362171811y.0000000059","title":"Resistance microwelding of crossed Pt–10Ir and 316 LVM stainless steel wires","year":2011,"lang":"en","type":"article","venue":"Science and Technology of Welding & Joining","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Electrode; Welding; Joint (building); Composite material; Ultimate tensile strength; Flexibility (engineering); Metallurgy; Carbon steel; Corrosion; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01007960723594647,"gpt":0.1994920701146287,"spread":0.1894124628786823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004424501,0.00008749595,0.0001978419,0.0005389397,0.0001817639,0.00001751749,0.0002032191,0.00006652937,0.00000435176],"category_scores_gemma":[0.0000979112,0.00008116593,0.00001754214,0.001322719,0.0007089098,0.0003169638,0.0000639496,0.0001260209,3.213523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001685211,"about_ca_system_score_gemma":0.0000296696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300029,"about_ca_topic_score_gemma":0.00001250175,"domain_scores_codex":[0.9991902,0.000004013883,0.0002148523,0.0001815641,0.0001349278,0.0002744563],"domain_scores_gemma":[0.9996163,0.00002790073,0.00006626648,0.0001490906,0.0001013374,0.00003912899],"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":[0.00001002667,0.00001118984,0.08346257,0.00009438835,0.00002233364,0.000004002431,0.0009121048,0.00001750136,0.8849877,0.008002728,0.00001032388,0.02246517],"study_design_scores_gemma":[0.0002500053,0.00009557528,0.01926936,0.0001702251,0.00002173416,0.000006677927,0.001521337,0.001856063,0.9746899,0.001830143,0.0001239205,0.0001650711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959295,0.001437441,0.000584313,0.00007807219,0.00002537325,0.00003613421,6.740723e-7,0.000095528,0.001812962],"genre_scores_gemma":[0.9966189,0.0002207506,0.003117921,0.00001155353,0.000004066762,0.000002244969,6.565615e-8,0.000005623584,0.00001885752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08970222,"threshold_uncertainty_score":0.3309851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804120967","doi":"10.3390/wevj8020398","title":"Assessment of the Li-air Battery Technology for Automotive Applications through the Development of a Multi-Electrode Solid-State Prototype","year":2016,"lang":"en","type":"article","venue":"World Electric Vehicle Journal","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"Natural Resources Canada; National Research Council Canada; Université Paris-Est Créteil Val-de-Marne; Université du Québec à Montréal; Canadian Natural Resources Limited","keywords":"Automotive industry; Battery (electricity); Manufacturing engineering; Solid-state; Systems engineering; Computer science; Automotive engineering; Engineering; Engineering physics; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01053820069444322,"gpt":0.2746269010213335,"spread":0.2640887003268903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035101,0.0001461925,0.0002591602,0.000249347,0.0002635197,0.00001193442,0.0004412964,0.00004944894,0.00001255756],"category_scores_gemma":[0.00002668426,0.00007306214,0.0001467943,0.001688436,0.00004255338,0.0001144054,0.00003091538,0.0003619794,0.00000251256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351299,"about_ca_system_score_gemma":0.0002576218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001423087,"about_ca_topic_score_gemma":0.00005781323,"domain_scores_codex":[0.9986824,0.00003361869,0.0005510785,0.0001261429,0.0002151153,0.0003916327],"domain_scores_gemma":[0.9991287,0.0001273995,0.0002335005,0.0002345342,0.0002416561,0.00003419679],"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":[0.00004241731,0.0002768946,0.01315899,0.0001068993,0.000869775,6.80519e-7,0.0004814819,0.005353214,0.735474,0.0007666072,0.0004963985,0.2429727],"study_design_scores_gemma":[0.001328868,0.0002933013,0.03530336,0.000147823,0.0001621505,0.00002065559,0.00004284356,0.06408705,0.884769,0.002591421,0.01093591,0.0003176471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3277422,0.0007189544,0.666693,0.002866157,0.00006597479,0.001436246,0.00000589621,0.0001026456,0.0003689029],"genre_scores_gemma":[0.9957108,0.0001212281,0.003365975,0.00006279872,0.00005108991,0.000350071,4.560029e-7,0.00002168137,0.0003158501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6679686,"threshold_uncertainty_score":0.2979388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405896547","doi":"10.1007/s11663-024-03408-4","title":"Preparation and Arc Erosion Behavior of Novel Ag-TiN Electrical Contact Materials","year":2024,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Tin; Materials science; Electrical contacts; Electric arc; Erosion; Arc (geometry); Metallurgy; Composite material; Mechanical engineering; Geology; Engineering; Electrode; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01194225621601643,"gpt":0.2478699676064216,"spread":0.2359277113904051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001529551,0.0001391187,0.0003304855,0.0001092333,0.00005966131,0.0001490445,0.00003881312,0.0001044817,0.0005924897],"category_scores_gemma":[0.000003286889,0.000116867,0.0000564255,0.0001879087,0.00002646966,0.0002284841,0.000004146778,0.00007947921,0.000007338938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157556,"about_ca_system_score_gemma":0.00000874301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009222645,"about_ca_topic_score_gemma":0.00001788159,"domain_scores_codex":[0.9991596,0.00002305176,0.0003546122,0.0001844616,0.0001103569,0.0001678621],"domain_scores_gemma":[0.9997796,0.00003982439,0.00002071321,0.0000722268,0.00001900955,0.00006865797],"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":[0.0000361507,0.00005768678,0.000001519722,0.000144214,0.00006532629,0.000004910653,0.00004780537,0.0001934107,0.9972338,0.0003727202,0.000006109632,0.001836366],"study_design_scores_gemma":[0.000536838,0.0002697608,0.001410933,0.00009593564,0.0006106832,0.00007455557,0.00000707033,0.03049084,0.9648203,0.00005825726,0.001329483,0.0002953818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097107,0.0005961716,0.08913428,0.00002354186,0.0001578209,0.0001490977,0.00005629794,0.0001289435,0.00004313424],"genre_scores_gemma":[0.9980493,0.001333763,0.0003095799,0.000007567483,0.0000486342,0.00006179812,0.00002745801,0.00001708332,0.0001448552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0888247,"threshold_uncertainty_score":0.6487347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911373596","doi":"10.1155/2019/6270515","title":"Optimal Utilization of Adhesion Force for Heavy-Haul Electric Locomotive Based on Extremum Seeking with Sliding Mode and Asymmetric Barrier Lyapunov Function","year":2019,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Natural Science Foundation of China; Natural Science Foundation of Hunan Province; Education Department of Hunan Province","keywords":"Lyapunov function; Control theory (sociology); Sliding mode control; Slip (aerodynamics); Traction (geology); Optimal control; Tractive force; Adhesion; Slip ratio; Computer science; Engineering; Materials science; Mathematics; Structural engineering; Automotive engineering; Physics; Mechanical engineering; Control (management); Mathematical optimization; Nonlinear system; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.007250199227162389,"gpt":0.2233510038759526,"spread":0.2161008046487902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001414178,0.0001358707,0.0002741279,0.0005562314,0.00004480404,0.00001163064,0.00004413792,0.00006063216,0.0000051743],"category_scores_gemma":[0.0000150277,0.0001139985,0.00009597492,0.0007489302,0.000004413285,0.0005555453,4.488554e-7,0.0001486839,2.809286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007212736,"about_ca_system_score_gemma":0.00003002873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001377665,"about_ca_topic_score_gemma":0.000005483095,"domain_scores_codex":[0.9990687,0.0000117112,0.00039539,0.0001170767,0.000250714,0.0001564502],"domain_scores_gemma":[0.999283,0.0001146752,0.0002524733,0.00006622168,0.0002315331,0.00005206156],"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":[0.001133219,0.0000282335,0.004984504,0.000153031,0.00005120311,0.000001058521,0.0001104901,0.8389524,0.1402084,0.00004544905,0.000001926336,0.01433007],"study_design_scores_gemma":[0.002103637,0.002266062,0.02817774,0.0002548757,0.0002145107,0.000001895935,0.0001190119,0.8709233,0.09565819,0.00005684157,0.0000588649,0.0001650898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5958105,0.0002090725,0.4037347,0.000006287369,0.00005476839,0.0001435667,0.000002888587,0.00001292962,0.00002525272],"genre_scores_gemma":[0.9962543,0.0001837095,0.003436795,0.00001804685,0.00003511518,0.000005407722,0.00002595208,0.00002469286,0.00001602795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4004437,"threshold_uncertainty_score":0.4648726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086871916","doi":"10.1002/etep.328","title":"Laboratory performance tests on aluminum splices for power conductors","year":2009,"lang":"en","type":"article","venue":"European Transactions on Electrical Power","topic":"Electrical Contact Performance and Analysis","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":"Campbell Scientific (Canada)","funders":"","keywords":"Cable gland; Conductor; Electrical conductor; splice; Compression (physics); Structural engineering; Engineering; Materials science; Mechanical engineering; Electrical engineering; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.007448685326288015,"gpt":0.2135930247468817,"spread":0.2061443394205937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001789288,0.0002966436,0.0002716872,0.0003182271,0.0002113139,0.00005533113,0.0002315368,0.00007841934,0.0001882697],"category_scores_gemma":[0.00001713476,0.0002656574,0.0001946118,0.0009309046,0.00002235047,0.0002398997,8.662794e-7,0.0005305206,0.0004365622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192156,"about_ca_system_score_gemma":0.00002174344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.945293e-7,"about_ca_topic_score_gemma":7.997037e-7,"domain_scores_codex":[0.998527,0.00004737006,0.0003204946,0.0003211647,0.0002435327,0.0005404241],"domain_scores_gemma":[0.9992882,0.0001121859,0.00003849007,0.0003089269,0.00007954364,0.000172633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002018689,0.005419229,0.000833554,0.0002117822,0.00164938,0.0001715837,0.001626235,0.1028383,0.3040225,0.003153829,0.06173298,0.516322],"study_design_scores_gemma":[0.00708642,0.02820516,0.07964797,0.0003465009,0.0006826632,0.0000329833,0.00009773661,0.1032615,0.3179465,0.0001734138,0.4569822,0.005536945],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933049,0.0003634271,0.01550064,0.0003851987,0.000356998,0.0004191266,0.00003535156,0.0009512966,0.048939],"genre_scores_gemma":[0.9976337,0.0001429744,0.0001016791,0.001176623,0.00007764698,0.00001210071,0.000005986559,0.00006057968,0.0007887282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.510785,"threshold_uncertainty_score":0.9999796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332521906","doi":"10.1061/9780784479797.022","title":"APM and Monorail for Urban Applications","year":2016,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"Bombardier (Canada)","funders":"","keywords":"Monorail; Computer science; Transport engineering; Engineering; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.004132297783318209,"gpt":0.1833378023761388,"spread":0.1792055045928205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001563111,0.00003038634,0.00004147465,0.00002301053,0.00002071058,0.000006762723,0.00002486879,0.0000148961,0.00002486534],"category_scores_gemma":[0.000001824063,0.00001840067,0.00001670796,0.00005575277,0.000003880449,0.00005498061,0.000002653791,0.00001025853,0.00002063589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007326111,"about_ca_system_score_gemma":0.000001411666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001330841,"about_ca_topic_score_gemma":0.000004581002,"domain_scores_codex":[0.9998239,5.404396e-7,0.00004393552,0.00004411239,0.00001642397,0.00007114088],"domain_scores_gemma":[0.9998842,0.0000257027,0.000002975607,0.00005330819,0.000008746972,0.00002507947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000416591,0.000013649,0.009248574,0.00004986974,0.00008362179,9.75303e-8,0.00003372124,0.00003046858,0.06752701,0.02020591,0.01650848,0.8862944],"study_design_scores_gemma":[0.0007969515,0.00007670768,0.0032298,0.00001319824,0.0000709053,0.000001035018,0.00001854218,0.05523155,0.04966164,0.003385798,0.8871309,0.0003829997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06408735,0.0005478628,0.920786,0.0005180284,0.0000127508,0.0001958392,0.000006114362,0.0002662208,0.0135798],"genre_scores_gemma":[0.9968948,0.0001323192,0.0005679859,0.00003870742,0.00004610269,0.00008754226,0.000001005825,0.00000500341,0.002226532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9328074,"threshold_uncertainty_score":0.07503575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2482568171","doi":"10.31399/asm.hb.v23.a0005680","title":"Microjoining in Medical Components and Devices","year":2012,"lang":"en","type":"book-chapter","venue":"ASM International eBooks","topic":"Electrical Contact Performance and Analysis","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 Waterloo","funders":"","keywords":"Medical device; Welding; Key (lock); Forceps; Laser beam welding; Computer science; Engineering drawing; Materials science; Mechanical engineering; Engineering; Biomedical engineering; Medicine; Surgery; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.01355620985059097,"gpt":0.2242621434132153,"spread":0.2107059335626243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009257204,0.0001573628,0.000199699,0.0002289885,0.0000168816,0.00002364189,0.000165511,0.0001885086,0.0004040943],"category_scores_gemma":[0.000005470365,0.0001554671,0.00005519629,0.000007783322,0.00002274959,0.00006055143,0.00005128457,0.0003809113,0.00007985964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006428386,"about_ca_system_score_gemma":0.00001278789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000202788,"about_ca_topic_score_gemma":0.00008217774,"domain_scores_codex":[0.9991912,0.000003025228,0.0002461477,0.0001188209,0.0002954771,0.0001453155],"domain_scores_gemma":[0.9997478,0.00004418524,0.00003834516,0.00006722752,0.00002272349,0.00007976023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004746515,0.00004035998,0.01034132,0.0003222892,0.001940615,0.0002862983,0.0007612635,0.00007327986,0.004870223,0.1443836,0.001343646,0.8355896],"study_design_scores_gemma":[0.001009182,0.00003632225,0.005266576,0.001345144,0.0001287332,0.00008014656,0.00001040551,0.02644454,0.0009105964,0.003729805,0.9599891,0.001049478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02072971,0.001504813,0.00004219404,0.00007378096,0.0002437786,0.00004910704,0.000007466163,0.00006148614,0.9772877],"genre_scores_gemma":[0.9407271,0.000459735,0.00005580516,0.0002160789,0.0003020432,0.000005207033,0.00004871186,0.00003465968,0.0581507],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9586454,"threshold_uncertainty_score":0.6339765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508176491","doi":"10.1109/tia.2016.2599480","title":"Proposal of a Time-Domain Platform for Short-Circuit Protection Analysis in Rapid Transit Train DC Auxiliary Systems","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Electrical Contact Performance and Analysis","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":"Polytechnique Montréal; Bombardier (Canada)","funders":"","keywords":"Tripping; Converters; Engineering; Fault (geology); Circuit breaker; Automotive engineering; Computer science; Reliability engineering; Electrical engineering; Voltage","retraction":null,"screen_n_in":null,"score":{"opus":0.02012748423904583,"gpt":0.230350751438008,"spread":0.2102232671989621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002425735,0.0001999572,0.0003793215,0.0007402652,0.0001210174,0.00001845881,0.0001695961,0.0003922358,0.00009576198],"category_scores_gemma":[0.000001856154,0.0001685207,0.0002736856,0.002085248,0.00004473577,0.0002332075,3.749508e-7,0.0004098404,0.00001864896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059632,"about_ca_system_score_gemma":0.00006353754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003636168,"about_ca_topic_score_gemma":0.0001033264,"domain_scores_codex":[0.9986718,0.00002531103,0.0005411977,0.0002780998,0.0001867954,0.0002967614],"domain_scores_gemma":[0.9993556,0.0000969406,0.0000521117,0.0003330908,0.00006912568,0.00009308983],"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":[0.0001185436,0.0006085527,0.0001545094,0.0002771372,0.001744189,0.000001204868,0.0003097215,0.3545189,0.4015962,0.0005265311,0.0000795948,0.2400649],"study_design_scores_gemma":[0.003401563,0.0007826533,0.00110925,0.0003793408,0.003063673,0.00002035969,0.0006019439,0.4490612,0.5335135,0.001324853,0.005045955,0.001695695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08631115,0.00003258197,0.9114785,0.0001393808,0.00003171724,0.001288058,0.0002156123,0.0001553321,0.0003476679],"genre_scores_gemma":[0.9957766,0.00003738995,0.000193678,0.000006265882,0.00005324535,0.003539469,0.00001436968,0.00002987138,0.0003490983],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9112848,"threshold_uncertainty_score":0.6872076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1493822451","doi":"10.1109/holm.1994.636839","title":"Effect of ion-implantation on the contact resistance of copper and silver-copper electrical contacts under fretting conditions","year":2005,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"Hydro-Québec","funders":"","keywords":"Fretting; Copper; Contact resistance; Materials science; Auger electron spectroscopy; Scanning electron microscope; Metallurgy; Electrical contacts; Alloy; Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.005723729214548329,"gpt":0.2327194616465837,"spread":0.2269957324320354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213751,0.0001340745,0.0002679256,0.000104287,0.00007296866,0.00001448655,0.00007748712,0.00006806086,0.00008015886],"category_scores_gemma":[0.00005683017,0.00008687277,0.00007763503,0.0002804627,0.00002527901,0.000135709,0.000006727788,0.0001718185,0.00001183612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005125161,"about_ca_system_score_gemma":0.0000119469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001808075,"about_ca_topic_score_gemma":0.00007867668,"domain_scores_codex":[0.9991791,0.00005888638,0.0002762142,0.0001152101,0.0001772002,0.00019339],"domain_scores_gemma":[0.99873,0.0009835289,0.00006057497,0.0001374868,0.00004395148,0.00004447913],"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":[0.0003609486,0.00009748223,0.009949926,0.0002893926,0.00055034,0.000003336507,0.0002821196,0.005676126,0.9245508,0.03970417,0.01022029,0.008315075],"study_design_scores_gemma":[0.001103672,0.0006079657,0.01676561,0.0001324153,0.0001737082,0.000004306107,0.00004091613,0.0215046,0.9586288,0.0001126994,0.0006786583,0.0002466513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909154,0.0003099942,0.0001963903,0.0002627459,0.00002048742,0.0001549587,0.000009516439,0.00004841912,0.008082084],"genre_scores_gemma":[0.999393,0.0001391295,0.00003446321,0.0002023662,0.00004493086,0.00001237385,0.00001157939,0.00001253195,0.0001495744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03959148,"threshold_uncertainty_score":0.3542569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147440357","doi":"10.1109/elinsl.1990.109752","title":"Performance of aluminum distribution-cable splices under accelerated aging","year":2002,"lang":"en","type":"article","venue":"IEEE International Symposium on Electrical Insulation","topic":"Electrical Contact Performance and Analysis","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":"Hydro-Québec","funders":"","keywords":"Workmanship; splice; Cable gland; Computer science; Structural engineering; Reliability engineering; Materials science; Engineering; Telecommunications; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02281471048374218,"gpt":0.2453308032076501,"spread":0.2225160927239079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008532361,0.0001681398,0.0001908981,0.000161718,0.00008057926,0.00004814098,0.0002164559,0.0001036335,0.0002468187],"category_scores_gemma":[0.00001411271,0.0001633582,0.00009096316,0.0007792573,0.00001871233,0.000413416,0.000008609425,0.0002299959,0.0001097982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780434,"about_ca_system_score_gemma":0.000006775295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002845175,"about_ca_topic_score_gemma":0.000002222645,"domain_scores_codex":[0.9986998,0.00001789152,0.0004046696,0.0001953278,0.0004167678,0.000265553],"domain_scores_gemma":[0.9994609,0.00008335533,0.0000900201,0.0001375997,0.0001655642,0.00006260763],"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":[0.00005920122,0.0003289164,0.02023599,0.00003658759,0.0002758739,0.000002602369,0.00007096626,0.7474251,0.213771,0.0009695562,0.001453592,0.01537055],"study_design_scores_gemma":[0.0002771991,0.0001322766,0.01356645,0.00002561256,0.00002313077,0.000002692032,0.000001551966,0.9177676,0.06720589,0.0000307984,0.0007956381,0.0001711539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906688,0.00008594868,0.002365474,0.0002958461,0.0002756646,0.00009114351,0.00001294412,0.0001490109,0.006055164],"genre_scores_gemma":[0.9985609,0.0005504943,0.00002413784,0.00008933302,0.0002076316,0.00001594073,0.0000966859,0.0000195515,0.0004353407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1703425,"threshold_uncertainty_score":0.6661556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394618230","doi":"10.1016/j.mtcomm.2024.108878","title":"Simultaneously achieving excellent heat aging resistance and grip performance in carbon black/glass flake/EPDM rubber composite for overhead line spacers","year":2024,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"Jiangsu Provincial Key Research and Development Program","keywords":"Materials science; Carbon black; Natural rubber; Vulcanization; Composite material; Compression set; Ultimate tensile strength; EPDM rubber; Curing (chemistry); Composite number","retraction":null,"screen_n_in":null,"score":{"opus":0.01223404916622167,"gpt":0.2434112298140144,"spread":0.2311771806477927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003298915,0.0002031454,0.0003153423,0.0001942746,0.0001454798,0.0001909439,0.0003094101,0.00008070686,0.00001343663],"category_scores_gemma":[0.00001695106,0.0002018642,0.00005052414,0.000343136,0.0000573239,0.0001948882,0.0001087895,0.00021102,0.000008961525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599189,"about_ca_system_score_gemma":0.00002037556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000102182,"about_ca_topic_score_gemma":0.0006816883,"domain_scores_codex":[0.9988921,0.00005606658,0.0004185927,0.0002084064,0.0001065231,0.0003183237],"domain_scores_gemma":[0.9989493,0.0002954217,0.00002741647,0.0006316373,0.00003775658,0.00005844723],"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":[0.0001424231,0.0001384724,0.003835129,0.004346722,0.000373798,0.00001898233,0.005125758,0.05745599,0.9208279,0.001697357,0.0004306836,0.005606748],"study_design_scores_gemma":[0.0005713375,0.00007257043,0.002227899,0.001314091,0.0001355235,0.000005955378,0.0001023386,0.9061784,0.05800547,0.0001230037,0.03064298,0.0006205093],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900062,0.006174438,0.0003262286,0.001482486,0.0001404944,0.0003003511,0.00003452168,0.0002327965,0.001302496],"genre_scores_gemma":[0.9908102,0.007259204,0.001153094,0.00004753692,0.00008412066,0.0000820814,0.00009073847,0.00004498508,0.0004280467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8628225,"threshold_uncertainty_score":0.8231782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118308221","doi":"10.1109/holm.1997.637996","title":"A comparative assessment of different current-cycling procedures for testing power connections","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"Hydro-Québec","funders":"","keywords":"Current (fluid); Cable gland; Power cycling; Reliability engineering; Cycling; Interface (matter); Conductor; Computer science; Power (physics); Electrical engineering; Engineering; Reliability (semiconductor); Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.05340092341246137,"gpt":0.3161165948498387,"spread":0.2627156714373773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002706282,0.00009011754,0.000200803,0.0000814735,0.00005871185,0.00001402034,0.00005063042,0.00001940653,0.0001006583],"category_scores_gemma":[0.00002912728,0.00007065869,0.00006868864,0.0002246983,0.00000774711,0.00007235773,0.000006202334,0.00008630083,0.000002522813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112188,"about_ca_system_score_gemma":0.000005410079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001967158,"about_ca_topic_score_gemma":0.00001679936,"domain_scores_codex":[0.9994953,0.000004515538,0.000191432,0.00008418634,0.00007524653,0.0001493389],"domain_scores_gemma":[0.9996449,0.0001597215,0.00002976219,0.00006413198,0.00006776139,0.00003373053],"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":[0.00003135346,0.003124591,0.3373857,0.003542668,0.00273575,0.000002071296,0.004752102,0.1700538,0.3455315,0.02418901,0.02074056,0.08791089],"study_design_scores_gemma":[0.0002203737,0.0001037447,0.006596999,0.00004982356,0.00004590845,4.741357e-7,0.00007657223,0.9859906,0.006480331,0.00007686565,0.0002359869,0.0001222887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943768,0.0004802747,0.04283461,0.00003145679,0.00008543233,0.0002204865,0.000004894162,0.0001649826,0.01240983],"genre_scores_gemma":[0.9988081,0.00004170591,0.000979276,0.000008178585,0.00002860161,0.00004755194,0.000002822238,0.000007205741,0.00007650024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8159369,"threshold_uncertainty_score":0.2881378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1564006266","doi":"10.1109/holm.2004.1353113","title":"High contact resistance readings on clean microwave mobile contacts","year":2004,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"COM DEV International","funders":"","keywords":"X-ray photoelectron spectroscopy; Contact resistance; Materials science; Carbon fibers; Monolayer; Contact angle; Oxygen; Analytical Chemistry (journal); Nanotechnology; Chemical engineering; Composite material; Layer (electronics); Chemistry; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.004784963540594399,"gpt":0.1943895633721782,"spread":0.1896045998315838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006801973,0.0001856528,0.0002556931,0.0001120437,0.00006999791,0.00004682906,0.0001411036,0.0000823259,0.0001152569],"category_scores_gemma":[0.00001029216,0.0001624586,0.0001004413,0.0003108778,0.00001034554,0.0001807194,0.000008821469,0.0002171908,0.0003939028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209098,"about_ca_system_score_gemma":0.00001548683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009828022,"about_ca_topic_score_gemma":0.0004801945,"domain_scores_codex":[0.9990661,0.000006190398,0.0002246117,0.0001947973,0.0001545551,0.0003538028],"domain_scores_gemma":[0.9995649,0.00004064916,0.00002677997,0.0002232315,0.00003452702,0.0001099409],"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":[0.000372077,0.0003917749,0.001010588,0.0002723295,0.0007349485,0.0002303977,0.0009880563,0.02714306,0.672769,0.2309658,0.02549774,0.03962431],"study_design_scores_gemma":[0.001784041,0.0004386196,0.001673694,0.0001468111,0.00006232897,0.000003583684,0.0001261657,0.000513564,0.9723814,0.001582494,0.02063068,0.0006566453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495856,0.0002192936,0.003156436,0.0001350679,0.0001465924,0.0001598031,0.000004557772,0.0004820481,0.04611065],"genre_scores_gemma":[0.9967229,0.0002010227,0.000411445,0.0005271141,0.00009731036,0.00002068368,0.00001275956,0.00003119932,0.001975553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996124,"threshold_uncertainty_score":0.6624868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886017228","doi":"10.1109/tcpmt.2018.2864595","title":"Performance and Diagnosis of Aluminum Connectors Tested Inside MV Cable Splices","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Components Packaging and Manufacturing Technology","topic":"Electrical Contact Performance and Analysis","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":"Hydro-Québec","funders":"","keywords":"Cable gland; Cable harness; Shielded cable; Overheating (electricity); Engineering; Overhead (engineering); Electrical conductor; Electrical engineering; Reliability engineering; Structural engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01027225230960675,"gpt":0.2067121014325894,"spread":0.1964398491229827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006047969,0.0001837818,0.0002728629,0.00055283,0.0002173303,0.00001831009,0.0001114117,0.0001258118,0.00002180263],"category_scores_gemma":[0.000001959361,0.000176691,0.0000354167,0.0002330329,0.0001684037,0.0001443295,0.000003405317,0.0002574686,0.000007816288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002990431,"about_ca_system_score_gemma":0.000005771696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111342,"about_ca_topic_score_gemma":0.00007667805,"domain_scores_codex":[0.9991836,0.000009224651,0.0002153351,0.0002179493,0.00009200488,0.0002818868],"domain_scores_gemma":[0.999594,0.00006926074,0.00004286243,0.0002093564,0.00002515572,0.00005934519],"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":[0.0001705496,0.0005012878,0.0967872,0.001268212,0.001392332,0.00002399927,0.001383885,0.01828735,0.17946,0.00007578422,0.0002959576,0.7003535],"study_design_scores_gemma":[0.0003755193,0.0002329067,0.005933969,0.0001240415,0.00007412881,0.00001738519,0.00005239157,0.03431343,0.9577267,0.00004246257,0.0008859727,0.0002210632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938919,0.0001133431,0.005106773,0.00009920557,0.0001318789,0.00008700399,0.000005909126,0.0003734071,0.0001905602],"genre_scores_gemma":[0.998373,0.001222934,0.0002779518,0.00002327951,0.00001848495,0.00002324247,0.000001308681,0.0000212678,0.00003851184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7782668,"threshold_uncertainty_score":0.7205248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058874661","doi":"10.1063/1.1486052","title":"Effect of cracks on the thermal resistance of aligned fiber composites","year":2002,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Materials science; Volume fraction; Fiber; Composite number; Fiber-reinforced composite; Matrix (chemical analysis); Thermal resistance; Thermal; Interfacial thermal resistance","retraction":null,"screen_n_in":null,"score":{"opus":0.005143038693092706,"gpt":0.1919097425448459,"spread":0.1867667038517531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001485274,0.00009000698,0.0002756965,0.00003221193,0.00002485122,0.00000671637,0.0001495323,0.00002828223,0.00005810418],"category_scores_gemma":[0.000004056798,0.0000534769,0.0001465006,0.0002209634,0.00002186035,0.00004666999,0.000006023089,0.0001390926,0.000009892698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561536,"about_ca_system_score_gemma":0.000002665101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.456022e-7,"about_ca_topic_score_gemma":1.870947e-7,"domain_scores_codex":[0.9993805,0.00001689255,0.000259057,0.00003666367,0.0002101405,0.00009669433],"domain_scores_gemma":[0.9993621,0.0002789666,0.0001725901,0.0001217793,0.00004227561,0.00002231755],"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":[0.0003220737,0.0001145371,0.0002561076,0.0002178791,0.0005090421,0.000002973145,0.0004054937,0.1635268,0.8137808,0.001272505,0.00243436,0.0171574],"study_design_scores_gemma":[0.0003431766,0.0002435517,0.0002218867,0.00006399492,0.0001161259,3.727408e-7,0.000005818317,0.01649517,0.9819789,0.0001674023,0.0002898441,0.0000737603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799247,0.0001918826,0.00009082374,0.00002087967,0.00001607456,0.00004608558,0.000001336643,0.000006201853,0.01970203],"genre_scores_gemma":[0.9996876,0.00005746331,0.00005395802,0.00002576097,0.0001055912,0.000001237602,3.424323e-7,0.0000104557,0.00005760468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1681981,"threshold_uncertainty_score":0.2180725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161716120","doi":"10.1109/holm.1995.482855","title":"Mechanical and electrical contact properties of wedge-connectors","year":2002,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"Mining Association of Canada","funders":"","keywords":"Cable gland; Wedge (geometry); Finite element method; Materials science; Electrical contacts; Contact resistance; Electrical conductor; Structural engineering; Composite material; Mechanical joint; Aluminium; Electrical resistance and conductance; Mechanical engineering; Engineering; Layer (electronics); Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.01434152357895623,"gpt":0.1776312291136682,"spread":0.163289705534712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003934324,0.00008685356,0.0001888079,0.0000779313,0.00002252636,0.00001128574,0.00005819221,0.00005311243,0.0002741815],"category_scores_gemma":[0.00002118123,0.00006313418,0.00004956547,0.0002286366,0.000009759712,0.00009495784,0.000009093735,0.0001048128,0.00002726308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001589275,"about_ca_system_score_gemma":0.000002082357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001293255,"about_ca_topic_score_gemma":0.000006922678,"domain_scores_codex":[0.9994842,0.000007998886,0.0001643435,0.0000848924,0.00008908776,0.0001694339],"domain_scores_gemma":[0.9998083,0.00002330861,0.00001119073,0.00007979319,0.00001957679,0.00005782276],"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":[0.00002193799,0.0001070359,0.004125413,0.0001405896,0.0002821177,0.000005656019,0.000238896,0.00009842378,0.9388391,0.007111278,0.002539641,0.04648986],"study_design_scores_gemma":[0.0003661836,0.0001811651,0.0007743784,0.00002056369,0.00005456782,0.00000636263,0.00001818538,0.5261559,0.4709553,0.00005957006,0.001184948,0.0002229492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934146,0.001847376,0.0003583381,0.00004485131,0.00002001656,0.00004991542,3.280142e-7,0.0001156631,0.004148883],"genre_scores_gemma":[0.9989404,0.0006044374,0.00005227367,0.0000399103,0.00002473735,0.000004265148,3.105853e-7,0.000009460377,0.0003242248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260575,"threshold_uncertainty_score":0.3002095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407317120","doi":"10.1109/ecce55643.2024.10861006","title":"A Single-Phase MMC-based Solid-State Transformer Suitable for EV Charging","year":2024,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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 Toronto","funders":"","keywords":"Solid-state; Transformer; Materials science; Electrical engineering; Computer science; Optoelectronics; Electronic engineering; Engineering physics; Voltage; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01540058651750793,"gpt":0.2725328836899561,"spread":0.2571322971724482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182464,0.0001411849,0.0001768616,0.0001890402,0.00005967754,0.0001148499,0.00007547736,0.00004523623,0.000232553],"category_scores_gemma":[0.000005910723,0.0001180289,0.0001736125,0.0004244182,0.00000670794,0.00027497,8.715339e-7,0.0001184779,0.00007423642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006797498,"about_ca_system_score_gemma":0.00002654382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102184,"about_ca_topic_score_gemma":0.00003246611,"domain_scores_codex":[0.9991451,0.000003548078,0.0001962382,0.0001524025,0.0000982027,0.0004044979],"domain_scores_gemma":[0.9997227,0.00007638745,0.000005543541,0.00009708792,0.00002427187,0.00007397692],"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":[0.0000405975,0.0001056417,0.00003825341,0.0008328427,0.0003044523,0.00001946935,0.0003254702,0.01440966,0.7825882,0.0005334703,0.003635081,0.1971669],"study_design_scores_gemma":[0.0003628435,0.00009511632,0.000001424683,0.00003687015,0.00005307458,7.04215e-7,0.00001007488,0.6265967,0.3439619,0.00008749206,0.02864546,0.0001483394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.238614,0.002039341,0.7478141,0.0004775961,0.0002170686,0.0003273235,0.00003782565,0.001331415,0.009141346],"genre_scores_gemma":[0.9969086,0.00005696939,0.0004184546,0.0001722945,0.00008107461,0.00005663846,0.00003039022,0.00004012793,0.002235434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7582946,"threshold_uncertainty_score":0.481308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021223645","doi":"10.1109/holm.2013.6651403","title":"Contact Resistance Anomalies in Reed Contacts - Influence of Temperature and External Magnetic Field","year":2013,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"COM DEV International","funders":"","keywords":"Contact resistance; Electrical engineering; Magnetic field; Materials science; Relay; Exciter; Optoelectronics; Composite material; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.002250284465951889,"gpt":0.1745341206925678,"spread":0.1722838362266159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003966905,0.00009377996,0.0001847711,0.00009089432,0.00001474324,0.00003043748,0.00007743351,0.00006487282,0.000138406],"category_scores_gemma":[0.00002520899,0.0000779015,0.00002326,0.0001966517,0.00001065205,0.0002797315,0.00001070263,0.0001367934,0.000007171704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001339838,"about_ca_system_score_gemma":0.000006469494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000337133,"about_ca_topic_score_gemma":0.0006090038,"domain_scores_codex":[0.9994563,0.000008808455,0.000202286,0.00009431073,0.0000793849,0.0001588731],"domain_scores_gemma":[0.9997228,0.00006919359,0.00001853644,0.0001105438,0.00003565906,0.000043316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002750285,0.0000171431,0.1589132,0.0001759095,0.00002135679,0.00001009689,0.0001959724,0.0004072563,0.8355846,0.000825399,0.0004779738,0.003343585],"study_design_scores_gemma":[0.0005544967,0.0002122037,0.9109589,0.0001989432,0.00001456227,0.000002426271,0.00006743364,0.004521434,0.08276327,0.0002748086,0.0001926767,0.0002388469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944634,0.00180754,0.00001981838,0.00008365011,0.000009461137,0.00008231304,6.899734e-7,0.00003125145,0.003501803],"genre_scores_gemma":[0.9985057,0.0004016184,0.000196855,0.0001682368,0.00001102267,0.000011183,5.762344e-7,0.000006190192,0.0006986511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7528213,"threshold_uncertainty_score":0.3176731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137690494","doi":"10.1007/978-3-319-48160-9_171","title":"New Apparatus for Characterizing Electrical Contact Resistance and Thermal Contact Conductance","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada; Alcoa (Canada); Hydro-Québec","funders":"","keywords":"Thermal contact conductance; Materials science; Contact resistance; Aluminium; Electrical contacts; Thermal; Electrical resistance and conductance; Composite material; Thermal conductivity; Thermal resistance; Inert; Electrode; Thermal contact; Conductance; Inert gas; Carbon steel; Metal; Mechanical engineering; Metallurgy; Thermodynamics; Engineering; Corrosion; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01824307914266448,"gpt":0.208493164968093,"spread":0.1902500858254285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009745123,0.0005787085,0.0008917277,0.0001903553,0.0001025085,0.00008654208,0.0002341293,0.0004568767,0.0006157136],"category_scores_gemma":[0.00001236285,0.0005254911,0.0002636003,0.00007007843,0.00001776365,0.0002818097,0.00002246814,0.0005833693,0.00006717035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175172,"about_ca_system_score_gemma":0.00007943944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001474097,"about_ca_topic_score_gemma":0.00006331466,"domain_scores_codex":[0.9982563,0.000006406116,0.0005076032,0.0004677616,0.000187696,0.0005741879],"domain_scores_gemma":[0.9990692,0.0001292152,0.0001338906,0.0003328966,0.00007853502,0.0002562532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007255959,0.0000276711,0.0001450352,0.0006715521,0.002115375,0.00006352204,0.0002518263,0.000003337729,0.1294585,0.7582805,0.0347797,0.07347744],"study_design_scores_gemma":[0.00191061,0.0005258049,0.000681665,0.0004493895,0.0007140034,0.00001600267,0.000004225408,0.001925009,0.01557685,0.006132417,0.9696687,0.002395336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003244021,0.01712017,0.008190896,0.0001045154,0.0002920839,0.0009047471,0.00006791671,0.0006219302,0.9694538],"genre_scores_gemma":[0.2674397,0.005378371,0.001327461,0.0005328968,0.0009203588,0.00006217753,0.000134561,0.0002695262,0.7239349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.934889,"threshold_uncertainty_score":0.9997197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404914395","doi":"10.1109/tdei.2024.3510222","title":"UHF Detection of the Eroding DC Dry-Band Arcing on Silicone Rubber Insulation","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Research Fund","keywords":"Ultra high frequency; Silicone rubber; Electric arc; Partial discharge; Materials science; Natural rubber; Composite material; Electrical engineering; Voltage; Electrode; Engineering; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.009045863561991153,"gpt":0.2087638020275679,"spread":0.1997179384655767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001695619,0.00020818,0.0002159046,0.0005872335,0.0002547819,0.00008783046,0.0000814051,0.0001754049,0.00001067942],"category_scores_gemma":[0.00001922721,0.0001651311,0.0001533563,0.002635079,0.00002178656,0.000235632,8.085797e-7,0.0006053261,0.000008684585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056607,"about_ca_system_score_gemma":0.00002523898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003941886,"about_ca_topic_score_gemma":0.00001821348,"domain_scores_codex":[0.9987186,0.00004393985,0.0003721318,0.000263777,0.0003091351,0.0002924638],"domain_scores_gemma":[0.9994169,0.0002421385,0.000045405,0.000170785,0.00006023046,0.00006447715],"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":[0.00006205775,0.00007956145,0.0001979652,0.00007748279,0.0001197204,0.000001122667,0.0001379533,0.0889828,0.529736,0.0003967605,0.000007694637,0.3802009],"study_design_scores_gemma":[0.000172841,0.000254732,0.004715815,0.00004941558,0.00008934055,0.000002356769,0.000002438995,0.6259478,0.3681697,0.0003216905,0.000123027,0.0001508375],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784784,0.0006835147,0.2135156,0.00005827392,0.0002572831,0.0001741488,0.000003805057,0.0001762749,0.0003471461],"genre_scores_gemma":[0.9987907,0.0009040512,0.00001853643,0.00004820913,0.00007955704,0.00002319294,0.000002686401,0.0000326829,0.0001003996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536965,"threshold_uncertainty_score":0.6733851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409683815","doi":"10.1109/tdei.2025.3563164","title":"Erosion Suppression of Zinc Borate Filler in HTV Silicone Rubber Under AC Dry-Band Arcing","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Electrical Contact Performance and Analysis","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":"National Research Council Canada","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Silicone rubber; Zinc; Materials science; Erosion; Electric arc; Boron; Filler (materials); Zinc borate; Silicone; Composite material; Natural rubber; Metallurgy; Electrode; Chemistry; Fire retardant","retraction":null,"screen_n_in":null,"score":{"opus":0.008933418153523252,"gpt":0.2318071203211143,"spread":0.222873702167591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001448663,0.0001988619,0.0003179678,0.000870767,0.0001294291,0.00003583907,0.00007929068,0.0002129665,0.00002209028],"category_scores_gemma":[0.00001255781,0.0001860198,0.00008625411,0.002719248,0.00001976575,0.0002101335,0.000001137797,0.0004715658,0.000003093082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606766,"about_ca_system_score_gemma":0.0000355835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009393657,"about_ca_topic_score_gemma":0.00005438119,"domain_scores_codex":[0.9987305,0.0000421723,0.0004451557,0.000248517,0.000195806,0.0003378838],"domain_scores_gemma":[0.9994639,0.0001946599,0.00004941946,0.0001534249,0.00007393262,0.00006470007],"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":[0.0002545377,0.00037466,0.003389033,0.0001215874,0.0001249289,0.000002440571,0.0001272981,0.219577,0.6230711,0.0005678681,0.0001134979,0.152276],"study_design_scores_gemma":[0.0008076141,0.0002206626,0.01868694,0.00008189333,0.0000727044,5.870911e-7,0.000006547441,0.642606,0.3364333,0.0007819205,0.00008068868,0.0002211583],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7753142,0.0007100499,0.223051,0.00007838261,0.00009635574,0.0001611187,0.000003610689,0.00007271131,0.0005126474],"genre_scores_gemma":[0.99735,0.002243199,0.00006948084,0.00008323417,0.00001553557,0.0000228917,0.000007735511,0.00001790161,0.0001899771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423029,"threshold_uncertainty_score":0.7585665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584812881","doi":"10.1587/transele.e100.c.211","title":"Properties of Contact Lubricant under Elevated Temperature for Thin Gold Plated Surface","year":2017,"lang":"en","type":"article","venue":"IEICE Transactions on Electronics","topic":"Electrical Contact Performance and Analysis","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":"Stantec (Canada)","funders":"","keywords":"Materials science; Lubricant; Contact resistance; Contact angle; Electrical contacts; X-ray photoelectron spectroscopy; Degradation (telecommunications); Metallurgy; Composite material; Lubrication; Layer (electronics); Oxide; Chemical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01387322422692406,"gpt":0.2241906402684576,"spread":0.2103174160415335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000143627,0.0002118727,0.0003204048,0.00008774053,0.0002966062,0.00007653907,0.0002892226,0.0001630708,0.00001992412],"category_scores_gemma":[0.0000130391,0.000180677,0.0001740725,0.0002030171,0.00002832775,0.0002824538,0.000001429957,0.0004675273,0.000007380788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620641,"about_ca_system_score_gemma":0.00008992531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007072305,"about_ca_topic_score_gemma":0.0002696883,"domain_scores_codex":[0.9989285,0.00001825702,0.0002678916,0.0001890998,0.0001639699,0.0004322688],"domain_scores_gemma":[0.9992626,0.00005415214,0.0000790148,0.0004208329,0.0001216359,0.00006172745],"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":[0.0002041655,0.00009166658,0.00001368023,0.00009397673,0.0004365763,6.818923e-7,0.00009018878,0.1458306,0.8516438,0.0002115039,0.0001316813,0.001251471],"study_design_scores_gemma":[0.0007855323,0.00037348,0.0001928394,0.00007342416,0.0001881867,0.000002664037,0.00005144419,0.177609,0.8194284,0.00005479006,0.0009480934,0.0002921185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983799,0.001152991,0.01375627,0.000406766,0.0001008604,0.0003234512,0.00003311047,0.0002101915,0.0002173045],"genre_scores_gemma":[0.9981682,0.0009862824,0.00008289393,0.00006836438,0.000021202,0.00002638062,0.000009194119,0.00004204042,0.0005954537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03221532,"threshold_uncertainty_score":0.7367795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404120131","doi":"10.1016/j.ceramint.2024.10.369","title":"Corrigendum to “Preparation and arc erosion mechanism of Ni skeleton reinforced Ag-based contact materials with CuO-coated SnO2” [Ceram. Int. 50 (2024) 47202–47214]","year":2024,"lang":"en","type":"erratum","venue":"Ceramics International","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; INT; Arc (geometry); Mechanism (biology); Composite material; Erosion; Metallurgy; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.008702844958196548,"gpt":0.2339813213169882,"spread":0.2252784763587916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002002216,0.0004746911,0.0006276307,0.0007322569,0.00006415286,0.0002555363,0.0003511062,0.0004559926,0.0005319708],"category_scores_gemma":[0.00004045039,0.000434598,0.0001224926,0.0003969667,0.00002513359,0.0002183558,0.00008365405,0.0006967178,0.00005930719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640581,"about_ca_system_score_gemma":0.0001740135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002231749,"about_ca_topic_score_gemma":0.0002013253,"domain_scores_codex":[0.9978267,0.00002701395,0.0007153674,0.0004716243,0.0006280651,0.0003312261],"domain_scores_gemma":[0.9990204,0.00003391927,0.0002058753,0.0003071868,0.0003068517,0.0001257568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00100606,0.00008632455,0.00009376383,0.001903078,0.002219067,0.00007514939,0.000750408,0.009931796,0.3432969,0.01602297,0.6217362,0.002878294],"study_design_scores_gemma":[0.001456639,0.001294037,0.0002317467,0.002665707,0.0006483624,0.0000273508,0.00006688113,0.6549844,0.1837727,0.0006906663,0.152478,0.001683528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5768686,0.00272561,0.1323489,0.001760388,0.2050482,0.004338417,0.003973342,0.002284046,0.07065245],"genre_scores_gemma":[0.8900113,0.001364741,0.0004140322,0.0003379975,0.001178254,0.0001054668,0.00518461,0.0001652327,0.1012384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6450526,"threshold_uncertainty_score":0.9998106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563805866","doi":"10.1109/tdc.2006.1668638","title":"Corrosion and Current Burst Testing of Copper and Aluminum Electrical Power Connectors","year":2006,"lang":"en","type":"article","venue":"","topic":"Electrical Contact Performance and Analysis","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":"Powertech Labs (Canada)","funders":"","keywords":"Copper; Conductor; Aluminium; Materials science; Electrical conductor; Corrosion; Current (fluid); Metallurgy; Electrical resistance and conductance; Electrical contacts; Copper wire; Electrical current; Composite material; Electrical engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007324196647834739,"gpt":0.2049625985781199,"spread":0.1976384019302852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004716648,0.00008799772,0.0001515819,0.00007997968,0.00003250489,0.00001474069,0.0000280556,0.00003541527,0.00001877692],"category_scores_gemma":[0.00002133244,0.00007133362,0.00002123348,0.0002699193,0.00001892909,0.00007146726,0.00001183755,0.00009470744,0.000002316984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001451113,"about_ca_system_score_gemma":0.000005055002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005441159,"about_ca_topic_score_gemma":0.00001416769,"domain_scores_codex":[0.9995021,0.000005175396,0.0001556963,0.00009709869,0.00008155747,0.0001583809],"domain_scores_gemma":[0.9997743,0.00008236384,0.0000174069,0.00005410905,0.00003023652,0.00004158136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001300717,0.00008109331,0.6589713,0.00009665293,0.00002383926,0.000003349761,0.00005536386,0.0005200146,0.2960406,0.001763698,0.003393788,0.03903734],"study_design_scores_gemma":[0.001483843,0.0006821142,0.2690413,0.0001576098,0.0001994329,0.00003019166,0.00005147648,0.5370611,0.181754,0.0004120971,0.008161088,0.0009657264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944934,0.002294709,0.0006476403,0.00001198321,0.00002757453,0.00003937839,0.000001111664,0.00006439284,0.002419811],"genre_scores_gemma":[0.9996462,0.0001243649,0.0001273165,0.00001015482,0.00002543517,0.000001735557,0.000002916418,0.000008331473,0.0000534889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.536541,"threshold_uncertainty_score":0.2908901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}