{"meta":{"query_hash":"fdf208fea7c9","filters":{"venue":"Aerospace Systems"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/fdf208fea7c9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Aerospace+Systems"},"results":[{"id":"W2900119399","doi":"10.1007/s42401-018-0003-2","title":"Multi-target joint detection, tracking and classification based on random finite set for aerospace applications","year":2018,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Tracking (education); Computer science; Finite set; Set (abstract data type); Joint (building); Artificial intelligence; Pattern recognition (psychology); Estimator; Algorithm; Bayes' theorem; Data mining; Mathematics; Bayesian probability; Engineering; Statistics","score_opus":0.05080084225602092,"score_gpt":0.27700808888512335,"score_spread":0.22620724662910244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900119399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016422177,0.00018563063,0.9942964,0.00068596035,0.0011215551,0.0014358425,0.0000598292,0.00041903986,0.00015357637],"genre_scores_gemma":[0.93737644,0.000016459702,0.060845923,0.00021738121,0.0004860343,0.0006354185,0.000044896762,0.00003209147,0.00034534873],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979482,0.00016222298,0.0004115915,0.0007831275,0.0002999646,0.0003948502],"domain_scores_gemma":[0.9975544,0.0005960019,0.00031275526,0.0010002495,0.00037002665,0.00016653781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008658156,0.0002553352,0.0003093643,0.00013514694,0.0007224211,0.00051118847,0.0004061575,0.00017947849,0.000003592543],"category_scores_gemma":[0.0001777847,0.00023510077,0.00008718539,0.00043766457,0.00011876151,0.0003164658,0.000062000516,0.00018095355,0.000073337396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002125122,0.003004936,0.025309678,0.0028038754,0.000652716,0.000025896763,0.016585896,0.23681775,0.3310775,0.054817747,0.12839416,0.19838475],"study_design_scores_gemma":[0.001901477,0.00018934542,0.0020057845,0.00009827182,0.00001319907,0.000008459424,0.0001306154,0.9490472,0.003960749,0.00006310386,0.042279877,0.00030192966],"about_ca_topic_score_codex":0.000048115962,"about_ca_topic_score_gemma":0.00004784337,"teacher_disagreement_score":0.9357342,"about_ca_system_score_codex":0.0000631287,"about_ca_system_score_gemma":0.00004204665,"threshold_uncertainty_score":0.9587131},"labels":[],"label_agreement":null},{"id":"W2912580443","doi":"10.1007/s42401-018-00022-6","title":"Modeling hybrid polymer–nanometal lightweight structures","year":2019,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Truss; Buckling; Computer science; Shell (structure); Extensibility; Materials science; Mechanical engineering; Structural engineering; Composite material; Engineering","score_opus":0.008260362188274526,"score_gpt":0.21813049530633483,"score_spread":0.2098701331180603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912580443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846787,0.0042138523,0.0010844895,0.00011377683,0.005883984,0.0004483315,0.000029639301,0.0002587086,0.0032885512],"genre_scores_gemma":[0.99491215,0.000013012237,0.00030491975,0.0000490253,0.0003863215,0.000024555362,0.000009021866,0.000051412364,0.004249561],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99780554,0.00011179526,0.0004045264,0.00059754954,0.0005600573,0.00052056194],"domain_scores_gemma":[0.99871504,0.00008500742,0.00012951576,0.0008504218,0.000085948835,0.000134035],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032329105,0.00028605398,0.00046438962,0.00010670894,0.000116697076,0.00033598518,0.000536677,0.00009122984,0.00040113655],"category_scores_gemma":[0.000020785705,0.00024022213,0.0001270021,0.00017821397,0.00005228984,0.00029011565,0.0002062846,0.00013311685,0.0014418844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020301597,0.00001535431,0.0009473909,0.000068693465,0.000016801776,0.000009117855,0.00016143332,0.010178312,0.9831613,0.0050464277,0.0003470633,0.00002782694],"study_design_scores_gemma":[0.0005795323,0.00010125076,0.000050009243,0.00012157022,0.00003300921,0.000166518,0.00023198818,0.08077618,0.9160291,0.00023256507,0.0010794238,0.0005988713],"about_ca_topic_score_codex":0.0007500761,"about_ca_topic_score_gemma":0.000009732206,"teacher_disagreement_score":0.07059787,"about_ca_system_score_codex":0.00009882703,"about_ca_system_score_gemma":0.0000567608,"threshold_uncertainty_score":0.9993356},"labels":[],"label_agreement":null},{"id":"W3000006890","doi":"10.1007/s42401-019-00042-w","title":"Comparison of the Legendre–Gauss pseudospectral and Hermite–Legendre–Gauss–Lobatto methods for low-thrust spacecraft trajectory optimization","year":2020,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Spacecraft Dynamics and Control","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Trajectory optimization; Legendre polynomials; Mathematics; Collocation (remote sensing); Gauss pseudospectral method; Trajectory; Thrust; Applied mathematics; Mathematical optimization; Control theory (sociology); Optimal control; Mathematical analysis; Computer science; Pseudo-spectral method; Physics","score_opus":0.0184721755882465,"score_gpt":0.2930448140767249,"score_spread":0.2745726384884784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000006890","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04636378,0.0075316476,0.9390939,0.0012426289,0.0021228879,0.002089198,0.00010737019,0.00035125634,0.0010973482],"genre_scores_gemma":[0.9886571,0.00008652337,0.010386055,0.00006109812,0.00029048577,0.00013641703,0.000013749329,0.00011095703,0.0002575762],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981601,0.00015291669,0.0005509745,0.0004082777,0.00025364826,0.00047408306],"domain_scores_gemma":[0.99886847,0.000176031,0.00020906351,0.00043312018,0.000103512284,0.0002098281],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034097384,0.00038140657,0.0007749686,0.000055963766,0.00014004592,0.00010811333,0.00032676454,0.0002252228,0.000016805974],"category_scores_gemma":[0.000058062382,0.0003251599,0.00021542559,0.00035916438,0.000087271794,0.00015088827,0.000059102706,0.0002715115,0.0000039222464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000760592,0.00005739109,0.007305694,0.0010567171,0.00036240343,0.0000017599573,0.0024811744,0.87535167,0.10637291,0.0025592528,0.0030900037,0.0012849676],"study_design_scores_gemma":[0.0011055599,0.00012959322,0.0011464085,0.00008849278,0.00012119545,0.000008717933,0.0014934149,0.98716366,0.006576401,0.000006606917,0.0017836926,0.00037627402],"about_ca_topic_score_codex":0.0000705061,"about_ca_topic_score_gemma":0.00006539293,"teacher_disagreement_score":0.94229335,"about_ca_system_score_codex":0.000100269615,"about_ca_system_score_gemma":0.000044155127,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W3010799811","doi":"10.1007/s42401-020-00046-x","title":"Fault isolation of reaction wheels onboard three-axis controlled in-orbit satellite using ensemble machine learning","year":2020,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Fault detection and isolation; Reaction wheel; Computer science; Ensemble learning; Satellite; Isolation (microbiology); Fault (geology); Random forest; Decision tree; Actuator; Control theory (sociology); Artificial intelligence; Machine learning; Engineering; Aerospace engineering; Control (management)","score_opus":0.01765223227695405,"score_gpt":0.21952214722523064,"score_spread":0.20186991494827658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010799811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94735056,0.005325754,0.04091612,0.00014251238,0.0013709933,0.001347668,0.00000771473,0.00055415207,0.0029845303],"genre_scores_gemma":[0.99925095,0.000093304094,0.00013567095,0.000016140955,0.00020226186,0.000044969627,0.0000079379,0.00005831117,0.00019048121],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982384,0.00017032056,0.00072242285,0.00026717043,0.00030750243,0.00029422602],"domain_scores_gemma":[0.9992644,0.00010193258,0.000244634,0.0001916191,0.00008474489,0.000112626796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041245864,0.00025294154,0.00075849553,0.00013400678,0.000066527755,0.00006518077,0.00009870986,0.00018885275,0.000009340174],"category_scores_gemma":[0.00009806059,0.000250737,0.00014528357,0.000429897,0.000016604556,0.00023959718,0.000015369822,0.0003424704,0.000045184242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021577862,0.000011449011,0.006612824,0.00027664957,0.00009492881,0.0000046022556,0.0008064596,0.30613446,0.6850422,0.000071000315,0.00001854532,0.0007110603],"study_design_scores_gemma":[0.0033528353,0.00010848757,0.00056293624,0.00017690785,0.000033069256,0.000013575778,0.0005556756,0.98881024,0.0037608193,0.0000042159195,0.00238098,0.0002402428],"about_ca_topic_score_codex":0.0017608443,"about_ca_topic_score_gemma":0.0005528098,"teacher_disagreement_score":0.6826758,"about_ca_system_score_codex":0.0001632002,"about_ca_system_score_gemma":0.000017885768,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W3013625357","doi":"10.1007/s42401-020-00047-w","title":"Dynamics and stabilization of flexible spacecraft structures with magnetic coil-pair actuators","year":2020,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Control theory (sociology); Actuator; Spacecraft; Electromagnetic coil; Discretization; Stability (learning theory); Computer science; Physics; Engineering; Mathematics; Control (management); Aerospace engineering; Mathematical analysis","score_opus":0.005118471933018823,"score_gpt":0.1671998635863597,"score_spread":0.16208139165334087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013625357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237041,0.0016709799,0.072180286,0.00049194176,0.00024428143,0.000688624,0.000062030944,0.00035195387,0.00060584326],"genre_scores_gemma":[0.99948233,0.0000127969715,0.00022502991,0.000009286832,0.00005511733,0.000020751278,0.000012289051,0.00003687513,0.00014552694],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895793,0.00004537442,0.00028585168,0.00023459815,0.0002476151,0.0002286333],"domain_scores_gemma":[0.9994049,0.000070400514,0.000066578796,0.00021224072,0.00006703008,0.00017882494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009018937,0.00020544662,0.000410206,0.000032650576,0.000038228325,0.000052840373,0.00010089568,0.00009972179,0.000019644845],"category_scores_gemma":[0.000028020706,0.00016869845,0.00003885599,0.00021681917,0.0000824237,0.00009960153,0.000023823228,0.00011040224,0.0000035910225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043821204,0.00011029174,0.5796214,0.011268813,0.00065872393,0.000026528696,0.013670198,0.29993632,0.018096745,0.06192943,0.0010716387,0.013171721],"study_design_scores_gemma":[0.00097143714,0.0005000161,0.018383339,0.00010372944,0.000053301108,0.000014091674,0.0031493986,0.97578216,0.00018991654,0.00005813499,0.00042274533,0.00037174323],"about_ca_topic_score_codex":0.00024974695,"about_ca_topic_score_gemma":0.00040230618,"teacher_disagreement_score":0.6758458,"about_ca_system_score_codex":0.000062828934,"about_ca_system_score_gemma":0.000016801807,"threshold_uncertainty_score":0.6879323},"labels":[],"label_agreement":null},{"id":"W3023233842","doi":"10.1007/s42401-020-00049-8","title":"Observer design for linear models of multi-rate asynchronous aerospace systems","year":2020,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asynchronous communication; Control theory (sociology); Computer science; Observer (physics); Convergence (economics); Rate of convergence; Aerospace; Stability (learning theory); State (computer science); Set (abstract data type); Linear system; Mathematical optimization; Algorithm; Mathematics; Engineering; Artificial intelligence","score_opus":0.07193559640248166,"score_gpt":0.23922385182608966,"score_spread":0.16728825542360798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023233842","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027565883,0.010518331,0.95459014,0.00021197283,0.0021671536,0.0038258836,0.00017582218,0.0007145444,0.00023023912],"genre_scores_gemma":[0.99508107,0.00006655724,0.0030206195,0.000038253274,0.0005370464,0.0006653034,0.000016507567,0.0001511462,0.00042347203],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971073,0.0002826611,0.0009763178,0.0005622778,0.00038715923,0.00068426563],"domain_scores_gemma":[0.9978536,0.0005137463,0.00028015726,0.0006636431,0.00035526417,0.00033361424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095278694,0.0005126469,0.0011996711,0.000058524405,0.000109628505,0.00012459319,0.00049308804,0.00034066054,0.000004104373],"category_scores_gemma":[0.00016125636,0.00049584126,0.00028763604,0.0003386154,0.00007296885,0.00037128857,0.000044692675,0.0002264224,0.00005245118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010149734,0.000037663467,0.00024810302,0.002456765,0.0002476864,0.000004255528,0.0015366041,0.97747064,0.015074711,0.0011251698,0.0016420174,0.00005489135],"study_design_scores_gemma":[0.00202425,0.00029601125,0.000046198966,0.00031005955,0.00007621294,0.0000061210517,0.001646085,0.9912506,0.0015870683,0.000010190491,0.0022389537,0.0005082449],"about_ca_topic_score_codex":0.00059054646,"about_ca_topic_score_gemma":0.000033813605,"teacher_disagreement_score":0.96751523,"about_ca_system_score_codex":0.00019399442,"about_ca_system_score_gemma":0.00009249419,"threshold_uncertainty_score":0.9997493},"labels":[],"label_agreement":null},{"id":"W3027507659","doi":"10.1007/s42401-020-00050-1","title":"Modelling and simulation of the power subsystem of a low earth orbit CubeSat","year":2020,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Spacecraft Design and Technology","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"CubeSat; Computer science; Modular design; Satellite; Power (physics); Lookup table; Eclipse; Voltage; Simulation; Engineering; Electrical engineering; Aerospace engineering","score_opus":0.01391513343100654,"score_gpt":0.18754033035258474,"score_spread":0.1736251969215782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027507659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91092885,0.0011875462,0.086687885,0.0000890504,0.00022886666,0.00032876857,0.000005285613,0.00014624404,0.00039751153],"genre_scores_gemma":[0.99978495,0.000014128517,0.00009646116,0.0000057394636,0.000019904845,0.000005389936,3.841412e-7,0.000021710694,0.000051327937],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939996,0.000027100132,0.00021264832,0.00011032314,0.00013218845,0.00011780772],"domain_scores_gemma":[0.9995921,0.000048569727,0.000071134265,0.00020841695,0.0000433382,0.000036442158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007919522,0.00009995747,0.00024189384,0.000029439434,0.00001867297,0.000009387817,0.000100960875,0.00010704125,0.000002845647],"category_scores_gemma":[0.00001654642,0.00007744086,0.00004147011,0.0002123727,0.00003668523,0.000048096957,0.000024326717,0.000091841765,0.000004276691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046139066,0.000003059753,0.0019252239,0.00037978723,0.000025795207,6.4379793e-7,0.00068530743,0.97393566,0.022432316,0.0005513587,0.00004457888,0.00001167962],"study_design_scores_gemma":[0.00019465221,0.00003275732,0.000083372746,0.00014361159,0.000009789,0.000003105805,0.00037026545,0.9842108,0.014610844,0.000006743947,0.00026005396,0.00007402026],"about_ca_topic_score_codex":0.00004086607,"about_ca_topic_score_gemma":0.000004284486,"teacher_disagreement_score":0.08885611,"about_ca_system_score_codex":0.000009703348,"about_ca_system_score_gemma":0.0000074444647,"threshold_uncertainty_score":0.31579465},"labels":[],"label_agreement":null},{"id":"W3081526557","doi":"10.1007/s42401-020-00059-6","title":"Navigation information augmented artificial potential field algorithm for collision avoidance in UAV formation flight","year":2020,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Collision avoidance; Flexibility (engineering); GNSS applications; Computer science; Scalability; SAFER; Real-time computing; Field (mathematics); Collision; Global Positioning System; Simulation; Algorithm; Computer security","score_opus":0.016130782145383157,"score_gpt":0.23901252726593875,"score_spread":0.22288174512055559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081526557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006435362,0.00005307966,0.9879038,0.0028421364,0.0014254205,0.0010511135,0.000018372233,0.00020341198,0.00006733125],"genre_scores_gemma":[0.7948368,0.0000075519997,0.20337045,0.0006245153,0.0005274606,0.00028736316,0.00025582977,0.00001825988,0.00007176426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830335,0.00009355826,0.0005891495,0.0002682447,0.0004341772,0.00031153366],"domain_scores_gemma":[0.9990694,0.000098245066,0.00033095994,0.00025557954,0.00013968971,0.00010615607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004470155,0.00016887851,0.00023387959,0.000101718666,0.00017537034,0.00037466377,0.00040414356,0.00014434199,6.106504e-7],"category_scores_gemma":[0.00011358755,0.00017146638,0.00005848927,0.00055644393,0.00001275356,0.0025233116,0.000077333745,0.00015770421,0.000080591766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029200703,0.00030296593,0.0005020759,0.0014167321,0.00010712428,0.00011222819,0.041765235,0.513318,0.024343792,0.025561161,0.04811595,0.34416273],"study_design_scores_gemma":[0.00060542347,0.00020360951,0.00009204509,0.00014603807,0.000004734459,0.000017485509,0.00034117044,0.9904428,0.006795461,0.00007341199,0.0010894734,0.00018833447],"about_ca_topic_score_codex":0.00009121854,"about_ca_topic_score_gemma":0.0000020913471,"teacher_disagreement_score":0.7884014,"about_ca_system_score_codex":0.00011984601,"about_ca_system_score_gemma":0.000055376433,"threshold_uncertainty_score":0.6992196},"labels":[],"label_agreement":null},{"id":"W3156559864","doi":"10.1007/s42401-021-00089-8","title":"End-of-life geostationary satellite removal using realistic flat solar sails","year":2021,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Chinese Government Scholarship","keywords":"Solar sail; Geostationary orbit; Aerospace engineering; Satellite; Spacecraft; Thrust; Linearization; Physics; Ecliptic; Computer science; Geodesy; Geology; Engineering; Nonlinear system","score_opus":0.018010406682006524,"score_gpt":0.22632352876780426,"score_spread":0.20831312208579775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156559864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8150381,0.12649691,0.0313485,0.00014373827,0.0068145418,0.0011231843,0.00023411114,0.00078075455,0.018020198],"genre_scores_gemma":[0.9955195,0.00092606316,0.0012118438,0.000023131404,0.00044511317,0.000018985598,0.000060366518,0.00009550584,0.001699467],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99794483,0.00015521946,0.00065628346,0.00033512106,0.00044187286,0.0004666582],"domain_scores_gemma":[0.9986525,0.00015708957,0.00015782875,0.00059025455,0.00024403406,0.00019825454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036640806,0.00030041207,0.00062593486,0.00009477113,0.00008942671,0.000104800034,0.00014885496,0.0001916321,0.000047852012],"category_scores_gemma":[0.00008720253,0.0003137288,0.00015872491,0.0003949048,0.000048732385,0.000192178,0.00003494435,0.00017969048,0.000077229924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009682261,0.00008723808,0.030459767,0.005153951,0.0018592147,0.001175068,0.0038012336,0.3020109,0.6192961,0.017982759,0.003421078,0.014655918],"study_design_scores_gemma":[0.004203347,0.00015855512,0.010629123,0.0028865607,0.0005527038,0.002083176,0.011781727,0.4807897,0.023579298,0.000225248,0.4600566,0.0030539548],"about_ca_topic_score_codex":0.0011493375,"about_ca_topic_score_gemma":0.00019517966,"teacher_disagreement_score":0.5957168,"about_ca_system_score_codex":0.00015053869,"about_ca_system_score_gemma":0.00016548061,"threshold_uncertainty_score":0.99993145},"labels":[],"label_agreement":null},{"id":"W3166064711","doi":"10.1007/s42401-021-00097-8","title":"Flight management system for hydrogen-powered aircraft in cruise","year":2021,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cruise; Minification; Pontryagin's minimum principle; Optimal control; Control theory (sociology); Computer science; Aerospace engineering; Automotive engineering; Mathematical optimization; Engineering; Control (management); Mathematics","score_opus":0.010729803044207011,"score_gpt":0.22490295785281728,"score_spread":0.21417315480861027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166064711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.642952,0.00853652,0.20880632,0.0029587084,0.0049728234,0.009815648,0.000121190336,0.003529706,0.118307054],"genre_scores_gemma":[0.9855553,0.000060687482,0.005160807,0.00003784279,0.000028971413,0.00049756316,0.000009262009,0.000032522064,0.008617066],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982976,0.000056286808,0.00032241788,0.00056574057,0.00028153902,0.00047647263],"domain_scores_gemma":[0.99917495,0.00005095396,0.000099157885,0.00058583263,0.000013438777,0.00007564638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023594806,0.00021243372,0.00030869283,0.000050453902,0.00011010857,0.00004825066,0.0002930862,0.0001292904,0.00004109828],"category_scores_gemma":[0.000027299535,0.00020132774,0.000087152046,0.0004544572,0.00007614479,0.00016361967,0.00021810758,0.00009785583,0.00036145197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040539863,0.0017608864,0.17747563,0.0057994584,0.00069405575,0.0063566323,0.0027238296,0.08077688,0.4642429,0.15421425,0.06579771,0.039752353],"study_design_scores_gemma":[0.008543577,0.00043685606,0.010620772,0.0017194779,0.00016063775,0.00047647458,0.028091071,0.016573196,0.24303244,0.0029473118,0.6843307,0.0030674997],"about_ca_topic_score_codex":0.00008673262,"about_ca_topic_score_gemma":0.00013140045,"teacher_disagreement_score":0.61853296,"about_ca_system_score_codex":0.00045650694,"about_ca_system_score_gemma":0.000008950875,"threshold_uncertainty_score":0.8209907},"labels":[],"label_agreement":null},{"id":"W3171744708","doi":"10.1007/s42401-021-00094-x","title":"Correction to: End-of-life geostationary satellite removal using realistic flat solar sails","year":2021,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geostationary orbit; Satellite; Remote sensing; Computer science; Geodesy; Environmental science; Meteorology; Aerospace engineering; Geology; Geography; Engineering","score_opus":0.015651336918500364,"score_gpt":0.23250733896331247,"score_spread":0.2168560020448121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171744708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80526304,0.045638215,0.09319735,0.00017862668,0.03367166,0.0016668844,0.00016235666,0.0009564224,0.01926547],"genre_scores_gemma":[0.9943706,0.00035686223,0.0009608558,0.00003222236,0.00051856355,0.000026486105,0.000047142436,0.00008422519,0.0036030633],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99813914,0.00014212092,0.00057870935,0.00033405444,0.0003977805,0.00040818198],"domain_scores_gemma":[0.99871045,0.00018646322,0.00012715739,0.0004835087,0.00026949038,0.00022292149],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003445378,0.0002678879,0.00052708475,0.00011729268,0.00009361556,0.00010443026,0.00011553011,0.00013814335,0.000033238528],"category_scores_gemma":[0.00016770148,0.00028923014,0.0001284575,0.00051295134,0.000025399158,0.00016717224,0.000030818952,0.00017171324,0.00009919715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086921624,0.000047244514,0.013621526,0.0014973459,0.00069339306,0.00030047714,0.0029033327,0.51540494,0.43440065,0.0020038076,0.011201964,0.01783843],"study_design_scores_gemma":[0.002071412,0.00019466723,0.01173719,0.0029068468,0.00031352957,0.0014360487,0.009806394,0.6176163,0.024937352,0.000048755137,0.32688892,0.0020425713],"about_ca_topic_score_codex":0.002191128,"about_ca_topic_score_gemma":0.0005375572,"teacher_disagreement_score":0.4094633,"about_ca_system_score_codex":0.00021456226,"about_ca_system_score_gemma":0.00014336272,"threshold_uncertainty_score":0.999956},"labels":[],"label_agreement":null},{"id":"W3200445772","doi":"10.1007/s42401-021-00104-y","title":"LMI-based linear parameter varying PID control design and its application to an aircraft control system","year":2021,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"PID controller; Control theory (sociology); Linear matrix inequality; Norm (philosophy); Lyapunov function; Linear fractional transformation; Control system; Bounded function; Computer science; Robust control; Mathematics; Control (management); Control engineering; Engineering; Mathematical optimization; Nonlinear system; Temperature control","score_opus":0.013315923397618406,"score_gpt":0.2197978364310512,"score_spread":0.20648191303343277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200445772","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059942614,0.0032013827,0.9319327,0.00028713007,0.00083875883,0.002790218,0.000057278725,0.0007951199,0.00015478625],"genre_scores_gemma":[0.99693304,0.0000045169745,0.00109275,0.00020115536,0.00037497978,0.0012330625,0.000013787598,0.000087081484,0.00005960177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99725646,0.0005556227,0.00063126633,0.0006185077,0.00038968722,0.0005484509],"domain_scores_gemma":[0.99771035,0.0007507388,0.00011134338,0.0007217747,0.0003165444,0.00038922433],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009860978,0.00039000958,0.0008084322,0.00009173538,0.0001611654,0.00019345254,0.00021912559,0.00024499532,0.0000040938285],"category_scores_gemma":[0.00013589002,0.0003930429,0.00010795156,0.00030370045,0.000023219036,0.00023444384,0.000014972702,0.00019753975,0.00010025296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012683537,0.000040942006,0.0010783209,0.0008780248,0.00016295662,0.000024902536,0.00027772444,0.911101,0.08520071,0.0006047913,0.00009670808,0.00040711692],"study_design_scores_gemma":[0.0027792272,0.00014750278,0.00021089638,0.00026306877,0.00009337631,0.000042970703,0.00047128875,0.9908335,0.0033483128,0.0000040706345,0.0013639253,0.00044182577],"about_ca_topic_score_codex":0.00013149585,"about_ca_topic_score_gemma":0.000028104865,"teacher_disagreement_score":0.93699044,"about_ca_system_score_codex":0.00024681096,"about_ca_system_score_gemma":0.00007792408,"threshold_uncertainty_score":0.9998521},"labels":[],"label_agreement":null},{"id":"W4312106668","doi":"10.1007/s42401-022-00185-3","title":"Hybrid feedback pseudospectral method for geostationary debris removal using solar radiation pressure and impulsive thrusts","year":2022,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Spacecraft Dynamics and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pseudo-spectral method; Hybrid system; Gauss pseudospectral method; Geostationary orbit; Control theory (sociology); Classification of discontinuities; Controller (irrigation); Legendre polynomials; Computer science; Mathematics; Mathematical analysis; Engineering; Aerospace engineering; Control (management)","score_opus":0.005759008999952854,"score_gpt":0.2255421689401478,"score_spread":0.21978315994019496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312106668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3164598,0.01574591,0.66150606,0.0004199369,0.00239972,0.0022110937,0.0007053452,0.0003414757,0.00021061795],"genre_scores_gemma":[0.9908841,0.000049625403,0.007977061,0.00003496468,0.00018856708,0.00020723527,0.00006160212,0.00007199525,0.0005248309],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890494,0.000084654705,0.00021475913,0.00026339557,0.00021600978,0.0003162338],"domain_scores_gemma":[0.9994726,0.000117527685,0.00008998983,0.00018968573,0.000053017586,0.000077157514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034492995,0.0001843909,0.00026861884,0.000071260554,0.0002874568,0.00008993659,0.000102752325,0.000047554426,0.000011671334],"category_scores_gemma":[0.000019610861,0.00021009761,0.00007543754,0.00010517258,0.000012192484,0.0001488076,0.00004076571,0.00016177275,0.0000013573002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007814903,0.000021865553,0.0013198612,0.00027961275,0.00046387623,0.000029653134,0.0009243872,0.9380317,0.048822675,0.0018513387,0.0044515273,0.0037253948],"study_design_scores_gemma":[0.00087188184,0.00006459428,0.00062297075,0.000012902702,0.00010812359,0.0002715542,0.00056725787,0.98960066,0.00023503265,0.00015164094,0.0072522736,0.00024109722],"about_ca_topic_score_codex":0.0004192307,"about_ca_topic_score_gemma":0.000013151201,"teacher_disagreement_score":0.6744243,"about_ca_system_score_codex":0.00013974156,"about_ca_system_score_gemma":0.000033609253,"threshold_uncertainty_score":0.85675323},"labels":[],"label_agreement":null},{"id":"W4388993467","doi":"10.1007/s42401-023-00254-1","title":"Utilizing deep reinforcement learning for tactile-based autonomous capture of non-cooperative objects in space","year":2023,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Robot Manipulation and Learning","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Reinforcement learning; Task (project management); Artificial intelligence; Computer science; Focus (optics); Robot; Function (biology); Robotics; Tactile sensor; Human–computer interaction; Engineering; Systems engineering","score_opus":0.01889978597540402,"score_gpt":0.24803240434508286,"score_spread":0.22913261836967885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388993467","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31722087,0.0006908133,0.6594298,0.00019840099,0.0021192473,0.0030581313,0.0000015862927,0.0014523868,0.015828777],"genre_scores_gemma":[0.99760735,0.00000861353,0.00021628037,0.000009575653,0.00005866608,0.0001478941,0.000039274404,0.000059575854,0.0018527926],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99887305,0.00005160308,0.00033816329,0.00020244169,0.00017717901,0.00035756372],"domain_scores_gemma":[0.9994149,0.00016884418,0.00010802546,0.000174149,0.000072952695,0.00006113087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032453425,0.00019375335,0.0003500222,0.00022076313,0.000085375235,0.000050054747,0.00009508692,0.00012518642,0.000012907957],"category_scores_gemma":[0.00010011775,0.00020347557,0.000070242946,0.00052421645,0.00001542505,0.00012276674,0.000017781154,0.00025061014,0.000037999063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011441205,0.000004274203,0.0017791468,0.00036362372,0.000022546252,0.0000055474834,0.0037184109,0.9857645,0.007732902,0.00027465777,0.0002615427,0.00006142771],"study_design_scores_gemma":[0.0007258613,0.000060226117,0.0013975111,0.00023422972,0.000008008174,0.0000015061953,0.00588734,0.9879078,0.0026180134,6.604562e-7,0.00095768366,0.00020112284],"about_ca_topic_score_codex":0.00030603152,"about_ca_topic_score_gemma":0.00013993234,"teacher_disagreement_score":0.6803864,"about_ca_system_score_codex":0.0001638269,"about_ca_system_score_gemma":0.000041933134,"threshold_uncertainty_score":0.8297493},"labels":[],"label_agreement":null},{"id":"W4389671876","doi":"10.1007/s42401-023-00258-x","title":"Transition control of the blasius boundary layer using linear robust control theory","year":2023,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Laminar flow; Boundary layer; Robustness (evolution); Turbulence; Boundary (topology); Mathematics; Computer science; Mathematical analysis; Applied mathematics; Mechanics; Physics; Artificial intelligence; Chemistry","score_opus":0.011346833602676963,"score_gpt":0.1992125135752784,"score_spread":0.18786567997260142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389671876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75852567,0.00211993,0.23290633,0.00026933046,0.0036632465,0.0010804874,0.00025076445,0.0005174436,0.0006667729],"genre_scores_gemma":[0.9993666,0.000023680885,0.000043392254,0.00004083861,0.00018468444,0.000022872382,0.0000069061043,0.000053132153,0.0002579381],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989559,0.00011441933,0.00027891077,0.00014429288,0.00023100495,0.0002754698],"domain_scores_gemma":[0.9994065,0.000109198656,0.0000559183,0.0003221437,0.00005806566,0.000048168647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004648396,0.00016572115,0.00028788668,0.000059737824,0.00010453551,0.000041691477,0.00015625505,0.000115200855,0.000008776369],"category_scores_gemma":[0.0000174961,0.00012644533,0.0001426754,0.0002845749,0.00005742989,0.000078749166,0.000015038501,0.000155867,0.00003253824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016526723,0.000008025377,0.00024658235,0.00013577909,0.00010421666,0.0000040459768,0.00026094975,0.97161937,0.025135107,0.0020971352,0.00033944743,0.000032788583],"study_design_scores_gemma":[0.0009979021,0.000017345894,0.00029978488,0.00012151013,0.00006163089,0.000010078344,0.00011769738,0.9974439,0.00024442963,0.0000776003,0.0004712787,0.00013680283],"about_ca_topic_score_codex":0.00007820164,"about_ca_topic_score_gemma":0.000018134297,"teacher_disagreement_score":0.24084087,"about_ca_system_score_codex":0.000058029807,"about_ca_system_score_gemma":0.000026736938,"threshold_uncertainty_score":0.5156291},"labels":[],"label_agreement":null},{"id":"W4402970321","doi":"10.1007/s42401-024-00322-0","title":"Efficient machine learning based techniques for fault detection and identification in spacecraft reaction wheel","year":2024,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Spacecraft; Reaction wheel; Identification (biology); Fault detection and isolation; Computer science; Fault (geology); Artificial intelligence; Engineering; Aerospace engineering; Geology; Biology; Seismology","score_opus":0.006192778854810031,"score_gpt":0.2227116455817488,"score_spread":0.21651886672693876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402970321","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43379545,0.005635535,0.55024433,0.00023043957,0.003942555,0.0024208946,0.000022241007,0.003251297,0.0004572289],"genre_scores_gemma":[0.9984192,0.00003067388,0.000050349536,0.0000034868117,0.000141872,0.0006232289,0.000009267851,0.000050443097,0.00067144557],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902326,0.0000654448,0.00030175314,0.00026866898,0.00014733787,0.00019351619],"domain_scores_gemma":[0.9996475,0.00008397171,0.000045784032,0.00013591777,0.00003918409,0.000047647332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006005042,0.00016138126,0.00019008742,0.00027120655,0.00008149455,0.00020978806,0.000041177605,0.00014360891,0.0000010344852],"category_scores_gemma":[0.000042631713,0.00016156043,0.000054141983,0.00029402622,0.000012926539,0.00008971929,0.000005437782,0.00021075894,0.000015227997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026252168,0.000012406908,0.00019241459,0.0009910753,0.000027374697,0.0000027349192,0.0002895677,0.17854278,0.80976385,0.000080879916,0.00009392608,0.00997676],"study_design_scores_gemma":[0.00025546155,0.00005060748,0.00027469147,0.00024367968,0.00001388254,0.00001763337,0.00028764727,0.96041197,0.016351687,0.0000030354581,0.02192815,0.00016156073],"about_ca_topic_score_codex":0.0004921464,"about_ca_topic_score_gemma":0.00044501392,"teacher_disagreement_score":0.79341215,"about_ca_system_score_codex":0.00023167742,"about_ca_system_score_gemma":0.000009324094,"threshold_uncertainty_score":0.6588243},"labels":[],"label_agreement":null},{"id":"W4412932503","doi":"10.1007/s42401-025-00377-7","title":"Nonlinear $${\\mathcal {H}}_\\infty $$ control for spacecraft formation flight","year":2025,"lang":"en","type":"article","venue":"Aerospace Systems","topic":"Spacecraft Dynamics and Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Spacecraft; Nonlinear system; Aerospace engineering; Physics; Control (management); Control theory (sociology); Computer science; Engineering; Quantum mechanics; Artificial intelligence","score_opus":0.003614215155925523,"score_gpt":0.20251142136959124,"score_spread":0.19889720621366572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412932503","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019436771,0.0019061229,0.9668194,0.0013114596,0.0029952575,0.0018555783,0.0001473678,0.0006906491,0.0048373677],"genre_scores_gemma":[0.9946012,0.00003923932,0.0006759805,0.00011774474,0.0002695484,0.00051225506,0.000035652094,0.000049989583,0.003698379],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873906,0.000028678021,0.0003773116,0.00022281504,0.00017664858,0.00045546083],"domain_scores_gemma":[0.9991852,0.00013769275,0.00006390753,0.0003815333,0.0001369531,0.00009468788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002812175,0.00026920138,0.0004295634,0.00013046018,0.00013725915,0.00016087494,0.0001923765,0.00020181939,0.0000049602236],"category_scores_gemma":[0.000042015618,0.00025651898,0.00016450597,0.00022037746,0.000025062971,0.00021636715,0.000017300188,0.00014992536,0.000062960644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064086274,0.00039025425,0.010167734,0.0068183974,0.0026820772,0.000036501577,0.0024099252,0.27036643,0.30216846,0.16442078,0.23050502,0.009393569],"study_design_scores_gemma":[0.0020476978,0.00004185463,0.0001914979,0.000115845025,0.000060084334,0.0000054582215,0.00020352384,0.9209439,0.0006216352,0.000084781765,0.07543625,0.000247428],"about_ca_topic_score_codex":0.0000609865,"about_ca_topic_score_gemma":0.000113966766,"teacher_disagreement_score":0.9751644,"about_ca_system_score_codex":0.00016025333,"about_ca_system_score_gemma":0.000031784362,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null}]}