{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"b4632b6616a6","filters":{"venue":"Space Science & Technology"}},"results":[{"id":"W4387016213","doi":"10.34133/space.0077","title":"Dynamics and Control of Flexible Satellite Using Reaction Sphere Actuators","year":2023,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Control theory (sociology); Linear-quadratic-Gaussian control; Gimbal; Actuator; Reaction wheel; Spacecraft; Nonlinear system; Computer science; Jacobian matrix and determinant; Attitude control; Optimal control; Control engineering; Engineering; Mathematics; Control (management); Physics; Mathematical optimization; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007026162633069892,"gpt":0.2271911141835153,"spread":0.2201649515504454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350761,0.0001311814,0.000229845,0.0007928901,0.0001012974,0.00002603077,0.0002035208,0.000156439,0.00000586598],"category_scores_gemma":[0.00004690215,0.0001268174,0.00002898323,0.002886278,0.0005196397,0.0001991676,0.00004534255,0.00014637,0.00002339759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342528,"about_ca_system_score_gemma":0.00005096342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007088844,"about_ca_topic_score_gemma":0.00006301782,"domain_scores_codex":[0.9989613,0.000007422972,0.0001758307,0.0002498107,0.0001867573,0.0004188295],"domain_scores_gemma":[0.9994701,0.00002419166,0.00006163982,0.0003108529,0.00007266513,0.00006051271],"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":[0.00001075379,0.000008829792,0.0150408,0.00006422745,0.00003600893,0.00001034286,0.0002923015,0.003454717,0.794919,0.0465969,0.00001074472,0.1395553],"study_design_scores_gemma":[0.001132824,0.0001905293,0.01021731,0.0001476238,0.00006357466,0.0001041428,0.0109036,0.8716663,0.09645265,0.004672998,0.00382133,0.0006271271],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659228,0.001067112,0.02893728,0.0005535603,0.0005458339,0.0002701793,0.000007223184,0.001088723,0.001607276],"genre_scores_gemma":[0.9990069,0.0001997503,0.0005189549,0.00000501276,0.00002019888,0.000009104318,6.396691e-7,0.00001919383,0.0002202489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8682116,"threshold_uncertainty_score":0.5171463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387245680","doi":"10.34133/space.0078","title":"Space Noncooperative Target Trajectory Tracking Based on Maneuvering Parameter Estimation","year":2023,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Space Satellite Systems and Control","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":"University of Alberta","funders":"","keywords":"Trajectory; Tracking (education); Discretization; Control theory (sociology); Computer science; Spacecraft; Mathematics; Artificial intelligence; Engineering; Physics; Control (management); Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.009788090742362029,"gpt":0.2354235565444995,"spread":0.2256354658021374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005039838,0.0002364916,0.0002591033,0.001548032,0.0002425426,0.0001007199,0.0004087768,0.0001836619,0.00003047181],"category_scores_gemma":[0.0002371024,0.0002240105,0.00005464217,0.003739468,0.0003785822,0.0002936317,0.00004064166,0.0003415811,0.0003217731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326039,"about_ca_system_score_gemma":0.00008505635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001390426,"about_ca_topic_score_gemma":0.00002190107,"domain_scores_codex":[0.9982842,0.0000197087,0.000191324,0.0004586711,0.0003630965,0.0006830214],"domain_scores_gemma":[0.9992225,0.00008860066,0.00004706247,0.0004802263,0.0000768993,0.00008474432],"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":[0.000006735171,0.00001219099,0.0006851879,0.00002885241,0.000008766495,0.00003097854,0.0003632726,0.8546594,0.1293121,0.002633368,0.0001886826,0.01207051],"study_design_scores_gemma":[0.0002729624,0.0001153654,0.001030666,0.00006631469,0.000005577462,0.000006751563,0.0006313938,0.9003947,0.09465884,0.0003664595,0.002184906,0.0002660261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134001,0.0002822532,0.1623142,0.00475468,0.002108981,0.001084131,0.00001417354,0.00702345,0.009018001],"genre_scores_gemma":[0.9928045,0.00001148899,0.006753165,0.00004520552,0.00004059006,0.00007963352,0.000002370225,0.00003705216,0.0002259922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1794044,"threshold_uncertainty_score":0.9134883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409983556","doi":"10.34133/space.0291","title":"Review of Autonomous Space Robotic Manipulators for On-Orbit Servicing and Active Debris Removal","year":2025,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Space debris; Debris; Orbit (dynamics); Computer science; Aerospace engineering; Robot manipulator; Space (punctuation); Engineering; Robot; Geology; Artificial intelligence; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.006982461056319895,"gpt":0.2431369651844431,"spread":0.2361545041281232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000358996,0.0001798457,0.0004208621,0.0006960427,0.0001188826,0.00001908188,0.000350031,0.0001352254,0.000004132838],"category_scores_gemma":[0.0001453614,0.0001667128,0.0000552732,0.001776879,0.0003237708,0.0001103057,0.00008338403,0.0001698938,0.000005098083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659849,"about_ca_system_score_gemma":0.000102752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004763214,"about_ca_topic_score_gemma":0.00004388985,"domain_scores_codex":[0.9988575,0.000009369794,0.0002292605,0.0003634515,0.0001307566,0.0004096919],"domain_scores_gemma":[0.9992453,0.00005318332,0.00007728244,0.0004497167,0.0001242208,0.00005026678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006652166,0.00008644621,0.002203899,0.01614885,0.0002765046,0.00003118487,0.0006971717,0.02006067,0.1914089,0.4718511,0.002253157,0.2949156],"study_design_scores_gemma":[0.00374299,0.001297258,0.004081151,0.04159476,0.0005540963,0.0004787158,0.006347511,0.2487208,0.4745358,0.01911489,0.1970528,0.002479158],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5475733,0.2511036,0.09556769,0.05273045,0.004367119,0.00794696,0.00003370507,0.003433091,0.03724409],"genre_scores_gemma":[0.993454,0.002598901,0.003212042,0.0002390367,0.0000171953,0.00006174517,5.790653e-7,0.00002106686,0.0003954706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4527362,"threshold_uncertainty_score":0.6798351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384666377","doi":"10.34133/space.0057","title":"Dynamic Modeling and Analysis of Electrodynamic Multi-tether System","year":2023,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Propellant; Current (fluid); Collision; Libration (molecule); Aerospace engineering; Vibration; System dynamics; Computer science; Physics; Space debris; Control theory (sociology); Simulation; Mechanics; Engineering; Spacecraft; Control (management); Mathematics; Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.005179912986158293,"gpt":0.2246698909336264,"spread":0.2194899779474681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309362,0.0001340214,0.0003481926,0.003181532,0.00009046315,0.00002241368,0.0003108193,0.0001302924,0.00000216972],"category_scores_gemma":[0.00003092764,0.0001239891,0.00005799825,0.009183161,0.0002778253,0.00009430775,0.00006658569,0.0001373299,0.00001706205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304774,"about_ca_system_score_gemma":0.00003003966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005897474,"about_ca_topic_score_gemma":0.0002285485,"domain_scores_codex":[0.9988293,0.000008933001,0.0002036005,0.0003142552,0.0001888297,0.0004550598],"domain_scores_gemma":[0.9994262,0.00001452032,0.00004304664,0.00039403,0.00007434059,0.00004789461],"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":[0.000002086395,0.000005444428,0.003874935,0.00006822924,0.0001962157,0.000005755223,0.0002459397,0.5384015,0.4464025,0.006841383,0.000001648721,0.003954288],"study_design_scores_gemma":[0.0001233503,0.00001904356,0.001059205,0.00002151517,0.00009353852,0.000005099528,0.001596818,0.9958493,0.001032818,0.00005606809,0.0000251657,0.0001180958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334387,0.0009187727,0.06368484,0.0001623831,0.0001397113,0.0001600397,0.000006356435,0.001215402,0.0002738319],"genre_scores_gemma":[0.9987657,0.0001027769,0.000976625,0.000001841155,0.000003154689,0.0000205067,0.000001477266,0.00001770316,0.0001102076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4574477,"threshold_uncertainty_score":0.5056127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405501123","doi":"10.34133/space.0238","title":"Advances in Spacecraft Dynamics and Control","year":2024,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Spacecraft; Dynamics (music); Astrobiology; Computer science; Aerospace engineering; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.001671458631709361,"gpt":0.2048487155158167,"spread":0.2031772568841073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010468,0.0001380247,0.0001912134,0.001102633,0.00005407608,0.00008849991,0.0002288483,0.0001218244,0.000007692647],"category_scores_gemma":[0.00004169628,0.0001233991,0.00001974015,0.002084453,0.0005660629,0.000397974,0.00003754549,0.0002504595,0.00003429805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625006,"about_ca_system_score_gemma":0.00004930613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656216,"about_ca_topic_score_gemma":0.0005759003,"domain_scores_codex":[0.9989511,0.00000597371,0.0001310708,0.0003233093,0.0001452092,0.000443298],"domain_scores_gemma":[0.9996563,0.00003015065,0.00001177689,0.0002220803,0.00002379917,0.00005591872],"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":[0.000008358174,0.0000145969,0.02166383,0.0002359144,0.00001684957,0.0001490036,0.0004468157,0.007203099,0.07809584,0.4451341,0.00006891696,0.4469626],"study_design_scores_gemma":[0.0004928894,0.00009229204,0.00105879,0.0001959054,0.00001106787,0.0001047559,0.001742947,0.93229,0.002807955,0.00834926,0.0524657,0.0003884396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4774199,0.2552586,0.1725644,0.02692595,0.004925867,0.00160233,0.00003664866,0.006820034,0.05444627],"genre_scores_gemma":[0.9979692,0.001435942,0.0003059451,0.00001424879,0.00002654351,0.00003169585,2.26579e-7,0.00001655491,0.0001996634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9250869,"threshold_uncertainty_score":0.503207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309085766","doi":"10.34133/2022/9760968","title":"Overview of the CHILL-ICE 2021 Science Experiments and Research Campaign","year":2022,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Technische Universiteit Delft; Háskólinn í Reykjavík; Hague University of Applied Sciences; Kwantlen Polytechnic University","keywords":"Aeronautics; Crew; Inflatable; Lava; Terrain; Astrobiology; Engineering; Aerospace engineering; Geology; Meteorology; Volcano; Geography; Mechanical engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.04745313044454155,"gpt":0.342358785997754,"spread":0.2949056555532125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001990333,0.00006815876,0.00009518426,0.0005868846,0.002056557,0.00005511487,0.001384537,0.00001467986,0.0001333052],"category_scores_gemma":[0.00005051366,0.00005120791,0.00001692411,0.007556185,0.004943761,0.0004747762,0.001253437,0.0002855731,0.00001884932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006105995,"about_ca_system_score_gemma":0.0005812485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572214,"about_ca_topic_score_gemma":0.000005283807,"domain_scores_codex":[0.9980846,0.00004835041,0.0001111382,0.0004087591,0.0009010672,0.0004461],"domain_scores_gemma":[0.9992408,0.00002167789,0.0000751561,0.0004871043,0.0001213211,0.00005394082],"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":[0.000006377136,0.0001116903,0.09949154,0.00000439824,0.000004147042,0.000001144439,0.002595458,0.0005356199,0.6556901,0.2305533,0.0003992098,0.01060709],"study_design_scores_gemma":[0.000706399,0.0007936874,0.04429544,0.00006910131,0.00001453356,0.000033346,0.08737294,0.007235338,0.7321308,0.0875,0.03923878,0.0006096591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933348,0.0002599889,0.00005147833,0.003106101,0.0002051814,0.0002055996,0.00001015877,0.00001246735,0.002814269],"genre_scores_gemma":[0.999514,0.00001043116,0.0002246798,0.00002905822,0.00001583118,0.00003054377,0.000001184688,0.000002301175,0.0001719251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1430533,"threshold_uncertainty_score":0.9992426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390013180","doi":"10.34133/space.0103","title":"Pre-Coded Inter-Satellite Routing Algorithm with Load Balancing for Mega-Constellation Networks","year":2023,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Satellite Communication Systems","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":"Simon Fraser University","funders":"","keywords":"Satellite constellation; Constellation; Computer science; Mega-; Routing algorithm; Satellite; Load balancing (electrical power); Computer network; Algorithm; Routing (electronic design automation); Distributed computing; Routing protocol; Geography; Engineering; Geodesy; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01197480926137707,"gpt":0.249868404581573,"spread":0.2378935953201959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00098924,0.0001867272,0.0002331606,0.000755987,0.0002531057,0.0001011459,0.0007847216,0.0001796446,0.000004133923],"category_scores_gemma":[0.0001085523,0.0001766684,0.00003383325,0.004494051,0.0005037452,0.0002828652,0.0001729388,0.000262563,0.00003437339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181042,"about_ca_system_score_gemma":0.00008951669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001819713,"about_ca_topic_score_gemma":0.00004235148,"domain_scores_codex":[0.9983782,0.00001837268,0.0002965369,0.0003902088,0.0002620496,0.0006546765],"domain_scores_gemma":[0.9986606,0.000142088,0.00009929765,0.0008210616,0.0002119327,0.00006500849],"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":[0.00001658285,0.00001308649,0.01023974,0.00007216496,0.00004801521,0.000006640842,0.001933957,0.2702286,0.03082214,0.00397349,0.0001720973,0.6824735],"study_design_scores_gemma":[0.0002619122,0.00005826429,0.0005073022,0.000130453,0.000008065187,0.00003099007,0.001101091,0.9687794,0.01300439,0.0002966488,0.01557238,0.0002490508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1028523,0.002586347,0.8768306,0.001152024,0.001227237,0.001554866,0.000007832584,0.007241158,0.006547689],"genre_scores_gemma":[0.9803872,0.0002399608,0.01902644,0.00001418921,0.0000519776,0.00006049453,0.000006855405,0.00003968087,0.0001731659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.877535,"threshold_uncertainty_score":0.7204327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353065597","doi":"10.34133/space.0032","title":"Multiphysics Numerical Simulation and Geometric Optimization of a Micronozzle for the MEMS Thruster","year":2023,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiphysics; Mechanical engineering; Microelectromechanical systems; Nozzle; Heat transfer; Microfabrication; Engineering; Finite element method; Mechanics; Materials science; Fabrication; Structural engineering; Physics; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.01382377678840962,"gpt":0.2581281967970784,"spread":0.2443044200086688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001707778,0.00005995079,0.00008203686,0.0005744614,0.0001110023,0.00001648558,0.0001365364,0.00006544467,0.00000349321],"category_scores_gemma":[0.00009865656,0.00004728423,0.00001608432,0.00398089,0.0002414564,0.0001330685,0.00002494233,0.00005595054,0.000002759411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002541639,"about_ca_system_score_gemma":0.00001805945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002683232,"about_ca_topic_score_gemma":0.000001086863,"domain_scores_codex":[0.9995025,0.000002407241,0.00009505606,0.0001294613,0.00008948389,0.0001810285],"domain_scores_gemma":[0.9996654,0.00009990068,0.00001111095,0.0001352355,0.00007020754,0.00001812622],"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":[0.000002475533,0.000003422977,0.0001553309,0.00001076603,0.000002971155,5.042664e-8,0.00009961325,0.9837981,0.006382903,0.0003164526,0.00001507476,0.009212879],"study_design_scores_gemma":[0.000137447,0.00003501793,0.0004207762,0.000003986941,0.000007703948,5.296543e-7,0.0001345591,0.983205,0.01565002,0.0001607012,0.0001914803,0.0000527608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03504349,0.00009014983,0.9636563,0.0005430453,0.0001052683,0.0002544278,0.000004113297,0.0002534924,0.0000497177],"genre_scores_gemma":[0.989177,0.00008757603,0.01066987,0.000007603716,0.00001035011,0.00002295555,0.000002426484,0.00000975195,0.00001245175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9541335,"threshold_uncertainty_score":0.1928195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393234504","doi":"10.34133/space.0150","title":"Parameter Precise Estimation Technology of Active Segment of Non-cooperative Targets Based on Long Short-Term Memory","year":2024,"lang":"en","type":"article","venue":"Space Science & Technology","topic":"Image and Object Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"General Motors (Canada)","funders":"National Natural Science Foundation of China","keywords":"Term (time); Computer science; Long short term memory; Estimation; Artificial intelligence; Engineering; Physics; Artificial neural network; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00736389563718699,"gpt":0.2771327601351506,"spread":0.2697688644979636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005563228,0.0002296281,0.0003413625,0.003854336,0.0001579769,0.00007104816,0.001411251,0.0002646627,0.00001399113],"category_scores_gemma":[0.0003058607,0.0001984201,0.00007692941,0.006022033,0.001683001,0.0007571239,0.0004019392,0.0004053253,0.00001570874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421725,"about_ca_system_score_gemma":0.0004363801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137047,"about_ca_topic_score_gemma":0.00001009304,"domain_scores_codex":[0.9978715,0.00003217279,0.0003513906,0.0008200791,0.000490434,0.0004344307],"domain_scores_gemma":[0.9983379,0.0001022771,0.0001373974,0.001001166,0.0003699324,0.00005137327],"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":[0.00001887794,0.0001301865,0.0001339203,0.00005460631,0.00001558498,0.00003810047,0.0004933749,0.001118046,0.3587698,0.003988342,0.00005465631,0.6351845],"study_design_scores_gemma":[0.00009362731,0.0008812693,0.0002093746,0.0001641484,0.000008853881,0.00002006858,0.0001279821,0.1365906,0.8590589,0.002655688,0.00002999441,0.0001594611],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0898812,0.0001468709,0.9055706,0.001778461,0.0003260634,0.000582911,0.000005196471,0.0008800029,0.0008287152],"genre_scores_gemma":[0.8966541,0.0000142054,0.1030924,0.00002998417,0.000007550513,0.0001106746,6.873497e-7,0.00001114117,0.00007917375],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8067729,"threshold_uncertainty_score":0.8091336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}