{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":318,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":318,"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":"d377cf12c7ab","filters":{"topic":"Simulation and Modeling Applications"}},"results":[{"id":"W2012048514","doi":"10.5539/cis.v2n1p103","title":"Simulation Research of Extension Control Based on Crane-Double Pendulum System","year":2009,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Computer science; Extension (predicate logic); Double pendulum; Pendulum; Control (management); Control theory (sociology); Inverted pendulum; Artificial intelligence; Mechanical engineering; Programming language; Physics; Nonlinear system","retraction":null,"screen_n_in":null,"score":{"opus":0.051439300983851,"gpt":0.3326918867345293,"spread":0.2812525857506783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062064,0.00004677306,0.00006581678,0.0003339963,0.0001523555,0.00007350138,0.00009911352,0.00002451144,0.000002186456],"category_scores_gemma":[0.00001668145,0.00004262066,0.0000121624,0.0004228638,0.00005320449,0.0009548965,0.000007523286,0.00006154483,0.00001697822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003684923,"about_ca_system_score_gemma":0.00002518969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001873865,"about_ca_topic_score_gemma":4.387207e-8,"domain_scores_codex":[0.9992651,0.000008897111,0.0002057718,0.00007195056,0.0003389263,0.0001093886],"domain_scores_gemma":[0.9992865,0.00008987439,0.00002829683,0.0001664372,0.0003765266,0.00005232469],"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":[0.000007741127,0.000004388351,0.00001389238,0.00001442133,3.141249e-7,2.142364e-8,0.0001357108,0.9835973,0.000269984,0.003856079,0.00003384499,0.01206635],"study_design_scores_gemma":[0.0004883488,0.00004523883,0.004850425,0.00003137917,0.000001003111,3.941456e-7,0.00002218763,0.9935673,0.0004140175,0.00002420185,0.0005120337,0.00004342488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07720519,0.000005669522,0.9177013,0.00007023512,0.00009579831,0.0002075813,0.000001968415,0.0001175744,0.004594663],"genre_scores_gemma":[0.9980404,0.000001370012,0.001779743,0.0001476506,0.00002033698,0.000003310058,0.000004123102,0.000001556512,0.000001449601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9208353,"threshold_uncertainty_score":0.173802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407946340","doi":"10.1109/mnet.2025.3545609","title":"AIGC-Driven Real-Time Interactive 4-D Traffic Scene Generation in Vehicular Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Network","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Concordia University","funders":"","keywords":"Computer science; Computer network; Real-time computing; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.01172271458424947,"gpt":0.2499396578925585,"spread":0.2382169433083091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001007208,0.0001230945,0.0001495044,0.0000866278,0.00006363034,0.00003213419,0.00009286824,0.0001160617,0.00001537603],"category_scores_gemma":[0.000005003263,0.0001415196,0.00004548742,0.0004345004,0.00001248657,0.0000671504,0.000009538666,0.0001822216,0.00004225004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153931,"about_ca_system_score_gemma":0.00001683479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001355284,"about_ca_topic_score_gemma":0.00007892126,"domain_scores_codex":[0.9992604,0.00003369572,0.0002427964,0.0001811667,0.00006584591,0.0002161508],"domain_scores_gemma":[0.9996217,0.00006655946,0.00002398124,0.0002114331,0.00003795634,0.00003829443],"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":[0.000009296142,0.00001461831,0.00005590373,0.000003816493,0.00002213422,0.000001025808,0.00006625838,0.9727687,0.0009444478,0.00004563484,0.02269864,0.003369493],"study_design_scores_gemma":[0.0002565973,0.000004993136,0.0007227617,0.00005108181,0.0000134734,4.287182e-7,0.000004914401,0.9955679,0.0001661074,0.00006698151,0.003026065,0.0001186711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446808,0.0004192575,0.1436471,0.0001570066,0.002700684,0.0005252635,0.000002868338,0.000655547,0.007211407],"genre_scores_gemma":[0.996897,0.0001533581,0.001108105,0.0001235769,0.001333011,0.0000771711,0.00006689522,0.00002371029,0.0002172184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1522161,"threshold_uncertainty_score":0.5771002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550267223","doi":"10.1139/tcsme-2013-0011","title":"DESIGN OF A SONIC DRILL BASED ON VIRTUAL PROTOTYPE TECHNOLOGY","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Key (lock); Virtual prototyping; Component (thermodynamics); Drill; Computer science; Sampling (signal processing); Software; Design cycle; Simulation; Engineering; Mechanical engineering; Systems engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0127030518289463,"gpt":0.2008635296743734,"spread":0.1881604778454271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008063507,0.00009435617,0.0001243045,0.00008557078,0.00007626846,0.000005778667,0.0001780412,0.0001516088,0.00003972838],"category_scores_gemma":[0.00001679889,0.00008804513,0.0001987372,0.0003035722,0.00002278474,0.00003061726,0.000001513144,0.0001573302,0.000002714774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457498,"about_ca_system_score_gemma":0.0001067106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005469922,"about_ca_topic_score_gemma":0.0003106979,"domain_scores_codex":[0.9994624,0.000003313626,0.0001800809,0.00009137185,0.00008076637,0.0001820736],"domain_scores_gemma":[0.9994982,0.00007781074,0.00001983148,0.000251106,0.00006947613,0.00008352986],"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":[0.000001584695,0.000008235293,2.815396e-7,0.00002883347,0.00003337024,6.205519e-9,0.00003003258,0.9843359,0.01242012,0.002067315,0.00005271717,0.001021614],"study_design_scores_gemma":[0.0002152863,0.00005875228,0.000003933503,0.0000288165,0.00002395313,3.371938e-7,0.00002293655,0.9739613,0.0249506,0.0002668584,0.0003862661,0.00008093406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003118741,0.00001255079,0.9951778,0.0004170658,0.0001027725,0.001002354,0.00002680257,0.0001242862,0.00001763298],"genre_scores_gemma":[0.9659368,0.000002308896,0.03347887,0.00004304557,0.000008529973,0.0004796522,0.000001834437,0.00002915481,0.0000198151],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.962818,"threshold_uncertainty_score":0.3590376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575565646","doi":"10.1023/a:1008318925663","title":"An Algorithm of Global Optimization for Rational Functions with Rational Constraints","year":2000,"lang":"en","type":"article","venue":"Journal of Global Optimization","topic":"Simulation and Modeling Applications","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":"Simon Fraser University","funders":"National Science Foundation","keywords":"Mathematics; Nonlinear programming; Mathematical optimization; Nonlinear system; Reliability (semiconductor); Rational function; Algorithm; Pure mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.008889216610178687,"gpt":0.2523837593612497,"spread":0.243494542751071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155369,0.0001387512,0.0001907332,0.00004459369,0.0001038384,0.00004953685,0.0001108722,0.00009589612,0.0005493523],"category_scores_gemma":[0.00002181478,0.0001334808,0.00007928161,0.0003857361,0.00006591054,0.0005138366,0.000002739955,0.00006360795,0.000002646822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355544,"about_ca_system_score_gemma":0.0002127836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002835431,"about_ca_topic_score_gemma":0.000005588784,"domain_scores_codex":[0.9988408,0.00002526471,0.0005710783,0.0001224844,0.0003084913,0.0001318872],"domain_scores_gemma":[0.9986872,0.0000288128,0.0002046113,0.0001219435,0.000844752,0.0001126668],"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":[0.00008544508,0.0001015328,0.0004098579,0.000007668741,0.00006541736,3.629533e-7,0.00001906643,0.984849,0.00001782488,0.001388308,0.0004856227,0.01256986],"study_design_scores_gemma":[0.001348067,0.0001749575,0.0007000372,0.00002414196,0.0000787582,0.00006521151,0.00004987497,0.9969201,0.00002084148,0.0002304711,0.0002602368,0.0001272966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006504724,0.00005108745,0.9912415,0.0001684781,0.0001597554,0.0002586468,0.000339501,0.00006010001,0.00121619],"genre_scores_gemma":[0.5142238,0.00002522627,0.4852482,0.00004597104,0.0001567556,0.00001235563,0.0002604027,0.00001266527,0.00001470638],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.507719,"threshold_uncertainty_score":0.6015022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W654280679","doi":"","title":"Methodology for analysing vehicle trajectory and relation to geometric design of highways","year":2006,"lang":"en","type":"article","venue":"Advances in transportation studies","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Geometric design; Pace; Transport engineering; Acceleration; Trajectory; Work (physics); Engineering; Operating speed; Automotive engineering; Computer science; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.09541799036925765,"gpt":0.3577089730941203,"spread":0.2622909827248626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608411,0.00006067511,0.0001552027,0.0002619862,0.00003310695,0.000001881385,0.00002122346,0.0000260668,5.109538e-7],"category_scores_gemma":[0.00003467662,0.00006410893,0.00001870668,0.0004324306,0.00002047338,0.0001062169,6.269633e-7,0.00002613239,2.645509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002013653,"about_ca_system_score_gemma":0.000003115141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009526562,"about_ca_topic_score_gemma":0.00009810928,"domain_scores_codex":[0.9994898,0.00001521499,0.0002641165,0.0001051411,0.00005174733,0.00007393397],"domain_scores_gemma":[0.9993107,0.0005239074,0.00003510009,0.00004892581,0.00007071033,0.00001071327],"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":[0.00001240794,0.000006468572,0.003502159,0.0000498083,0.00001321839,7.885293e-8,0.0005824991,0.9858032,0.003631791,0.00136833,0.0000117416,0.005018245],"study_design_scores_gemma":[0.001885366,0.0001258317,0.4327627,0.00007222978,0.0001882704,4.353624e-7,0.001770572,0.5250245,0.01836199,0.01726144,0.00211854,0.0004280992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2438657,0.005816243,0.7499825,0.00002004345,0.00004298602,0.0001803244,0.000007793547,0.00005894552,0.00002547324],"genre_scores_gemma":[0.8682669,0.0006848039,0.1309206,0.000007147704,0.00001201819,0.0000822666,0.00001429942,0.000007398406,0.000004580411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6244011,"threshold_uncertainty_score":0.2614286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2383990091","doi":"","title":"Ant colony algorithm for vehicle routing problem with hard time window","year":2006,"lang":"en","type":"article","venue":"","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Ant colony optimization algorithms; Algorithm; Vehicle routing problem; Degree (music); Mathematical optimization; Heuristic; Ant colony; Computer science; Routing (electronic design automation); Process (computing); Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.00771435787825425,"gpt":0.202737716019745,"spread":0.1950233581414907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005139913,0.00006677409,0.0000681189,0.00002354301,0.00006148809,0.00002462768,0.00004020019,0.00003052636,0.00002683434],"category_scores_gemma":[0.000001200102,0.00005820591,0.00001874534,0.00007338377,0.000007375924,0.00004350443,0.000004291792,0.00003388814,0.00004963064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675442,"about_ca_system_score_gemma":0.000009311429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003514499,"about_ca_topic_score_gemma":0.000009270148,"domain_scores_codex":[0.9996026,0.000002130503,0.0001085605,0.00009621612,0.00005588854,0.0001345629],"domain_scores_gemma":[0.9997961,0.00002980456,0.00001246811,0.00009248317,0.00004410389,0.00002505337],"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":[0.000003738565,0.00003260531,0.0002882156,0.00001220796,0.00001988758,3.21668e-7,0.00005658162,0.9589775,0.01198857,0.001910714,0.005071857,0.02163783],"study_design_scores_gemma":[0.0004134309,0.00001525772,0.0005033173,0.000006211706,0.000008201354,0.000001154526,0.000007610287,0.9884857,0.0032566,0.0002098308,0.006997836,0.00009487609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0419145,0.00001476592,0.9467406,0.0001150617,0.00001661514,0.0004035439,0.00001135372,0.0006024824,0.01018109],"genre_scores_gemma":[0.7467915,5.358769e-7,0.2496428,0.00004860391,0.00008774126,0.0001065082,0.0000394266,0.00002790976,0.003255],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.704877,"threshold_uncertainty_score":0.2373568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987174361","doi":"10.5539/mas.v3n7p121","title":"An Automatic Posture Planning Software of Arc Robot Based on SolidWorks API","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Simulation and Modeling Applications","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":"","keywords":"Software; Computer science; Function (biology); Motion planning; Plan (archaeology); Robot; Engineering drawing; Artificial intelligence; Engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.01597962072312405,"gpt":0.2706619745816755,"spread":0.2546823538585515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852351,0.0001163282,0.0001208963,0.0001602704,0.0001446875,0.00004502268,0.0003361299,0.00005634949,0.000009252593],"category_scores_gemma":[0.00001285349,0.0001146447,0.00002248354,0.0003603791,0.00006924402,0.00008198981,0.000008163189,0.0001309655,0.000009571964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004529476,"about_ca_system_score_gemma":0.00004544309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.120799e-7,"about_ca_topic_score_gemma":2.95715e-7,"domain_scores_codex":[0.9990282,0.00000403988,0.0001729481,0.0002388766,0.0003283051,0.0002276025],"domain_scores_gemma":[0.9993579,0.0000364656,0.00003459476,0.0004250954,0.00004100431,0.0001049211],"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":[0.00000259852,0.00002796709,0.00002320768,0.000005812788,7.439584e-7,1.590421e-7,0.0003696094,0.8221332,0.1546296,0.0003259696,0.00001229736,0.02246881],"study_design_scores_gemma":[0.0001565115,0.00002366261,0.004610453,0.00002454315,0.000003891166,3.973792e-7,0.00002172662,0.9870949,0.005964858,0.001966699,0.000008579347,0.0001237761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1230037,0.00001386707,0.8740492,0.00004347034,0.00003151237,0.0001602589,0.000002702591,0.0004733752,0.002221881],"genre_scores_gemma":[0.9626253,3.597398e-7,0.03704981,0.0002650606,0.00001905716,0.00001495639,0.000007481759,0.00001264402,0.000005355546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8396216,"threshold_uncertainty_score":0.4675074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051716888","doi":"10.1117/12.883581","title":"Automated UAV-based video exploitation using service oriented architecture framework","year":2011,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Computer science; Visualization; Graphical user interface; Workstation; Service (business); Architecture; Real-time computing; Operating system; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.02313112981370796,"gpt":0.2501013509113931,"spread":0.2269702210976851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003057687,0.0003206274,0.0003167302,0.0001590062,0.00009492727,0.00005908058,0.0005972846,0.0002560031,0.0000227044],"category_scores_gemma":[0.0002835982,0.000298422,0.0003595726,0.0006302234,0.00009109251,0.0003310435,0.00005903473,0.0003402685,0.000002863643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594203,"about_ca_system_score_gemma":0.00003187117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001754827,"about_ca_topic_score_gemma":3.037251e-7,"domain_scores_codex":[0.9981878,1.754376e-8,0.0006493659,0.0003175864,0.0004959889,0.0003492026],"domain_scores_gemma":[0.9978731,0.0001344213,0.0002224941,0.00008650849,0.001553802,0.0001297029],"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":[0.0001109276,0.0001679997,0.0003494278,0.0008596598,0.000503934,7.818061e-8,0.001651038,0.1416184,0.5600411,0.2933761,0.001033199,0.0002881516],"study_design_scores_gemma":[0.0005936812,0.00006024943,0.0004460835,0.000295162,0.0001207366,0.000004185579,0.0006383765,0.9238012,0.07131166,0.001694648,0.0007334605,0.0003005812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859907,0.00004490764,0.0109072,0.0004503275,0.0002508198,0.000555775,0.00004157563,0.0007796881,0.0009790115],"genre_scores_gemma":[0.5921746,0.00001114906,0.4072531,0.0001407266,0.0001645257,0.0001448849,0.00001469653,0.00008252348,0.00001378895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7821828,"threshold_uncertainty_score":0.9999468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401990964","doi":"10.1109/tvcg.2024.3451491","title":"Evaluating and Modeling the Effect of Frame Rate on Steering Performance in Virtual Reality","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Virtual reality; Computer science; Frame (networking); Frame rate; Solid modeling; Human–computer interaction; Visualization; Computer graphics (images); Immersion (mathematics); Data visualization; Simulation; Computer vision; Artificial intelligence; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.04116836114215312,"gpt":0.3309827676299079,"spread":0.2898144064877548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003874344,0.0001051023,0.000103003,0.0001921137,0.00009538941,0.00005017953,0.00003926664,0.00005620117,0.000001696841],"category_scores_gemma":[0.000001900999,0.00008579237,0.00002748029,0.0003204209,0.00002485327,0.00007941351,0.000001092545,0.0001702049,8.378847e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001421204,"about_ca_system_score_gemma":0.000006271577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006888378,"about_ca_topic_score_gemma":0.000005921367,"domain_scores_codex":[0.9993905,0.0000664709,0.0002050558,0.0001496479,0.0001083247,0.00007999159],"domain_scores_gemma":[0.9996152,0.0002144782,0.00001282599,0.0001085947,0.00002315412,0.00002575989],"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":[0.00001226591,0.00000766489,0.00001928662,0.00009389981,0.00001481186,8.497238e-8,0.000507112,0.9771186,0.00008216244,0.008864196,0.000001575412,0.01327838],"study_design_scores_gemma":[0.0002377773,0.0001777315,0.000125555,0.0001610798,0.00001800537,0.000001223634,0.00001362735,0.9979799,0.001126746,0.00005570706,0.00002199217,0.0000806114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4594191,0.00003558073,0.5402002,0.0000075272,0.0001359252,0.000104872,0.000002433098,0.00008481688,0.000009505144],"genre_scores_gemma":[0.999581,0.0002697363,0.00003525598,0.00004052295,0.00001934945,0.00002937056,0.000003176816,0.00001697247,0.000004610164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.540165,"threshold_uncertainty_score":0.3498511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085429898","doi":"10.1139/l07-060","title":"New and improved single-arc unsymmetrical vertical curve for highways","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Core Research for Evolutional Science and Technology; Natural Sciences and Engineering Research Council of Canada","keywords":"Arc length; Arc (geometry); Osculating circle; Curvature; Torsion of a curve; Offset (computer science); Center of curvature; Smoothing; Curve fitting; Mathematics; Geometry; Family of curves; Point (geometry); Geodesy; Geology; Statistics; Computer science; Mean curvature","retraction":null,"screen_n_in":null,"score":{"opus":0.01708518939313492,"gpt":0.2137361212351655,"spread":0.1966509318420306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964911,0.00009764643,0.0001372508,0.0003732103,0.0000358668,0.00003895778,0.00008373986,0.00007426903,0.00001336157],"category_scores_gemma":[0.0001808067,0.0001063578,0.00005396799,0.0001967689,0.000009700963,0.00008069681,0.000003016693,0.0001541068,0.000001104059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467349,"about_ca_system_score_gemma":0.000118795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143361,"about_ca_topic_score_gemma":0.008590407,"domain_scores_codex":[0.9993099,0.000001740541,0.0002759812,0.00006684372,0.00006643078,0.000279097],"domain_scores_gemma":[0.9989007,0.0001502814,0.00001709115,0.00007790077,0.00008208761,0.000771957],"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":[0.00002568983,0.00001618921,0.0007888749,0.0001314441,0.0001765377,0.00003103666,0.0006804019,0.9047015,0.04068381,0.008935638,0.01486036,0.0289685],"study_design_scores_gemma":[0.0008842982,0.00007953339,0.002389042,0.00005226738,0.00004202587,0.0000767877,0.00002660747,0.9302848,0.003053646,0.0002373403,0.06261972,0.0002539177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0258632,0.0008137716,0.9722118,0.000124976,0.0003949006,0.00008284328,0.000004333234,0.00006292201,0.000441232],"genre_scores_gemma":[0.9907143,0.000006931213,0.008921151,0.0000354126,0.0002747507,0.000001211739,0.000001679992,0.00003066342,0.00001390455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9648511,"threshold_uncertainty_score":0.4793648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2383614410","doi":"","title":"STCW convention and the development of marine simulator","year":2002,"lang":"en","type":"article","venue":"Journal of Dalian Maritime University","topic":"Simulation and Modeling Applications","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":"L'Alliance Boviteq","funders":"","keywords":"Development (topology); Perspective (graphical); Simulation; Computer science; Engineering; Systems engineering; Mathematics; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.01277987075241781,"gpt":0.1835931635497394,"spread":0.1708132927973215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001293926,0.00003628721,0.00008533559,0.00005928449,0.00004912076,0.000005300323,0.00006451522,0.00002251006,0.0001870361],"category_scores_gemma":[0.000008576949,0.00003135084,0.00003406559,0.00006149305,0.00003458379,0.00006466611,0.00002023933,0.0000662491,0.000003523417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003073219,"about_ca_system_score_gemma":0.000007183234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002625066,"about_ca_topic_score_gemma":0.000004185963,"domain_scores_codex":[0.9996967,0.00001448148,0.0001446101,0.00002738824,0.00007523479,0.00004158972],"domain_scores_gemma":[0.9997377,0.00004060704,0.0000615431,0.00005259083,0.00007244421,0.00003506822],"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":[0.0008268099,0.0007179084,0.04150585,0.000582409,0.001959997,0.0000500207,0.01794103,0.6102484,0.003689057,0.05757223,0.01588283,0.2490235],"study_design_scores_gemma":[0.005649073,0.00002840179,0.02050526,0.00005310937,0.0001236633,0.00002126577,0.0006942154,0.8803416,0.0005406387,0.0005977391,0.09127724,0.000167823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382984,0.0001117446,0.05045564,0.000397503,0.00009709474,0.0001170899,0.000004907591,0.00002832814,0.01048929],"genre_scores_gemma":[0.9959434,0.00003621227,0.003355019,0.000008982476,0.0000132947,3.389924e-8,9.083326e-7,0.000003066435,0.000639066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700932,"threshold_uncertainty_score":0.2047914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110202728","doi":"10.1109/ccece.2008.4564579","title":"Design and implementation on software platform of emergency management system for traffic incidents","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Plan (archaeology); Computer science; Key (lock); Software; Action plan; Geographic information system; Incident management; Focus (optics); Resource allocation; Resource (disambiguation); Emergency management; Information system; Management system; Computer security; Engineering; Operating system; Operations management","retraction":null,"screen_n_in":null,"score":{"opus":0.03646302148549704,"gpt":0.2382229100434713,"spread":0.2017598885579743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006565588,0.0001835795,0.0001821571,0.0002886313,0.0001083864,0.00003638899,0.0001087361,0.00006895514,0.000006891756],"category_scores_gemma":[0.000004233668,0.0001974019,0.0000248551,0.0001735716,0.00001105996,0.0000873345,0.00001053935,0.0001047624,0.00000174558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001071922,"about_ca_system_score_gemma":0.00004651885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008397961,"about_ca_topic_score_gemma":0.00003800269,"domain_scores_codex":[0.9991017,0.000001870892,0.0002508179,0.0002360922,0.0001189078,0.0002906036],"domain_scores_gemma":[0.9995276,0.00002554692,0.00003580292,0.0000625537,0.0001272381,0.0002212799],"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":[0.00008158662,0.00007150423,0.001308977,0.001662506,0.0003368956,0.00001077306,0.004159585,0.4192907,0.001114268,0.2254036,0.001656897,0.3449027],"study_design_scores_gemma":[0.0003584739,0.0001469926,0.001707512,0.00007925797,0.0000177922,0.000008082643,0.00004909923,0.9968268,0.0003332842,0.00009623359,0.0001708837,0.0002056212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3629994,0.00004165506,0.635942,0.00002604904,0.0001012811,0.0005923975,0.000009212288,0.0001819206,0.000106051],"genre_scores_gemma":[0.988561,0.0001370613,0.01105923,0.00001900098,0.00003582478,0.0001447796,0.00001098172,0.0000212805,0.00001081668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6255616,"threshold_uncertainty_score":0.8049816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608781298","doi":"10.1016/j.dt.2017.04.006","title":"Validation of the NATO Armaments Ballistic Kernel for use in small-arms fire control systems","year":2017,"lang":"en","type":"article","venue":"Defence Technology","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Ballistics; Aeronautics; Arms control; Kernel (algebra); Control (management); Aerospace engineering; Engineering; Forensic engineering; Computer science; Physics; Political science; Artificial intelligence; Mathematics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04094948814776704,"gpt":0.2740025293134885,"spread":0.2330530411657214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007499879,0.00005726397,0.00009874435,0.0000592902,0.00006820422,0.00002248119,0.0002926637,0.0001039278,9.092994e-7],"category_scores_gemma":[0.0001860456,0.00004937267,0.00002285122,0.0000646683,0.00005431656,0.000045001,0.0000207639,0.00007385986,0.000003714975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003119728,"about_ca_system_score_gemma":0.000008264203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005426399,"about_ca_topic_score_gemma":0.00002132779,"domain_scores_codex":[0.9995989,0.000005109818,0.000163135,0.00009354803,0.00003858209,0.0001006982],"domain_scores_gemma":[0.9993731,0.00005290708,0.00007362964,0.0004390703,0.00005091595,0.00001039483],"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":[0.0000101008,0.00004171961,0.08275626,0.00009471657,0.00003364731,5.830777e-7,0.000121084,0.8740187,0.01113133,0.02798634,0.00007964404,0.003725859],"study_design_scores_gemma":[0.0005103002,0.000006575959,0.006003252,0.00004228419,0.00001186487,0.000001639138,0.00004908741,0.9882993,0.003001535,0.001719849,0.0002911619,0.00006314844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087746,0.00005200188,0.09023832,0.0001635397,0.0001542015,0.0004398,0.00002092253,0.0001181631,0.00003850153],"genre_scores_gemma":[0.9991884,0.000008593674,0.0005355056,0.00001079453,0.000007596314,0.0002162898,0.000003149844,0.000009571761,0.00002005128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142806,"threshold_uncertainty_score":0.2013359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241917368","doi":"10.1177/0361198106198000118","title":"Enhancing Highway Geometric Design","year":2006,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Simulation and Modeling Applications","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 Manitoba","funders":"","keywords":"Visualization; Virtual reality; Process (computing); Key (lock); Computer science; Engineering design process; Systems engineering; Geometric design; Construction engineering; Human–computer interaction; Engineering; Transport engineering; Mechanical engineering; Artificial intelligence","retraction":null,"screen_n_in":null,"score":{"opus":0.09086614846814131,"gpt":0.3557257896331652,"spread":0.2648596411650239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003034916,0.0002166986,0.0003282221,0.001652973,0.0005195143,0.0001311279,0.00078158,0.0001783341,0.0002263399],"category_scores_gemma":[0.00009237726,0.0001763279,0.0002788559,0.003628728,0.0002455153,0.0004352112,0.000003314044,0.001621445,0.00005914081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826105,"about_ca_system_score_gemma":0.0002796658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282244,"about_ca_topic_score_gemma":0.009586699,"domain_scores_codex":[0.9945236,0.0005018363,0.001328874,0.0002727915,0.002613093,0.0007597839],"domain_scores_gemma":[0.9954422,0.001218089,0.0001909667,0.0004333661,0.00247186,0.0002435703],"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":[0.0003489418,0.0002693101,0.02721587,0.0002684181,0.0001526087,0.00004828738,0.001044051,0.8752946,0.04833665,0.005090771,0.03469922,0.00723126],"study_design_scores_gemma":[0.002222105,0.0003229488,0.879013,0.0003238945,0.00008085547,0.000001029859,0.0007149924,0.01744548,0.04435781,0.01026044,0.04478624,0.0004712354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7513731,0.0004319164,0.2454769,0.0008871467,0.0004873316,0.0007880639,0.00002724886,0.0001227993,0.0004055592],"genre_scores_gemma":[0.9899528,0.0004431515,0.008519658,0.00002107673,0.0002842247,0.00008342334,0.00001796921,0.00007230231,0.0006053901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8578491,"threshold_uncertainty_score":0.7190444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548860952","doi":"10.1109/cvrs.2012.6421281","title":"Integration of GIS/RS/GPS for urban fire response","year":2012,"lang":"en","type":"article","venue":"","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Global Positioning System; Geographic information system; Computer science; Interface (matter); Distributed GIS; Systems architecture; Systems engineering; Remote sensing; Architecture; AM/FM/GIS; GIS applications; Real-time computing; Geography; Engineering; Telecommunications","retraction":null,"screen_n_in":null,"score":{"opus":0.03850164595105186,"gpt":0.2884266042998616,"spread":0.2499249583488097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001280216,0.00003715102,0.0000437757,0.00002816039,0.00001737336,0.000003332672,0.00002929846,0.00003080038,0.00004348837],"category_scores_gemma":[0.00004208015,0.00003419568,0.00002482667,0.00005173418,0.000005134778,0.00005757692,0.000002639409,0.00002126981,0.00001435318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001508004,"about_ca_system_score_gemma":0.000004201709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000423789,"about_ca_topic_score_gemma":0.000001752141,"domain_scores_codex":[0.9997587,0.000005439974,0.0001003566,0.0000330884,0.00003256304,0.00006992044],"domain_scores_gemma":[0.9997364,0.00008820804,0.00001002567,0.0001028001,0.00003399132,0.00002861289],"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":[0.0003011276,0.0001738072,0.001692451,0.00009746477,0.0000649862,3.02879e-8,0.006125396,0.2256785,0.5300489,0.08193292,0.09136405,0.06252038],"study_design_scores_gemma":[0.0001881728,0.00001187481,0.00283838,0.00000576541,0.000007975493,2.741141e-7,0.0001025887,0.9239945,0.03174426,0.0001641941,0.04087146,0.00007052703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4594944,0.00007725132,0.5380272,0.00008508818,0.00008148562,0.0001414578,0.000006612154,0.0001477877,0.001938726],"genre_scores_gemma":[0.9888052,0.000002722836,0.01021038,0.00002709412,0.0000488275,0.00004073733,0.00001406562,0.000009632453,0.0008413852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.698316,"threshold_uncertainty_score":0.1394459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001308153","doi":"10.2316/journal.206.2012.4.206-3631","title":"GENERATION OF OBSTACLE AVOIDANCE BASED ON IMAGE FEATURES AND EMBODIMENT","year":2012,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Obstacle avoidance; Computer vision; Image (mathematics); Artificial intelligence; Obstacle; Computer science; Robot; Geography; Mobile robot","retraction":null,"screen_n_in":null,"score":{"opus":0.02408876857005727,"gpt":0.2802116752092864,"spread":0.2561229066392292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001190309,0.00004590824,0.00006053464,0.00009533112,0.0000186747,0.00002528674,0.00003690397,0.00002403859,0.000005162012],"category_scores_gemma":[0.00002176201,0.00004220159,0.00001868565,0.00002520387,0.00001145449,0.0001491697,0.000004813737,0.00004917904,7.261589e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002660922,"about_ca_system_score_gemma":0.000006960118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001060811,"about_ca_topic_score_gemma":5.829248e-7,"domain_scores_codex":[0.9995699,0.000008633886,0.0001865496,0.00003003176,0.0001621359,0.00004278418],"domain_scores_gemma":[0.9996586,0.00003590525,0.00009207301,0.00003588435,0.0001437913,0.00003378387],"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":[0.000005499847,0.00003778485,0.0006159697,0.000009578134,0.00002223346,2.201115e-7,0.0001881497,0.9687253,0.01931601,0.003532649,0.0003063604,0.00724023],"study_design_scores_gemma":[0.0002899048,0.00001957809,0.01829181,0.00003261321,0.00001118076,0.0000118528,0.00001729176,0.9714907,0.009505318,0.0001548797,0.0001316125,0.00004323592],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5293069,0.0003985875,0.4687378,0.000622001,0.0005109353,0.00006065071,0.000006992469,0.00002270856,0.0003334118],"genre_scores_gemma":[0.9821303,0.00005637294,0.01759352,0.00005656092,0.0001409461,9.974461e-7,0.000007897368,0.000005494171,0.000007931765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4528234,"threshold_uncertainty_score":0.1720931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284999585","doi":"10.4271/2006-01-0733","title":"Steering Measurement, Analysis and Simulation on 6DOF Road Test Simulator","year":2006,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Simulation and Modeling Applications","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":"Chrysler (Canada)","funders":"","keywords":"Computer science; Simulation; Driving simulator; Test (biology)","retraction":null,"screen_n_in":null,"score":{"opus":0.01810180836985127,"gpt":0.2514600966082974,"spread":0.2333582882384461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004632315,0.000599832,0.0006767036,0.0004427299,0.000319037,0.0001288984,0.0003681649,0.0005111862,0.0001407599],"category_scores_gemma":[0.0004189448,0.0005803494,0.0003333995,0.00123153,0.0002286917,0.0002674521,0.00009529712,0.0006419117,0.00006565445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003631063,"about_ca_system_score_gemma":0.00002689299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006459394,"about_ca_topic_score_gemma":0.02529406,"domain_scores_codex":[0.9967117,0.00004797175,0.0009190312,0.000833663,0.0009028463,0.0005848284],"domain_scores_gemma":[0.9979287,0.0005035193,0.0001213506,0.001038054,0.0001599945,0.0002484084],"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":[0.00003220919,0.0001437715,0.0005529709,0.00002112327,0.00007301846,0.000002496238,0.00000766314,0.4498807,0.5452954,0.001277067,0.000186315,0.002527294],"study_design_scores_gemma":[0.0005915748,0.0002279152,0.9848826,0.00007528103,0.0003009702,0.000003430256,0.00001647926,0.001796347,0.0001831422,0.0006140863,0.01068779,0.0006204204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560483,0.0004371368,0.0003955705,0.0008911653,0.0001564234,0.001319977,0.00009668434,0.00680241,0.03385232],"genre_scores_gemma":[0.9975724,0.0000670334,0.001363325,0.0003620363,0.0001422929,0.0001745816,0.00006692362,0.0001185054,0.0001328738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9843296,"threshold_uncertainty_score":0.9996648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117887438","doi":"10.1002/atr.5670360304","title":"Verification process and its application to network traffic simulation models","year":2002,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Process (computing); Verification and validation of computer simulation models; Simple (philosophy); Traffic simulation; Simulation modeling; Network traffic simulation; Network simulation; Simulation; Software engineering; Distributed computing; Programming language; Engineering; Network traffic control","retraction":null,"screen_n_in":null,"score":{"opus":0.01785849404153511,"gpt":0.2631440407576248,"spread":0.2452855467160897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008999806,0.00009741569,0.0001268089,0.0001050212,0.0000579634,0.00001290098,0.00006100567,0.00005447332,0.000007367247],"category_scores_gemma":[0.000007736809,0.0001053902,0.00003281973,0.0002872033,0.000005249587,0.0003719966,4.569251e-7,0.00009592191,0.000005905747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003338695,"about_ca_system_score_gemma":0.000005236622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.516887e-7,"about_ca_topic_score_gemma":0.000003350994,"domain_scores_codex":[0.9991824,0.00000703567,0.0004233062,0.000108013,0.0001713771,0.0001078828],"domain_scores_gemma":[0.999418,0.00003501564,0.0001257881,0.00008226638,0.0002472346,0.00009170807],"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":[0.00001730026,0.00001786887,0.00001442974,0.00002645476,0.000008791092,2.065089e-7,0.001535593,0.9681851,0.002736111,0.0003321193,0.00001307362,0.02711295],"study_design_scores_gemma":[0.0003693147,0.00003242106,0.002201613,0.00002922245,0.000027949,0.000001499865,0.0000857812,0.9953869,0.0002428552,0.0007323102,0.0007834727,0.000106633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6203864,0.0003967564,0.3787125,0.00008270044,0.000077007,0.0002377556,0.000004211825,0.00005714567,0.00004552575],"genre_scores_gemma":[0.9954934,0.0001963826,0.004080439,0.00003964687,0.0001117103,0.00002958437,0.00001842189,0.00002260898,0.000007862769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3751069,"threshold_uncertainty_score":0.4297687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589963377","doi":"10.18280/rces.020106","title":"MOTION PLANNING OF HUMANOID ROBOT BASED ON EMBEDDED VISION","year":2015,"lang":"en","type":"article","venue":"Review of Computer Engineering Studies","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanoid robot; Computer vision; Computer science; Artificial intelligence; Motion (physics); Motion planning; Human–computer interaction; Robot","retraction":null,"screen_n_in":null,"score":{"opus":0.05968853506820778,"gpt":0.3430030091795632,"spread":0.2833144741113555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001962847,0.0001158739,0.0003180885,0.00009707875,0.00001211696,0.000003085845,0.00007703417,0.00002292421,0.000001165063],"category_scores_gemma":[0.00003841154,0.0001074211,0.00006264644,0.0001479192,0.000009980767,0.00003424448,0.00001898979,0.00005838046,0.000003455409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205401,"about_ca_system_score_gemma":0.000006710161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.908615e-7,"about_ca_topic_score_gemma":1.814288e-8,"domain_scores_codex":[0.9993406,0.00001028343,0.0003210266,0.00009384778,0.0001510811,0.0000831663],"domain_scores_gemma":[0.9994958,0.00007603675,0.00005081198,0.0002019393,0.0001429671,0.00003242768],"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":[8.684707e-7,0.00001280527,0.00001283764,0.003012294,0.00002976881,1.795991e-7,0.0001409632,0.9923818,0.0001210364,0.0001045707,0.001002411,0.003180481],"study_design_scores_gemma":[0.0001809198,0.00004471336,0.0002397502,0.006126842,0.00002298733,4.014407e-7,0.000007858184,0.9914581,0.0005025816,0.000008996404,0.00131443,0.00009248678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004991132,0.04357089,0.9505302,0.00004262944,0.0002707332,0.0002021398,0.000002147484,0.0002158923,0.0001742385],"genre_scores_gemma":[0.9589577,0.002695634,0.03814423,0.00006309944,0.00007969774,0.00002200853,0.00001060247,0.00002352683,0.000003461102],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9539666,"threshold_uncertainty_score":0.4380504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2354065504","doi":"","title":"Quantitative Analysis of Influence on Vehicular Lateral Stability by Road Surface Condition","year":2014,"lang":"en","type":"article","venue":"Journal of Wuhan University of Technology-Mater Sci Ed","topic":"Simulation and Modeling Applications","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 Transportation of Ontario","funders":"","keywords":"Friction coefficient; Stability (learning theory); Road surface; Coefficient of friction; Vehicle dynamics; Automotive engineering; Environmental science; Control theory (sociology); Materials science; Engineering; Computer science; Control (management); Composite material","retraction":null,"screen_n_in":null,"score":{"opus":0.007742501839097466,"gpt":0.221658088762276,"spread":0.2139155869231786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001993464,0.00006847695,0.0002624849,0.000410053,0.00003834901,0.00000426323,0.0002057583,0.0001032376,0.00002548488],"category_scores_gemma":[0.00002878905,0.00007169724,0.00009476193,0.0004390533,0.0001162954,0.0001186118,0.00001966958,0.0001259062,0.000003090863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005135394,"about_ca_system_score_gemma":0.000009871088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002704741,"about_ca_topic_score_gemma":0.00001038514,"domain_scores_codex":[0.9994665,0.00002502731,0.0002197962,0.00008037795,0.0001299622,0.00007828035],"domain_scores_gemma":[0.9992751,0.0000343094,0.0002112637,0.0001792876,0.0002693063,0.00003072505],"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":[0.000061105,0.00007147405,0.01541869,0.00002913489,0.0005127873,0.000001255618,0.0004268448,0.7588411,0.223492,0.0007000179,0.0001772187,0.0002684052],"study_design_scores_gemma":[0.001312504,0.0004451723,0.06505239,0.0001219023,0.0007004566,0.000003120623,0.001058962,0.7872025,0.1423553,0.0008822089,0.000616504,0.0002490021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823815,0.00002667926,0.01721803,0.0001843059,0.00002506599,0.00004647193,0.00002129375,0.00004823168,0.00004844616],"genre_scores_gemma":[0.9973499,0.00001801312,0.002605976,0.000006857299,0.000001630061,4.591522e-8,0.000006293813,0.000003709183,0.000007594667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0811367,"threshold_uncertainty_score":0.2923728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238206108","doi":"10.32920/ryerson.14648895","title":"Enhancing the functional design of a multi-touch UAV ground control station","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interface (matter); Gesture; Key (lock); Fidelity; Remote control; Simulation; Control (management); Computer science; Virtual reality; High fidelity; Human–computer interaction; Engineering; Computer hardware; Computer vision; Artificial intelligence; Telecommunications; Electrical engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.05826815070242023,"gpt":0.2690688799342574,"spread":0.2108007292318372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001934947,0.0001294572,0.0001596856,0.00005539896,0.00005418556,0.00004825124,0.00009515216,0.0001220297,0.0001717798],"category_scores_gemma":[0.00003892367,0.00010843,0.00007353986,0.00007610925,0.00001658587,0.00003698228,0.00003168678,0.0002353635,0.00001049101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006210383,"about_ca_system_score_gemma":0.00008568035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009585241,"about_ca_topic_score_gemma":0.00005996226,"domain_scores_codex":[0.9992051,0.00004248929,0.0003287299,0.0001672747,0.0001579003,0.00009850162],"domain_scores_gemma":[0.9991375,0.0002754318,0.00006166306,0.0002961252,0.0002019373,0.00002739496],"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":[0.000003714238,0.00001740047,0.00001353623,0.00004240392,0.00007504298,1.03405e-7,0.0003105693,0.9871487,0.01127626,0.0003244423,0.0001145777,0.0006732463],"study_design_scores_gemma":[0.0003292163,0.000002859716,0.001076999,0.00002828396,0.00004374028,7.311215e-7,0.0002590646,0.9947212,0.003140888,0.0002133275,0.0000759848,0.0001076867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02067486,0.0002301464,0.9778535,0.00006507758,0.0003076429,0.00044276,0.0000155676,0.0001772869,0.0002331334],"genre_scores_gemma":[0.9739769,0.0000379313,0.02530758,0.00007144175,0.00007231209,0.0002020236,0.0001172654,0.00002407654,0.0001905117],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.953302,"threshold_uncertainty_score":0.4421649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2353604318","doi":"","title":"Study on Method of Constructing Road Integrated 3D Model","year":2003,"lang":"en","type":"article","venue":"","topic":"Simulation and Modeling Applications","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":"CAE (Canada)","funders":"","keywords":"Delaunay triangulation; Terrain; Road surface; Computer science; 3D modeling; Constraint (computer-aided design); Visualization; Key (lock); Triangulation; Transport engineering; Engineering; Computer vision; Civil engineering; Artificial intelligence; Geography; Algorithm; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.05759387605081502,"gpt":0.3363581762372719,"spread":0.2787643001864569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001236165,0.00005700254,0.00008252938,0.00005118091,0.00001652772,0.000004508277,0.00003424189,0.00002393799,0.00003446618],"category_scores_gemma":[0.00003017815,0.00005108448,0.00001652068,0.0001111375,0.000005066073,0.00001770543,0.000002604676,0.00006119651,0.000008198178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001345213,"about_ca_system_score_gemma":0.00001015728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001006285,"about_ca_topic_score_gemma":0.000002984806,"domain_scores_codex":[0.9996433,0.00001737398,0.0001470459,0.00007473503,0.00005782143,0.00005974408],"domain_scores_gemma":[0.9997486,0.00003724984,0.00001330435,0.0001375859,0.00004191056,0.00002128457],"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":[6.772876e-7,0.00002850311,0.0001994816,0.000001554078,0.00001321959,5.058469e-8,0.000295752,0.9807113,0.001680635,0.009509588,0.00002277851,0.007536455],"study_design_scores_gemma":[0.0002119094,0.000009572763,0.00002850784,0.000002857299,0.000007451918,7.940504e-7,0.001763995,0.9914896,0.006153992,0.0002182237,0.0000591006,0.00005393294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1945116,0.00000298361,0.749611,0.000002482319,0.00002478013,0.0001083547,0.000001259064,0.0001390625,0.05559846],"genre_scores_gemma":[0.7886229,4.0833e-7,0.2112457,0.00001237906,0.000002095444,0.000009222435,9.812441e-7,0.000008353757,0.00009806763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5941112,"threshold_uncertainty_score":0.2083164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406139285","doi":"10.22541/au.173627558.87858747/v1","title":"AIGC-Driven Real-Time Interactive 4D Traffic Scene Generation in Vehicular Networks","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Simulation and Modeling Applications","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 Waterloo; Concordia University","funders":"","keywords":"Computer science; Real-time computing; Computer graphics (images); Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.01796283438280622,"gpt":0.2671674626114998,"spread":0.2492046282286936,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000944744,0.0002213905,0.000253627,0.0002213985,0.00004285174,0.00007753423,0.0001615047,0.0003326028,0.0001100356],"category_scores_gemma":[0.00001036959,0.0002507383,0.0000881768,0.0001684081,0.00001258741,0.00004924656,0.0000925713,0.0004902845,0.00003101418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345512,"about_ca_system_score_gemma":0.00005805573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001964,"about_ca_topic_score_gemma":0.0001654349,"domain_scores_codex":[0.9990007,0.00003573013,0.000362251,0.0003334889,0.00009732405,0.0001705479],"domain_scores_gemma":[0.9993856,0.00005169698,0.00004257052,0.0003944768,0.00007684809,0.00004878711],"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":[0.000003594991,0.00002294157,0.00001011371,0.00002275557,0.00003930648,7.91606e-7,0.0001691696,0.9937236,0.0003967716,0.0001275735,0.001311049,0.004172355],"study_design_scores_gemma":[0.0001879354,0.000002960305,0.0001379765,0.00008873083,0.00002333768,3.380204e-7,0.00001205082,0.9986585,0.0002619775,0.00004104324,0.0003669845,0.0002181983],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3602439,0.0001697363,0.6260034,0.0001742913,0.0005855639,0.0008738753,0.00002508807,0.0009835273,0.0109406],"genre_scores_gemma":[0.9870456,0.0003090494,0.01059318,0.00006246982,0.0002392327,0.0002179252,0.0008515791,0.0000315599,0.0006494101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6268017,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2362639613","doi":"","title":"The Shortest Path Search Based on Improved Cellular Automata Extend Model","year":2006,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Shortest path problem; Computer science; K shortest path routing; Constrained Shortest Path First; Yen's algorithm; Node (physics); Shortest Path Faster Algorithm; Path (computing); Euclidean shortest path; Pathfinding; Cellular automaton; Search algorithm; Theoretical computer science; Algorithm; Dijkstra's algorithm; Computer network; Graph","retraction":null,"screen_n_in":null,"score":{"opus":0.008053692082706574,"gpt":0.2161655751508401,"spread":0.2081118830681335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233971,0.000166848,0.00009739559,0.00007241506,0.0003984516,0.0001231362,0.0003571415,0.0000691906,0.000005183096],"category_scores_gemma":[2.566918e-7,0.0001453266,0.00007015165,0.0002325674,0.00004299121,0.00003782906,0.00003292399,0.0001703542,0.0001199251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006859352,"about_ca_system_score_gemma":0.00003539772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000166078,"about_ca_topic_score_gemma":0.000007459391,"domain_scores_codex":[0.9990367,0.00001201487,0.0002672745,0.0002751882,0.0001362341,0.0002725836],"domain_scores_gemma":[0.9990703,0.0001079162,0.00002369516,0.000655574,0.00007685925,0.00006563496],"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":[0.000001375425,0.00006837472,0.000009592153,0.00000546102,0.000005307385,1.038861e-7,0.00001588699,0.9485903,0.02459854,0.004051216,0.00310863,0.01954519],"study_design_scores_gemma":[0.0002053962,0.000005344612,0.0001390823,0.000004279303,0.00000824269,6.163962e-7,0.000003565932,0.9122309,0.003663218,0.0007639472,0.08282745,0.000147976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004286295,0.00007797727,0.9908839,0.00038072,0.00001421415,0.0007804513,0.0000422085,0.0007469219,0.002787317],"genre_scores_gemma":[0.9106995,0.000009235787,0.0874847,0.0001822027,0.0001664822,0.0009313064,0.0001886352,0.00005312079,0.0002848098],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9064132,"threshold_uncertainty_score":0.5926249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400780666","doi":"10.54254/2755-2721/45/20241041","title":"Analysis of the current development and future prospect of autonomous driving","year":2024,"lang":"en","type":"article","venue":"Applied and Computational Engineering","topic":"Simulation and Modeling Applications","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":"Queen's University","funders":"","keywords":"Current (fluid); Engineering; Systems engineering; Electrical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.005403117959854049,"gpt":0.2069454775466015,"spread":0.2015423595867475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003832691,0.00005858714,0.00008880501,0.0001087382,0.00002100114,0.0000116502,0.00003016325,0.00001484118,0.000001719165],"category_scores_gemma":[9.016365e-7,0.00004922108,0.00002339763,0.0002994855,0.000009098942,0.00001513432,0.00001546,0.00005722881,2.324502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001295708,"about_ca_system_score_gemma":0.00001461111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.264084e-7,"about_ca_topic_score_gemma":4.379112e-7,"domain_scores_codex":[0.9996611,9.268761e-7,0.0001427201,0.00007639577,0.00007238602,0.00004646358],"domain_scores_gemma":[0.9998726,0.00003997526,0.00001147745,0.00004433788,0.00001381641,0.00001777631],"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":[1.939368e-7,0.000002695154,0.0001427497,0.00007510561,0.0001152304,2.236541e-8,0.0003936627,0.918412,0.00026714,0.02963285,0.000002173389,0.05095614],"study_design_scores_gemma":[0.00003563313,7.158862e-7,0.03507694,0.00001785781,0.00005805202,3.53388e-7,0.00001090453,0.962163,0.0002470069,0.000182403,0.002156968,0.00005017481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7156181,0.001550556,0.2822664,0.00002975266,0.000107635,0.0001052205,0.00000509875,0.0001168704,0.0002003221],"genre_scores_gemma":[0.9957192,0.00001910711,0.004200499,0.000001924164,0.0000267359,0.00001412278,0.00000912424,0.000007405254,0.000001868948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2801011,"threshold_uncertainty_score":0.2007177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605764746","doi":"10.11159/icte17.123","title":"Travel Planning Concept Taking Road Infrastructure Condition into Account","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Narodowe Centrum Badań i Rozwoju","keywords":"Computer science; Transport engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007770954812548786,"gpt":0.2289921985492322,"spread":0.2212212437366834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004408029,0.0002319036,0.0001963414,0.00008811147,0.0003722554,0.0001328402,0.000334631,0.00006864221,0.00003750127],"category_scores_gemma":[0.00002152147,0.0001983442,0.00005738025,0.00004573437,0.0001314022,0.0003078603,0.00009751895,0.000248384,0.000001003778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008167895,"about_ca_system_score_gemma":0.000002569155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001240048,"about_ca_topic_score_gemma":0.000003236479,"domain_scores_codex":[0.999174,0.000001278141,0.0002260008,0.0002073762,0.0001927014,0.0001986491],"domain_scores_gemma":[0.9995413,0.00001991103,0.0001744766,0.0001841937,0.00001094107,0.0000692153],"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":[0.00002141802,0.000009264995,0.009636354,0.0002238699,0.0001296078,8.028857e-7,0.001390535,0.7551266,0.2181162,0.006223786,0.0005834328,0.008538147],"study_design_scores_gemma":[0.0006222194,0.00001658723,0.3367477,0.0003016956,0.00004300824,0.00001171615,0.0003549499,0.6240646,0.03607251,0.0007378004,0.000631599,0.0003956488],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972507,0.0001630253,0.0002606852,0.00006750018,0.0005788573,0.0002143856,0.00002952932,0.00009706196,0.001338219],"genre_scores_gemma":[0.999224,0.00002596621,0.000472044,0.00003002106,0.00008635131,0.00001999268,0.000009988914,0.00003751896,0.00009413244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271114,"threshold_uncertainty_score":0.8088242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129161092","doi":"10.4028/www.scientific.net/amr.779-780.491","title":"A Method for Determining Length of Freeway Work Zone Based on Classification of Service Level","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Simulation and Modeling Applications","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":"Ministry of Transportation of Ontario","funders":"","keywords":"VisSim; Traffic flow (computer networking); Level of service; Work (physics); Traffic volume; Transport engineering; Service (business); Software; Computer science; Traffic simulation; Work zone; Volume (thermodynamics); Simulation; Engineering; Computer network; Microsimulation; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.2063187071596832,"gpt":0.4265205940411538,"spread":0.2202018868814706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006069686,0.00007892303,0.0001745277,0.0001670847,0.00004676915,0.00001629208,0.0001563624,0.00006517714,0.00009038095],"category_scores_gemma":[0.0001198677,0.00007841177,0.00002293033,0.0003022019,0.00002027815,0.00007673095,0.00001701095,0.00006271162,0.00002103404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003395088,"about_ca_system_score_gemma":0.00002514631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004611881,"about_ca_topic_score_gemma":0.000007611303,"domain_scores_codex":[0.9990605,0.00006840794,0.000316881,0.0001509165,0.0002103582,0.0001929951],"domain_scores_gemma":[0.9984042,0.0006689468,0.00005544229,0.0003349547,0.0004940918,0.00004236331],"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":[0.00003645297,0.00002215483,0.000007258828,0.0001497076,0.000005848629,1.661054e-8,0.0000857691,0.1722779,0.8044674,0.0004171792,0.00005828215,0.02247205],"study_design_scores_gemma":[0.0004109741,0.000040667,0.001303875,0.00007448379,0.000003320551,6.385935e-8,0.00006697697,0.4055968,0.5916143,0.0004844849,0.0003392038,0.00006489817],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4660555,0.0000101227,0.5326829,0.0001677509,0.00005158969,0.0006780567,0.00005701482,0.00005563157,0.0002414798],"genre_scores_gemma":[0.7965178,0.000004760935,0.2027735,0.00002060332,0.00002256583,0.000557098,0.00003419719,0.00002576122,0.00004371638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3304623,"threshold_uncertainty_score":0.3197539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409363781","doi":"10.1609/aaai.v39i20.35426","title":"Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning","year":2025,"lang":"en","type":"article","venue":"Proceedings of the AAAI Conference on Artificial Intelligence","topic":"Simulation and Modeling Applications","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":"Simon Fraser University","funders":"National Natural Science Foundation of China","keywords":"Foundation (evidence); Cluster (spacecraft); Adaptation (eye); Computer science; Distributed computing; Computer network; Geography; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.08646378582454668,"gpt":0.2967878634394105,"spread":0.2103240776148639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001206301,0.0001112229,0.000102745,0.0001005908,0.0001461615,0.0001097709,0.0001435342,0.00005943433,0.00001526304],"category_scores_gemma":[0.00008781048,0.00009895966,0.00003120885,0.0002270071,0.00005609863,0.00009279075,0.00002692514,0.0001112347,0.00000856576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003190777,"about_ca_system_score_gemma":0.00003767073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009114519,"about_ca_topic_score_gemma":0.00001713637,"domain_scores_codex":[0.9993261,0.000004237938,0.0002754196,0.000165448,0.0001162225,0.0001125716],"domain_scores_gemma":[0.9994879,0.00004699692,0.00006271642,0.00007875232,0.0002963026,0.00002732019],"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":[0.00002634169,0.00001855224,0.00002075626,0.0000365412,0.000008515948,1.090181e-8,0.0002629565,0.8885,0.02644767,0.0574181,0.00003627651,0.02722429],"study_design_scores_gemma":[0.00002743785,0.00001047391,0.00001243491,0.00008294644,0.00001152046,1.935402e-7,0.00009569911,0.8561605,0.1206508,0.0228521,0.00002074809,0.00007524193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2724153,0.00001421799,0.7219353,0.0009559307,0.0001055945,0.0003138483,0.000002815749,0.0001385918,0.004118433],"genre_scores_gemma":[0.9976167,0.00001034938,0.002047281,0.0001585388,0.00001118344,0.00003511163,0.000002904709,0.00001029395,0.0001076237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7252014,"threshold_uncertainty_score":0.4035458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W880171581","doi":"10.2316/j.2010.216.680-0074","title":"Visualisation of Dynamic Surface Data for a Patient Display to Reduce Movement during Radiotherapy","year":2010,"lang":"en","type":"article","venue":"Mechatronic systems and control","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Movement (music); Computer graphics (images); Visualization; Computer science; Radiation therapy; Medicine; Artificial intelligence; Radiology; Acoustics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01007185708182432,"gpt":0.2671196497896608,"spread":0.2570477927078365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174327,0.00008136212,0.0001441721,0.00003313851,0.00004491591,0.00002169004,0.00009617715,0.00004084291,0.000003024552],"category_scores_gemma":[0.000009290197,0.00007738085,0.00001969099,0.00003896652,0.000005164355,0.00005084857,0.00001140391,0.00004263381,7.037162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003724455,"about_ca_system_score_gemma":0.00001200842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005956478,"about_ca_topic_score_gemma":0.00004079144,"domain_scores_codex":[0.9994223,0.000009817676,0.0002043832,0.0001591714,0.00008255072,0.0001218135],"domain_scores_gemma":[0.9994589,0.00003815472,0.00004308701,0.000373655,0.00003743618,0.00004878094],"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":[0.0000257206,0.00001576221,0.00003268342,0.0000841462,0.00005564434,3.690965e-8,0.0002588522,0.2949339,0.6981089,0.002614637,0.00003371203,0.00383601],"study_design_scores_gemma":[0.001005996,0.00003120083,0.0002081612,0.00001905154,0.00001588106,8.225496e-7,0.0001167662,0.9952434,0.001470039,0.00002952861,0.001774762,0.0000844257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6279874,0.0004260122,0.3704183,0.00007823524,0.0002212151,0.0007093997,0.0001101062,0.00004356283,0.000005775537],"genre_scores_gemma":[0.9988548,0.00001805264,0.0008386369,0.00002234023,0.00004467579,0.0001393992,0.00003286874,0.00001949226,0.00002973433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7003095,"threshold_uncertainty_score":0.3155499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989156443","doi":"10.1007/s12404-010-0216-4","title":"The main projects and development status of noise forecasting and controlling on working face in coal mine","year":2010,"lang":"en","type":"article","venue":"Journal of Coal Science and Engineering (China)","topic":"Simulation and Modeling Applications","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":"University of Ottawa","funders":"","keywords":"Face (sociological concept); Coal; Coal mining; Noise (video); Computer science; Environmental science; Business; Engineering; Artificial intelligence; Sociology; Waste management; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.02128179255917654,"gpt":0.2366414685733714,"spread":0.2153596760141949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007767974,0.00007336193,0.0001110382,0.0001379567,0.0001075139,0.000062232,0.00007067819,0.00002772042,2.462562e-7],"category_scores_gemma":[0.0001731608,0.0000542181,0.00000849318,0.0001337596,0.00005853837,0.0001020607,0.00001920785,0.0002293584,5.024712e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003062999,"about_ca_system_score_gemma":0.00005877403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007066626,"about_ca_topic_score_gemma":0.0000222973,"domain_scores_codex":[0.9993316,0.000003537589,0.0002095664,0.00007030297,0.0001866931,0.0001982925],"domain_scores_gemma":[0.9996462,0.0001155872,0.00005594645,0.00004903067,0.00003636088,0.00009688481],"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":[0.00001902704,0.000007256454,0.00441007,0.00002298621,0.000006387408,0.000001795958,0.001987313,0.9524009,0.02546896,0.0001753846,0.000003915985,0.01549596],"study_design_scores_gemma":[0.0004223966,0.00003516991,0.05504286,0.0001026054,0.000003583436,0.00002550525,0.0001689746,0.9414713,0.001415803,0.00001590205,0.001219703,0.00007620465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98307,0.0002366533,0.0163521,0.00006555494,0.0001204155,0.00007505063,4.446711e-7,0.000009719895,0.00007001746],"genre_scores_gemma":[0.9957496,0.00009957782,0.00410015,0.00000452187,0.00003488846,0.000002136736,1.040689e-7,0.000006197014,0.000002836445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05063279,"threshold_uncertainty_score":0.221095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050870753","doi":"10.13031/2013.12349","title":"Factors Contributing to Guidance Performance when Using a CameraâBased Guidance Aid","year":2003,"lang":"en","type":"article","venue":"Journal of Agricultural Safety and Health","topic":"Simulation and Modeling Applications","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 Manitoba","funders":"","keywords":"Tilt (camera); Field of view; Computer vision; Artificial intelligence; Optics; Computer science; Physics; Mathematics; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.04615417259778673,"gpt":0.2901990003782031,"spread":0.2440448277804164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004672988,0.0001103065,0.0002290756,0.00004085241,0.0002592656,0.00002289299,0.00006125923,0.00003714393,0.000009107995],"category_scores_gemma":[0.00003499174,0.0000730071,0.000044629,0.000140182,0.000008323496,0.0001480501,0.000007242653,0.000159522,0.000001419448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019928,"about_ca_system_score_gemma":0.00005079103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002167731,"about_ca_topic_score_gemma":0.00001170432,"domain_scores_codex":[0.9990144,0.00002642199,0.0004934139,0.00007636901,0.0001312477,0.0002581186],"domain_scores_gemma":[0.9993803,0.00003543764,0.0001645262,0.00005902157,0.0001584455,0.0002022551],"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":[0.00002258881,0.00002301761,0.01898495,0.0001047087,0.00003871652,4.510021e-7,0.001805191,0.9712822,0.00314094,0.00105478,0.001096787,0.002445665],"study_design_scores_gemma":[0.001373432,0.0001967851,0.9260669,0.0005106558,0.00002624474,0.00008491415,0.0008674267,0.03776303,0.00213172,0.00006459835,0.03052623,0.000388024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438719,0.001265072,0.05337591,0.0009969451,0.000158597,0.0001397051,0.000007486573,0.00003186025,0.0001525578],"genre_scores_gemma":[0.9924638,0.0002335278,0.006868927,0.0003106231,0.00008608874,8.485036e-7,0.000002339005,0.000006729718,0.00002711059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9335192,"threshold_uncertainty_score":0.2977143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391259785","doi":"10.54097/fg8drh42","title":"The Research of Virtual Reality Technology on Application and Competition","year":2024,"lang":"en","type":"article","venue":"Highlights in Business Economics and Management","topic":"Simulation and Modeling Applications","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":"The Audio Recording Academy","funders":"","keywords":"Virtual reality; Competition (biology); Computer science; China; Corporation; Mixed reality; Product (mathematics); Perspective (graphical); New product development; Technology development; Business; Engineering; Marketing; Human–computer interaction; Manufacturing engineering; Artificial intelligence; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03153007864900908,"gpt":0.2866834574592456,"spread":0.2551533788102365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002163382,0.00004275515,0.00005297035,0.0002018333,0.00006178991,0.00003603065,0.00004982761,0.00003128767,6.140886e-7],"category_scores_gemma":[0.000001634256,0.00003491513,0.000004676666,0.0001847591,0.00006197879,0.00002827328,0.00003368598,0.00003957838,0.000003761224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003446432,"about_ca_system_score_gemma":0.000003009887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347463,"about_ca_topic_score_gemma":0.00005712992,"domain_scores_codex":[0.9996473,0.00000572211,0.0001299094,0.00012116,0.00002733353,0.00006863104],"domain_scores_gemma":[0.9997674,0.00005242791,0.000008772501,0.0001393097,0.00002188074,0.00001017339],"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":[0.000002662383,0.000006110208,0.000002494673,0.00004861672,0.000007194234,1.525412e-7,0.00002275876,0.04441587,0.00002752003,0.9374171,0.00006190292,0.01798754],"study_design_scores_gemma":[0.0001140079,0.000007182121,0.002356914,0.00003958731,0.000003950333,4.758341e-7,0.00005882016,0.4412701,0.0001113029,0.02228602,0.533699,0.00005259574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186888,0.001917856,0.08913185,0.06058585,0.000591278,0.001708395,0.00002287848,0.0003963903,0.02695678],"genre_scores_gemma":[0.9639644,0.03574476,0.00009877086,0.000007030099,0.00001578114,0.0000973424,0.000006503548,0.000006757194,0.00005867875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9151312,"threshold_uncertainty_score":0.1423798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236323296","doi":"10.32920/ryerson.14648895.v1","title":"Enhancing the functional design of a multi-touch UAV ground control station","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Gesture; Interface (matter); Key (lock); Fidelity; Remote control; Control (management); Simulation; Computer science; Virtual reality; High fidelity; Human–computer interaction; Engineering; Computer hardware; Computer vision; Artificial intelligence; Telecommunications; Electrical engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.05826815070242023,"gpt":0.2690688799342574,"spread":0.2108007292318372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001934947,0.0001294572,0.0001596856,0.00005539896,0.00005418556,0.00004825124,0.00009515216,0.0001220297,0.0001717798],"category_scores_gemma":[0.00003892367,0.00010843,0.00007353986,0.00007610925,0.00001658587,0.00003698228,0.00003168678,0.0002353635,0.00001049101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006210383,"about_ca_system_score_gemma":0.00008568035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009585241,"about_ca_topic_score_gemma":0.00005996226,"domain_scores_codex":[0.9992051,0.00004248929,0.0003287299,0.0001672747,0.0001579003,0.00009850162],"domain_scores_gemma":[0.9991375,0.0002754318,0.00006166306,0.0002961252,0.0002019373,0.00002739496],"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":[0.000003714238,0.00001740047,0.00001353623,0.00004240392,0.00007504298,1.03405e-7,0.0003105693,0.9871487,0.01127626,0.0003244423,0.0001145777,0.0006732463],"study_design_scores_gemma":[0.0003292163,0.000002859716,0.001076999,0.00002828396,0.00004374028,7.311215e-7,0.0002590646,0.9947212,0.003140888,0.0002133275,0.0000759848,0.0001076867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02067486,0.0002301464,0.9778535,0.00006507758,0.0003076429,0.00044276,0.0000155676,0.0001772869,0.0002331334],"genre_scores_gemma":[0.9739769,0.0000379313,0.02530758,0.00007144175,0.00007231209,0.0002020236,0.0001172654,0.00002407654,0.0001905117],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.953302,"threshold_uncertainty_score":0.4421649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399206509","doi":"10.5194/isprs-annals-x-4-w4-2024-201-2024","title":"Study on the effect of color space in deep multitask learning neural networks for road segmentation","year":2024,"lang":"en","type":"article","venue":"ISPRS annals of the photogrammetry, remote sensing and spatial information sciences","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Segmentation; Artificial intelligence; Computer science; Artificial neural network; Deep learning; Space (punctuation); Deep neural networks","retraction":null,"screen_n_in":null,"score":{"opus":0.0384637540593534,"gpt":0.3281669116042366,"spread":0.2897031575448832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009824736,0.00008762075,0.0001179857,0.000155493,0.0001577152,0.0001029466,0.00008914957,0.00003309227,6.817955e-7],"category_scores_gemma":[0.0001876875,0.00005265096,0.00005591189,0.0004921793,0.00007835889,0.000104117,0.00001830005,0.0001124469,4.588827e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000920174,"about_ca_system_score_gemma":0.000007054786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00762289,"about_ca_topic_score_gemma":0.001493576,"domain_scores_codex":[0.9992584,0.00007331032,0.0002813807,0.00008032769,0.0001847982,0.0001217553],"domain_scores_gemma":[0.999293,0.000454629,0.00008160727,0.0000941939,0.0000567401,0.00001983949],"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":[0.00001169729,0.000002146875,0.0001426353,0.00001671763,0.000007204414,2.219096e-8,0.001011094,0.5994081,0.0001964565,0.000002774238,0.00001412492,0.399187],"study_design_scores_gemma":[0.0001719946,0.0002193752,0.001082829,0.00005300272,0.00001033638,7.380874e-7,0.001137683,0.9906809,0.006500603,0.00002405363,0.00006423775,0.00005427288],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6674686,0.00004506031,0.3313586,0.0002660616,0.0001783066,0.0005649596,0.000002151295,0.00003375246,0.00008250242],"genre_scores_gemma":[0.9997513,0.00001377709,0.0001567627,0.00004804986,0.00001703614,0.000002134014,0.000003064732,0.000004784558,0.0000030984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3991327,"threshold_uncertainty_score":0.9989854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083910343","doi":"10.32393/csme.2020.1281","title":"Spacial Simulation of Shipboard Operations for Skid-equipped Rotary-wing Aircraft","year":2020,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 3","topic":"Simulation and Modeling Applications","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":"Carleton University","funders":"","keywords":"Skid (aerodynamics); Aeronautics; Aerospace engineering; Wing; Marine engineering; Computer science; Automotive engineering; Engineering; Simulation; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02112932979171071,"gpt":0.2597505093968636,"spread":0.2386211796051529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341634,0.0001630743,0.0002276867,0.0001757986,0.00004814627,0.00003017486,0.0001746892,0.0001517607,0.00005241116],"category_scores_gemma":[0.0001974918,0.0002052771,0.00007734167,0.0003401068,0.00001468129,0.0001064732,0.00001501356,0.0001769093,0.00001204143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682907,"about_ca_system_score_gemma":0.0001152947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136257,"about_ca_topic_score_gemma":0.006860984,"domain_scores_codex":[0.998868,0.000008960543,0.0003852354,0.0002205633,0.0001309584,0.0003862553],"domain_scores_gemma":[0.9992599,0.00004873562,0.00001813944,0.000169456,0.00008206983,0.0004216394],"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":[0.000005362602,0.000007154182,0.0003571608,0.00007441217,0.00001249521,0.000001021814,0.0001641924,0.9935215,0.0004202657,0.002230168,0.00006870783,0.003137525],"study_design_scores_gemma":[0.0003628535,0.00003220557,0.0003642742,0.00002751952,0.0000136845,3.227474e-7,0.0000127741,0.990052,0.0004034989,0.00005668952,0.008469736,0.0002044421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09005243,0.0003561944,0.9051872,0.001988648,0.0003750897,0.001270068,0.0001842979,0.0005030948,0.00008301158],"genre_scores_gemma":[0.9814526,0.000004007911,0.01786308,0.0001303181,0.0001967818,0.0002205085,0.0000662798,0.00005808015,0.000008282785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8914002,"threshold_uncertainty_score":0.8370957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2367005639","doi":"","title":"2D polygon morphing based on polygonal shape controlling","year":2010,"lang":"en","type":"article","venue":"Computer Engineering and Applications Journal","topic":"Simulation and Modeling Applications","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":"Science North","funders":"","keywords":"Morphing; Polygon (computer graphics); Feature (linguistics); Computer science; Position (finance); Monotone polygon; Constraint (computer-aided design); Shrinkage; Sequence (biology); Simple polygon; Artificial intelligence; Mathematics; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.007588275736991543,"gpt":0.2106499995772778,"spread":0.2030617238402863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482719,0.0001638516,0.0001339153,0.000204619,0.0001996328,0.0001581388,0.0001511575,0.00007941989,0.00003026336],"category_scores_gemma":[0.000006461496,0.0001686957,0.00005866555,0.0001480259,0.00001756649,0.00007390887,0.00001329626,0.0005818215,0.00001554895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002181599,"about_ca_system_score_gemma":0.00001573801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.732772e-7,"about_ca_topic_score_gemma":2.975844e-7,"domain_scores_codex":[0.9992549,0.000004877941,0.000244107,0.0001578892,0.00012973,0.000208474],"domain_scores_gemma":[0.9993989,0.0001111502,0.00003327669,0.0002118845,0.00005529045,0.0001894501],"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":[0.000001805325,0.00001747905,0.00004738375,0.000009279889,0.00001256059,6.482728e-7,0.00001989236,0.9574764,0.008684237,0.001774838,0.0001185485,0.03183691],"study_design_scores_gemma":[0.000388178,0.00001169616,0.0007311345,0.00002039405,0.0000117474,0.00005329286,0.000002373307,0.9774204,0.0003261718,0.0001055624,0.02075665,0.0001723508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08885472,0.00008968462,0.909865,0.0001794933,0.0002893076,0.0001402967,0.000005743496,0.0003716599,0.0002041462],"genre_scores_gemma":[0.9575437,0.00001662896,0.04111499,0.0001477402,0.001062129,0.00005954748,0.000009210614,0.00003807657,0.000007993066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.86875,"threshold_uncertainty_score":0.6879212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4324122600","doi":"10.23977/acss.2023.070201","title":"Application of Virtual Reality Technology Based on Bim in Architectural Engineering Design","year":2023,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"LEAPS; Architectural technology; Architectural engineer; Building information modeling; Engineering; Systems engineering; Virtual reality; Architectural design; Design technology; Engineering design process; Architectural engineering; Computer science; Construction engineering; Engineering management; Software engineering; Architecture; Human–computer interaction; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0211614045548215,"gpt":0.2682280187149947,"spread":0.2470666141601732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078769,0.00007668045,0.000147103,0.0003696521,0.00001099801,0.000007377367,0.00007120744,0.00004962815,2.268934e-7],"category_scores_gemma":[0.000006657237,0.00007671269,0.00001212088,0.0004862449,0.00001241692,0.00003708484,0.00001035495,0.00007583018,0.00000195365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001955128,"about_ca_system_score_gemma":0.000004113821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001083042,"about_ca_topic_score_gemma":0.000003763058,"domain_scores_codex":[0.9994237,0.00001861512,0.0002449498,0.0001352132,0.00006921731,0.0001082519],"domain_scores_gemma":[0.9996081,0.0001955363,0.00002638089,0.0001371837,0.00001496219,0.00001785225],"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":[0.000003170541,0.000006419771,0.0004840801,0.00005109826,0.000001603518,4.772242e-7,0.00004371261,0.9620475,0.000850802,0.001310859,0.000002728639,0.03519755],"study_design_scores_gemma":[0.0001975343,0.00002943233,0.0007334095,0.00008881733,7.652559e-7,8.482115e-7,0.00001057268,0.9979834,0.0003453239,0.0003159384,0.0002218685,0.00007208582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0840469,0.0002739326,0.9151204,0.00002944378,0.00009249481,0.0002368272,0.000003207165,0.0001821013,0.00001468812],"genre_scores_gemma":[0.9967268,0.00003636422,0.003074095,0.000006416451,0.00002726504,0.0001124776,0.000006272925,0.000009677885,7.050002e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9126799,"threshold_uncertainty_score":0.3128253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071531016","doi":"10.5539/mas.v3n3p128","title":"Study on the Free-positioning of ETS in the PDL Track Surveying System","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Track (disk drive); Computer science; Line (geometry); Total station; Remote sensing; Telecommunications; Geodesy; Geology; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.0434556045760683,"gpt":0.2714180052315306,"spread":0.2279624006554623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126119,0.00007049255,0.00007646711,0.00007767701,0.0002052827,0.00005597247,0.0005386063,0.00001778506,9.452236e-7],"category_scores_gemma":[0.00001641351,0.00004566384,0.00001465027,0.000509612,0.00004983024,0.00004542379,0.0000142203,0.0001198589,0.000006744549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000486924,"about_ca_system_score_gemma":0.00001497445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008698364,"about_ca_topic_score_gemma":0.000009002877,"domain_scores_codex":[0.9991619,0.00002416543,0.0001729228,0.000155594,0.00034162,0.0001438157],"domain_scores_gemma":[0.9993435,0.0001250451,0.00002707833,0.0004589472,0.00002601042,0.00001944141],"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":[0.000003430963,0.00008614347,0.0001797561,0.000004698632,0.000002239736,4.844173e-7,0.01021762,0.9080161,0.05411578,0.02483602,0.00002675737,0.00251099],"study_design_scores_gemma":[0.0001689352,0.00001568801,0.02696186,0.00001478973,0.000003265132,8.867946e-7,0.002404539,0.967298,0.002021872,0.001040231,0.000004029909,0.00006592628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836425,0.00001053062,0.09951331,0.0001557255,0.00002611362,0.0004679174,0.00000169674,0.00009253939,0.01608968],"genre_scores_gemma":[0.999666,3.685981e-7,0.0001598504,0.000106033,0.00001188047,0.00004776293,5.51498e-7,0.000004947977,0.000002650606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1160235,"threshold_uncertainty_score":0.1862117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2382090163","doi":"","title":"Research on the Interactive Multimedia Teaching System of Vocal Music","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Graphics; Computer graphics; Field (mathematics); Interactive media; Software; Human–computer interaction; Computer graphics (images); Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.0434972703837458,"gpt":0.3279601309635419,"spread":0.2844628605797961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144537,0.00009485974,0.0001019142,0.0001516649,0.0002086929,0.00003151603,0.0003029572,0.00005102636,0.000008550886],"category_scores_gemma":[0.000001386495,0.00007693267,0.00004943851,0.0002630352,0.00003791041,0.00003758174,0.00002548593,0.0003921228,0.0001596869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009078367,"about_ca_system_score_gemma":0.00001248993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001116177,"about_ca_topic_score_gemma":0.00000170252,"domain_scores_codex":[0.9992313,0.00005376819,0.0002265735,0.0001731878,0.0001495072,0.0001656026],"domain_scores_gemma":[0.9990447,0.0003949174,0.00002981043,0.0003734055,0.0001107161,0.00004640844],"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":[0.00001199458,0.0003373508,0.00001881479,0.00006097213,0.00007218082,4.769313e-7,0.004292407,0.2328342,0.0549532,0.1854906,0.02257254,0.4993552],"study_design_scores_gemma":[0.0002328277,0.00003057535,0.001123651,0.00007503961,0.00001084598,0.000004756872,0.0007504986,0.9043339,0.008397594,0.0007531646,0.08413304,0.0001541213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05939599,0.00004307495,0.9257402,0.0005921638,0.00002497978,0.001017607,0.00001453161,0.0003963363,0.01277516],"genre_scores_gemma":[0.9739451,0.000001865891,0.02541186,0.0001232638,0.0001544169,0.0002929671,0.00001561869,0.00001470816,0.0000402226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9145491,"threshold_uncertainty_score":0.3137223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070701622","doi":"10.5539/cis.v1n4p179","title":"Panoramic Images Automatically Stitching Algorithm Introduction","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Image stitching; Panorama; Computer science; Rendering (computer graphics); Artificial intelligence; Computer vision; Key (lock); Computer graphics (images)","retraction":null,"screen_n_in":null,"score":{"opus":0.007570937515704919,"gpt":0.2173153870327122,"spread":0.2097444495170073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185977,0.00004866208,0.00004531283,0.0001418722,0.000222277,0.00009777291,0.00008314116,0.00001494043,0.000006081114],"category_scores_gemma":[0.000009902758,0.00004620023,0.000008464345,0.0002624489,0.00009988273,0.002634923,0.00002531036,0.00004861374,0.00005065092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002182759,"about_ca_system_score_gemma":0.00002057876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001395406,"about_ca_topic_score_gemma":2.194877e-8,"domain_scores_codex":[0.9995515,0.000002428397,0.0001525008,0.00006207644,0.0001393837,0.00009206057],"domain_scores_gemma":[0.9997276,0.00001144457,0.00001728514,0.0001016161,0.00009237804,0.00004968479],"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":[4.136489e-7,0.000006641422,0.0001061855,0.00001497955,0.000003222295,1.45943e-7,0.001983629,0.3814351,0.0007513768,0.003581541,0.002660094,0.6094567],"study_design_scores_gemma":[0.00007678855,0.000005026389,0.01021301,0.00000233435,8.703631e-7,0.00002064681,0.00001211528,0.9846126,0.0003889177,0.00006479976,0.004544787,0.00005814706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09772133,0.000008410542,0.900664,0.0001099531,0.0002211985,0.00005760949,0.000001446039,0.0002699994,0.0009459967],"genre_scores_gemma":[0.894995,0.00003995915,0.1046851,0.0001468151,0.0001130845,0.000004199307,0.00000715816,0.00000217527,0.000006448033],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7972738,"threshold_uncertainty_score":0.1910256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2755326433","doi":"10.3968/9843","title":"The Influence and Enlightenment of the Media on National Spirit","year":2017,"lang":"en","type":"article","venue":"Canadian social science","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Enlightenment; National Spirit; Aesthetics; Sociology; Epistemology; Political science; Philosophy; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01794723417991282,"gpt":0.2632956642764122,"spread":0.2453484300964994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565145,0.00002189787,0.00001838207,0.00001512632,0.001197626,0.00005973565,0.0002809071,0.00001275177,0.00000181287],"category_scores_gemma":[0.000137813,0.00001464708,0.000007413251,0.00005549787,0.0004077175,0.0000440089,0.00001277685,0.00003316411,0.000002544966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009531552,"about_ca_system_score_gemma":0.0001346708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008404849,"about_ca_topic_score_gemma":0.005796112,"domain_scores_codex":[0.9996601,0.000002128062,0.00004132594,0.00004679363,0.0001664121,0.0000831848],"domain_scores_gemma":[0.9997435,0.00002444575,0.00001628416,0.0001018102,0.00005590008,0.00005809716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001167939,0.000005277768,0.01549913,0.000005394472,0.000007850515,3.146359e-7,0.003960199,0.009197159,0.005435733,0.9081956,0.002693329,0.05499884],"study_design_scores_gemma":[0.0001060992,0.000002755736,0.8966514,0.00001089457,0.000002800227,4.430449e-7,0.0002244845,0.02378022,0.001049013,0.00571679,0.0723579,0.0000972293],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250604,0.0000168492,0.00001548674,0.003194552,0.0001644191,0.00008224088,0.00001496888,0.000009135783,0.07144195],"genre_scores_gemma":[0.9997737,0.000004120164,0.000014781,0.0001477814,0.00003036488,0.000004428331,1.050929e-7,0.000001435305,0.00002327974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9024788,"threshold_uncertainty_score":0.9211292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080994844","doi":"10.4028/www.scientific.net/amm.178-181.1983","title":"Research on Parametric Modeling and Computing of Multi-Tower Suspension Bridge Based on ANSYS","year":2012,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Simulation and Modeling Applications","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":"Ministry of Transportation of Ontario","funders":"","keywords":"Bridge (graph theory); OpenGL; Suspension (topology); Tower; Parametric statistics; Finite element method; Graphics; Computer science; Parametric model; Interface (matter); Parametric design; Structural engineering; Engineering; Engineering drawing; Computer graphics (images); Operating system; Artificial intelligence; Visualization","retraction":null,"screen_n_in":null,"score":{"opus":0.112054710606216,"gpt":0.3382803233905577,"spread":0.2262256127843417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008063884,0.00009905723,0.0001616918,0.0001948997,0.0000837214,0.00002741617,0.00004377744,0.00008129962,0.00001022442],"category_scores_gemma":[0.00001654694,0.00009486566,0.00001088224,0.0001431737,0.000006856483,0.00002152212,0.00003055047,0.00008068718,0.000006550846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001703382,"about_ca_system_score_gemma":0.000005253003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540444,"about_ca_topic_score_gemma":4.477233e-7,"domain_scores_codex":[0.9992729,0.00002105439,0.0002021043,0.0001457342,0.0001477267,0.0002104732],"domain_scores_gemma":[0.9995525,0.0001313632,0.00002614891,0.0001700137,0.00004427401,0.00007570681],"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":[0.00005789753,0.0001207971,0.000004436695,0.0001288636,0.00001371346,2.070859e-7,0.0002457811,0.5726339,0.2381326,0.1849503,0.00005759925,0.003653912],"study_design_scores_gemma":[0.0003954895,0.00002225271,0.00004915289,0.00003089821,0.000006957334,3.764922e-7,0.0000468943,0.9545053,0.04389263,0.0009034844,0.00005074805,0.00009576869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6604805,0.00003931575,0.3388866,0.000008042392,0.0001116812,0.0002395627,0.000009383584,0.00005521947,0.0001696123],"genre_scores_gemma":[0.9931211,0.00004532878,0.006682051,0.00004534595,0.00004587999,0.00001750181,0.00001488806,0.00002527299,0.000002563129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3818714,"threshold_uncertainty_score":0.3868509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1556525173","doi":"","title":"Ergonomic design of interface for conceptual floor plan model and spatial event handling in rfid application","year":2009,"lang":"en","type":"article","venue":"Journal of Medical Informatics & Technologies","topic":"Simulation and Modeling Applications","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 Calgary","funders":"","keywords":"Computer science; Interface (matter); Floor plan; Event (particle physics); Human–computer interaction; Plan (archaeology); Conceptual design; Conceptual model; Interface design; Engineering drawing; Database; Engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02982714469794801,"gpt":0.2894454788774671,"spread":0.2596183341795191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308916,0.00007132347,0.000187725,0.0002167635,0.00001655086,0.000009827206,0.0002046805,0.0001609803,0.000001018776],"category_scores_gemma":[0.000180975,0.00006108557,0.00002648702,0.00007982062,0.00006382151,0.0001026146,0.00001956663,0.0002133107,4.783416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004423762,"about_ca_system_score_gemma":0.00004955186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001692079,"about_ca_topic_score_gemma":0.000002439669,"domain_scores_codex":[0.9990095,0.000003599416,0.0006858249,0.00003110396,0.0001756071,0.00009435984],"domain_scores_gemma":[0.9995617,0.00008379573,0.0001769109,0.00008692671,0.00005787499,0.00003283619],"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":[0.0000185132,0.00001536605,0.00001655904,0.00002473067,0.000008678294,7.084071e-8,0.0007341857,0.8797808,0.0006788593,0.0008050172,0.00005840181,0.1178588],"study_design_scores_gemma":[0.0006465812,0.00008339691,0.00003056161,0.00008719718,0.000009155282,0.00000774303,0.001381045,0.9903649,0.003334745,0.003897681,0.0001034434,0.00005354475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2513598,0.0002175048,0.7479566,0.0002263775,0.00002165464,0.0001407387,0.00000232255,0.00006607988,0.000008868986],"genre_scores_gemma":[0.9550838,0.0004127247,0.04445066,0.00002480647,0.00001162848,0.00001005368,0.000001501961,0.000004220636,6.388466e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.703724,"threshold_uncertainty_score":0.2490997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004955704","doi":"10.4028/www.scientific.net/amm.409-410.1374","title":"Established Methods of Space between Expressway Work Zones Based on Delay of Expressway","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Simulation and Modeling Applications","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":"Ministry of Transportation of Ontario","funders":"","keywords":"Queue; Work (physics); Traffic flow (computer networking); Transport engineering; Work space; Space (punctuation); Work zone; Computer science; Traffic bottleneck; Civil engineering; Traffic optimization; Engineering; Traffic congestion; Floating car data; Computer network; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01841504055037398,"gpt":0.2576389130337242,"spread":0.2392238724833503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003085605,0.0001399193,0.0003206495,0.00008768508,0.00002814676,0.00002969541,0.0001062609,0.0001106667,0.0001500288],"category_scores_gemma":[0.00001710581,0.0001306071,0.00002611299,0.0001108294,0.00001033392,0.00004243143,0.00003102947,0.00004496666,0.000007438278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006849501,"about_ca_system_score_gemma":0.000006769011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001937418,"about_ca_topic_score_gemma":1.662855e-7,"domain_scores_codex":[0.999224,0.00002799702,0.0003429105,0.0001593391,0.0001050811,0.0001406935],"domain_scores_gemma":[0.9992902,0.0001868451,0.00009489193,0.000310203,0.00005447669,0.00006336806],"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":[0.00001613297,0.00002256549,0.000002799304,0.0001175767,0.00002562882,4.217249e-8,0.0001254486,0.01640308,0.9007049,0.07691164,0.0002629332,0.005407294],"study_design_scores_gemma":[0.0004102818,0.00002122237,0.00007529354,0.00004546041,0.00003570365,8.406455e-8,0.00004822966,0.01602498,0.9674938,0.01460597,0.001068059,0.0001709047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2106154,0.00002889941,0.7879182,0.00002466821,0.0001030826,0.000509322,0.00003485403,0.00008939546,0.0006762038],"genre_scores_gemma":[0.825956,0.00001661503,0.1737038,0.00002144784,0.00003282131,0.0002059674,0.00002347305,0.00002860357,0.00001122996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6153406,"threshold_uncertainty_score":0.5326005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965391848","doi":"10.2991/ijcis.2011.4.6.10","title":"Model-based simulation of driver expectation in mountainous road using various control strategies","year":2011,"lang":"en","type":"article","venue":"International Journal of Computational Intelligence Systems","topic":"Simulation and Modeling Applications","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":"Ministry of Transportation of Ontario","funders":"National Natural Science Foundation of China","keywords":"Trajectory; Computer science; Control (management); Simulation; Driving simulation; Vehicle dynamics; Key (lock); Driving simulator; Automotive engineering; Control theory (sociology); Engineering; Artificial intelligence; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.06203589656932931,"gpt":0.3231267195965206,"spread":0.2610908230271913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685043,0.0001299852,0.0002228283,0.000548638,0.00002287635,0.00004419462,0.0002677986,0.00007357939,0.00001854337],"category_scores_gemma":[0.00003580197,0.0001362367,0.00009171446,0.0001694019,0.00004233802,0.0003947123,0.000007353753,0.0001341782,0.000003626396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247357,"about_ca_system_score_gemma":0.0001948244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262458,"about_ca_topic_score_gemma":0.000008931913,"domain_scores_codex":[0.9981971,0.00004764597,0.001013476,0.000103266,0.0005295872,0.0001089326],"domain_scores_gemma":[0.9979728,0.0001766517,0.0003968911,0.00007995625,0.001325329,0.00004830829],"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":[0.00006358437,0.00007865325,0.0007267531,0.00001662746,0.00007567673,0.000005426168,0.001526817,0.9920897,0.0004982536,0.004019178,0.000002018686,0.0008972549],"study_design_scores_gemma":[0.0003889553,0.0000321664,0.001603993,0.0001068158,0.00001661096,0.00001799038,0.0005465971,0.9905005,0.0003109211,0.006359803,0.000003875579,0.0001117583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2944233,0.00009288838,0.7047387,0.000006288129,0.0003795793,0.0001208763,0.00001040583,0.00002101796,0.0002069613],"genre_scores_gemma":[0.9890925,0.000005281383,0.01076573,0.00001697785,0.00008167873,0.000006464249,0.00001081525,0.00001807032,0.000002429295],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6946692,"threshold_uncertainty_score":0.5555573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2361397464","doi":"","title":"Design and Application of Open Motion Control System Based on PCI-Bus","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"PCI configuration space; Conventional PCI; Computer science; PCI Express; Motion control; Control system; Local bus; Control bus; Computer hardware; Embedded system; System bus; Simulation; Field-programmable gate array; Electrical engineering; Artificial intelligence; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02342859292727813,"gpt":0.2312615448014389,"spread":0.2078329518741607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001667331,0.0001337261,0.000164356,0.0001227097,0.00009680535,0.00003474732,0.0003109181,0.0000716416,0.000006106315],"category_scores_gemma":[3.330762e-7,0.0001435391,0.00002962754,0.0002054534,0.00003162273,0.00007537768,0.00002857048,0.00007137428,0.00004322388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004862326,"about_ca_system_score_gemma":0.00001403098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002764316,"about_ca_topic_score_gemma":9.914611e-7,"domain_scores_codex":[0.9992312,0.00002783657,0.0002932058,0.0002502961,0.0000759723,0.0001215159],"domain_scores_gemma":[0.9993014,0.0000795827,0.00007232632,0.0003882056,0.00009064202,0.00006787384],"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":[0.00002966633,0.0001996328,0.0002669446,0.0001347123,0.00004190394,1.393525e-7,0.0002940524,0.8053052,0.01607313,0.02263004,0.0003627578,0.1546619],"study_design_scores_gemma":[0.0006516181,0.00001858997,0.0008580094,0.00001694933,0.00002660466,0.000002450368,0.00001370406,0.9874774,0.005221649,0.000340066,0.005238879,0.0001340577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000859928,0.00003423938,0.9948155,0.00003197501,0.000009613359,0.002149768,0.00001782248,0.0003100084,0.0017712],"genre_scores_gemma":[0.7529715,0.00000248508,0.2454118,0.00007283023,0.00002290947,0.001463639,0.00002603106,0.0000232833,0.000005521589],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7521116,"threshold_uncertainty_score":0.5853357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2359677996","doi":"","title":"The Application of Mixed Programming Method Based on Delphi and Matlab in Traffic Flow Estimate","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; MATLAB; Delphi; Traffic flow (computer networking); Software; Simple (philosophy); Flow (mathematics); Real-time computing; Simulation; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.0082866852813909,"gpt":0.2762562623842968,"spread":0.2679695771029059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025687,0.0001287517,0.000129231,0.0001166231,0.0001973388,0.00003529668,0.0001748508,0.00006110526,6.823719e-7],"category_scores_gemma":[8.573449e-7,0.0001159855,0.00003630802,0.0003635073,0.00002777561,0.00003255824,0.00001443242,0.000113725,0.000007044516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003564108,"about_ca_system_score_gemma":0.00001260802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003929321,"about_ca_topic_score_gemma":0.00001322272,"domain_scores_codex":[0.9991971,0.00002031375,0.0003141196,0.0002158034,0.00008618853,0.0001665129],"domain_scores_gemma":[0.9993693,0.0001697608,0.00004850502,0.0003162613,0.00004848776,0.00004769339],"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":[0.000002097801,0.00003518307,0.00001179974,0.000008621254,0.00000241589,2.549786e-8,0.00006435069,0.5102593,0.001043133,0.001046852,0.00003549771,0.4874907],"study_design_scores_gemma":[0.000270984,0.00001330069,0.001308934,0.00001138026,0.000008597634,0.000001529611,0.0000102083,0.955276,0.0007768952,0.0004889517,0.04172796,0.0001052443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02039024,0.0001068689,0.977821,0.0004065798,0.000006404039,0.0009507433,0.000006726927,0.0002250288,0.00008641789],"genre_scores_gemma":[0.5504491,0.000008848473,0.4489053,0.00005807425,0.00002031422,0.000512932,0.00002982543,0.00001281658,0.000002779521],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5300589,"threshold_uncertainty_score":0.4729751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410888397","doi":"10.5267/j.ijiec.2025.5.001","title":"Entire-process scheduling optimization strategy for railway emergency logistics based on two-stage multi-objective programming","year":2025,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Scheduling (production processes); Computer science; Process (computing); Stage (stratigraphy); Mathematical optimization; Operations research; Operations management; Engineering; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.06018382696571139,"gpt":0.3496700359595225,"spread":0.2894862089938111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002378004,0.00016425,0.0001757847,0.0006057464,0.00007908721,0.00009007009,0.0002617524,0.0001028156,0.00001788696],"category_scores_gemma":[0.0004720397,0.0001827783,0.0001280114,0.0003489349,0.00001356097,0.0001434025,0.00001065959,0.0003029343,0.00000121211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022479,"about_ca_system_score_gemma":0.0001583865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000389341,"about_ca_topic_score_gemma":0.000001487081,"domain_scores_codex":[0.9987994,0.00001518182,0.0006458801,0.0001329964,0.0002521584,0.0001543417],"domain_scores_gemma":[0.9984778,0.0002484224,0.0001734665,0.00008902764,0.0009450571,0.0000662009],"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":[0.00003274148,0.00008285193,0.00008512327,0.00001681917,0.000147767,0.000001460658,0.00004742406,0.992322,0.00009759446,0.00191326,0.0000641004,0.005188826],"study_design_scores_gemma":[0.00213856,0.00004286792,0.00003286788,0.0001583775,0.00004284025,0.000001704952,0.00008085976,0.9963768,0.0003566562,0.00009303501,0.0005344308,0.0001410031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005450389,0.00003340718,0.9906785,0.0001638576,0.003052356,0.0003117113,0.00004448774,0.0001423717,0.000122958],"genre_scores_gemma":[0.9217691,0.000006928509,0.07763885,0.00002421929,0.0003921235,0.00004190523,0.00006140632,0.00002842255,0.00003700763],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9163188,"threshold_uncertainty_score":0.7453485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376853386","doi":"10.23977/jaip.2023.060303","title":"A rapid simulation development platform for autonomous driving based on CARLA and ROS","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Development (topology); Process (computing); Computer science; Systems engineering; Motion planning; Computer architecture; Simulation; Embedded system; Engineering; Artificial intelligence; Robot; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.09967515555111567,"gpt":0.3558853442290614,"spread":0.2562101886779457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000707057,0.00008482714,0.0001087935,0.0002130949,0.0001242301,0.00007327812,0.00006839149,0.0000515401,0.0000113035],"category_scores_gemma":[0.0006503966,0.00008395544,0.0000398341,0.0002017907,0.0000146693,0.00029541,0.00000761353,0.0001437885,0.00002508888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008101189,"about_ca_system_score_gemma":0.00007128459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001418314,"about_ca_topic_score_gemma":0.000003306916,"domain_scores_codex":[0.9991446,0.00001263195,0.0004568928,0.00008546712,0.0001707062,0.0001297112],"domain_scores_gemma":[0.9981392,0.001326653,0.0001551151,0.00008295562,0.0002271022,0.00006894326],"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":[0.00004248386,0.00002156649,0.000005551792,0.000009293001,0.00001399352,0.000001219386,0.0006452924,0.7976684,0.0005266339,0.0004218899,0.00003818518,0.2006055],"study_design_scores_gemma":[0.00004685694,0.00006097401,0.00006869373,0.00002843145,0.00002196967,0.000003818516,0.0004987251,0.9696409,0.006813717,0.0006569942,0.02207136,0.00008763202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07057234,0.000036942,0.9279758,0.0005674789,0.0002892446,0.0001988185,0.000001531599,0.00009760851,0.0002602286],"genre_scores_gemma":[0.9775382,0.00002939306,0.02215702,0.0001049688,0.0001237732,0.00001275731,0.000003276801,0.00001790565,0.00001273605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9069659,"threshold_uncertainty_score":0.3423604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098730621","doi":"10.1109/cive.2009.4926317","title":"Architectural design for the 3D virtual Radiology Department using Virtual reality technology","year":2009,"lang":"en","type":"article","venue":"","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Virtual reality; Architecture; Computer science; Virtual machine; Instructional simulation; Multimedia; Metaverse; Entertainment; Human–computer interaction; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.05197996661617256,"gpt":0.2998402817514174,"spread":0.2478603151352448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353193,0.0000948946,0.0001003661,0.00006672253,0.0001265171,0.00001094615,0.000121601,0.00008324211,0.00001230732],"category_scores_gemma":[0.00002858157,0.00006865625,0.0000364399,0.0001141967,0.00003952357,0.00001968305,0.000008867728,0.00008794011,0.000005727083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004921592,"about_ca_system_score_gemma":0.00001469963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004597646,"about_ca_topic_score_gemma":0.000005428572,"domain_scores_codex":[0.9994651,0.00001545037,0.0001614397,0.0001265247,0.00004604337,0.0001854348],"domain_scores_gemma":[0.9995022,0.0001984821,0.00001613043,0.0002268864,0.00002730061,0.00002899773],"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":[0.00001026175,0.000007469881,0.000004068914,5.724768e-7,0.00001580426,1.005258e-7,0.00004025583,0.935711,0.00322362,0.01295315,0.0003212121,0.04771248],"study_design_scores_gemma":[0.0002438883,0.00008053191,0.0001113243,0.000001396928,0.00001743319,0.00001806421,0.00003611898,0.992327,0.002041696,0.002644062,0.002389998,0.00008846325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06756751,0.00006762365,0.930341,0.0009054448,0.00008734104,0.0004340081,0.000005425651,0.0004339827,0.0001576666],"genre_scores_gemma":[0.9676926,0.000007351272,0.03189351,0.000214607,0.00006833528,0.0000593943,0.000009077105,0.00001034735,0.00004475506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9001251,"threshold_uncertainty_score":0.279972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}