{"meta":{"query_hash":"09493bcd0691","filters":{"venue":"AIAA SCITECH 2023 Forum"},"cohort_total":81,"direct_labels_cover":0,"predictions_cover":81,"exported":81,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/09493bcd0691","api":"https://metacan.xera.ac/api/v1/cohort?venue=AIAA+SCITECH+2023+Forum"},"results":[{"id":"W4317568542","doi":"10.2514/6.2023-0310","title":"History of the NRC 1.5m Trisonic Wind Tunnel","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Aerospace; Aeronautics; Wind tunnel; Engineering; Project commissioning; Aerospace engineering; Forensic engineering; Publishing; Political science; Law","score_opus":0.014714208205893779,"score_gpt":0.19609357153615561,"score_spread":0.18137936333026183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317568542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92888564,0.001926807,0.0017885984,0.0044994047,0.00886618,0.00061147276,0.000050765473,0.009805408,0.043565735],"genre_scores_gemma":[0.99033105,0.00008317229,0.00010967553,0.00006213645,0.000033337335,0.000010532736,0.000002295991,0.00003809748,0.00932971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989461,0.000012006471,0.00021105613,0.00015394003,0.00028301863,0.00039392267],"domain_scores_gemma":[0.99925524,0.00007698,0.000041723317,0.00056190573,0.000038670616,0.00002548737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029564768,0.00013629881,0.00018360149,0.00022478659,0.000062224826,0.0000086999935,0.00045967926,0.00015014625,0.00002651022],"category_scores_gemma":[0.00018651244,0.000106550324,0.0001115644,0.0007673853,0.00011904809,0.00006267884,0.00017812467,0.00027126062,0.00023772252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061524142,0.000013876649,0.0022077893,0.00011192749,0.000056695982,0.000008270928,0.00040901438,0.0073663285,0.014535846,0.0018690624,0.94482416,0.028590893],"study_design_scores_gemma":[0.0012375206,0.00022928823,0.033586644,0.00054079166,0.000090267764,0.000024662937,0.0026483915,0.0434837,0.14492886,0.017447822,0.75471413,0.0010679447],"about_ca_topic_score_codex":0.000066429624,"about_ca_topic_score_gemma":0.000062205516,"teacher_disagreement_score":0.19011004,"about_ca_system_score_codex":0.00029504846,"about_ca_system_score_gemma":0.000060297676,"threshold_uncertainty_score":0.43449962},"labels":[],"label_agreement":null},{"id":"W4317568584","doi":"10.2514/6.2023-0171","title":"Validation of a Density Base Navier-Stokes solver simulating the startup deflagration to detonation process of Rotating Detonation Engine (RDE)","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computational fluid dynamics; Solver; Detonation; Turbulence; Combustion chamber; Aerospace engineering; Combustor; Deflagration; Mechanical engineering; Fluent; Combustion; Engineering; Mechanics; Computer science; Physics; Explosive material; Chemistry","score_opus":0.013736941873305177,"score_gpt":0.26250594494204466,"score_spread":0.24876900306873947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317568584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073866,0.000042897114,0.09055045,0.0006566234,0.00023112314,0.00050141715,0.000028247157,0.0003737975,0.00022885783],"genre_scores_gemma":[0.9979955,0.000013757014,0.001561268,0.00007145149,0.000037199745,0.00006867135,0.00011816936,0.000031783,0.0001022162],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983689,0.000040367337,0.00055540085,0.00021447214,0.00056878675,0.000252042],"domain_scores_gemma":[0.9985047,0.0003828669,0.000186168,0.00020846927,0.0006598345,0.00005795365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071535056,0.00016888452,0.00019325447,0.0004386402,0.00018205185,0.000045429442,0.00017788474,0.00008647974,0.00005070932],"category_scores_gemma":[0.0008752527,0.00015550488,0.000067171386,0.0021057767,0.000030144434,0.0004693987,0.000054716034,0.00013319214,0.00003353885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020949336,0.00002588227,0.0029339248,0.00032837864,0.000029166195,7.57446e-7,0.0018807217,0.90594476,0.04882499,0.0005652076,0.0006399705,0.038805302],"study_design_scores_gemma":[0.00024900044,0.000050401843,0.0031770263,0.00012839417,0.000024971345,0.0000014438805,0.0010384023,0.6385276,0.35496727,0.0014130961,0.00023745469,0.00018494994],"about_ca_topic_score_codex":0.000023167606,"about_ca_topic_score_gemma":0.000116872456,"teacher_disagreement_score":0.3061423,"about_ca_system_score_codex":0.00006187506,"about_ca_system_score_gemma":0.000052923493,"threshold_uncertainty_score":0.63413054},"labels":[],"label_agreement":null},{"id":"W4317568620","doi":"10.2514/6.2023-0213","title":"A Conceptual Sizing Tool for Regional and Commuter Aircraft with Hybrid-Electric Propulsion","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sizing; Propulsion; Electrically powered spacecraft propulsion; Aviation; Conceptual design; Automotive engineering; Systems engineering; Engineering; Carbon footprint; Fuel efficiency; Computer science; Aerospace engineering; Greenhouse gas; Mechanical engineering","score_opus":0.017223022838202543,"score_gpt":0.23788509490446702,"score_spread":0.22066207206626448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317568620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554659,0.00019561507,0.033196315,0.008004891,0.0000995264,0.001373113,0.000030981293,0.0011608746,0.00047279964],"genre_scores_gemma":[0.9851654,0.000075354714,0.011333978,0.0006621141,0.000024384368,0.00026387,0.000026915895,0.00003386229,0.0024140931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985518,0.000016829272,0.00016347693,0.00043255556,0.00027270644,0.00056264614],"domain_scores_gemma":[0.9994451,0.00014970393,0.0000639041,0.0002700495,0.000012641174,0.000058609756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017059727,0.00018348022,0.0001701287,0.00010443093,0.00034796356,0.000038259903,0.00025653405,0.000076859076,0.000052126295],"category_scores_gemma":[0.0000637409,0.00014271786,0.000044155826,0.0006943531,0.0003986675,0.000312352,0.00028173928,0.00016625154,0.00015069335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053462904,0.00018487472,0.114532374,0.000074960604,0.00009855423,0.00019357105,0.00053909747,0.0009832208,0.18969642,0.009974873,0.24119684,0.44199058],"study_design_scores_gemma":[0.005642119,0.0041476735,0.046836015,0.00028739282,0.000091086564,0.00039400626,0.0033850607,0.025401779,0.09745536,0.12873837,0.6850526,0.0025685362],"about_ca_topic_score_codex":0.000026156,"about_ca_topic_score_gemma":0.000034430752,"teacher_disagreement_score":0.44385573,"about_ca_system_score_codex":0.00007620385,"about_ca_system_score_gemma":0.000012478096,"threshold_uncertainty_score":0.5819866},"labels":[],"label_agreement":null},{"id":"W4317568847","doi":"10.2514/6.2023-0103","title":"Flight Testing Methodologies for Determining the Performance of Small Uninhabited Aerial Vehicles","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flight test; Aeronautics; Aerospace engineering; Controller (irrigation); Engineering; Computer science","score_opus":0.060406877666072445,"score_gpt":0.2727828797393246,"score_spread":0.21237600207325213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317568847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924056,0.0000465517,0.0050152014,0.0005970972,0.00040154657,0.00026381618,0.000021048534,0.001064568,0.0001845805],"genre_scores_gemma":[0.97969556,0.000037108977,0.019699588,0.000045194407,0.00007242083,0.000108627064,0.000018078208,0.000036348698,0.00028705088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913657,0.000018987159,0.00023664415,0.00014303795,0.00008907533,0.00037570766],"domain_scores_gemma":[0.9988472,0.000753896,0.000069358655,0.00023156342,0.00007846186,0.000019545589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044088456,0.00012677094,0.00018591451,0.00015496087,0.0001589655,0.000019707797,0.00030908769,0.00013077105,0.0000039768643],"category_scores_gemma":[0.0006025811,0.000098607874,0.00005629215,0.0008806644,0.000087387336,0.00008800505,0.00011576855,0.00013450922,0.00002333173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006818374,0.000024405217,0.11846291,0.0006193352,0.0001951713,0.0000046224122,0.00072472193,0.044748344,0.49207154,0.0032443618,0.022120988,0.3177154],"study_design_scores_gemma":[0.0009974078,0.00048093477,0.034357287,0.00015262255,0.00005035013,0.0000046414143,0.0011962212,0.33056942,0.61851126,0.0029316782,0.010253354,0.0004948294],"about_ca_topic_score_codex":0.000005442033,"about_ca_topic_score_gemma":0.000016148833,"teacher_disagreement_score":0.31722057,"about_ca_system_score_codex":0.000019110385,"about_ca_system_score_gemma":0.000014409124,"threshold_uncertainty_score":0.40211123},"labels":[],"label_agreement":null},{"id":"W4317581620","doi":"10.2514/6.2023-0447","title":"Aircraft Structures Projects Involving Aviation Museums Across Canada and the United States","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Victory; Aeronautics; Aviation; Fuselage; Aerospace; Engineering; Engineering education; Political science; Engineering management; Aerospace engineering; Politics; Law","score_opus":0.007165300743080869,"score_gpt":0.21666384048177692,"score_spread":0.20949853973869606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953529,0.00019785966,0.00050870405,0.0019629973,0.0010715672,0.00025648603,0.000027371843,0.00055671914,0.00006536841],"genre_scores_gemma":[0.9985531,0.00023565807,0.00016546849,0.00030446815,0.000039949675,0.00007946653,0.0001757976,0.000029823179,0.0004162533],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991282,0.000014162033,0.00016266796,0.00013610601,0.00020112074,0.00035769425],"domain_scores_gemma":[0.9996332,0.00008835566,0.000021993288,0.00015139344,0.000042681637,0.00006235334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019351693,0.00013540513,0.000106768755,0.00007906987,0.00017398458,0.00008601431,0.00013266201,0.000045851404,0.000013123904],"category_scores_gemma":[0.000064865766,0.00010257124,0.000017736906,0.0009774879,0.00003383439,0.00007591985,0.000059584367,0.00014839826,0.0000113122405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023068611,0.000019643301,0.024607219,0.0007178985,0.0003632009,0.000029816589,0.023665547,0.41643068,0.0015119796,0.009114504,0.5090862,0.01443024],"study_design_scores_gemma":[0.0021909003,0.000031305455,0.19877699,0.00020688323,0.000032754753,0.000027055255,0.028647974,0.57228494,0.004464499,0.0037204917,0.18837322,0.0012430159],"about_ca_topic_score_codex":0.08315325,"about_ca_topic_score_gemma":0.19051994,"teacher_disagreement_score":0.32071298,"about_ca_system_score_codex":0.00011769081,"about_ca_system_score_gemma":0.00006068703,"threshold_uncertainty_score":0.9229521},"labels":[],"label_agreement":null},{"id":"W4317581638","doi":"10.2514/6.2023-0988","title":"Estimation of Skin Friction on the NASA BeVERLI Hill using Oil Film Interferometry","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reynolds-averaged Navier–Stokes equations; Drag; Parasitic drag; Interferometry; Boundary layer; Computational fluid dynamics; Marine engineering; Velocimetry; Wind tunnel; Laser Doppler velocimetry; Turbulence; Flow (mathematics); Benchmark (surveying); Pressure measurement; Mechanical engineering; Computer science; Aerospace engineering; Mechanics; Optics; Engineering; Physics; Geology; Geodesy","score_opus":0.01267729796861843,"score_gpt":0.22275553084725302,"score_spread":0.21007823287863459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98966175,0.00005595684,0.0060136165,0.00043443812,0.0010524822,0.00010016411,0.00005171456,0.00032423504,0.0023056436],"genre_scores_gemma":[0.9988827,0.00005345208,0.00031381662,0.00005539027,0.00003942014,0.0000138177675,0.00004232018,0.00003505386,0.0005640021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911547,0.000019715872,0.00023623815,0.00014733053,0.00022102152,0.0002602387],"domain_scores_gemma":[0.99950653,0.00011495645,0.000040288156,0.00027079406,0.000026369034,0.00004105814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029911997,0.00013281184,0.0001301085,0.00031045044,0.00009738281,0.00003379821,0.00017193514,0.00009143609,0.000084632564],"category_scores_gemma":[0.00008380183,0.00010833931,0.000082311155,0.0010247466,0.00002443776,0.00011347835,0.00006761073,0.00017652837,0.00016806756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062614185,0.00001533908,0.00012521907,0.000063345324,0.000045527282,0.000002618707,0.00011443293,0.95693946,0.0071022213,0.0026824004,0.008204652,0.02469854],"study_design_scores_gemma":[0.00010302942,0.000037473197,0.0006065466,0.000094853895,0.000009478043,0.0000019414217,0.000075470365,0.9939597,0.0035959426,0.00064451847,0.0007592786,0.00011176865],"about_ca_topic_score_codex":0.00005168288,"about_ca_topic_score_gemma":0.000016694965,"teacher_disagreement_score":0.03702026,"about_ca_system_score_codex":0.00008157711,"about_ca_system_score_gemma":0.00001035541,"threshold_uncertainty_score":0.44179487},"labels":[],"label_agreement":null},{"id":"W4317581693","doi":"10.2514/6.2023-0991","title":"In Silico Studies on Pintle Nozzle with Lucrative SITVC by Creating Sanal Flow Choking and Unchoking Conditions","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Nozzle; Choking; Engineering; Mechanical engineering; Thrust; Aerospace engineering; Simulation","score_opus":0.022691957986671046,"score_gpt":0.3114878490406997,"score_spread":0.28879589105402864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935378,0.00059308787,0.00021629664,0.000984177,0.00024454697,0.00041020958,0.00008144478,0.00033701395,0.0035954278],"genre_scores_gemma":[0.9974657,0.000106802974,0.00011922414,0.000074061805,0.00006597338,0.00014883732,0.000036532427,0.000040961324,0.0019418559],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863183,0.000047543217,0.0002498733,0.00027351643,0.00032983298,0.00046741875],"domain_scores_gemma":[0.9993831,0.0002855993,0.000033807417,0.00016280993,0.00005783581,0.00007687631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034787937,0.00018053372,0.00025766168,0.0003627748,0.00030286386,0.00008305753,0.00011020307,0.00007269588,0.000042650478],"category_scores_gemma":[0.00010367666,0.00015082605,0.000027206668,0.0010741659,0.00006248275,0.00024640266,0.00009282521,0.00030806643,0.00010272845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023559955,0.00015479935,0.07194554,0.0014967461,0.0011653436,0.0005994993,0.026044123,0.08791447,0.17832217,0.0008197204,0.57091695,0.060385045],"study_design_scores_gemma":[0.007401136,0.0021938956,0.01601847,0.00722964,0.00010236962,0.0001136771,0.12156532,0.467309,0.31809428,0.010513076,0.045687698,0.0037714308],"about_ca_topic_score_codex":0.000052474465,"about_ca_topic_score_gemma":0.00034163418,"teacher_disagreement_score":0.5252293,"about_ca_system_score_codex":0.000104274026,"about_ca_system_score_gemma":0.000016254895,"threshold_uncertainty_score":0.6150508},"labels":[],"label_agreement":null},{"id":"W4317581752","doi":"10.2514/6.2023-0973","title":"Topology Optimization of Stringer and Frame Locations Using Equivalent Radiated Power","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Fuselage; Stringer; Topology optimization; Acoustics; Structural engineering; Engineering; Sound power; Power (physics); Noise (video); Computer science; Sound (geography); Finite element method; Physics","score_opus":0.012724399143009628,"score_gpt":0.24436311331275123,"score_spread":0.2316387141697416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581752","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16558881,0.00044930817,0.82997715,0.000576481,0.0011898531,0.00028964304,0.00004823516,0.001087874,0.0007926434],"genre_scores_gemma":[0.9814647,0.00016258967,0.01803834,0.000027876094,0.00003303094,0.000018522245,0.00004250547,0.000055667322,0.00015680134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910957,0.000014509315,0.00027667198,0.00017249564,0.0000932356,0.00033354497],"domain_scores_gemma":[0.9995566,0.00006802003,0.00004143542,0.0002165607,0.00005473179,0.00006266836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011931523,0.00013810104,0.00018310681,0.00044114684,0.00007424308,0.000016312686,0.00011533583,0.00016531616,0.00017178235],"category_scores_gemma":[0.00005197609,0.00016283657,0.000032257303,0.0008717891,0.00009930645,0.0001543387,0.00007910352,0.00013300567,0.000019135876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015718966,0.0000051003685,0.00076741027,0.000026504815,0.000036049707,0.0000013973965,0.000087509216,0.9945152,0.0025139442,0.0011336687,0.0007481722,0.00016350762],"study_design_scores_gemma":[0.00021542556,0.000024008967,0.0007970265,0.000025965715,0.000016330734,0.0000086536265,0.00021303208,0.9962729,0.0014447615,0.00019776498,0.00062428974,0.00015979646],"about_ca_topic_score_codex":0.000016080685,"about_ca_topic_score_gemma":0.0000032441974,"teacher_disagreement_score":0.8158758,"about_ca_system_score_codex":0.00005424777,"about_ca_system_score_gemma":0.00001735712,"threshold_uncertainty_score":0.6640283},"labels":[],"label_agreement":null},{"id":"W4317581775","doi":"10.2514/6.2023-1492","title":"Interaction of a high energy laser with metals in reacting atmospheres","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Evaporation; Materials science; Oxide; Vacuum evaporation; Metal; Surface energy; Plume; Laser; Surface (topology); Thin film; Atmospheric pressure; Thermodynamics; Chemical physics; Mechanics; Composite material; Chemistry; Optics; Nanotechnology; Metallurgy; Physics; Meteorology","score_opus":0.009530905192737324,"score_gpt":0.22917736499086394,"score_spread":0.2196464597981266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199605,0.00003581266,0.003976021,0.00020645569,0.00031291868,0.00010296688,0.000011900113,0.0014797286,0.0018781176],"genre_scores_gemma":[0.9968356,0.000030623458,0.0026300123,0.000023724613,0.000028138767,0.000052392446,0.00002001622,0.00004884158,0.00033064716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915695,0.000016524198,0.0002409256,0.00016456743,0.00014873082,0.00027229817],"domain_scores_gemma":[0.9996237,0.00005553128,0.000058946567,0.00020017146,0.000033076423,0.00002854958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017107083,0.00013350596,0.00020475498,0.000118815755,0.000026885158,0.000038036418,0.00014694346,0.00007826166,0.000048838752],"category_scores_gemma":[0.00003345123,0.00011721801,0.00002743509,0.00084015325,0.000026544749,0.00034389677,0.00007100294,0.00010239096,0.000021828728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006537975,0.00017878394,0.0052382867,0.0014903256,0.00046907956,0.0003060911,0.0007290931,0.06258473,0.7494748,0.009721726,0.05737369,0.111779556],"study_design_scores_gemma":[0.00029186008,0.00012544227,0.000725715,0.00041278292,0.000015042512,0.000008800865,0.00030063477,0.009368561,0.97479904,0.009167567,0.004516057,0.00026852285],"about_ca_topic_score_codex":0.0010254903,"about_ca_topic_score_gemma":0.00080448075,"teacher_disagreement_score":0.22532417,"about_ca_system_score_codex":0.000056051347,"about_ca_system_score_gemma":0.000012944193,"threshold_uncertainty_score":0.47800118},"labels":[],"label_agreement":null},{"id":"W4317581925","doi":"10.2514/6.2023-0337","title":"Modeling of Passive Pilot, Pilot Seat, and Inceptor for Aircraft-Pilot-Coupling (APC) Induced Oscillation Investigations","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada); Carleton University","funders":"","keywords":"Parametric statistics; Engineering; Flexibility (engineering); Airplane; Automotive engineering; Computer science; Aerospace engineering; Simulation","score_opus":0.07438767443962165,"score_gpt":0.33779087749335446,"score_spread":0.2634032030537328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96717507,0.0000941875,0.017101679,0.012397538,0.00035255632,0.0022512898,0.000082859326,0.00038142415,0.00016338675],"genre_scores_gemma":[0.9915415,0.00007499377,0.006626875,0.0007351128,0.00020763518,0.00027042936,0.00023537687,0.00006808946,0.00024000852],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99789524,0.000038015864,0.0006132498,0.00047897815,0.0004543011,0.0005202153],"domain_scores_gemma":[0.9982472,0.00047974096,0.00020202629,0.00037105952,0.00040002426,0.00029991523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007052981,0.00022949945,0.00042684318,0.0005919654,0.00036356878,0.000039288727,0.000118917735,0.00011497744,0.00001970996],"category_scores_gemma":[0.0012183962,0.00023216981,0.00006809056,0.0011269923,0.00010574331,0.00034823632,0.00011452445,0.0002629642,0.000043226664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014037223,0.00054440135,0.039831836,0.0025418939,0.00029617094,0.000013268474,0.0010450472,0.059327327,0.86508244,0.01268713,0.012169961,0.005056801],"study_design_scores_gemma":[0.0031547092,0.0059682867,0.0046679345,0.0006127483,0.000090967,0.0000078137855,0.0006475642,0.9586232,0.0197878,0.005912209,0.00021134377,0.00031545426],"about_ca_topic_score_codex":0.00028861486,"about_ca_topic_score_gemma":0.00018397509,"teacher_disagreement_score":0.89929587,"about_ca_system_score_codex":0.00012621756,"about_ca_system_score_gemma":0.00039843968,"threshold_uncertainty_score":0.9467611},"labels":[],"label_agreement":null},{"id":"W4317581934","doi":"10.2514/6.2023-0341","title":"Development of a Shipboard Skid-equipped Rotary-wing Aircraft Manoeuvering and Securing Simulation Package","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Touchdown; Cockpit; Skid (aerodynamics); Aerospace engineering; Marine engineering; Engineering; Landing gear; Aeronautics; Traverse; Aerodynamics; Automotive engineering; Computer science; Mechanical engineering","score_opus":0.012597170955727684,"score_gpt":0.23717168834812533,"score_spread":0.22457451739239764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753299,0.00009122545,0.022666909,0.00018301443,0.00017806327,0.00018592854,0.000007019024,0.0010370127,0.00032093254],"genre_scores_gemma":[0.99531364,0.000035835095,0.0043070284,0.000020740541,0.000024562381,0.000027991216,0.000022346247,0.00003987493,0.00020796862],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892247,0.0000073976885,0.00030286508,0.0002046827,0.00017358709,0.00038898402],"domain_scores_gemma":[0.9996342,0.000044583543,0.000050169303,0.00019400971,0.00002434695,0.000052658972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018429813,0.00015839587,0.00019712294,0.00029904043,0.00012656856,0.000023172763,0.00012828803,0.0001416618,0.00002494051],"category_scores_gemma":[0.000036889494,0.00017493665,0.00003902705,0.00061657984,0.000031456235,0.0002008353,0.00016694065,0.00015412869,0.00008812529],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029040059,0.000038559017,0.034854814,0.0009977779,0.0002368812,0.0000529727,0.00643716,0.22128502,0.5667047,0.0018834727,0.0017400204,0.1657396],"study_design_scores_gemma":[0.001574568,0.00010364895,0.052474838,0.0006283306,0.000046257384,0.000008218765,0.005296972,0.5263678,0.38422304,0.003945068,0.024007814,0.0013234555],"about_ca_topic_score_codex":0.000005555625,"about_ca_topic_score_gemma":0.00006195105,"teacher_disagreement_score":0.30508277,"about_ca_system_score_codex":0.00005866891,"about_ca_system_score_gemma":0.000015451276,"threshold_uncertainty_score":0.7133709},"labels":[],"label_agreement":null},{"id":"W4317583533","doi":"10.2514/6.2023-0952","title":"Integration of Fatigue R-Curve Effects into VCCT for Durability Predictions, Part 1: Buckled Composite Single-Stringer Stiffened Panels","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Structural engineering; Airframe; Buckling; Durability; Damage tolerance; Stringer; Delamination (geology); Composite number; Materials science; Finite element method; Engineering; Composite material","score_opus":0.03486042899404752,"score_gpt":0.271617447706968,"score_spread":0.2367570187129205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85584974,0.00008900593,0.13931783,0.00041816197,0.001236888,0.0014604632,0.00016095888,0.0013682698,0.000098670636],"genre_scores_gemma":[0.99346894,0.000018059218,0.0054200315,0.00002144738,0.00008737681,0.00045124002,0.00032761713,0.00006684408,0.0001384578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980588,0.00007436082,0.0006403623,0.0003937884,0.00032006297,0.0005126383],"domain_scores_gemma":[0.9982075,0.0008441277,0.000106366686,0.00052080903,0.00016960411,0.0001515661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004793003,0.00030139493,0.00045781714,0.00028939446,0.00015228198,0.00006168801,0.00032940492,0.0002225962,0.000026823653],"category_scores_gemma":[0.00030419973,0.00029869314,0.00021860067,0.0009241411,0.00007306356,0.00025165934,0.000114134455,0.0002427616,0.000050755938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055669716,0.000084871805,0.001313657,0.00036838755,0.000071591145,0.0000023879813,0.00011143707,0.0033776672,0.977533,0.0004648681,0.002995076,0.013621397],"study_design_scores_gemma":[0.000878103,0.0004758338,0.011748392,0.00038769082,0.0001065043,0.000002516563,0.000070707436,0.07566583,0.9046891,0.004036383,0.0015323038,0.00040666282],"about_ca_topic_score_codex":0.000035437748,"about_ca_topic_score_gemma":0.000040540857,"teacher_disagreement_score":0.13761918,"about_ca_system_score_codex":0.00015682845,"about_ca_system_score_gemma":0.00002190111,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W4317583590","doi":"10.2514/6.2023-0910","title":"Modeling of the Blackbird Wind-Powered Ground Vehicle","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Wind power; Aerospace engineering; Environmental science; Marine engineering; Computer science; Aeronautics; Automotive engineering; Engineering; Electrical engineering","score_opus":0.01032110140021264,"score_gpt":0.19456583644778558,"score_spread":0.18424473504757294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871899,0.0003092025,0.0054761386,0.00040935495,0.0020034185,0.00015080084,0.000018054174,0.001286639,0.0031565258],"genre_scores_gemma":[0.997486,0.00004036147,0.00007332635,0.000015958074,0.000090843365,0.000012478928,0.0000055431256,0.000064784865,0.0022107312],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889827,0.000012511328,0.00023958011,0.0001586547,0.00025615437,0.00043480695],"domain_scores_gemma":[0.9994225,0.000030038955,0.000021728913,0.00043709544,0.000029581035,0.00005906794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019989173,0.0001591203,0.00018661248,0.00010084571,0.00008974543,0.000026860504,0.0003169799,0.00011441897,0.0000118723265],"category_scores_gemma":[0.00002732344,0.00013031357,0.00011408765,0.0009452126,0.00003133286,0.000106425076,0.00010033982,0.0001810869,0.00014864841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001487194,0.0000032623502,0.0003508283,0.00004891685,0.000032437,0.0000017766403,0.00013918505,0.9844988,0.010389967,0.0005858148,0.0036912789,0.00025623065],"study_design_scores_gemma":[0.00016583453,0.000013512614,0.0006844781,0.00009109054,0.0000081995095,0.0000025094707,0.00042519296,0.99222434,0.002216556,0.00028137208,0.0037155244,0.00017138138],"about_ca_topic_score_codex":0.00016899015,"about_ca_topic_score_gemma":0.00007369636,"teacher_disagreement_score":0.010296107,"about_ca_system_score_codex":0.00004852568,"about_ca_system_score_gemma":0.000012855181,"threshold_uncertainty_score":0.5314033},"labels":[],"label_agreement":null},{"id":"W4317583742","doi":"10.2514/6.2023-1361","title":"Systems Integration Considerations for Hybrid-electric Commuter Aircraft: Case Study for the DO-228","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sizing; Maintainability; Systems engineering; Electrification; Avionics; Aerospace; Engineering; System integration; Retrofitting; Conceptual design; Propulsion; Workflow; Hybrid system; Automotive engineering; Computer science; Aerospace engineering; Reliability engineering; Electricity; Mechanical engineering","score_opus":0.037480322633598094,"score_gpt":0.28888308443244837,"score_spread":0.2514027617988503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583742","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30332008,0.0003204608,0.66665757,0.012543778,0.0014150743,0.013044898,0.0002776378,0.0019592317,0.00046126524],"genre_scores_gemma":[0.99331886,0.000024600211,0.001843401,0.00022061358,0.000042071584,0.0029295871,0.00001675639,0.000031557764,0.0015725561],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984902,0.000045626064,0.00031742614,0.00040784094,0.00022705148,0.0005118646],"domain_scores_gemma":[0.9978882,0.0013720073,0.00009890834,0.00055522553,0.000037972375,0.000047671823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006122714,0.00019974732,0.0001956377,0.00013601071,0.0011451168,0.00017224344,0.00030434455,0.00007507639,0.000047027195],"category_scores_gemma":[0.00038149735,0.00014068047,0.00010316908,0.0007670325,0.00013502789,0.00028199513,0.00019751646,0.00017420224,0.00020215534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106903935,0.0006016455,0.01097682,0.00006723144,0.00027739082,0.0008067139,0.0015921036,0.020519175,0.019800832,0.012194251,0.7916137,0.14144325],"study_design_scores_gemma":[0.004986,0.0038261905,0.0021576444,0.00008982949,0.00037243668,0.0023383426,0.073590495,0.58051366,0.020918729,0.1875742,0.12175185,0.0018806509],"about_ca_topic_score_codex":0.00028092653,"about_ca_topic_score_gemma":0.0011252173,"teacher_disagreement_score":0.6899988,"about_ca_system_score_codex":0.00013433912,"about_ca_system_score_gemma":0.000018272014,"threshold_uncertainty_score":0.88074285},"labels":[],"label_agreement":null},{"id":"W4317583788","doi":"10.2514/6.2023-0889","title":"Founding of the AIAA Women of Aeronautics and Astronautics","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Astronautics; Aeronautics; Aerospace; Diversity (politics); Engineering; Political science; Engineering ethics; Management; Aerospace engineering; Law","score_opus":0.020270864601014214,"score_gpt":0.2660791420731325,"score_spread":0.24580827747211828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902857,0.000026832113,0.000036411377,0.0020747485,0.0005874939,0.00015021526,0.000024288891,0.000045368204,0.0067689177],"genre_scores_gemma":[0.99442536,0.000059138267,0.00017987148,0.00005662003,0.000031193533,0.0000030005476,0.0000026281389,0.00000485045,0.00523736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988948,0.000039876126,0.00014691558,0.00012013826,0.00045150734,0.0003467683],"domain_scores_gemma":[0.9995227,0.000115042276,0.000089947185,0.00013650222,0.000071642775,0.00006415432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007557706,0.0000648471,0.0001283795,0.00009445606,0.00036373394,0.000022409724,0.0002906296,0.00006501708,0.000073017436],"category_scores_gemma":[0.00016555181,0.000054941334,0.000047007074,0.00089058414,0.0003889935,0.000102526115,0.00040172093,0.00007564208,0.00001511903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027749089,0.000038839218,0.859752,0.00007138812,0.00008355591,0.0000033021759,0.032361943,0.000018621935,0.0011602764,0.071220554,0.02216646,0.01309529],"study_design_scores_gemma":[0.0010757734,0.00015115857,0.56773704,0.00015568381,0.000061689345,0.0000011299362,0.15051216,0.00021638261,0.0024345939,0.042709805,0.2344947,0.00044988416],"about_ca_topic_score_codex":0.00032167407,"about_ca_topic_score_gemma":0.0006635082,"teacher_disagreement_score":0.292015,"about_ca_system_score_codex":0.00008893057,"about_ca_system_score_gemma":0.00014603882,"threshold_uncertainty_score":0.27975842},"labels":[],"label_agreement":null},{"id":"W4317583802","doi":"10.2514/6.2023-1362","title":"Estimation of Battery Pack Layout and Dimensions for the Conceptual Design of Hybrid-Electric Aircraft","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Battery pack; Battery (electricity); Automotive engineering; Conceptual design; Sizing; Fuselage; Aerospace; Aviation; Engineering; Computer science; Aerospace engineering; Mechanical engineering; Power (physics)","score_opus":0.023294535031601202,"score_gpt":0.2525523368816123,"score_spread":0.22925780185001113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583802","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30225727,0.00022095793,0.6936201,0.0023412083,0.00011574837,0.0010428034,0.000053489577,0.00024529174,0.0001031204],"genre_scores_gemma":[0.9919974,0.00010034931,0.007381959,0.00008881409,0.0000055144164,0.000082135135,0.0000068471563,0.000013902658,0.00032306073],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990421,0.00002405319,0.00021900125,0.00022286267,0.00019756061,0.00029440766],"domain_scores_gemma":[0.9988567,0.0007307321,0.00010978243,0.00026060455,0.000012328601,0.00002983102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002948936,0.000113820985,0.00016387837,0.00008590669,0.00015826536,0.00000794375,0.00022519022,0.000048718382,0.00004078488],"category_scores_gemma":[0.00027002423,0.00008238964,0.000048141268,0.0006231006,0.00047378638,0.0001475808,0.0001939471,0.00008393798,0.00004390617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013781196,0.000120994446,0.0103925,0.00006837711,0.000107018765,0.000012965949,0.00047984632,0.2803752,0.34535575,0.005183906,0.07663556,0.28113008],"study_design_scores_gemma":[0.00085745635,0.0007751994,0.0063352273,0.00005805634,0.00007292667,0.0000145575195,0.0015534888,0.5973678,0.32717374,0.06268727,0.0027309973,0.00037323445],"about_ca_topic_score_codex":0.000026412037,"about_ca_topic_score_gemma":0.000004986499,"teacher_disagreement_score":0.6897401,"about_ca_system_score_codex":0.00002679887,"about_ca_system_score_gemma":0.000011701284,"threshold_uncertainty_score":0.33597523},"labels":[],"label_agreement":null},{"id":"W4317583813","doi":"10.2514/6.2023-1345","title":"Data-Driven and Robust Path-following Control of a Quadrotor Slung Load Transport System","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Target Tracking and Data Fusion in Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Payload (computing); Control theory (sociology); Kalman filter; Trajectory; Computer science; Path (computing); Gaussian process; Gaussian; Process (computing); Extended Kalman filter; System dynamics; Control engineering; Engineering; Control (management); Artificial intelligence; Physics","score_opus":0.024832115614852112,"score_gpt":0.2458315040131586,"score_spread":0.2209993883983065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583813","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.096489616,0.0008101044,0.8933506,0.0016180178,0.0029048417,0.0010036504,0.0013087832,0.0017839834,0.0007304248],"genre_scores_gemma":[0.9893295,0.000043348984,0.010041454,0.000102886195,0.000089253976,0.000032493437,0.00013560474,0.000025292024,0.00020013007],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973964,0.00007305772,0.00050833874,0.00076772616,0.0006610512,0.0005934073],"domain_scores_gemma":[0.9978316,0.00024271043,0.0001624824,0.0015193231,0.0000841382,0.00015978869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010255948,0.00021820074,0.00042354767,0.00018080014,0.00024190295,0.00010890185,0.001628564,0.0001425486,0.0000069317334],"category_scores_gemma":[0.000058057034,0.0001998138,0.00011355577,0.0010663801,0.00006687221,0.0006845307,0.00050202786,0.00021632336,0.00007010705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044899803,0.0006400866,0.335573,0.0029498558,0.0018912997,0.005493556,0.0045074117,0.09655347,0.0245979,0.135351,0.25184098,0.14015248],"study_design_scores_gemma":[0.0013899711,0.000117607764,0.0061310926,0.0005396186,0.00006297463,0.000041824598,0.0005033569,0.9758957,0.00015362374,0.00015919597,0.014570023,0.0004350047],"about_ca_topic_score_codex":0.00017794374,"about_ca_topic_score_gemma":0.000069861155,"teacher_disagreement_score":0.8928399,"about_ca_system_score_codex":0.000041655367,"about_ca_system_score_gemma":0.0000971436,"threshold_uncertainty_score":0.8148171},"labels":[],"label_agreement":null},{"id":"W4317583828","doi":"10.2514/6.2023-1318","title":"Fail-Safe Prediction for Bonded Composite Structures Using Discrete Damage Modeling","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Structural engineering; Stiffness; Finite element method; Joint (building); Cantilever; Materials science; Fracture (geology); Failure mode and effects analysis; Damage tolerance; Work (physics); Composite number; Composite material; Computer science; Engineering; Mechanical engineering","score_opus":0.030611245040125277,"score_gpt":0.2758075337341789,"score_spread":0.2451962886940536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71846265,0.000077720324,0.27754122,0.0002214723,0.00095003616,0.00061679224,0.0003073622,0.001609366,0.00021339506],"genre_scores_gemma":[0.9869095,0.00001420907,0.012271878,0.00003558398,0.00014556038,0.00007375467,0.0002569149,0.00010984942,0.0001827117],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981839,0.000020236974,0.00041248612,0.0003602341,0.00033976027,0.0006833689],"domain_scores_gemma":[0.99923587,0.00008859514,0.00004343728,0.00041447417,0.00006611709,0.0001515099],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021569084,0.00028177243,0.00029370227,0.00029223683,0.00027288098,0.0001357324,0.00033928905,0.00018800517,0.000039560466],"category_scores_gemma":[0.000032122556,0.0002899219,0.00016520711,0.00062145817,0.000028757411,0.00034026094,0.00015658828,0.00025496876,0.00005144045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022643462,0.0000044593303,0.00026417818,0.000078740355,0.0000425133,0.0000056954705,0.0000512768,0.40527642,0.5900926,0.0015303434,0.0019768856,0.0006542249],"study_design_scores_gemma":[0.0003860126,0.000052767995,0.00018034287,0.000067568246,0.000057485537,0.000005105468,0.00009959802,0.9406412,0.04880219,0.00873324,0.00068558555,0.00028887705],"about_ca_topic_score_codex":0.000024565788,"about_ca_topic_score_gemma":0.000013915737,"teacher_disagreement_score":0.54129046,"about_ca_system_score_codex":0.00009931863,"about_ca_system_score_gemma":0.000015220506,"threshold_uncertainty_score":0.9999553},"labels":[],"label_agreement":null},{"id":"W4317583843","doi":"10.2514/6.2023-0834","title":"Feasibility of Structural Strength of Multi-cell Stratospheric Tower","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inflatable; Tower; Buckling; Rocket (weapon); Structural engineering; Shell (structure); Membrane structure; Hexagonal crystal system; Aerospace engineering; Size effect on structural strength; Materials science; Engineering; Membrane; Mechanical engineering","score_opus":0.01597966771621809,"score_gpt":0.2456186974464049,"score_spread":0.22963902973018682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731827,0.00022656936,0.0012754707,0.00002899326,0.000248388,0.00014554958,0.000079525336,0.00017730134,0.0004999556],"genre_scores_gemma":[0.9966365,0.000039875285,0.002839493,0.000004987853,0.000016069156,0.0000037072339,0.000055355857,0.00001781614,0.00038618303],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900544,0.0000122057545,0.0003536831,0.0001747401,0.00020392578,0.00025001355],"domain_scores_gemma":[0.99948794,0.000031283438,0.000076741584,0.00027339134,0.00008087308,0.000049768674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008820951,0.00014080411,0.00025229447,0.00009135911,0.000036644775,0.000012373897,0.00017849302,0.0000823138,0.00034628934],"category_scores_gemma":[0.000025696307,0.00012007975,0.00012909324,0.0011124075,0.000048088936,0.00015312932,0.000052840776,0.00009392777,0.000012057692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031391894,0.0000499498,0.101724915,0.00041091064,0.0001975207,0.0000054654392,0.00035584412,0.76765496,0.105333865,0.0004230934,0.0038358949,0.019976178],"study_design_scores_gemma":[0.0006386494,0.000057945428,0.058241334,0.000024454243,0.000041708452,9.055562e-7,0.0005812541,0.8873221,0.052174475,0.0005647556,0.00009899875,0.00025341343],"about_ca_topic_score_codex":0.000069467664,"about_ca_topic_score_gemma":0.000085283085,"teacher_disagreement_score":0.119667135,"about_ca_system_score_codex":0.000027591925,"about_ca_system_score_gemma":0.000013091763,"threshold_uncertainty_score":0.489671},"labels":[],"label_agreement":null},{"id":"W4317583844","doi":"10.2514/6.2023-1357","title":"Top Level Aircraft Requirements relaxation for a single-aisle aircraft: a case study on fleet-wide CO2 emissions and economic impacts","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Payload (computing); Range (aeronautics); Fuel efficiency; Aviation; Operating cost; Baseline (sea); Automotive engineering; Commercial aviation; Aviation fuel; Environmental science; Aeronautics; Engineering; Computer science; Aerospace engineering","score_opus":0.05946170800333946,"score_gpt":0.3074507668151185,"score_spread":0.24798905881177905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98872036,0.000024549312,0.004215561,0.003214985,0.00027776972,0.001655753,0.00011506788,0.0006919606,0.0010840179],"genre_scores_gemma":[0.9951354,0.000019262648,0.002021252,0.0002673533,0.00002528823,0.0002994921,0.000023711564,0.000048968333,0.0021592616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777937,0.00004037466,0.00042126945,0.00075258844,0.00026891904,0.0007374696],"domain_scores_gemma":[0.99877304,0.00029868315,0.00017587388,0.0005559291,0.000012886219,0.00018360671],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004951639,0.00030389274,0.0002746189,0.00023099528,0.0006464698,0.00007981407,0.00029371944,0.00016583988,0.000104766885],"category_scores_gemma":[0.0004923113,0.0002799577,0.000085319945,0.0005509597,0.00019791363,0.00050332467,0.00046295582,0.00019503535,0.00047666885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052014034,0.0018694691,0.4501458,0.00011857559,0.0003103512,0.0033468727,0.0040557673,0.0067694336,0.1916235,0.0011275355,0.19806649,0.14204606],"study_design_scores_gemma":[0.0294621,0.02966038,0.20598124,0.0011622888,0.0007007163,0.0030110856,0.13408536,0.048795152,0.19379504,0.14994633,0.19401169,0.009388619],"about_ca_topic_score_codex":0.0003637987,"about_ca_topic_score_gemma":0.000876907,"teacher_disagreement_score":0.24416459,"about_ca_system_score_codex":0.0004560752,"about_ca_system_score_gemma":0.000029246023,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W4317583846","doi":"10.2514/6.2023-0833","title":"Unsupervised Residual Vector Analysis for Mesh Optimization","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Residual; Jacobian matrix and determinant; Computer science; Eigenvalues and eigenvectors; Outlier; Unsupervised learning; Algorithm; Stability (learning theory); Pattern recognition (psychology); Artificial intelligence; Mathematics; Applied mathematics; Machine learning; Physics","score_opus":0.0951096287036868,"score_gpt":0.34455367701109535,"score_spread":0.24944404830740854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583846","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038327633,0.000056831122,0.9907716,0.0031735317,0.00059436844,0.00044807105,0.00015371118,0.0004276214,0.000541497],"genre_scores_gemma":[0.8598962,0.0000544377,0.10322296,0.00047408207,0.00040151968,0.00039074465,0.00045798163,0.00009064089,0.03501145],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99719745,0.00007383598,0.0005746215,0.000634196,0.00097161846,0.00054826535],"domain_scores_gemma":[0.9971204,0.0015408546,0.00011463463,0.0007280381,0.0003545284,0.00014155408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026574298,0.00018204722,0.00038726296,0.0011749178,0.0002900372,0.00024905146,0.00078391016,0.0001459696,0.00040887189],"category_scores_gemma":[0.0034168994,0.00014205104,0.00028777856,0.007864198,0.00006816938,0.00025122284,0.0001608733,0.00009953683,0.00045042034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028752624,0.000018218483,0.0014963447,0.000007293623,0.00015526748,0.000004693579,0.00007741156,0.892069,0.00022644814,0.0055614766,0.0982504,0.0021047348],"study_design_scores_gemma":[0.00038320525,0.00008972609,0.003070053,0.000008964524,0.00014449708,9.5261083e-7,0.000359069,0.9728643,0.00026215013,0.012668447,0.009895185,0.00025345653],"about_ca_topic_score_codex":0.000018917352,"about_ca_topic_score_gemma":0.000030812596,"teacher_disagreement_score":0.8875486,"about_ca_system_score_codex":0.000049019087,"about_ca_system_score_gemma":0.00008318965,"threshold_uncertainty_score":0.5792673},"labels":[],"label_agreement":null},{"id":"W4317583899","doi":"10.2514/6.2023-0806","title":"3D measurement of ice crystal accretion using a plenoptic camera","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Icing; Ice crystals; Wind tunnel; Accretion (finance); Remote sensing; Image resolution; Laser; Geology; Environmental science; Materials science; Optics; Meteorology; Physics; Aerospace engineering; Engineering; Astrophysics","score_opus":0.031116920610052206,"score_gpt":0.24109808313946843,"score_spread":0.20998116252941623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317583899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9278907,0.00020945915,0.06486813,0.0003498969,0.0008195718,0.00029313532,0.000026997372,0.0038457364,0.0016963652],"genre_scores_gemma":[0.9974183,0.00004366128,0.0023536386,0.000015874586,0.000031758856,0.000014035743,0.0000074997156,0.00003880334,0.00007643895],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987314,0.000012050589,0.00025374567,0.0001764872,0.00039463636,0.00043172322],"domain_scores_gemma":[0.9994629,0.000045442168,0.00004639872,0.00032709277,0.00008407782,0.000034070756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038978385,0.00015380724,0.00020528556,0.00037479674,0.00009375555,0.000026085425,0.00020041861,0.00012935507,0.000014605436],"category_scores_gemma":[0.00017198724,0.00015615684,0.00006320511,0.0009785489,0.000053541833,0.00010849525,0.000109477936,0.00017814708,0.000075579155],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002554682,0.00003671489,0.0018491566,0.0005408568,0.00020118008,0.000033846856,0.00051794545,0.20124424,0.73021805,0.0009564253,0.014279386,0.05009663],"study_design_scores_gemma":[0.00068794296,0.00023224347,0.0018029155,0.0007454831,0.00009134627,0.000019950026,0.0022390995,0.570543,0.4156345,0.0023528272,0.0049330373,0.00071762485],"about_ca_topic_score_codex":0.00014377342,"about_ca_topic_score_gemma":0.00004395632,"teacher_disagreement_score":0.36929876,"about_ca_system_score_codex":0.00013661159,"about_ca_system_score_gemma":0.000026995694,"threshold_uncertainty_score":0.6367891},"labels":[],"label_agreement":null},{"id":"W4317584092","doi":"10.2514/6.2023-1210","title":"Circular Flight-Path Optimization for a Solar-Powered UAV Flying in Horizontal Winds","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Elevation (ballistics); Meteorology; Aerospace engineering; Environmental science; Wind speed; Solar wind; RADIUS; Wind power; Solar radius; Physics; Remote sensing; Coronal mass ejection; Engineering; Computer science; Electrical engineering; Geology; Plasma; Astronomy","score_opus":0.016473693073217367,"score_gpt":0.2538124538397681,"score_spread":0.23733876076655072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584092","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022893922,0.00011773242,0.9711658,0.0021791523,0.0015161614,0.0008667648,0.000036381094,0.00068064884,0.0005434568],"genre_scores_gemma":[0.94529516,0.00008089128,0.051978532,0.0010836326,0.00017857627,0.0003435629,0.00022860375,0.00006851337,0.00074251904],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99811405,0.000048112008,0.00033307858,0.00052319973,0.00035811987,0.0006234129],"domain_scores_gemma":[0.99906063,0.00012156641,0.000101119294,0.00050584594,0.00009084891,0.0001199646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067055825,0.00018423714,0.00020789703,0.0005068191,0.00031808912,0.00025933638,0.0006992434,0.00016106776,0.000026332245],"category_scores_gemma":[0.00016983016,0.00019951118,0.00012828292,0.0023335777,0.000023449065,0.0006910874,0.00022249244,0.00017332738,0.00012409384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035377947,0.0016838502,0.07853131,0.0008229475,0.00054676825,0.0008310456,0.022126451,0.17539822,0.116306856,0.17592452,0.18441387,0.2430604],"study_design_scores_gemma":[0.00085998524,0.00015194148,0.0011593875,0.000035960413,0.0000050067333,0.000008644892,0.00020348789,0.9758824,0.0025160708,0.003831349,0.01504248,0.00030326648],"about_ca_topic_score_codex":0.0000659857,"about_ca_topic_score_gemma":0.00007404649,"teacher_disagreement_score":0.92240125,"about_ca_system_score_codex":0.00012001279,"about_ca_system_score_gemma":0.00012911651,"threshold_uncertainty_score":0.81358296},"labels":[],"label_agreement":null},{"id":"W4317584117","doi":"10.2514/6.2023-1201","title":"Detecting Missing Flow Separation using Supervised Machine Learning","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Principal component analysis; Airfoil; Computer science; Computational fluid dynamics; Artificial intelligence; Missing data; Subspace topology; Classifier (UML); Flow separation; Machine learning; Flow (mathematics); Pattern recognition (psychology); Mathematics; Engineering","score_opus":0.015559586063763802,"score_gpt":0.24448105038450937,"score_spread":0.22892146432074556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483132,0.00043359716,0.045085244,0.00036671208,0.0013267522,0.0002739507,0.00002632968,0.0024477998,0.0017264568],"genre_scores_gemma":[0.99455863,0.000063830135,0.004416021,0.00004836846,0.000132189,0.0000117523705,0.000112515474,0.00010038729,0.000556316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861544,0.000027391767,0.00027751634,0.00025663077,0.00023699194,0.00058605144],"domain_scores_gemma":[0.99956554,0.00006727386,0.000029952844,0.00020800006,0.000035630037,0.00009359514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033045228,0.00021383617,0.00019160121,0.00032198627,0.00037333078,0.00014728242,0.0001516308,0.00012277604,0.00008809205],"category_scores_gemma":[0.000069900954,0.00023384376,0.00009812758,0.0010201994,0.000017526623,0.00024116698,0.000089875204,0.00034146442,0.00022131475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004211509,0.000004302774,0.0015709122,0.000051468527,0.000029663217,0.000019974359,0.00013622685,0.8927016,0.08328211,0.000037882204,0.000561193,0.021600418],"study_design_scores_gemma":[0.00024317359,0.000022605693,0.00017884618,0.00006251148,0.000013841261,0.000010694398,0.00006127713,0.9927512,0.003038944,0.00024688372,0.003104604,0.00026545796],"about_ca_topic_score_codex":0.00007349214,"about_ca_topic_score_gemma":0.00007948279,"teacher_disagreement_score":0.100049525,"about_ca_system_score_codex":0.000101644015,"about_ca_system_score_gemma":0.000017447208,"threshold_uncertainty_score":0.9535872},"labels":[],"label_agreement":null},{"id":"W4317584151","doi":"10.2514/6.2023-1226","title":"A Multi-Architecture Approach for Implicit Computational Fluid Dynamics on Unstructured Grids","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sierra Wireless (Canada)","funders":"","keywords":"Computer science; Software portability; CUDA; Parallel computing; Multi-core processor; Compiler; Benchmark (surveying); Code refactoring; Computer architecture; Graphics processing unit; Speedup; Supercomputer; Graphics; General-purpose computing on graphics processing units; Symmetric multiprocessor system; Software; Operating system","score_opus":0.008867548107377735,"score_gpt":0.23343439117930784,"score_spread":0.2245668430719301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584151","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07789556,0.000032873344,0.91706204,0.00064677186,0.00074878434,0.0007105726,0.0014296703,0.0010594513,0.0004142791],"genre_scores_gemma":[0.872476,0.000015237784,0.11956644,0.0003064251,0.0001940429,0.00022407701,0.006437868,0.00017554233,0.0006043826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981941,0.000015249363,0.0003523648,0.0004465101,0.0003555513,0.0006362069],"domain_scores_gemma":[0.99922454,0.00022094446,0.00004030678,0.00027891467,0.00010634555,0.00012896075],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017917943,0.0003418134,0.0002869309,0.00041986824,0.00024201168,0.00010169598,0.00035357618,0.00018316905,0.0000082791685],"category_scores_gemma":[0.00004098984,0.00034484756,0.0002048687,0.0010045925,0.000053301308,0.000077428806,0.00010298487,0.00028964624,0.00004824731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017513394,0.000024417932,0.00010647792,0.00007333471,0.00007054192,0.0000031251336,0.000040737774,0.9680398,0.00096773886,0.01938158,0.0034430195,0.007831716],"study_design_scores_gemma":[0.00074105174,0.00007305838,0.0030660531,0.000019248255,0.0000134613065,0.000014305998,0.00007517931,0.9790245,0.000021243099,0.015824487,0.0007536093,0.00037375788],"about_ca_topic_score_codex":0.000010216959,"about_ca_topic_score_gemma":0.00006830161,"teacher_disagreement_score":0.7974956,"about_ca_system_score_codex":0.00021539463,"about_ca_system_score_gemma":0.00004328194,"threshold_uncertainty_score":0.99990034},"labels":[],"label_agreement":null},{"id":"W4317584153","doi":"10.2514/6.2023-0830","title":"Demonstrating a semantic approach to clarifying regulatory ambiguity in aircraft design and development using process mapping, UML, and ontological modeling","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Concordia University","funders":"","keywords":"Computer science; Unified Modeling Language; Software engineering; Modeling language; Model-driven architecture; Process (computing); Software development; Systems engineering; Domain (mathematical analysis); Software development process; Ambiguity; Software; Programming language; Engineering","score_opus":0.06063115066750049,"score_gpt":0.25661073297444065,"score_spread":0.19597958230694015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584153","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47784615,0.00013353111,0.5214076,0.000029802608,0.00003005753,0.0002485962,4.57931e-7,0.00022828337,0.000075539196],"genre_scores_gemma":[0.8805095,0.000028078133,0.119310915,0.00003136138,0.000013278495,0.000057002766,0.000005678553,0.000027222419,0.000016980099],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860203,0.000023789918,0.00032932847,0.00037805267,0.00018970126,0.0004770839],"domain_scores_gemma":[0.9996942,0.000027471677,0.000032009353,0.00011250348,0.00002923088,0.00010457201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005810998,0.00020266534,0.0002293912,0.0003337874,0.00022296039,0.000086569074,0.00010817433,0.00016748758,0.0000014507204],"category_scores_gemma":[0.0000453152,0.00020640652,0.000014290564,0.0005338394,0.000024365392,0.00020899466,0.00010763273,0.00023816068,0.0000023684122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004482706,0.00000906789,0.0026411887,0.00037098196,0.0000104654355,0.000004978398,0.000970394,0.98953706,0.00040578117,0.000024769675,0.000020114345,0.0060006953],"study_design_scores_gemma":[0.00018296896,0.000010408006,0.0023940003,0.0002003768,0.000004719551,0.00001245872,0.00078258594,0.9948824,0.00097587006,0.0002747882,0.000017139108,0.00026227636],"about_ca_topic_score_codex":0.000025736956,"about_ca_topic_score_gemma":0.000030429746,"teacher_disagreement_score":0.40266335,"about_ca_system_score_codex":0.00007055461,"about_ca_system_score_gemma":0.00004550321,"threshold_uncertainty_score":0.8417013},"labels":[],"label_agreement":null},{"id":"W4317584219","doi":"10.2514/6.2023-1228","title":"Validation and Verification of reactingPimpleCentralFOAM for Ejector Ramjet Applications","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Laminar flow; Mechanics; Computational fluid dynamics; Turbulence; Combustion; Combustor; Flame speed; Ramjet; Laminar flame speed; Jet (fluid); Mixing (physics); Aerospace engineering; Materials science; Simulation; Premixed flame; Chemistry; Computer science; Physics; Engineering","score_opus":0.012075235010298486,"score_gpt":0.24403336974868986,"score_spread":0.23195813473839139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5964765,0.00016599668,0.39553627,0.0014543545,0.00069014594,0.0020530643,0.00045864037,0.0017040231,0.001461024],"genre_scores_gemma":[0.9971866,0.00017892683,0.0015897657,0.00001554873,0.00003851928,0.00023982703,0.00041718036,0.000026113472,0.00030752417],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994601,0.000004932352,0.00016956501,0.00012101141,0.000075652766,0.00016874047],"domain_scores_gemma":[0.99963254,0.00007686303,0.000036769983,0.0001678313,0.000049594502,0.00003637667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013738302,0.00007035786,0.00008733706,0.00013274336,0.00006351628,0.000019185358,0.000070738024,0.0000567381,0.000011827243],"category_scores_gemma":[0.000037906226,0.00008036094,0.000032434462,0.00047458097,0.000020743288,0.00008356655,0.000018314719,0.00005215872,0.000024641717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040491508,0.00006937314,0.0046979277,0.0008758698,0.00012016435,4.1376083e-7,0.0004974115,0.017340036,0.6405836,0.05078023,0.04140541,0.24358912],"study_design_scores_gemma":[0.0009771663,0.00008362309,0.012673013,0.000055104516,0.000058656486,0.000004672656,0.0008496959,0.7326087,0.07612619,0.0094546685,0.16663219,0.0004763121],"about_ca_topic_score_codex":0.000005553946,"about_ca_topic_score_gemma":0.00000839377,"teacher_disagreement_score":0.7152687,"about_ca_system_score_codex":0.000027248809,"about_ca_system_score_gemma":0.000009182445,"threshold_uncertainty_score":0.32770237},"labels":[],"label_agreement":null},{"id":"W4317584245","doi":"10.2514/6.2023-0666","title":"Entropy Stable Weight-Adjusted Flux Reconstruction High-Order Method in Split Form for Compressible Flows on Curvilinear Grids","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Curvilinear coordinates; Nonlinear system; Mathematics; Applied mathematics; Mathematical analysis; Geometry; Physics","score_opus":0.011026716915736298,"score_gpt":0.24745201599970654,"score_spread":0.23642529908397025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6544855,0.0001045867,0.33621365,0.001030939,0.003936295,0.0012108778,0.0006777029,0.001113296,0.0012271497],"genre_scores_gemma":[0.6074242,0.00043327987,0.37729862,0.0003347134,0.0009182256,0.00088837877,0.0046459245,0.00045700284,0.0075996686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99826574,0.000024871193,0.000441752,0.00037948298,0.00025866902,0.0006294699],"domain_scores_gemma":[0.9991815,0.00028444696,0.0000463971,0.000281797,0.00011866732,0.00008716031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038075208,0.00025698284,0.00031553477,0.00049084227,0.0001391656,0.00007622928,0.00021940505,0.00015885987,0.00008215686],"category_scores_gemma":[0.000047670295,0.000267702,0.00010486531,0.0013642441,0.000019023983,0.00023030682,0.000082704515,0.00026124463,0.00013532699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000466289,0.000039445782,0.00049612136,0.00013445542,0.000064196145,0.0000063755483,0.000039706807,0.8966002,0.007550452,0.054186255,0.005571702,0.03526445],"study_design_scores_gemma":[0.0008988173,0.00007532058,0.0014291762,0.00008132647,0.000012414584,0.0000047382737,0.00006554233,0.96569985,0.0009699024,0.02250374,0.007970241,0.00028893998],"about_ca_topic_score_codex":0.00011346928,"about_ca_topic_score_gemma":0.00057476136,"teacher_disagreement_score":0.06909963,"about_ca_system_score_codex":0.00020785393,"about_ca_system_score_gemma":0.000042660937,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W4317584254","doi":"10.2514/6.2023-1155","title":"Design of optimal airfoils for airborne wind energy applications","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Airfoil; Sorting; Aspect ratio (aeronautics); Optimal design; NACA airfoil; Computer science; Marine engineering; Wind power; Aerospace engineering; Engineering; Materials science; Algorithm; Reynolds number; Physics; Mechanics; Electrical engineering; Turbulence","score_opus":0.012569436289358265,"score_gpt":0.21141570908076388,"score_spread":0.1988462727914056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584254","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00262375,0.00032119476,0.9946259,0.00015905462,0.0004031252,0.0002738623,0.000051206312,0.0010735642,0.000468289],"genre_scores_gemma":[0.983915,0.000118535754,0.010558332,0.00001831356,0.00020625353,0.0007030366,0.00008811115,0.00011675955,0.004275704],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893385,0.000008705192,0.00025565116,0.00019752119,0.0001498343,0.00045442296],"domain_scores_gemma":[0.99938035,0.00012273264,0.000034444347,0.0003306326,0.000048071728,0.000083768624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020672221,0.00017302994,0.00022782321,0.00019519936,0.00007381831,0.000018507804,0.00022579894,0.00013065441,0.000009583394],"category_scores_gemma":[0.00001560288,0.00018350124,0.000086428605,0.00078917306,0.000030023031,0.00008495881,0.000036870268,0.00007287758,0.000059123788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042917904,0.0000069036205,0.00001398034,0.00007260788,0.000051352617,8.8556715e-7,0.000037477665,0.9559586,0.012984814,0.0030003597,0.024482664,0.0033860512],"study_design_scores_gemma":[0.0003941466,0.000096289215,0.000097859294,0.00006403895,0.00002253984,0.0000044453755,0.0002175181,0.8205177,0.032086346,0.0004564041,0.14567634,0.0003663777],"about_ca_topic_score_codex":0.000029677714,"about_ca_topic_score_gemma":0.000007191921,"teacher_disagreement_score":0.9840676,"about_ca_system_score_codex":0.000040208575,"about_ca_system_score_gemma":0.000018918538,"threshold_uncertainty_score":0.7482963},"labels":[],"label_agreement":null},{"id":"W4317584320","doi":"10.2514/6.2023-0789","title":"Design and Characterization of a Phased Microphone Array","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Microphone array; Anechoic chamber; Phased array; Noise-canceling microphone; Acoustics; Microphone; Array gain; Beamforming; Phased-array optics; Computer science; Redundancy (engineering); Array processing; Sensor array; Engineering; Electronic engineering; Loudspeaker; Antenna array; Signal processing; Antenna (radio); Physics; Telecommunications; Digital signal processing","score_opus":0.01755140131229043,"score_gpt":0.23751952760839407,"score_spread":0.21996812629610363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584320","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39645585,0.00006753585,0.60193765,0.00028962,0.00017858834,0.00035306936,0.000044146287,0.0003259018,0.0003476502],"genre_scores_gemma":[0.99408025,0.00014853408,0.0049342206,0.0000197399,0.00004065336,0.000042954518,0.000049535785,0.000048232963,0.0006359043],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991637,0.000019160587,0.00016640664,0.00014354453,0.00017894572,0.00032825742],"domain_scores_gemma":[0.9996206,0.00007747224,0.000022845112,0.00017397368,0.00004001396,0.00006510013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025658787,0.00010107112,0.00014115355,0.00024883996,0.000045751767,0.000023055132,0.000119151795,0.000056883837,0.000058625144],"category_scores_gemma":[0.000028819968,0.00010348614,0.000020137799,0.00080668443,0.00005186196,0.00009236237,0.00003409136,0.00009873059,0.0001341643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010035496,0.000007369605,0.000057622347,0.00006574022,0.000020387986,0.0000032474875,0.00010041606,0.000770013,0.9960267,0.000016380203,0.00082303345,0.0020990742],"study_design_scores_gemma":[0.0004645282,0.00008179257,0.0012243103,0.000043647902,0.000009137659,0.0000036973142,0.00011127673,0.043567985,0.95208496,0.0007790404,0.0014520627,0.00017759042],"about_ca_topic_score_codex":0.0000051925267,"about_ca_topic_score_gemma":7.00557e-7,"teacher_disagreement_score":0.59762436,"about_ca_system_score_codex":0.00003131507,"about_ca_system_score_gemma":0.000017755554,"threshold_uncertainty_score":0.42200425},"labels":[],"label_agreement":null},{"id":"W4317584404","doi":"10.2514/6.2023-1062","title":"Design of an optically accessible single cup sector of a full-scale annular gas turbine combustor","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Combustor; Combustion chamber; Materials science; Casing; Pressure drop; Turbine; Combustion; Mechanical engineering; Mechanics; Optics; Engineering; Physics; Chemistry","score_opus":0.018597272348369037,"score_gpt":0.23176920030452985,"score_spread":0.21317192795616083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88164073,0.000107284744,0.11561144,0.00018796022,0.00054082606,0.00037158816,0.00008917857,0.00072897313,0.0007220443],"genre_scores_gemma":[0.9869657,0.000049867696,0.012202438,0.000027750946,0.000044358585,0.000023214858,0.00007982642,0.0000729137,0.00053392653],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986363,0.000032707692,0.0003987651,0.00021805841,0.00029483833,0.00041932272],"domain_scores_gemma":[0.99915886,0.00009246258,0.00006783256,0.00042809447,0.00012240441,0.00013032605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029069625,0.00018815747,0.00032210164,0.0003388677,0.00005123132,0.00003242949,0.00035823917,0.00014338105,0.00024118075],"category_scores_gemma":[0.000050220464,0.00019467289,0.000088445195,0.0012147299,0.000086081294,0.00023880276,0.00011095004,0.00017538866,0.00008769245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103902086,0.00022499352,0.00080050615,0.00033552086,0.00008813355,0.000026279577,0.0003370351,0.310333,0.67297834,0.0005736582,0.008482997,0.005715625],"study_design_scores_gemma":[0.0006666421,0.00047427992,0.0015212314,0.00011367072,0.00003317345,0.000011625592,0.00030243216,0.96398735,0.030641163,0.0007098636,0.0012161898,0.00032239954],"about_ca_topic_score_codex":0.000015141043,"about_ca_topic_score_gemma":0.000044381188,"teacher_disagreement_score":0.65365434,"about_ca_system_score_codex":0.00005457474,"about_ca_system_score_gemma":0.000033489036,"threshold_uncertainty_score":0.793853},"labels":[],"label_agreement":null},{"id":"W4317584408","doi":"10.2514/6.2023-0663","title":"Fully Discrete Entropy-Stable Flux Reconstruction Scheme for Compressible Flows through the Relaxation Runge-Kutta Method","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics; Entropy (arrow of time); Applied mathematics; Nonlinear system; Total variation diminishing; Euler equations; Mathematical optimization; Mathematical analysis; Physics","score_opus":0.012351238037756649,"score_gpt":0.2623131281740048,"score_spread":0.24996189013624817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317584408","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067579016,0.00021836252,0.92375016,0.0025491908,0.002121823,0.0008367993,0.00030457872,0.0008995364,0.0017405449],"genre_scores_gemma":[0.51093155,0.0004526591,0.46618414,0.00042186788,0.0009588802,0.0009800504,0.0032317895,0.0003700689,0.016468996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985184,0.00003349898,0.000365045,0.00031354345,0.00026459922,0.00050491246],"domain_scores_gemma":[0.99911237,0.00031352704,0.00007326975,0.00033524865,0.000112481124,0.000053087868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003970585,0.00021485251,0.00021104165,0.00012567054,0.00039213846,0.0001474793,0.00028250305,0.00011956483,0.000042566426],"category_scores_gemma":[0.000063007465,0.00018329035,0.00014944002,0.0008535604,0.00003659383,0.0003781683,0.00011321481,0.00022299982,0.00011365906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026759692,0.000012060045,0.0003093909,0.000105055995,0.0001465911,0.000002251542,0.00016186773,0.85931575,0.026881294,0.06679469,0.027775139,0.01846913],"study_design_scores_gemma":[0.00032454092,0.000030578285,0.00040619742,0.000043221167,0.000022824746,0.000008365029,0.0002125021,0.92820334,0.00058325205,0.04399914,0.025950855,0.00021519931],"about_ca_topic_score_codex":0.00004690651,"about_ca_topic_score_gemma":0.00012201646,"teacher_disagreement_score":0.457566,"about_ca_system_score_codex":0.00012166391,"about_ca_system_score_gemma":0.000036236026,"threshold_uncertainty_score":0.74743634},"labels":[],"label_agreement":null},{"id":"W4317597166","doi":"10.2514/6.2023-1224","title":"On the Use of Nonlinearly Stable Flux Reconstruction for Implicitly Filtered Large Eddy Simulation","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dissipation; Turbulence; Solver; Flux (metallurgy); Vortex; Physics; Large eddy simulation; Grid; Shock (circulatory); Kinetic energy; Mechanics; Statistical physics; Computer science; Applied mathematics; Classical mechanics; Mathematics; Mathematical optimization; Geometry","score_opus":0.03265499963109265,"score_gpt":0.2548887135479652,"score_spread":0.22223371391687258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317597166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75510144,0.000008180065,0.24231212,0.0003380288,0.00058020704,0.00042883828,0.00093551626,0.00023005932,0.00006562156],"genre_scores_gemma":[0.995538,0.000009378532,0.0029995088,0.00007943832,0.00005835851,0.000041536743,0.0004350885,0.00004139138,0.00079729885],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991721,0.000010723006,0.00024317553,0.0001473146,0.00015273876,0.00027396195],"domain_scores_gemma":[0.99896586,0.00065552344,0.00004252498,0.00020136697,0.000105490624,0.000029213546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017906258,0.00011347455,0.00012353138,0.0001472868,0.000121528334,0.000055063978,0.00010808564,0.000064620464,0.00003102142],"category_scores_gemma":[0.000113338916,0.00009778402,0.00008504295,0.0005089516,0.00001620081,0.00016227023,0.00003860703,0.00009399014,0.000037275302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001273303,0.00000997103,0.00012594495,0.000021902255,0.00002668935,3.1156438e-7,0.000021840704,0.9776309,0.003033328,0.010007527,0.004081087,0.0050277477],"study_design_scores_gemma":[0.0002132578,0.000049186197,0.0009562559,0.00003053939,0.000007106934,8.214144e-7,0.00003942675,0.98888546,0.00024190726,0.00640471,0.003067627,0.00010368974],"about_ca_topic_score_codex":0.000014117244,"about_ca_topic_score_gemma":0.00007195888,"teacher_disagreement_score":0.24043657,"about_ca_system_score_codex":0.000046841298,"about_ca_system_score_gemma":0.000016551357,"threshold_uncertainty_score":0.39875165},"labels":[],"label_agreement":null},{"id":"W4317597172","doi":"10.2514/6.2023-0702","title":"Dynamics and properties of ignition kernel generated by a helicopter sunken fire ignitor","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Ignition system; Combustion; Aerospace engineering; Schlieren; Kernel (algebra); Nuclear engineering; Environmental science; Computer science; IGNITOR; Volume (thermodynamics); Automotive engineering; Mechanical engineering; Simulation; Process engineering; Engineering; Physics; Chemistry","score_opus":0.013786712666557665,"score_gpt":0.22317182967061325,"score_spread":0.20938511700405557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317597172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97244596,0.000586408,0.021855872,0.0020474573,0.0001929501,0.0002939287,0.00016887947,0.0022057542,0.0002027727],"genre_scores_gemma":[0.99603933,0.00017576048,0.0010168093,0.000036667647,0.0000248572,0.000078051715,0.0001193855,0.000043496555,0.0024656577],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989689,0.000008101077,0.00024261714,0.00025369143,0.0001793874,0.0003473103],"domain_scores_gemma":[0.9995346,0.000029658577,0.000061986626,0.00024216967,0.00008396113,0.00004762687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007195023,0.00017679592,0.00020009506,0.00014485634,0.00006500386,0.000018925044,0.0001798512,0.00016637359,0.000017704648],"category_scores_gemma":[0.00016849957,0.00016355597,0.00004149756,0.0007035275,0.00010438879,0.00017389783,0.00019594164,0.00019812926,0.00005297885],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024927693,0.000034568417,0.000359772,0.00020061377,0.000057132263,0.000007055398,0.000064184074,0.0065618963,0.9649281,0.001720698,0.008533494,0.017507581],"study_design_scores_gemma":[0.00032768687,0.000053650867,0.00004849031,0.00012317278,0.0000126828945,0.000004732867,0.0005874056,0.51831377,0.47868305,0.0010214791,0.00057984015,0.00024402908],"about_ca_topic_score_codex":0.00003074253,"about_ca_topic_score_gemma":0.000006874462,"teacher_disagreement_score":0.5117519,"about_ca_system_score_codex":0.00006697643,"about_ca_system_score_gemma":0.000010474776,"threshold_uncertainty_score":0.6669619},"labels":[],"label_agreement":null},{"id":"W4317597243","doi":"10.2514/6.2023-0468","title":"Mean and Unsteady Surface-Pressure Measurements on the BeVERLI Hill","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Wind tunnel; Reynolds-averaged Navier–Stokes equations; Turbulence; Benchmark (surveying); Boundary layer; Pressure measurement; Computational fluid dynamics; Pressure-sensitive paint; Stability (learning theory); Mechanics; Meteorology; Physics; Computer science; Geology","score_opus":0.0307249783402723,"score_gpt":0.23679442642048315,"score_spread":0.20606944808021085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317597243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94563496,0.0002135965,0.000011130877,0.024912251,0.00044797407,0.00046330315,0.000052145995,0.00023643531,0.028028214],"genre_scores_gemma":[0.98579955,0.000063392166,0.00003395967,0.0010655767,0.00003674212,0.000016869477,0.0000050049507,0.000018933055,0.012959986],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836516,0.00007042021,0.00015013313,0.00036771153,0.0005705878,0.0004760039],"domain_scores_gemma":[0.9994274,0.00011409793,0.000045347017,0.00032229195,0.000008317155,0.000082544175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007430878,0.00017337405,0.00014102894,0.000029537025,0.0005498448,0.00005246614,0.0003035528,0.00005977981,0.00054008217],"category_scores_gemma":[0.000071182585,0.00011165093,0.000053657233,0.0005148202,0.0002180503,0.00012615313,0.0005080264,0.00016137393,0.0023701752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025633737,0.00007804169,0.19284703,0.000019307978,0.00014419454,0.000017237924,0.0010426284,0.0028612004,0.013117288,0.0007823217,0.774034,0.015031116],"study_design_scores_gemma":[0.0010151594,0.0003605887,0.2374117,0.00014038861,0.00009010638,0.000006484338,0.0037872144,0.0050915494,0.00943495,0.005173386,0.73657775,0.00091075856],"about_ca_topic_score_codex":0.00017742756,"about_ca_topic_score_gemma":0.00032077482,"teacher_disagreement_score":0.044564668,"about_ca_system_score_codex":0.000035035744,"about_ca_system_score_gemma":0.0000046136347,"threshold_uncertainty_score":0.9984066},"labels":[],"label_agreement":null},{"id":"W4317597254","doi":"10.2514/6.2023-0510","title":"Intelligent Rover Slip Detection and Characterization","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Soil Mechanics and Vehicle Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Slippage; Slip (aerodynamics); Computer science; Artificial intelligence; Simulation; Engineering; Structural engineering; Aerospace engineering","score_opus":0.008128009312775889,"score_gpt":0.20428803502032833,"score_spread":0.19616002570755245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317597254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97423655,0.000026566317,0.02340656,0.00019223405,0.0010271333,0.00013899208,0.000021522908,0.000722949,0.0002275098],"genre_scores_gemma":[0.9990632,0.00031634766,0.000025943837,0.000050318118,0.000060511924,0.000023557177,0.000051336152,0.000033303568,0.00037548295],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99940133,0.000005524417,0.00012161473,0.00013690475,0.00010155349,0.00023307743],"domain_scores_gemma":[0.9997736,0.000013777248,0.00001618299,0.00012576387,0.00001972154,0.0000509572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010605185,0.00009580553,0.000080709215,0.00014946578,0.00006722891,0.00004920834,0.000061782506,0.00008335057,0.000014528037],"category_scores_gemma":[0.00001279466,0.0001030637,0.000026301492,0.00047240694,0.000008370129,0.00012138161,0.000051508254,0.00009813281,0.00017961631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071029112,0.00000817333,0.0008196365,0.00006303774,0.000033786462,0.0000064802207,0.00012757872,0.0008536606,0.20401508,0.0017385328,0.0003524937,0.7919744],"study_design_scores_gemma":[0.00009210981,0.00003066033,0.00830475,0.000016533932,0.000005937751,0.000004067861,0.00007979549,0.97079754,0.011940625,0.0010355251,0.0075449822,0.00014750009],"about_ca_topic_score_codex":0.000009844502,"about_ca_topic_score_gemma":0.00004012924,"teacher_disagreement_score":0.9699439,"about_ca_system_score_codex":0.000036913978,"about_ca_system_score_gemma":0.0000035230132,"threshold_uncertainty_score":0.42028156},"labels":[],"label_agreement":null},{"id":"W4317597275","doi":"10.2514/6.2023-1165","title":"DAVINCI Venus Entry, Descent, and Landing Modeling and Simulation","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Venus; Aerospace engineering; Spacecraft; Descent (aeronautics); Astrobiology; Computer science; Flight simulator; Aerospace; Aircraft flight mechanics; Aerodynamics; Aeronautics; Engineering; Physics","score_opus":0.018047390591479393,"score_gpt":0.2535112974658559,"score_spread":0.2354639068743765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317597275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97770447,0.00006155413,0.020798413,0.00021266499,0.00011956619,0.00009881937,0.000050394363,0.000050190138,0.0009039082],"genre_scores_gemma":[0.9992508,0.00000829776,0.00020113136,0.00002275699,0.0000807754,0.0000027014119,0.000082542494,0.0000059467543,0.00034499177],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993554,0.000010658357,0.000091569695,0.00018816294,0.00010284341,0.00025136897],"domain_scores_gemma":[0.9997559,0.000050055354,0.00002752675,0.00008663119,0.000010954704,0.000068890986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013366523,0.00007954151,0.000078505276,0.00006453407,0.00019903595,0.000065947555,0.0000628914,0.000022027796,0.00003417718],"category_scores_gemma":[0.0000049794457,0.000075754215,0.000016273989,0.00020327777,0.000025142634,0.00017400445,0.00007643941,0.00007751073,0.000050185103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013830375,0.000011813877,0.80773324,0.000015324758,0.000020788691,0.000006050913,0.00032472273,0.123160385,0.0015396475,0.0012286637,0.00086593925,0.06507957],"study_design_scores_gemma":[0.00016944234,0.000020026362,0.013470903,0.00002415071,0.0000069007488,7.999162e-7,0.00035574826,0.9824709,0.000042174728,0.0017542553,0.0015839114,0.00010072964],"about_ca_topic_score_codex":0.00016886412,"about_ca_topic_score_gemma":0.0000099495455,"teacher_disagreement_score":0.85931057,"about_ca_system_score_codex":0.000004887717,"about_ca_system_score_gemma":0.00001085389,"threshold_uncertainty_score":0.30891675},"labels":[],"label_agreement":null},{"id":"W4317632206","doi":"10.2514/6.2023-2463","title":"On the aeroelastic characterization of flexible wings at high angles of attack","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aeroelasticity; Characterization (materials science); Angle of attack; Structural engineering; Aerodynamics; Computer science; Engineering; Aerospace engineering; Physics; Optics","score_opus":0.01630557942629512,"score_gpt":0.21367308948084743,"score_spread":0.1973675100545523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955572,0.000024640056,0.0015621524,0.000872899,0.0007632268,0.00020205183,0.00007299519,0.00023177563,0.00071306434],"genre_scores_gemma":[0.99663365,0.0000353774,0.000111415924,0.0000567808,0.000027969296,0.000023089317,0.00006588899,0.000030577918,0.0030152246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991536,0.000016614717,0.00023448182,0.00012960033,0.00022772148,0.00023798275],"domain_scores_gemma":[0.9994906,0.0001138499,0.0000621339,0.00026335212,0.000036115965,0.00003390613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738555,0.00011917238,0.00016322483,0.00016059117,0.00006782584,0.000010438493,0.00019175044,0.0000908408,0.0005199667],"category_scores_gemma":[0.000027850187,0.00008638935,0.00006206436,0.00074917905,0.000043882384,0.0000560449,0.00008419337,0.00008052198,0.00040767164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023076998,0.000013435401,0.00008656094,0.00008610168,0.00003638089,0.0000018000234,0.00013241122,0.0003711732,0.9737786,0.012929435,0.009831696,0.002709319],"study_design_scores_gemma":[0.00021298946,0.00017019411,0.0035808908,0.00012952741,0.000018501336,0.0000012634542,0.00007409457,0.006362665,0.9824518,0.0035682432,0.00327598,0.0001538776],"about_ca_topic_score_codex":0.000009621685,"about_ca_topic_score_gemma":0.0000035257474,"teacher_disagreement_score":0.009361192,"about_ca_system_score_codex":0.000022090284,"about_ca_system_score_gemma":0.0000061858045,"threshold_uncertainty_score":0.56932706},"labels":[],"label_agreement":null},{"id":"W4317632366","doi":"10.2514/6.2023-2328","title":"Cost estimation of the use of low-carbon fuels in prospective scenarios for air transport","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Environmental science; Aviation; Production (economics); Greenhouse gas; Carbon fibers; Capital cost; Revenue; Environmental economics; Natural resource economics; Computer science; Engineering; Business; Economics","score_opus":0.02885692149098108,"score_gpt":0.25681787219314617,"score_spread":0.2279609507021651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877109,0.000007959827,0.009185407,0.0009482774,0.000098280725,0.0016425627,0.000061497645,0.00013952916,0.00020558342],"genre_scores_gemma":[0.99632794,0.000010473726,0.0029888728,0.000038307673,0.0000024301912,0.00016852934,0.0000066664447,0.000012818765,0.0004439433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903876,0.000011305477,0.00024480006,0.0002236062,0.0002185983,0.0002629453],"domain_scores_gemma":[0.9994799,0.00009578228,0.00011006734,0.0002842789,0.000011919742,0.000018070119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015755362,0.00010207534,0.00015852437,0.00008784143,0.000051169358,0.0000031436032,0.0002533921,0.00008770616,0.000014877919],"category_scores_gemma":[0.00014846513,0.00007749234,0.00006909423,0.0011285713,0.00027779187,0.000201593,0.00010110368,0.00010017174,0.000009635283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013850327,0.00019193644,0.5614894,0.00012968646,0.000022168737,0.0000061924384,0.00064196036,0.30591935,0.082403645,0.0014069848,0.0010125077,0.046637677],"study_design_scores_gemma":[0.0011256683,0.00024196248,0.5800724,0.00024211075,0.00001910856,0.0000018327895,0.0005705239,0.09359782,0.27761173,0.044990644,0.0012108176,0.00031538296],"about_ca_topic_score_codex":0.00013791103,"about_ca_topic_score_gemma":0.00045937314,"teacher_disagreement_score":0.21232152,"about_ca_system_score_codex":0.00009273443,"about_ca_system_score_gemma":0.0000135401515,"threshold_uncertainty_score":0.31600457},"labels":[],"label_agreement":null},{"id":"W4317632463","doi":"10.2514/6.2023-2238","title":"Human-in-the-Loop Simulator Study of Remotely Piloted Aerial Systems using Model Mediated Predictor","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Workload; Teleoperation; Fidelity; Simulation; Computer science; High fidelity; Sensitivity (control systems); Smith predictor; Real-time computing; Engineering; Control (management); Control engineering; Artificial intelligence; PID controller; Electronic engineering; Telecommunications","score_opus":0.052475744705430864,"score_gpt":0.28568299394666313,"score_spread":0.23320724924123226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995698,0.000059622987,0.0010486186,0.000035294845,0.0010939485,0.0011346876,0.00005108507,0.00057520304,0.00030355557],"genre_scores_gemma":[0.99937844,0.0000033184722,0.000026744161,0.000017150649,0.0001551426,0.000043577085,0.000026520527,0.00005591493,0.00029318564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980394,0.000087538625,0.0006763323,0.0002440999,0.00053300447,0.0004196182],"domain_scores_gemma":[0.9992429,0.000091101385,0.00007732905,0.00044421214,0.00007604603,0.00006839013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005344638,0.00020734109,0.00038239747,0.0003810459,0.00012426467,0.00008101888,0.00034683011,0.00013458243,0.000014116356],"category_scores_gemma":[0.00007369772,0.00017717357,0.000055261982,0.0011849138,0.00002821543,0.00014378838,0.000057095483,0.0001801487,0.0000597822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011749283,0.00007796354,0.00091511523,0.00008675097,0.00005923016,0.000017945978,0.0016681118,0.96143526,0.033174008,0.00020301847,0.002321349,0.000029509676],"study_design_scores_gemma":[0.0012671012,0.0001282791,0.00084867014,0.00007696033,0.00002090402,0.0000039821416,0.0040870598,0.99305636,0.00012989026,0.000026004338,0.00017492246,0.0001798429],"about_ca_topic_score_codex":0.00041874085,"about_ca_topic_score_gemma":0.0003287478,"teacher_disagreement_score":0.03304412,"about_ca_system_score_codex":0.000077927485,"about_ca_system_score_gemma":0.00003554469,"threshold_uncertainty_score":0.7224928},"labels":[],"label_agreement":null},{"id":"W4317632490","doi":"10.2514/6.2023-2368","title":"High-Order Reconstruction of Defect Corrected Solutions on Unstructured Meshes","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polygon mesh; Solver; Finite volume method; Truncation (statistics); Computer science; Applied mathematics; Stability (learning theory); Piecewise; Volume (thermodynamics); Control volume; Work (physics); Mathematical optimization; Order (exchange); Algorithm; Computational fluid dynamics; Mathematics; Mathematical analysis; Mechanical engineering; Engineering; Mechanics","score_opus":0.007106985153874458,"score_gpt":0.1991077123687758,"score_spread":0.19200072721490136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741939,0.000057507397,0.02000453,0.00034858985,0.0031195895,0.00021537015,0.0002293201,0.00086917926,0.00096207066],"genre_scores_gemma":[0.99710476,0.00005914031,0.0022246812,0.000023016843,0.000051207855,0.000015803766,0.00022768811,0.000036508613,0.00025720123],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990286,0.000016015645,0.00025461483,0.00018724703,0.0001955132,0.00031798155],"domain_scores_gemma":[0.99949527,0.000120981036,0.000038921666,0.00019522432,0.00010030735,0.000049274488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011055977,0.00015089384,0.00017909973,0.0003133661,0.0001179307,0.000022996543,0.00012581317,0.000099556215,0.000046023346],"category_scores_gemma":[0.00005932668,0.00015657576,0.000102674996,0.0013481354,0.000050217586,0.000080203856,0.000050667775,0.00015968931,0.00008322534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000099126255,0.000012702346,0.00049099093,0.000036078018,0.00010770336,0.0000034406905,0.000034543238,0.91876495,0.012307617,0.029934883,0.0053201113,0.032977052],"study_design_scores_gemma":[0.00028582776,0.000057797053,0.010600118,0.00005674146,0.000019063715,0.000013001034,0.00008498148,0.9725855,0.00072919164,0.01492005,0.00043428468,0.00021342195],"about_ca_topic_score_codex":0.00004658692,"about_ca_topic_score_gemma":0.00021265488,"teacher_disagreement_score":0.053820554,"about_ca_system_score_codex":0.00007436564,"about_ca_system_score_gemma":0.000029451976,"threshold_uncertainty_score":0.6384974},"labels":[],"label_agreement":null},{"id":"W4317632603","doi":"10.2514/6.2023-2200","title":"Development of Numerical Model for the Crashworthiness of Additively Manufactured Sandwich Lattices","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Octet; Materials science; Cube (algebra); Crashworthiness; Lattice (music); Composite material; Structural engineering; Topology (electrical circuits); Finite element method; Geometry; Mathematics; Baryon; Physics; Engineering","score_opus":0.01639760259804876,"score_gpt":0.24079572782812297,"score_spread":0.2243981252300742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5409531,0.0006875663,0.45485938,0.00035491565,0.00069722714,0.00077834213,0.0003826068,0.00043278688,0.0008540731],"genre_scores_gemma":[0.99420464,0.000021066053,0.005335167,0.0000198417,0.00002600266,0.00005557448,0.00006313887,0.000027331296,0.00024723276],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991267,0.000005359001,0.00027248502,0.00013273877,0.00020368973,0.00025907322],"domain_scores_gemma":[0.99954027,0.00013809132,0.000051232582,0.00018767623,0.00004913807,0.00003359066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189424,0.00013551157,0.00019937575,0.00009561092,0.00009070777,0.000011724721,0.0002717502,0.000067055225,0.000039244063],"category_scores_gemma":[0.000014968786,0.00009785427,0.00009736733,0.00033815886,0.000037200713,0.000049786107,0.00007938639,0.0000896024,0.0000073416636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096643904,0.00004282043,0.0007747143,0.0006739063,0.0006794752,0.0000032420273,0.003172158,0.7562829,0.08566648,0.0021496338,0.02114329,0.12931469],"study_design_scores_gemma":[0.0002918026,0.000016579794,0.008222623,0.000034867317,0.000033742468,0.0000012574616,0.00026217027,0.8752768,0.10786736,0.0018103116,0.00600341,0.00017909073],"about_ca_topic_score_codex":0.00000777495,"about_ca_topic_score_gemma":0.000052353815,"teacher_disagreement_score":0.45325154,"about_ca_system_score_codex":0.000014774218,"about_ca_system_score_gemma":0.000029956183,"threshold_uncertainty_score":0.3990381},"labels":[],"label_agreement":null},{"id":"W4317632706","doi":"10.2514/6.2023-1582","title":"Aerodynamic Optimization of a Novel Synthetic Trailing Edge and Chord Elongation Morphing: Application to the UAS-S45 Airfoil","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Airfoil; Trailing edge; Chord (peer-to-peer); Morphing; Aerodynamics; Angle of attack; Leading edge; Lift coefficient; Deflection (physics); Aerospace engineering; Stall (fluid mechanics); Wing; Transonic; Computer science; Structural engineering; Acoustics; Physics; Mechanics; Engineering; Turbulence; Artificial intelligence; Classical mechanics","score_opus":0.008618972315355392,"score_gpt":0.21336166341967555,"score_spread":0.20474269110432017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632706","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089143544,0.0000410109,0.9075359,0.0020898385,0.00018312692,0.00047516837,0.000031116117,0.00030680987,0.0001935034],"genre_scores_gemma":[0.9969772,0.00003489366,0.002524095,0.00008335386,0.000062277104,0.00014052812,0.000052492655,0.000030163357,0.00009499999],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991157,0.000014874369,0.00026435062,0.00019847087,0.00017842928,0.00022815223],"domain_scores_gemma":[0.9994863,0.0001277584,0.00005269215,0.0002201572,0.0000578762,0.00005516027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028903375,0.00012563604,0.00013925138,0.00017347006,0.00015433549,0.000046496538,0.00015134153,0.00008181526,0.0000108262375],"category_scores_gemma":[0.000113824804,0.0001129352,0.000037568097,0.0008088104,0.000033002943,0.00017838484,0.000044633205,0.00011628242,0.00004034245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007870728,0.000010346568,0.000074681426,0.00003614264,0.000015630583,1.4916974e-7,0.00020419863,0.95505315,0.036123317,0.0012437468,0.0002885802,0.0069421846],"study_design_scores_gemma":[0.00025377236,0.000031437372,0.0012175433,0.000040489078,0.000019131317,0.0000022638399,0.00021892496,0.9956792,0.0016835292,0.000078094075,0.0006585986,0.000117009506],"about_ca_topic_score_codex":0.000021662363,"about_ca_topic_score_gemma":0.00014821214,"teacher_disagreement_score":0.90783364,"about_ca_system_score_codex":0.00002802541,"about_ca_system_score_gemma":0.000014429302,"threshold_uncertainty_score":0.4605364},"labels":[],"label_agreement":null},{"id":"W4317632710","doi":"10.2514/6.2023-1672","title":"Gradient Based Simultaneous Structural and Kinematic Optimization of Landing Gear Members based on the Modified Input-Output Equation for Multibody Kinematics","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada); Queen's University","funders":"","keywords":"Kinematics; Landing gear; Actuator; Multidisciplinary design optimization; Computer science; Multibody system; Work (physics); Control theory (sociology); Simulation; Aerospace engineering; Automotive engineering; Mechanical engineering; Engineering; Multidisciplinary approach","score_opus":0.03522660850141964,"score_gpt":0.2725186347833628,"score_spread":0.23729202628194315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632710","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042980473,0.000010475972,0.95492834,0.0006805068,0.00016621753,0.0008104565,0.000060923536,0.00028247765,0.00008011926],"genre_scores_gemma":[0.98372006,0.000005711366,0.015863396,0.000033172437,0.000023413346,0.00011521038,0.0001382578,0.000038893486,0.000061863146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889445,0.000031231764,0.00029799613,0.00016208434,0.00031285398,0.00030137916],"domain_scores_gemma":[0.99812984,0.0014256161,0.00004650162,0.00025513244,0.00007473067,0.00006819548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041420534,0.00015102421,0.0001839005,0.00029101758,0.00013450283,0.000053753283,0.00014462213,0.00008607593,0.000026311573],"category_scores_gemma":[0.00095601747,0.000114662274,0.0000595238,0.00069320155,0.000028565777,0.000057763697,0.000026263773,0.00013344755,0.000004729865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014041408,0.0000068858817,0.0000041450858,0.00030894915,0.000016049771,9.1445105e-7,0.000047245132,0.99522215,0.0021393292,0.0012903066,0.00017758289,0.00077238324],"study_design_scores_gemma":[0.00046713903,0.00010199535,0.00001234327,0.00011829126,0.000014547289,3.8504112e-7,0.00007829752,0.9961798,0.002623435,0.00025907817,0.000021736001,0.00012294257],"about_ca_topic_score_codex":0.000010503776,"about_ca_topic_score_gemma":0.000004577785,"teacher_disagreement_score":0.94073963,"about_ca_system_score_codex":0.000045392528,"about_ca_system_score_gemma":0.000016383749,"threshold_uncertainty_score":0.4675792},"labels":[],"label_agreement":null},{"id":"W4317632747","doi":"10.2514/6.2023-2124","title":"On the identification and interpretation of large amplitude oscillatory compression (LAOC) loadings","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Stiffening; Materials science; Harmonics; Shear stress; Rheology; Hysteresis; Deformation (meteorology); Viscoelasticity; Shear modulus; Mechanics; Stress (linguistics); Infinitesimal strain theory; Composite material; Structural engineering; Physics; Engineering; Finite element method; Condensed matter physics","score_opus":0.00859558739892383,"score_gpt":0.23212921985949253,"score_spread":0.2235336324605687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8833029,0.00042252327,0.10848415,0.0030720972,0.00079475297,0.00046984118,0.000055679873,0.00068492995,0.0027131115],"genre_scores_gemma":[0.99936235,0.000055001925,0.000022255526,0.0001616449,0.000017382465,0.000025449823,0.000019574354,0.000010202713,0.00032615854],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931663,0.000025974932,0.0002167458,0.00012751036,0.00014914018,0.00016399486],"domain_scores_gemma":[0.9995496,0.00020019166,0.0000347238,0.00015328877,0.000031770818,0.000030409183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003338899,0.000081486825,0.00010448448,0.00009896117,0.00010769208,0.00003454913,0.00011067921,0.00006697254,0.000066256354],"category_scores_gemma":[0.000110443594,0.00005453531,0.000037788675,0.0002967253,0.000042503732,0.00010295574,0.00005227834,0.00009904574,0.000114500486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062322404,0.0000411859,0.002025884,0.00013448801,0.00008566385,0.0000025486902,0.0007948348,0.013155873,0.7213436,0.17858389,0.06286952,0.020900235],"study_design_scores_gemma":[0.00036325835,0.00007194304,0.02073908,0.000105838815,0.000012065782,0.0000010776905,0.00028821715,0.93611485,0.022782756,0.01582697,0.0035298045,0.00016416862],"about_ca_topic_score_codex":0.000002629719,"about_ca_topic_score_gemma":0.000005031239,"teacher_disagreement_score":0.92295897,"about_ca_system_score_codex":0.000013476953,"about_ca_system_score_gemma":0.0000035055496,"threshold_uncertainty_score":0.22238855},"labels":[],"label_agreement":null},{"id":"W4317632748","doi":"10.2514/6.2023-1585","title":"Numerical Investigation of a Dynamically Morphing UAS-S45 Wing Airfoil at moderate Reynolds number","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Airfoil; Trailing edge; Lift coefficient; Stall (fluid mechanics); Morphing; Pitching moment; Deflection (physics); Leading edge; Mechanics; Lift-to-drag ratio; Angle of attack; Wing; Reynolds number; Aerodynamics; Drag; Aerospace engineering; Physics; Structural engineering; Computer science; Turbulence; Engineering; Classical mechanics","score_opus":0.008774672374075216,"score_gpt":0.2097303154394595,"score_spread":0.20095564306538427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896871,0.000054008822,0.0053432933,0.0008195094,0.0005880893,0.00019779996,0.000044232987,0.0008513543,0.002414655],"genre_scores_gemma":[0.9968082,0.00006316805,0.0014645561,0.000104745806,0.000057707297,0.00003848797,0.00013599632,0.00008789023,0.0012392653],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99823034,0.000025449233,0.0004523557,0.00032415,0.0003804415,0.00058729504],"domain_scores_gemma":[0.9992862,0.000078725825,0.000059566974,0.00036810196,0.00006169065,0.00014571939],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027307338,0.00024624416,0.00030370775,0.00020043034,0.00014193125,0.000053036267,0.00025014224,0.0001819025,0.00008566588],"category_scores_gemma":[0.00004666658,0.0002596988,0.00013471524,0.0010661192,0.00006242407,0.00023832209,0.00017459584,0.0002587507,0.0005119934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033672753,0.000018705878,0.019851029,0.00024720514,0.00013097418,0.000053284937,0.0003632851,0.8891141,0.07045663,0.004042958,0.013617418,0.0020707464],"study_design_scores_gemma":[0.00027668153,0.00002491114,0.0041095745,0.000103634506,0.000014906708,0.000010970929,0.000022811028,0.9888364,0.0023752924,0.0034084925,0.000536766,0.00027954867],"about_ca_topic_score_codex":0.0000936109,"about_ca_topic_score_gemma":0.000052368552,"teacher_disagreement_score":0.09972232,"about_ca_system_score_codex":0.00016750649,"about_ca_system_score_gemma":0.000026360216,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W4317632766","doi":"10.2514/6.2023-2179","title":"Blowoff Dynamics of Interacting Swirl Premixed Flames","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Combustor; Premixed flame; Extinction (optical mineralogy); Combustion; Planar laser-induced fluorescence; Mechanics; Jet (fluid); Particle image velocimetry; Materials science; Flame structure; Diffusion flame; Physics; Optics; Laser; Chemistry; Laser-induced fluorescence; Turbulence","score_opus":0.006686399822886091,"score_gpt":0.2190445748808333,"score_spread":0.21235817505794718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588476,0.00009324304,0.01925178,0.001100952,0.0030559655,0.0003384652,0.00012584608,0.0023880014,0.014798142],"genre_scores_gemma":[0.996347,0.0000753635,0.00057477935,0.000023318453,0.000042440646,0.000015173818,0.00011243595,0.000052293206,0.0027571768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892575,0.000012265274,0.00031625526,0.0001721019,0.00019152403,0.00038208382],"domain_scores_gemma":[0.99938345,0.00013736055,0.000051749477,0.00030834327,0.000053778032,0.000065306805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019076871,0.00015798012,0.00020348701,0.00031448016,0.000060237602,0.000034211615,0.00024770552,0.000105688494,0.0001037279],"category_scores_gemma":[0.000112903464,0.00017167006,0.000105994215,0.00096521334,0.00004161827,0.00014938934,0.00014181978,0.00024763163,0.0002484682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000838138,0.0001525815,0.037748434,0.0012443422,0.0006100879,0.00011606657,0.0017833347,0.39323878,0.043159958,0.03629763,0.12376511,0.36179987],"study_design_scores_gemma":[0.00020399697,0.000026518013,0.0014712752,0.00010553642,0.000012812249,0.0000047719896,0.00073363434,0.99017656,0.0015787109,0.0012288444,0.0042483006,0.00020904887],"about_ca_topic_score_codex":0.000018730061,"about_ca_topic_score_gemma":0.0002598969,"teacher_disagreement_score":0.5969378,"about_ca_system_score_codex":0.00009877262,"about_ca_system_score_gemma":0.00001561139,"threshold_uncertainty_score":0.70005023},"labels":[],"label_agreement":null},{"id":"W4317632813","doi":"10.2514/6.2023-2153","title":"Surface Pressure Based Flow Field Estimation: Comparison of LSE and Machine Learning Algorithms","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Airfoil; Laminar flow; Algorithm; Support vector machine; Reynolds number; Vector field; Flow (mathematics); Computer science; NACA airfoil; Artificial intelligence; Mathematics; Mechanics; Physics; Geometry; Turbulence","score_opus":0.012418895245101189,"score_gpt":0.24144381847918678,"score_spread":0.22902492323408558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6749449,0.00722282,0.30277005,0.004805202,0.0023632762,0.0010935982,0.00043006186,0.0030775217,0.0032925718],"genre_scores_gemma":[0.9899057,0.000066163964,0.008945757,0.000026480328,0.00001979048,0.000007977145,0.0001145486,0.000032703945,0.00088088016],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916863,0.000014948899,0.00021757252,0.0001610067,0.00018513917,0.00025267137],"domain_scores_gemma":[0.9995672,0.00014137571,0.000031319203,0.0001730519,0.0000286385,0.000058432423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016607837,0.00013589332,0.00020962108,0.0001036061,0.00008345564,0.00003412454,0.000114179114,0.00009872865,0.00007725263],"category_scores_gemma":[0.000048696387,0.00013808912,0.000045652203,0.00040467593,0.000021040743,0.000085296444,0.000063920765,0.00022584469,0.000032835753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052094592,0.000009579455,0.006901263,0.00012167965,0.000029462455,0.0000031180916,0.000064892956,0.9738606,0.00070370076,0.000073079595,0.0037301702,0.01449723],"study_design_scores_gemma":[0.0002640686,0.00007240904,0.0007473173,0.000048799247,0.000018187564,9.3072595e-7,0.000023422237,0.9900981,0.002250691,0.00010336261,0.006232448,0.00014021948],"about_ca_topic_score_codex":0.000059322654,"about_ca_topic_score_gemma":0.000037924387,"teacher_disagreement_score":0.3149608,"about_ca_system_score_codex":0.000008797376,"about_ca_system_score_gemma":0.000008654034,"threshold_uncertainty_score":0.56311107},"labels":[],"label_agreement":null},{"id":"W4317632833","doi":"10.2514/6.2023-2192","title":"Attack-tolerant Trajectory Prediction using Generative Adversarial Network Secured by Blockchain Application to the UAS-S4 Ehécatl","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Adversarial system; Computer science; Trajectory; Artificial neural network; Artificial intelligence; Data mining; Blockchain; Deep learning; Machine learning; Computer security","score_opus":0.00970730986334685,"score_gpt":0.22487959401039756,"score_spread":0.2151722841470507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54546577,0.0005834744,0.4394531,0.0048450595,0.0023794915,0.0018791109,0.0003796681,0.0043775085,0.00063681626],"genre_scores_gemma":[0.9975671,0.00003385082,0.0008156776,0.00027010302,0.0005390537,0.00024469613,0.00013708531,0.000062343606,0.0003300865],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844646,0.000047406713,0.00031939612,0.00035827237,0.0002079631,0.0006205164],"domain_scores_gemma":[0.9993368,0.0000617379,0.00005493082,0.00042826496,0.000037275917,0.00008103341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374193,0.00023115776,0.00021043107,0.00013179972,0.0005022389,0.000027606136,0.00033738796,0.00031309848,0.00002211768],"category_scores_gemma":[0.000017703209,0.00020762131,0.00008283352,0.0012482874,0.00007220754,0.000074466996,0.00011211424,0.00039997185,0.00022912273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023377173,0.000011359929,0.00034155525,0.000009378544,0.00008157027,0.0000027696613,0.00036977197,0.8747996,0.015529315,0.00038779477,0.10147307,0.006970435],"study_design_scores_gemma":[0.00030533978,0.000055509572,0.0005831226,0.000019694877,0.000030319543,0.0000061016412,0.00031434486,0.93137527,0.0038517076,0.00044527667,0.06276829,0.00024505157],"about_ca_topic_score_codex":0.000044535813,"about_ca_topic_score_gemma":0.00018348485,"teacher_disagreement_score":0.45210132,"about_ca_system_score_codex":0.00018830877,"about_ca_system_score_gemma":0.000035990466,"threshold_uncertainty_score":0.84665513},"labels":[],"label_agreement":null},{"id":"W4317632839","doi":"10.2514/6.2023-1695","title":"Comparison of plasma development in a dielectric barrier discharge actuator operated using a constant and sinusoidal applied voltage","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Plasma actuator; Dielectric; Plasma; Atomic physics; Voltage; Ionization; Materials science; Dielectric barrier discharge; Plasma channel; Constant (computer programming); Electrode; Electric potential; Ion; Mechanics; Chemistry; Electrical engineering; Physics; Optoelectronics; Engineering","score_opus":0.014671245367744942,"score_gpt":0.24738495736726968,"score_spread":0.23271371199952473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954019,0.000090981914,0.0031116977,0.000022418291,0.00014970341,0.00035676616,0.00005316137,0.00021177834,0.000601594],"genre_scores_gemma":[0.99876654,0.00001968914,0.0009824424,0.000014475195,0.000011086182,0.000042126983,0.000034796474,0.00003936315,0.000089482404],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99852484,0.000011979147,0.00046433404,0.00024291227,0.00020177524,0.0005541508],"domain_scores_gemma":[0.9995734,0.00009990435,0.000047955124,0.0001486512,0.000028814755,0.00010126476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022241336,0.0002227454,0.00041958748,0.0004154913,0.00009130048,0.000043088185,0.00014652517,0.00014004935,0.000015397181],"category_scores_gemma":[0.000043249926,0.000220893,0.000031959695,0.0011448989,0.000055502238,0.00010117515,0.00009506339,0.00023153682,0.00002868101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008576819,0.00005275009,0.012253913,0.00013209428,0.00011543216,0.000026405092,0.0009664594,0.01745702,0.9566111,0.0013545833,0.00030167046,0.010642818],"study_design_scores_gemma":[0.0010209893,0.000027482727,0.0018206899,0.000080973994,0.000012005053,0.0000044966905,0.00040107986,0.96080154,0.03470724,0.00005761242,0.0007651108,0.0003007503],"about_ca_topic_score_codex":0.000017098542,"about_ca_topic_score_gemma":0.0003309693,"teacher_disagreement_score":0.94334453,"about_ca_system_score_codex":0.00011703064,"about_ca_system_score_gemma":0.000079608326,"threshold_uncertainty_score":0.9007755},"labels":[],"label_agreement":null},{"id":"W4317632843","doi":"10.2514/6.2023-2127","title":"Paired Explicit Runge-Kutta Schemes for Ansys Fluent's Density-Based Solver","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Numerical methods for differential equations","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Runge–Kutta methods; Solver; Finite volume method; Airfoil; Computer science; Benchmark (surveying); Applied mathematics; Laminar flow; Cascade; Integrator; Turbulence; Turbine; Flow (mathematics); Control theory (sociology); Mathematics; Mathematical optimization; Mechanics; Physics; Differential equation; Mathematical analysis; Engineering; Geometry; Aerospace engineering; Bandwidth (computing)","score_opus":0.11233527762256097,"score_gpt":0.38178342402619586,"score_spread":0.2694481464036349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632843","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11190348,0.000029890947,0.8782045,0.0054857186,0.00091511477,0.0015574915,0.00018294335,0.0014699122,0.000250909],"genre_scores_gemma":[0.30711484,0.000013668018,0.6805639,0.0014322299,0.0004185239,0.0015796525,0.000391598,0.00033315475,0.008152375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99718505,0.00012248587,0.0005676351,0.0005999968,0.0005561942,0.0009686297],"domain_scores_gemma":[0.99672174,0.001809665,0.00020256802,0.0008332312,0.00021757667,0.00021523843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009523671,0.0003500001,0.0005221539,0.00039485653,0.0004477305,0.000112654074,0.0004941226,0.00022973567,0.00021473334],"category_scores_gemma":[0.0018607095,0.00033195643,0.0004206621,0.001393694,0.00009830999,0.00019751652,0.00022025315,0.00023523779,0.00040130262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004166119,0.0012486012,0.0066204546,0.0015955429,0.00088918913,0.00005399446,0.0006551512,0.00009006158,0.1805834,0.40795565,0.24351402,0.15637733],"study_design_scores_gemma":[0.001527271,0.0002409342,0.00051542383,0.0001437037,0.00018592912,0.0000020220084,0.000397303,0.016800087,0.05842603,0.8757429,0.04534587,0.0006725021],"about_ca_topic_score_codex":0.00003618075,"about_ca_topic_score_gemma":0.00008740828,"teacher_disagreement_score":0.46778727,"about_ca_system_score_codex":0.00009906919,"about_ca_system_score_gemma":0.00009369883,"threshold_uncertainty_score":0.9999133},"labels":[],"label_agreement":null},{"id":"W4317632928","doi":"10.2514/6.2023-1583","title":"A Pareto Multi-Objective Optimization of a Camber Morphing Airfoil using Non-Dominated Sorting Genetic Algorithm","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Airfoil; Aerodynamics; Angle of attack; Lift-to-drag ratio; Genetic algorithm; Computer science; Camber (aerodynamics); Multi-objective optimization; Stall (fluid mechanics); Algorithm; Mathematics; Mathematical optimization; Engineering; Aerospace engineering","score_opus":0.012957813106410908,"score_gpt":0.23946387168054664,"score_spread":0.22650605857413572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317632928","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10542908,0.000048628866,0.89338416,0.00003820601,0.00033876012,0.00030861289,0.000036072444,0.0003070876,0.000109397086],"genre_scores_gemma":[0.92507344,0.000020987312,0.07455291,0.00003292763,0.00007364355,0.00004457055,0.000034306584,0.00006606047,0.00010112383],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986061,0.000029212755,0.00043862936,0.00024302574,0.00022541815,0.00045760922],"domain_scores_gemma":[0.9993897,0.00010113454,0.00011449434,0.00018710684,0.00013108837,0.00007647114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019560663,0.0001998003,0.00027380133,0.0002951628,0.0001670677,0.000043752312,0.00013483255,0.00014111362,0.00004084766],"category_scores_gemma":[0.00010636634,0.00022115473,0.000088790104,0.0011295553,0.00004394491,0.00026949294,0.00007906736,0.00018336308,0.000043402433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060977454,0.0000129392865,0.0007424787,0.000042645326,0.000061428895,0.000012458271,0.0003176537,0.97401106,0.021134358,0.000008277985,0.0001347331,0.0035158582],"study_design_scores_gemma":[0.0006982944,0.00003220206,0.0010443522,0.00009853227,0.000037960115,0.000006299654,0.0006215487,0.98468286,0.012503894,0.00003951782,0.000016418837,0.00021809628],"about_ca_topic_score_codex":0.00014398534,"about_ca_topic_score_gemma":0.00005441783,"teacher_disagreement_score":0.8196444,"about_ca_system_score_codex":0.00009170669,"about_ca_system_score_gemma":0.00004290654,"threshold_uncertainty_score":0.9018428},"labels":[],"label_agreement":null},{"id":"W4317633440","doi":"10.2514/6.2023-1564","title":"Goal-Oriented Adaptive Sampling Procedure for Projection-Based Reduced-Order Models for Aerodynamic Flows","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"A priori and a posteriori; Computer science; Aerodynamics; Fidelity; High fidelity; Projection (relational algebra); Snapshot (computer storage); Adaptive sampling; Sampling (signal processing); Error detection and correction; Mathematical optimization; Algorithm; Monte Carlo method; Mathematics; Engineering; Statistics","score_opus":0.03208444336070327,"score_gpt":0.29310865447395335,"score_spread":0.2610242111132501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633440","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07199455,0.000020802629,0.9206338,0.0019139226,0.0011141802,0.0029363502,0.00043772493,0.0003996541,0.0005490145],"genre_scores_gemma":[0.9741019,0.000003165697,0.015413583,0.00018021635,0.00068816176,0.003363017,0.000913456,0.000103381164,0.0052331146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980455,0.000021095704,0.00034301612,0.0006355545,0.00020761785,0.000747204],"domain_scores_gemma":[0.99899036,0.00015292228,0.00014110275,0.00027746617,0.00031818685,0.00011993634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023406236,0.00028661892,0.00027437287,0.00022315381,0.00053786003,0.0000677032,0.00018374315,0.00011537253,0.00004861187],"category_scores_gemma":[0.000020341462,0.00027416836,0.0002677643,0.0010794075,0.000041444666,0.00024947996,0.000051744868,0.00020747319,0.00002788558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009539025,0.0003385141,0.00032644317,0.0001876597,0.00031583468,7.750229e-7,0.0003472299,0.7840064,0.010905477,0.05921871,0.06982545,0.07357359],"study_design_scores_gemma":[0.0010049999,0.00017682047,0.000021345135,0.000065784836,0.00003615252,5.2628457e-7,0.0008132051,0.97002363,0.0014151224,0.020133112,0.0059919627,0.00031732256],"about_ca_topic_score_codex":0.00006435217,"about_ca_topic_score_gemma":0.000036793714,"teacher_disagreement_score":0.9052202,"about_ca_system_score_codex":0.000059437345,"about_ca_system_score_gemma":0.00021043372,"threshold_uncertainty_score":0.99997103},"labels":[],"label_agreement":null},{"id":"W4317633442","doi":"10.2514/6.2023-1714","title":"Structurally Motivated Print Orientation Optimization for Fiber Reinforced Additive Manufacturing","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Topology optimization; Leverage (statistics); Orientation (vector space); Computer science; Component (thermodynamics); Engineering design process; Mechanical engineering; Topology (electrical circuits); Mathematical optimization; Engineering drawing; Structural engineering; Engineering; Mathematics; Artificial intelligence","score_opus":0.0067521109644870176,"score_gpt":0.2197436268914754,"score_spread":0.21299151592698837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07580623,0.000016009544,0.9155794,0.00029751804,0.0017067861,0.0011271233,0.00019838588,0.0037617402,0.0015068061],"genre_scores_gemma":[0.84685636,0.000102208294,0.14155404,0.00011546645,0.0002907334,0.0007530121,0.0029989493,0.00030126225,0.007027951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987099,0.000010195276,0.00033146812,0.00027262224,0.00017028478,0.00050552125],"domain_scores_gemma":[0.9994281,0.00011223793,0.000058136804,0.00023461752,0.00008881399,0.00007812893],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011365447,0.00022825936,0.00018054731,0.0003736982,0.00015630986,0.000058296853,0.00017371224,0.00016971896,0.0004660973],"category_scores_gemma":[0.00009833325,0.00025211903,0.000072032715,0.0005960881,0.000036094465,0.0003910617,0.00006273758,0.00015384778,0.00012599226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008738045,0.0000010493583,0.000012206831,0.000041366206,0.00004670634,0.000001993954,0.00010677571,0.9919827,0.00079830753,0.00066814106,0.003415818,0.0029162238],"study_design_scores_gemma":[0.0005007499,0.00003084116,0.00043574983,0.000031395815,0.000013955749,0.0000042748215,0.00017567725,0.94378114,0.051469058,0.00021604852,0.0030584885,0.00028260643],"about_ca_topic_score_codex":0.000004690298,"about_ca_topic_score_gemma":0.0000027887106,"teacher_disagreement_score":0.7740254,"about_ca_system_score_codex":0.00013913766,"about_ca_system_score_gemma":0.000014694165,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W4317633488","doi":"10.2514/6.2023-1584","title":"Design of a Variable Camber Morphing Winglet with Composite Lamination Structural Analysis and Failure Analysis – Application to the UAS-S45","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Morphing; Camber (aerodynamics); Wingtip device; Structural engineering; Materials science; Wing; Composite material; Computer science; Engineering","score_opus":0.004580930683928202,"score_gpt":0.19799406440659342,"score_spread":0.19341313372266522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633488","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12642096,0.000014187437,0.872331,0.0007273484,0.00002007014,0.00028139216,0.00003297277,0.00013694109,0.00003508195],"genre_scores_gemma":[0.9907821,0.0000030401743,0.008856252,0.00006125534,0.000022796423,0.00006802674,0.00010283181,0.000014172045,0.000089530375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99913085,0.000036556732,0.00020245112,0.00019600753,0.00022192296,0.00021221068],"domain_scores_gemma":[0.9994169,0.00015376342,0.00006030931,0.00023610971,0.000083527055,0.000049429153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002668111,0.00012486207,0.0002378322,0.00050257414,0.00016388812,0.000072761126,0.00013342104,0.00005890161,0.00002196402],"category_scores_gemma":[0.000020550822,0.000094413204,0.0000524803,0.0053117992,0.000027259948,0.00018676992,0.00004002237,0.000096002455,0.00001195221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013490495,0.0000025705447,0.008259922,0.000013991132,0.0009494927,6.26992e-7,0.00024041184,0.96960443,0.019496888,0.00044684063,0.00028086186,0.000690444],"study_design_scores_gemma":[0.00015237389,0.000032714564,0.02162064,0.000008166115,0.0010445486,0.0000010516058,0.00020393582,0.9746735,0.0018706261,0.00011667291,0.00015596751,0.0001197825],"about_ca_topic_score_codex":0.00015410011,"about_ca_topic_score_gemma":0.0007085384,"teacher_disagreement_score":0.8643611,"about_ca_system_score_codex":0.00002889854,"about_ca_system_score_gemma":0.000009377554,"threshold_uncertainty_score":0.38500586},"labels":[],"label_agreement":null},{"id":"W4317633779","doi":"10.2514/6.2023-1619","title":"A Deep-Learning Surrogate Model Approach for Optimization of Morphing Airfoils","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Morphing; Computer science; Airfoil; Surrogate model; Deep learning; Artificial intelligence; Machine learning; Aerospace engineering; Engineering","score_opus":0.022928715748356834,"score_gpt":0.2591079987987311,"score_spread":0.23617928305037425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633779","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013259781,0.000018511926,0.9830738,0.00025257762,0.000120280165,0.00032510125,0.000017730727,0.00013088633,0.0028013783],"genre_scores_gemma":[0.9694126,0.000013414639,0.026244603,0.000029929457,0.00012886435,0.00013275637,0.0003248801,0.000037320202,0.0036755987],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894744,0.0000233726,0.00024151018,0.00026869072,0.00015395625,0.0003650361],"domain_scores_gemma":[0.9995167,0.000047587535,0.00012901818,0.00015901189,0.00008190256,0.00006576439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023514811,0.00013286172,0.00018718923,0.00013824129,0.00020161325,0.00003495337,0.00014139047,0.00005599293,0.00005821219],"category_scores_gemma":[0.000010515914,0.00013103095,0.00014609563,0.0005289792,0.00003212826,0.00017694931,0.000076535514,0.00015721064,0.0000101799915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015965037,0.000024026946,0.00041823665,0.000018096536,0.000025443394,1.0210838e-7,0.000072708695,0.9844937,0.00051457476,0.0050589493,0.0014755026,0.00788275],"study_design_scores_gemma":[0.00033591746,0.000029611321,0.000008447347,0.000015363916,0.000015326614,3.0936255e-7,0.00045226407,0.9952282,0.0009190491,0.0025762878,0.00028977307,0.00012948456],"about_ca_topic_score_codex":0.000022095288,"about_ca_topic_score_gemma":6.069488e-7,"teacher_disagreement_score":0.95682913,"about_ca_system_score_codex":0.000011505063,"about_ca_system_score_gemma":0.000022157183,"threshold_uncertainty_score":0.53432864},"labels":[],"label_agreement":null},{"id":"W4317633786","doi":"10.2514/6.2023-2144","title":"Numerical Analysis and Parametric Study of Modified and Benchmark Optimized Cold Spray Designs","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nozzle; Gas dynamic cold spray; Spray nozzle; Materials science; Mechanics; Spray characteristics; Parametric statistics; Spray forming; Particle (ecology); Design of experiments; Mechanical engineering; Computer simulation; Composite material; Engineering; Coating; Physics; Mathematics","score_opus":0.02121335268703987,"score_gpt":0.2622272660474616,"score_spread":0.24101391336042174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963562,0.00008378552,0.0025160678,0.000048061207,0.0001251987,0.0004526061,0.00002063812,0.00034446552,0.000052985495],"genre_scores_gemma":[0.9977585,0.000039890096,0.0018950349,0.000008204854,0.000012854616,0.00007584276,0.00001756775,0.00003703737,0.00015503063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9985149,0.0000646081,0.0003621083,0.00035218772,0.00031661388,0.00038956612],"domain_scores_gemma":[0.9990918,0.00031191594,0.000056177894,0.00035224203,0.00005063073,0.00013722922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038944677,0.00021945093,0.0005097709,0.0011030737,0.000110271474,0.00007465628,0.00016505549,0.00013657655,0.000022186538],"category_scores_gemma":[0.00012752895,0.0002114817,0.00007639782,0.0063517215,0.00005119104,0.00010601795,0.00009663542,0.00022994571,0.000008794012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008183773,0.00041948518,0.27432576,0.00015755722,0.0019736916,0.00014603171,0.0019578338,0.50164354,0.21283183,0.00022587045,0.0051270537,0.0011095308],"study_design_scores_gemma":[0.009290389,0.0022854477,0.5168797,0.00014764209,0.0043651476,0.000018718503,0.005785151,0.35577306,0.10197861,0.0001820183,0.00056009047,0.0027340795],"about_ca_topic_score_codex":0.00013452621,"about_ca_topic_score_gemma":0.000051302763,"teacher_disagreement_score":0.2425539,"about_ca_system_score_codex":0.000032945627,"about_ca_system_score_gemma":0.0000121784005,"threshold_uncertainty_score":0.8623974},"labels":[],"label_agreement":null},{"id":"W4317633793","doi":"10.2514/6.2023-2074","title":"Spring-Based Approach for Rapid Modeling of Ejector-Store Interaction","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Spring (device); Injector; Computer science; Automotive engineering; Engineering; Mechanical engineering","score_opus":0.031063429892448063,"score_gpt":0.24693988747529821,"score_spread":0.21587645758285015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633793","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07632384,0.00019291046,0.915467,0.00010902948,0.0012545933,0.0006707186,0.00004369285,0.00089991017,0.005038278],"genre_scores_gemma":[0.99717814,0.000010004428,0.0022494602,0.000019431656,0.0000991089,0.00016027852,0.000058093952,0.000051912517,0.00017360086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989604,0.000013991226,0.00033455162,0.00018042541,0.00018157317,0.00032910594],"domain_scores_gemma":[0.99948764,0.00009376727,0.000047684553,0.000269601,0.00004631757,0.00005496582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034690995,0.00014493868,0.00023650307,0.0002458448,0.00006003258,0.000020806287,0.00016839552,0.00010517052,0.000022877997],"category_scores_gemma":[0.000044036395,0.00014361554,0.00012991145,0.00046599467,0.000014264565,0.00010463514,0.000025068917,0.00010433319,0.000051961873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008972335,0.000010528421,0.00023220597,0.00048804274,0.000040129664,4.5838144e-7,0.00011745589,0.9883654,0.0047321506,0.00011003863,0.003430701,0.0024638888],"study_design_scores_gemma":[0.0002731512,0.00003692154,0.000027395614,0.00009497716,0.000010934956,0.0000010702707,0.0004946139,0.99152285,0.0030603444,0.0000748355,0.0042579654,0.00014493022],"about_ca_topic_score_codex":0.00010155728,"about_ca_topic_score_gemma":0.000019788144,"teacher_disagreement_score":0.9208543,"about_ca_system_score_codex":0.000058378635,"about_ca_system_score_gemma":0.000019446106,"threshold_uncertainty_score":0.58564717},"labels":[],"label_agreement":null},{"id":"W4317633806","doi":"10.2514/6.2023-2094","title":"Modeling of a Wind-Turbine-Powered Ground Vehicle","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Acceleration; Turbine; Marine engineering; Wind speed; Drag; Automotive engineering; Sensitivity (control systems); Aerodynamics; Engineering; Computer science; Simulation; Aerospace engineering; Meteorology; Physics","score_opus":0.018296924141619847,"score_gpt":0.2368040564595741,"score_spread":0.21850713231795427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836419,0.00032856775,0.002536894,0.00048506874,0.00046839277,0.00016399409,0.000023777344,0.0008166662,0.011534731],"genre_scores_gemma":[0.99756736,0.00012379282,0.00045707752,0.000032025404,0.000052830914,0.000020438361,0.000036131074,0.000040425948,0.001669947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985719,0.000010788894,0.00025305906,0.00018406841,0.00036779564,0.00061242405],"domain_scores_gemma":[0.99950916,0.000033010976,0.000013282133,0.00026074966,0.00005337363,0.00013043593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024263808,0.00014006544,0.0001827767,0.00029060032,0.00007617923,0.000033286102,0.00024111096,0.00009025989,0.00008280064],"category_scores_gemma":[0.000036603924,0.00013658266,0.000073967196,0.0010489754,0.000028201495,0.00015719139,0.00013149758,0.00016240418,0.0003570148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003413009,0.000033201246,0.0010630523,0.00017430357,0.00017943997,0.00006435978,0.00036112723,0.9166147,0.041876096,0.0013889255,0.027907206,0.010303429],"study_design_scores_gemma":[0.0004552158,0.00005250098,0.0012133198,0.00006641189,0.000005128358,0.0000034501597,0.0003936005,0.98023343,0.007161416,0.002718672,0.0074364753,0.00026036982],"about_ca_topic_score_codex":0.00011480777,"about_ca_topic_score_gemma":0.00005678261,"teacher_disagreement_score":0.06361871,"about_ca_system_score_codex":0.000056673096,"about_ca_system_score_gemma":0.000042134303,"threshold_uncertainty_score":0.556968},"labels":[],"label_agreement":null},{"id":"W4317633855","doi":"10.2514/6.2023-2097","title":"Thermal Packaging Optimization of a UAM Nacelle Using a Dynamic Acceleration Methodology","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Nacelle; Acceleration; Component (thermodynamics); Computer science; Finite element method; Multidisciplinary design optimization; Software; Mechanical engineering; Engineering; Structural engineering; Physics; Thermodynamics","score_opus":0.056703414930786976,"score_gpt":0.33732921558385237,"score_spread":0.2806258006530654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633855","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059485137,0.000047393332,0.9917402,0.0007142728,0.0005288663,0.00034872693,0.000007983628,0.00042187588,0.00024216318],"genre_scores_gemma":[0.09853805,0.000032826963,0.900751,0.00012524326,0.000024824367,0.000029518682,0.000030429856,0.000032912187,0.00043518338],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981459,0.00020987558,0.0003805026,0.00050264783,0.00030585233,0.00045524497],"domain_scores_gemma":[0.9986701,0.00024748844,0.00026731569,0.0004922561,0.00025693965,0.00006588412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006657568,0.00018464864,0.0002576729,0.0005531997,0.0002510582,0.00007839316,0.000549205,0.00011651313,0.000037875947],"category_scores_gemma":[0.00023452999,0.00019217008,0.00008287856,0.0025712578,0.00007742185,0.0009568157,0.00046368112,0.00015131528,0.000034183005],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006230482,0.000021045087,0.00011157557,0.000010294447,0.000017224267,0.0000059048825,0.00033395545,0.9584315,0.027125053,0.0012085177,0.00004318986,0.012685503],"study_design_scores_gemma":[0.00038614272,0.000050239334,0.00020498341,0.00002317783,0.000007333308,0.000008294305,0.00024870684,0.988417,0.009311375,0.0010946866,0.000059754486,0.00018828221],"about_ca_topic_score_codex":0.00003390858,"about_ca_topic_score_gemma":0.000013763771,"teacher_disagreement_score":0.092589535,"about_ca_system_score_codex":0.00011982465,"about_ca_system_score_gemma":0.00009901599,"threshold_uncertainty_score":0.7836468},"labels":[],"label_agreement":null},{"id":"W4317633866","doi":"10.2514/6.2023-1705","title":"Modal analysis of twisted and curved blades using geometrically exact, intrinsic equations and general boundary conditions","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Statically indeterminate; Boundary value problem; Mathematical analysis; Discretization; Mathematics; Modal analysis; Partial differential equation; Finite element method; Boundary (topology); Equations of motion; Structural engineering; Physics; Classical mechanics; Engineering","score_opus":0.013566390840666062,"score_gpt":0.25502989580262236,"score_spread":0.2414635049619563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317633866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94316673,0.00030028116,0.055723134,0.00013107597,0.00008871709,0.000106507236,0.00014616054,0.00014890156,0.00018848864],"genre_scores_gemma":[0.99752426,0.0001223499,0.0018120419,0.000022884415,0.000029377623,0.0000057010025,0.0003860955,0.000016342046,0.000080975115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999126,0.000021514665,0.00028628972,0.00018921016,0.0001684552,0.00020851311],"domain_scores_gemma":[0.9994924,0.00012049689,0.00005628965,0.00017014726,0.00009000014,0.00007067534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011914932,0.00012441253,0.0002869423,0.0018026208,0.00016472679,0.000097532684,0.000072214614,0.000063425876,0.00007384038],"category_scores_gemma":[0.000053466974,0.00012801081,0.00009471126,0.0050002844,0.00008838158,0.00017657389,0.000072271214,0.00008881261,0.0000020731725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005436508,0.000015078041,0.015035618,0.000042666696,0.0017127405,0.000004840501,0.00027506967,0.953747,0.020825567,0.0019902757,0.0004452416,0.0059004733],"study_design_scores_gemma":[0.00014990085,0.000017512826,0.0466201,0.000008475921,0.0006689193,0.0000013919594,0.00008081709,0.951203,0.00032163842,0.0005997143,0.0001915632,0.00013697043],"about_ca_topic_score_codex":0.00013714764,"about_ca_topic_score_gemma":0.00035489013,"teacher_disagreement_score":0.0543575,"about_ca_system_score_codex":0.000039864433,"about_ca_system_score_gemma":0.00001599827,"threshold_uncertainty_score":0.52201295},"labels":[],"label_agreement":null},{"id":"W4317634092","doi":"10.2514/6.2023-2141","title":"Passive and active flow control effects in the platoon and overtaking maneuvers","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Overtaking; Platoon; Flow control (data); Drag; Actuator; Lift (data mining); Engineering; Flow (mathematics); Automotive engineering; Computer science; Simulation; Control theory (sociology); Aerospace engineering; Control (management); Physics; Electrical engineering; Mechanics; Telecommunications","score_opus":0.004501440299327891,"score_gpt":0.21812109330024188,"score_spread":0.21361965300091398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954831,0.00014081538,0.001706216,0.0009379783,0.00017022034,0.00050895347,0.000051453855,0.00011005573,0.000891218],"genre_scores_gemma":[0.9994447,0.00017273588,0.000054067496,0.000094834264,0.000019615545,0.00006675371,0.000012926942,0.000025629846,0.00010871173],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902713,0.00003268283,0.00010740279,0.00019507791,0.0002067668,0.00043091053],"domain_scores_gemma":[0.9993732,0.00038934537,0.000013512117,0.00015497429,0.000014426735,0.00005452341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022605874,0.00013436416,0.00015117046,0.00018921783,0.00011134725,0.00008094846,0.00013840575,0.000092725706,0.000004116822],"category_scores_gemma":[0.000053503973,0.00010758284,0.000027563705,0.00042479145,0.00006781176,0.00012185074,0.00007984244,0.00030390144,0.000023402814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046229563,0.00013086371,0.051439278,0.0017210991,0.0009865753,0.0025362787,0.009966671,0.20903076,0.100130096,0.09935686,0.01926416,0.5049751],"study_design_scores_gemma":[0.00064238353,0.000046085715,0.06926583,0.000039369483,0.0000068235836,0.000007710328,0.00039104925,0.9259657,0.000060617982,0.003219551,0.00022353305,0.00013132446],"about_ca_topic_score_codex":0.000049716673,"about_ca_topic_score_gemma":0.0004966961,"teacher_disagreement_score":0.716935,"about_ca_system_score_codex":0.000052845877,"about_ca_system_score_gemma":0.000009067671,"threshold_uncertainty_score":0.4387101},"labels":[],"label_agreement":null},{"id":"W4317634099","doi":"10.2514/6.2023-2191","title":"Modeling the Longitudinal Dynamics of the Cessna Citation X using Neural Network Methodology","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Artificial neural network; Avionics; Flight simulator; Computer science; Aviation; Simulation; Acceleration; Aerospace engineering; Engineering; Artificial intelligence; Physics","score_opus":0.067390218575615,"score_gpt":0.29128950496264683,"score_spread":0.22389928638703183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7633204,0.00013584377,0.23201245,0.0029493182,0.00095004885,0.00016517389,0.000010346536,0.00035722146,0.00009923207],"genre_scores_gemma":[0.9975694,0.000033275497,0.0021248476,0.000061679864,0.00006850914,0.000012819027,0.000011368158,0.000026314787,0.000091792026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907035,0.00005864916,0.00022677498,0.00013647368,0.00014892287,0.00035884674],"domain_scores_gemma":[0.999425,0.00014807098,0.000056652298,0.00030520617,0.000048157457,0.000016893237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044706522,0.0001119563,0.00015387763,0.00009219211,0.00020739908,0.000017394237,0.0003352032,0.00013259426,0.000008878999],"category_scores_gemma":[0.00008340392,0.000077288394,0.00008308807,0.0014230866,0.00007971178,0.000094951094,0.0001547945,0.00025607063,0.000011501549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002047858,0.0000015690077,0.0045717806,0.0000120204095,0.00002132293,6.981682e-7,0.00005683604,0.98595536,0.0007960883,0.0061303526,0.0005211049,0.001930846],"study_design_scores_gemma":[0.0000762179,0.000010947049,0.001381939,0.000016672526,0.00001927206,0.000004554042,0.0005438312,0.9799089,0.00037825172,0.017535135,0.00004421184,0.000080085214],"about_ca_topic_score_codex":0.00006650313,"about_ca_topic_score_gemma":0.0005322925,"teacher_disagreement_score":0.23424903,"about_ca_system_score_codex":0.000049481576,"about_ca_system_score_gemma":0.000013478539,"threshold_uncertainty_score":0.3151729},"labels":[],"label_agreement":null},{"id":"W4317634116","doi":"10.2514/6.2023-2190","title":"A Novel Air Traffic Management and Control Methodology using Fault-Tolerant Autoencoder and P2P Blockchain Application on the UAS-S4 Ehécatl","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Autoencoder; Computer science; Blockchain; Distributed computing; Fault tolerance; Artificial neural network; Controller (irrigation); Data mining; Big data; Data management; Artificial intelligence; Real-time computing; Computer security","score_opus":0.026963244913482384,"score_gpt":0.24484951136306177,"score_spread":0.21788626644957937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634116","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09495624,0.0001603728,0.8974657,0.0043169744,0.00023789416,0.0011985336,0.000018872563,0.0008111884,0.0008341965],"genre_scores_gemma":[0.98403865,0.00013311238,0.014167164,0.0006757765,0.00006109767,0.00020348644,0.000026411266,0.00005545335,0.0006388459],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988481,0.0000462495,0.00022992384,0.00032151424,0.0001789636,0.0003752888],"domain_scores_gemma":[0.99943,0.0001901005,0.000047611487,0.00025978443,0.000020100513,0.00005239589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062275986,0.00020197574,0.00019545517,0.00025743395,0.0002180059,0.00004816433,0.00015367482,0.000096715565,0.000011765206],"category_scores_gemma":[0.000018271674,0.00016622049,0.000039456107,0.0005786955,0.00006613892,0.0000565824,0.00008227876,0.0001419204,0.000023691671],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015535756,0.000016098993,0.000037769223,0.00007253011,0.000098022414,0.000003350869,0.00019085866,0.971079,0.0007893971,0.005687229,0.002412448,0.019597776],"study_design_scores_gemma":[0.00063467654,0.000031784148,0.00066616846,0.000027535381,0.000059563437,0.000003944318,0.0005357292,0.9924514,0.00006699689,0.00032686233,0.00501128,0.00018402461],"about_ca_topic_score_codex":0.000012218036,"about_ca_topic_score_gemma":0.000034708817,"teacher_disagreement_score":0.88908243,"about_ca_system_score_codex":0.000040467927,"about_ca_system_score_gemma":0.0000042642487,"threshold_uncertainty_score":0.6778275},"labels":[],"label_agreement":null},{"id":"W4317634703","doi":"10.2514/6.2023-1578","title":"Multi-Material Topology Optimization of an Urban Air Mobility Vehicle Battery Pack","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Battery pack; Battery (electricity); Topology optimization; Automotive engineering; Finite element method; Takeoff; Acceleration; Power (physics); Engineering; Topology (electrical circuits); Computer science; Electrical engineering; Structural engineering","score_opus":0.01383457302992999,"score_gpt":0.2509223519420292,"score_spread":0.23708777891209923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97533107,0.000007578497,0.021930667,0.0010516463,0.0002991518,0.00034466173,0.00006875712,0.00069975166,0.00026672106],"genre_scores_gemma":[0.9827957,0.000014929232,0.016339952,0.00014797159,0.000019189612,0.00004331932,0.000054002998,0.000019625926,0.0005653181],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871063,0.00004684517,0.00024810934,0.00039388594,0.00018629964,0.00041424422],"domain_scores_gemma":[0.9993327,0.000043598662,0.000087979955,0.0004644668,0.000011079766,0.000060139944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204474,0.00014068029,0.00018063639,0.00008523701,0.00012760669,0.00001132975,0.0003620724,0.0001595269,0.00078283926],"category_scores_gemma":[0.000085630425,0.00013126351,0.000048991515,0.00063603395,0.00043655105,0.00037041228,0.0003801779,0.00010379457,0.0002966499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015108082,0.0005417755,0.12832236,0.000050215745,0.000030265366,0.000051327515,0.00031358283,0.25922173,0.57521504,0.00036233026,0.011985241,0.023755059],"study_design_scores_gemma":[0.0018500821,0.0012509825,0.1692029,0.000048338014,0.000027622424,0.000015993168,0.002154893,0.32619143,0.4796762,0.011967793,0.0065582786,0.0010555218],"about_ca_topic_score_codex":0.00013975031,"about_ca_topic_score_gemma":0.00008586192,"teacher_disagreement_score":0.09553884,"about_ca_system_score_codex":0.00007070668,"about_ca_system_score_gemma":0.00000774464,"threshold_uncertainty_score":0.85715413},"labels":[],"label_agreement":null},{"id":"W4317634726","doi":"10.2514/6.2023-1644","title":"Gasdynamic Techniques for Producing Sustained High-Temperature Gas Flows: An Overview","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Computer science; Materials science; Environmental science","score_opus":0.014804871516049077,"score_gpt":0.2721437567481249,"score_spread":0.2573388852320758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9087044,0.0042066257,0.022489684,0.018213738,0.0042342176,0.0056645134,0.0006151575,0.03375191,0.0021197372],"genre_scores_gemma":[0.9871135,0.0009235656,0.0053397636,0.0004539459,0.0002975296,0.00066509325,0.0006418243,0.0001531487,0.0044116704],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866277,0.00001549177,0.00027032505,0.0003521131,0.0002203476,0.0004789295],"domain_scores_gemma":[0.99922913,0.000063196225,0.000034632423,0.00037232082,0.00020517244,0.00009551855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035384868,0.00021797615,0.00021362415,0.00038956632,0.00019249282,0.00013561547,0.00024690133,0.00014763001,0.00008947118],"category_scores_gemma":[0.00014176467,0.0002174986,0.00007770132,0.0013346924,0.000019535226,0.000428109,0.00006402786,0.0001760567,0.000074735675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001298647,0.00020494756,0.00044711077,0.0055241347,0.00024216938,0.000064577696,0.0011092073,0.04056003,0.2640827,0.06151173,0.44957834,0.17654517],"study_design_scores_gemma":[0.0019711577,0.00069068634,0.0014394283,0.00094399106,0.0001096853,0.000049832666,0.0033665278,0.316818,0.27111226,0.0846529,0.3162982,0.002547365],"about_ca_topic_score_codex":0.000014441132,"about_ca_topic_score_gemma":0.00016052957,"teacher_disagreement_score":0.27625796,"about_ca_system_score_codex":0.00009791352,"about_ca_system_score_gemma":0.0000508574,"threshold_uncertainty_score":0.88693357},"labels":[],"label_agreement":null},{"id":"W4317634727","doi":"10.2514/6.2023-2018","title":"Thermodynamic Cycle Analysis of an Ejector-Ramjet Propulsion System - Part 1","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ramjet; Injector; Thermodynamic cycle; Gas compressor; Entrainment (biomusicology); Combustion; Propulsion; Aerospace engineering; Mechanics; Thermodynamics; Physics; Engineering; Combustor; Chemistry","score_opus":0.015269973383771113,"score_gpt":0.2670601594623882,"score_spread":0.2517901860786171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939173,0.00012266658,0.00030927485,0.00006968095,0.00051843247,0.00040816175,0.00015098759,0.0010035412,0.0034999496],"genre_scores_gemma":[0.9983096,0.00003490108,0.00006545296,0.0000048693955,0.00007271055,0.000100028614,0.00021558904,0.00005749523,0.0011393458],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99785167,0.000104527775,0.0004794612,0.0003326802,0.00063767115,0.0005939652],"domain_scores_gemma":[0.9989228,0.000064155174,0.00006679654,0.0006930936,0.00009677793,0.00015637152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000714219,0.00020140251,0.00046707783,0.0011261281,0.00014095701,0.00005903416,0.00042660185,0.0001697683,0.00017126802],"category_scores_gemma":[0.000023839737,0.00017159076,0.00021034935,0.0046262774,0.00003646776,0.00021632218,0.00012505594,0.00019435059,0.0004077666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017237868,0.00017778049,0.027054042,0.0033108725,0.004344002,0.00019366873,0.0015825299,0.06802808,0.5043807,0.00067779823,0.029484889,0.36059323],"study_design_scores_gemma":[0.00029140204,0.00012465076,0.010276272,0.00016964549,0.00015339212,0.000004710997,0.0015969445,0.9649825,0.017438037,0.0001475388,0.0044494094,0.00036549973],"about_ca_topic_score_codex":0.00024855198,"about_ca_topic_score_gemma":0.00025818453,"teacher_disagreement_score":0.8969544,"about_ca_system_score_codex":0.000104590865,"about_ca_system_score_gemma":0.000022462022,"threshold_uncertainty_score":0.6997268},"labels":[],"label_agreement":null},{"id":"W4317634762","doi":"10.2514/6.2023-2186","title":"Investigation of Baffled-Tube Ram Accelerator Configurations","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Baffle; Projectile; Thrust; Propellant; Mach number; Aerospace engineering; Mechanics; Tube (container); Adiabatic process; Materials science; Hypersonic speed; Nuclear engineering; Physics; Mechanical engineering; Engineering; Thermodynamics","score_opus":0.045396429194377114,"score_gpt":0.28067411892629357,"score_spread":0.23527768973191646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317634762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98693985,0.0001664865,0.0005057663,0.0011853473,0.00065738684,0.00046825188,0.00006702822,0.0007746506,0.009235247],"genre_scores_gemma":[0.9969503,0.000063480365,0.000113929156,0.000029819064,0.000079107915,0.00009100204,0.000084461666,0.000031844833,0.002556032],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99880666,0.00003618858,0.000319761,0.00015393959,0.00034937184,0.00033407044],"domain_scores_gemma":[0.9993804,0.00008519532,0.000033841676,0.00027230315,0.000117765994,0.00011049457],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003197664,0.00011466239,0.00017513642,0.0003494614,0.000113010865,0.000054364165,0.0002115099,0.000114024464,0.00028465377],"category_scores_gemma":[0.00006275824,0.000109070344,0.000061789964,0.0014537417,0.000045410525,0.00021241074,0.000058604724,0.00015861976,0.0010055046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000098223745,0.0000060282186,0.0069114408,0.00027936633,0.00007842833,0.000009347811,0.0005810285,0.001005145,0.60286975,0.0006152404,0.34304902,0.044585366],"study_design_scores_gemma":[0.0006500807,0.000103108425,0.01011692,0.00017093081,0.000013816576,0.0000068720346,0.0013312895,0.038171783,0.85411197,0.0033197391,0.0915508,0.00045268037],"about_ca_topic_score_codex":0.000035151414,"about_ca_topic_score_gemma":0.00003664598,"teacher_disagreement_score":0.25149822,"about_ca_system_score_codex":0.000031106145,"about_ca_system_score_gemma":0.000043406926,"threshold_uncertainty_score":0.9997723},"labels":[],"label_agreement":null},{"id":"W4317635581","doi":"10.2514/6.2023-2123","title":"Optimization of Band Gap Area in the Low-Frequency In-Plane Elastic/Acoustic Passive Adaptive Metamaterial","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Metamaterial; Attenuation; Periodic boundary conditions; Acoustics; Center frequency; Frequency band; Vibration; Finite element method; Band gap; Low frequency; Square (algebra); Boundary value problem; Optics; Physics; Materials science; Band-pass filter; Geometry; Computer science; Bandwidth (computing); Optoelectronics; Telecommunications; Mathematics","score_opus":0.02025353145391238,"score_gpt":0.23959424227591458,"score_spread":0.2193407108220022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317635581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80008817,0.0002367177,0.18649293,0.00073749054,0.0013131205,0.002005938,0.00052720757,0.0004446454,0.008153752],"genre_scores_gemma":[0.99879885,0.00007633312,0.00069943187,0.000018209746,0.00005679032,0.00013281824,0.00008441513,0.000041199208,0.00009196203],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982336,0.00007409368,0.00039863578,0.00023578783,0.00044949126,0.00060839776],"domain_scores_gemma":[0.99909914,0.00042101106,0.00005201865,0.0003052594,0.00006853294,0.000054043798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004875847,0.00019208557,0.00027787732,0.00052892894,0.00004803173,0.00004092432,0.0003911312,0.000112235364,0.00018195965],"category_scores_gemma":[0.00026317037,0.00015669486,0.00004202032,0.0016593658,0.00008872633,0.00016483261,0.000078718665,0.0002860283,0.00008658754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003657668,0.00002945963,0.00030752056,0.00009878113,0.00003144283,0.000085000946,0.0003984715,0.9562512,0.041062128,0.00028526754,0.0012457873,0.00016833874],"study_design_scores_gemma":[0.0011987279,0.00022413321,0.0034465452,0.00023159545,0.000035794346,0.000010821396,0.0030296645,0.9795105,0.0070500425,0.004874009,0.000023802035,0.00036434951],"about_ca_topic_score_codex":0.000113427435,"about_ca_topic_score_gemma":0.00020705901,"teacher_disagreement_score":0.19871065,"about_ca_system_score_codex":0.00015956181,"about_ca_system_score_gemma":0.000053896627,"threshold_uncertainty_score":0.6389831},"labels":[],"label_agreement":null},{"id":"W4317636656","doi":"10.2514/6.2023-1936","title":"First measurements on BEARCAT, the SAFRAN’s heavily instrumented turboshaft","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Combustion chamber; Turbine; Automotive engineering; Engineering; Aero engine; Gas turbines; Combustion; Mechanical engineering; Aerospace engineering; Marine engineering; Aeronautics","score_opus":0.022885148302242444,"score_gpt":0.2289787992447654,"score_spread":0.20609365094252297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317636656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89308584,0.00038042068,0.0038995654,0.039861135,0.008915016,0.0022556917,0.00032776143,0.0073913233,0.043883264],"genre_scores_gemma":[0.9966181,0.00009372839,0.000058385434,0.0004774158,0.00006848596,0.00006587043,0.000061761966,0.000054772237,0.00250149],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986107,0.000018896651,0.00022015959,0.00021080578,0.00043563332,0.0005038491],"domain_scores_gemma":[0.999336,0.00006326736,0.000024240937,0.00045019967,0.00003756,0.00008873255],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028493835,0.00019390021,0.0001419152,0.00020141496,0.00026575098,0.0000757103,0.0003631383,0.000091477035,0.00014531268],"category_scores_gemma":[0.000049786315,0.00015654588,0.0000969748,0.0009916727,0.000046809604,0.000088157554,0.00010220948,0.00030660565,0.0021332877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012040703,0.00018369817,0.019995684,0.00027797322,0.00053567986,0.00005489497,0.0011933062,0.24222125,0.0062205466,0.0061249696,0.6534089,0.0696627],"study_design_scores_gemma":[0.0017313088,0.00021687087,0.047453042,0.00032510626,0.00004560312,0.000012552916,0.0008665778,0.573932,0.0024383953,0.0023453496,0.36973375,0.0008994667],"about_ca_topic_score_codex":0.00003670468,"about_ca_topic_score_gemma":0.00033553364,"teacher_disagreement_score":0.33171073,"about_ca_system_score_codex":0.00013242195,"about_ca_system_score_gemma":0.000014725384,"threshold_uncertainty_score":0.9986437},"labels":[],"label_agreement":null},{"id":"W4317636707","doi":"10.2514/6.2023-1915","title":"Feasibility Study on using the Heat Pipe Assembly to Enhance the Performance of Air-Cooled Condensers","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Condenser (optics); Heat pipe; Nuclear engineering; Surface condenser; Turbine; Power station; Thermal power station; Thermal; Materials science; Environmental science; Mechanical engineering; Mechanics; Heat transfer; Engineering; Steam turbine; Thermodynamics; Electrical engineering; Superheated steam; Physics","score_opus":0.024374106222062156,"score_gpt":0.2924217477123504,"score_spread":0.26804764149028826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317636707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99148804,0.000019037934,0.005619834,0.00097101403,0.00034535566,0.0009417266,0.000014839587,0.00022535873,0.00037478955],"genre_scores_gemma":[0.9994774,0.00001541579,0.000061824314,0.00022407543,0.000025955018,0.000046833295,0.0000041882895,0.000029627217,0.000114715425],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988,0.000056818455,0.00025892473,0.00021347737,0.00030938536,0.00036142618],"domain_scores_gemma":[0.99923986,0.00012612958,0.000009852147,0.0005121121,0.000060217168,0.000051826784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006375171,0.0001540366,0.00017161785,0.00009396403,0.00022065656,0.000027718423,0.00030067924,0.00005360102,0.000014365019],"category_scores_gemma":[0.00003607598,0.000100626894,0.00005922826,0.0011518808,0.00003937792,0.000112487294,0.00004718804,0.00019127926,0.00007070727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060372044,0.00006614173,0.013673247,0.000052177675,0.000055167908,0.0000026263563,0.0018781731,0.91383165,0.06789639,0.000029345749,0.001548659,0.00090607494],"study_design_scores_gemma":[0.0006097115,0.00067727215,0.078527056,0.0001409478,0.000058134112,0.0000031228835,0.005065894,0.6203507,0.2935771,0.00004184234,0.0005291268,0.00041906786],"about_ca_topic_score_codex":0.000058315127,"about_ca_topic_score_gemma":0.00014690965,"teacher_disagreement_score":0.2934809,"about_ca_system_score_codex":0.00007176931,"about_ca_system_score_gemma":0.000025425898,"threshold_uncertainty_score":0.41034457},"labels":[],"label_agreement":null},{"id":"W4317636948","doi":"10.2514/6.2023-2424","title":"Organic Matrix Composites Process-to-Performance, Evaluation, Research and Analysis (OPPERA)","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Convergent Manufacturing Technologies (Canada)","funders":"","keywords":"Materials science; Delamination (geology); Composite material; Porosity; Composite laminates; Compaction; Composite number; Residual stress; Fiber; Flexibility (engineering); Residual strength; Structural engineering; Residual; Computer science; Engineering","score_opus":0.04064097179883764,"score_gpt":0.3552487558459965,"score_spread":0.3146077840471589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317636948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960184,0.00020535433,0.00076912425,0.0008876337,0.00014486899,0.0005891651,0.000023860755,0.00076840137,0.0005931896],"genre_scores_gemma":[0.9982842,0.0000765217,0.00053815445,0.000033146705,0.000044172917,0.00019262072,0.00008669859,0.000055389035,0.0006890608],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973487,0.000054916287,0.00034107364,0.00041704642,0.0010850893,0.00075314054],"domain_scores_gemma":[0.9986396,0.00019642503,0.000023664772,0.0004835226,0.00041140924,0.0002454098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014928693,0.00020505188,0.0003082596,0.0014733511,0.00031356412,0.00016861194,0.0004297593,0.00012665283,0.0004265882],"category_scores_gemma":[0.000103352664,0.00020453606,0.00006265337,0.008706236,0.0000572429,0.00023729033,0.00022051895,0.00034170825,0.0013636875],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054617758,0.000097206605,0.15482384,0.00029567548,0.00072294567,0.00002040578,0.0005179281,0.049621303,0.7500264,0.00085701747,0.026990967,0.015971705],"study_design_scores_gemma":[0.0006000965,0.0004037224,0.06608705,0.00010828351,0.0003945808,0.000008654159,0.00033766968,0.7349449,0.19224644,0.002064917,0.002103208,0.0007005102],"about_ca_topic_score_codex":0.000007544333,"about_ca_topic_score_gemma":0.00003986294,"teacher_disagreement_score":0.6853236,"about_ca_system_score_codex":0.0000997748,"about_ca_system_score_gemma":0.000037317706,"threshold_uncertainty_score":0.99941385},"labels":[],"label_agreement":null},{"id":"W4317636951","doi":"10.2514/6.2023-1953","title":"Wind Tunnel Test Results for Staggered 3-D Riblets","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Wind tunnel; Drag; Ridge; Deck; Boundary layer; Aerodynamics; Marine engineering; Geology; Structural engineering; Engineering; Mechanics; Physics; Aerospace engineering","score_opus":0.01249267740380268,"score_gpt":0.22381929617831847,"score_spread":0.2113266187745158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317636951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8708122,0.001454964,0.008622278,0.017790277,0.0122397095,0.004987096,0.019304704,0.012249263,0.05253955],"genre_scores_gemma":[0.9827319,0.00024010637,0.0012551476,0.00017405617,0.00027000066,0.00012186622,0.00076207006,0.00014673096,0.014298159],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983649,0.0000057795137,0.00033789687,0.00032500012,0.00022194276,0.0007444448],"domain_scores_gemma":[0.9990953,0.00026776252,0.000031671123,0.00042175577,0.000058011417,0.00012549198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003087847,0.00022268044,0.00021196004,0.0002736779,0.00014930751,0.000086772765,0.00028628443,0.0001457228,0.000024774385],"category_scores_gemma":[0.00019451928,0.0002268471,0.00012571951,0.00084888336,0.000030535215,0.00013995054,0.00009288626,0.00015792467,0.0006428733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060935414,0.000058365382,0.00071607134,0.00020037497,0.00011432036,0.0000497682,0.0001614277,0.13293578,0.026878309,0.0021853445,0.82697254,0.0096667735],"study_design_scores_gemma":[0.0014312672,0.00013297214,0.0032129746,0.00007906963,0.000016407113,0.0000039639503,0.000060924445,0.8252118,0.0011066573,0.0031930022,0.16512088,0.0004300457],"about_ca_topic_score_codex":0.000017578912,"about_ca_topic_score_gemma":0.000098268654,"teacher_disagreement_score":0.69227606,"about_ca_system_score_codex":0.000060427727,"about_ca_system_score_gemma":0.000022583134,"threshold_uncertainty_score":0.9250556},"labels":[],"label_agreement":null},{"id":"W4317637363","doi":"10.2514/6.2023-2397","title":"Maverick and Skunk Works: Representing Aerospace in Popular Culture","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Studio; Aerospace; Aeronautics; Work (physics); Engineering; Character (mathematics); Test (biology); Production (economics); Architectural engineering; Computer science; Aerospace engineering; Telecommunications; Mechanical engineering","score_opus":0.011552568025736875,"score_gpt":0.2613900994593337,"score_spread":0.24983753143359685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317637363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673563,0.00033297477,0.0058025094,0.016245797,0.0007513616,0.00064761564,0.000017659071,0.00035291867,0.008492819],"genre_scores_gemma":[0.9813608,0.000025591862,0.00045218997,0.000053737986,0.00015028051,0.00003016851,0.00010390105,0.000017027292,0.01780634],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916786,0.00002353614,0.0001428856,0.0002476832,0.00013946276,0.0002785638],"domain_scores_gemma":[0.9996751,0.000012514198,0.000059375063,0.00017627681,0.000024651335,0.00005209194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015048726,0.00010539466,0.000117888616,0.00011940896,0.00012960166,0.000108753164,0.00007615236,0.000056930676,0.00006646899],"category_scores_gemma":[0.000012125815,0.00009575148,0.000043866934,0.0008855197,0.000029812734,0.00029082445,0.00010338131,0.00013428368,0.00014308706],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021116879,0.00006472623,0.7774621,0.000023484154,0.000053245738,0.0000146014045,0.0026045062,0.0016136173,0.008524852,0.030000843,0.1414793,0.038137563],"study_design_scores_gemma":[0.0061948593,0.00020524468,0.22736433,0.0011339433,0.00007592493,0.0000081850685,0.09947479,0.08722193,0.014672907,0.1091185,0.45199642,0.002532974],"about_ca_topic_score_codex":0.000094229195,"about_ca_topic_score_gemma":0.000043557866,"teacher_disagreement_score":0.5500978,"about_ca_system_score_codex":0.000013335293,"about_ca_system_score_gemma":0.000010446462,"threshold_uncertainty_score":0.3904632},"labels":[],"label_agreement":null},{"id":"W4317637372","doi":"10.2514/6.2023-2371","title":"Control Allocation with Physics-Based Reliability Models for Multirotor UAVs","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Multirotor; Reliability (semiconductor); Computer science; Underactuation; Reliability engineering; Component (thermodynamics); Process (computing); Control (management); Work (physics); Control engineering; Engineering; Aerospace engineering; Artificial intelligence","score_opus":0.07683134770152542,"score_gpt":0.3248406082415793,"score_spread":0.24800926054005387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317637372","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005939569,0.000013318111,0.9881043,0.0033862512,0.00032732222,0.0015136551,0.00013990366,0.0004104937,0.00016518317],"genre_scores_gemma":[0.9736936,0.0000012883522,0.023159439,0.00031675605,0.000105239655,0.0007707601,0.000037222293,0.000038066224,0.0018776158],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972117,0.00006979294,0.00048498603,0.00070842024,0.0009669451,0.00055813434],"domain_scores_gemma":[0.99601626,0.002214029,0.0001518489,0.0009071776,0.0005688863,0.00014178497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002322467,0.00021910289,0.00034688722,0.00020089308,0.0002562278,0.00014657639,0.00065225654,0.00012307016,0.000025747002],"category_scores_gemma":[0.001910955,0.00015024684,0.00015676886,0.0015152096,0.00014407186,0.0003623395,0.00005516736,0.0001342873,0.0002667677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019359353,0.00006620811,0.00049213984,0.000027530788,0.000018655266,0.0000022838337,0.000052991036,0.96332395,0.0009572835,0.010257766,0.016823985,0.00778359],"study_design_scores_gemma":[0.0012217857,0.0001969505,0.00038837138,0.0000268121,0.000016901744,5.07198e-7,0.000090344714,0.8801181,0.00066019484,0.11307029,0.0040019946,0.00020780026],"about_ca_topic_score_codex":0.00004353056,"about_ca_topic_score_gemma":0.000021273669,"teacher_disagreement_score":0.96775407,"about_ca_system_score_codex":0.00008068712,"about_ca_system_score_gemma":0.00018447066,"threshold_uncertainty_score":0.6126888},"labels":[],"label_agreement":null},{"id":"W4317651090","doi":"10.2514/6.2023-2621","title":"Design and Implementation of a Low-Cost Local Beacon System for GPS-Denied Environments","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Beacon; GNSS applications; Global Positioning System; Computer science; Real-time computing; GNSS augmentation; Satellite system; Electric beacon; Satellite navigation; Position (finance); Radio navigation; Telecommunications; Air navigation; GPS signals; Dead reckoning; Positioning system; Assisted GPS; Engineering; Node (physics)","score_opus":0.011302277168552506,"score_gpt":0.2406127575512228,"score_spread":0.2293104803826703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317651090","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0546993,0.0000725739,0.9430884,0.00009424048,0.00023725598,0.0009985333,0.00007801077,0.0006831556,0.000048506092],"genre_scores_gemma":[0.9982909,0.000055925106,0.0011815744,0.00001326462,0.000012302593,0.00025324663,0.00007498236,0.00003316816,0.00008466443],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913573,0.000010979929,0.0002500802,0.0001609399,0.00013723549,0.00030505977],"domain_scores_gemma":[0.9996902,0.00006440347,0.000042834396,0.00015514436,0.0000147795445,0.000032644628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019650627,0.00012379141,0.0001591803,0.00020433913,0.0000769925,0.000019054265,0.00011600512,0.00010843114,0.000010830461],"category_scores_gemma":[0.000010327012,0.00012648373,0.00003762454,0.0003226252,0.000054333545,0.000103704195,0.000053623793,0.00005439562,0.000032907024],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016258788,0.000058029822,0.0076178387,0.0034071105,0.00047871118,0.00002977238,0.0016590947,0.21718282,0.20921533,0.015326207,0.045038473,0.49982405],"study_design_scores_gemma":[0.001147794,0.0001023786,0.0008181324,0.000080178754,0.000029146595,0.0000037063671,0.0064772787,0.15163435,0.83597267,0.000631945,0.0028609147,0.00024152036],"about_ca_topic_score_codex":0.000014048792,"about_ca_topic_score_gemma":0.000011929612,"teacher_disagreement_score":0.9435916,"about_ca_system_score_codex":0.00008071359,"about_ca_system_score_gemma":0.000009268565,"threshold_uncertainty_score":0.5157857},"labels":[],"label_agreement":null},{"id":"W4317651246","doi":"10.2514/6.2023-2494","title":"Novel Approach to Characterizing Tare & Interference Effects on the Lockheed Martin CRANE Wind Tunnel Model","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Wind tunnel; Aerodynamics; Interference (communication); Marine engineering; Subsonic and transonic wind tunnel; Engineering; Computational fluid dynamics; Moment (physics); Aerospace engineering; Scale model; Structural engineering; Physics; Electrical engineering; Channel (broadcasting)","score_opus":0.023540467041702807,"score_gpt":0.22355020935197267,"score_spread":0.20000974231026986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317651246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8652514,0.000022073884,0.119573236,0.010050699,0.00042074727,0.00072914,0.00005843534,0.0019258395,0.0019684113],"genre_scores_gemma":[0.99495786,0.000011211935,0.0011091162,0.00092216954,0.00006098667,0.0001491866,0.000052503656,0.00006135114,0.0026756392],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866176,0.000012649957,0.00021101937,0.00032581648,0.00020279354,0.000585958],"domain_scores_gemma":[0.999241,0.0000950138,0.000038126967,0.0005107107,0.000032757085,0.00008241319],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021405802,0.00023858779,0.00021911091,0.00024353659,0.00015572581,0.00006539168,0.00046598574,0.00017003024,0.000018239301],"category_scores_gemma":[0.00011559438,0.00019328974,0.000070383365,0.0010025568,0.000033663313,0.000113082235,0.0002092347,0.00038314663,0.001229912],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027390732,0.000057400863,0.00040021437,0.0001559008,0.00007137554,0.0000043607547,0.00081793504,0.06604877,0.86064744,0.00416238,0.0605132,0.007093628],"study_design_scores_gemma":[0.0010503992,0.00025504074,0.0076759993,0.000544818,0.000034413468,0.00001564511,0.0011504256,0.8311649,0.13829403,0.003280844,0.015171258,0.0013622199],"about_ca_topic_score_codex":0.000011072793,"about_ca_topic_score_gemma":0.000031896354,"teacher_disagreement_score":0.76511616,"about_ca_system_score_codex":0.00006242411,"about_ca_system_score_gemma":0.000011713303,"threshold_uncertainty_score":0.9995477},"labels":[],"label_agreement":null},{"id":"W4317651314","doi":"10.2514/6.2023-2528","title":"Validation of the Density Based Navier-Stokes solver simulating the combustion process of different Scramjets combustors","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scramjet; Combustor; Aerospace engineering; Propulsion; Ramjet; Computational fluid dynamics; Combustion; Solver; Aerodynamics; Turbulence; Supersonic speed; Mechanical engineering; Computer science; Engineering; Mechanics; Physics; Chemistry","score_opus":0.00874599731130316,"score_gpt":0.2297214987297597,"score_spread":0.22097550141845654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317651314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852502,0.000013206674,0.013464382,0.00038367315,0.000422704,0.00026657459,0.000038369908,0.00011054144,0.000050372117],"genre_scores_gemma":[0.9997344,0.0000044001117,0.000076268385,0.000026836415,0.000016845659,0.000009461352,0.00007109846,0.000021755763,0.000038943726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989822,0.00003312005,0.000294191,0.00012393518,0.0003709633,0.00019557505],"domain_scores_gemma":[0.99924934,0.00025143882,0.00009622684,0.00023517119,0.00014351157,0.000024323703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024256732,0.00012821256,0.00015878156,0.000089210786,0.0001594954,0.000020711022,0.0002468484,0.00006041005,0.0000066204866],"category_scores_gemma":[0.00007323698,0.00008638092,0.00010370942,0.0007242638,0.00006789471,0.00006967834,0.00008352805,0.00015183007,0.0000040612617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043001355,0.00001769532,0.021599928,0.00009892353,0.000020205374,2.587798e-7,0.00009766911,0.97018784,0.0061497595,0.0007646524,0.00013910481,0.00091963075],"study_design_scores_gemma":[0.00017576019,0.000015652238,0.04541738,0.0000955842,0.000019794925,4.0281532e-7,0.00013453496,0.9440303,0.007832424,0.0021780264,0.000009766876,0.00009041288],"about_ca_topic_score_codex":0.00001995011,"about_ca_topic_score_gemma":0.000051586863,"teacher_disagreement_score":0.02615761,"about_ca_system_score_codex":0.000050013135,"about_ca_system_score_gemma":0.000024503172,"threshold_uncertainty_score":0.35225117},"labels":[],"label_agreement":null},{"id":"W4317665979","doi":"10.2514/6.2023-1772","title":"An Assessment of the Environmental and Cost Benefits from the Electrification of Light Trainer Aircraft","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Electrification; Airframe; Automotive engineering; Aviation; Aeronautics; Greenhouse gas; Environmental impact assessment; Certification; Automotive industry; Environmental science; Engineering; Computer science; Aerospace engineering; Electricity; Electrical engineering","score_opus":0.012767746288748686,"score_gpt":0.2754801127800336,"score_spread":0.26271236649128493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317665979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994485,0.0002207778,0.0015946904,0.0026417752,0.00007523967,0.00042301154,0.00022133828,0.00017630952,0.00016185727],"genre_scores_gemma":[0.99911666,0.000311085,0.00035423227,0.000024491972,0.000014103739,0.000057432688,0.000036058806,0.000020836716,0.00006510731],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991571,0.000022487362,0.00016987073,0.00015396893,0.00025814289,0.00023844227],"domain_scores_gemma":[0.9993218,0.00011132314,0.00003877779,0.000495769,0.000009790396,0.000022547236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015610154,0.00009320072,0.00010822939,0.00007004848,0.00007466636,0.000011756951,0.0004257769,0.000074726435,0.000029501995],"category_scores_gemma":[0.000021607026,0.00006075334,0.000032705622,0.00038830884,0.00011462639,0.00010369596,0.00009316352,0.00020220489,0.00000807972],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003110714,0.000021967868,0.026861703,0.000010655822,0.000031953794,5.4745095e-7,0.000070327456,0.0044975253,0.9119716,0.00052221987,0.0016197105,0.054388635],"study_design_scores_gemma":[0.00028567703,0.0000920535,0.6143063,0.00003342305,0.000012437743,0.0000014799069,0.0007611053,0.034695383,0.34364986,0.0015551222,0.004460098,0.00014709949],"about_ca_topic_score_codex":0.000017337828,"about_ca_topic_score_gemma":0.000045560355,"teacher_disagreement_score":0.58744454,"about_ca_system_score_codex":0.000051084502,"about_ca_system_score_gemma":0.000009620956,"threshold_uncertainty_score":0.24774493},"labels":[],"label_agreement":null},{"id":"W4317693593","doi":"10.2514/6.2023-2520","title":"Uncertainty Analysis of Store Separation Aerodynamic Data at the NRC 1.5 m Trisonic Wind Tunnel","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Wind tunnel; Aerodynamics; Freestream; Separation (statistics); Marine engineering; Monte Carlo method; Uncertainty analysis; Data reduction; Engineering; Environmental science; Simulation; Computer science; Meteorology; Aerospace engineering; Mathematics; Statistics; Data mining; Reynolds number; Turbulence; Physics","score_opus":0.041021076858962564,"score_gpt":0.3372800145477848,"score_spread":0.2962589376888222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317693593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99232626,0.00042805838,0.0027028332,0.0012412362,0.00021042603,0.00044767314,0.0008970792,0.0011435741,0.00060285605],"genre_scores_gemma":[0.9963428,0.00041636388,0.00015691172,0.000014986332,0.000017921344,0.000023388291,0.0008541458,0.000039414484,0.002134106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979592,0.000039340095,0.0003348478,0.0004074966,0.0006623405,0.000596784],"domain_scores_gemma":[0.99753225,0.00030203967,0.00006767246,0.0019460898,0.000104288665,0.000047686513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006263984,0.0001832249,0.00032288066,0.000702154,0.00018394765,0.00002990698,0.0012705259,0.00016049911,0.000115359224],"category_scores_gemma":[0.00045580693,0.00014537404,0.000120438955,0.005901055,0.00018328142,0.00021582848,0.0008688582,0.0003433487,0.00022055782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017154453,0.000009132326,0.0013410586,0.000027478363,0.00055118784,0.0000080862155,0.00006172297,0.9281996,0.033387255,0.00012802794,0.02655069,0.009718629],"study_design_scores_gemma":[0.00020314466,0.000037889196,0.008675058,0.000012464495,0.0001501297,0.0000014096872,0.0008996337,0.9738218,0.0017417442,0.0003951156,0.013866121,0.00019546878],"about_ca_topic_score_codex":0.00011652895,"about_ca_topic_score_gemma":0.007380129,"teacher_disagreement_score":0.04562224,"about_ca_system_score_codex":0.00039056357,"about_ca_system_score_gemma":0.000030911986,"threshold_uncertainty_score":0.59281814},"labels":[],"label_agreement":null},{"id":"W4317693675","doi":"10.2514/6.2023-1793","title":"Full-Space Goal Oriented Mesh Optimization","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Solver; Mathematical optimization; Adaptive mesh refinement; Convergence (economics); Computer science; Node (physics); Mathematics; Applied mathematics; Newton's method; Flow (mathematics); Space (punctuation); Algorithm; Geometry; Computational science; Nonlinear system","score_opus":0.004270021684094967,"score_gpt":0.20756925078960672,"score_spread":0.20329922910551176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317693675","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17738134,0.00009158923,0.8120579,0.0019039251,0.0020642986,0.00031987386,0.00013652947,0.0023520377,0.003692525],"genre_scores_gemma":[0.9778623,0.0002449081,0.015795419,0.00013438264,0.00018419452,0.00005987649,0.0011059135,0.00013438678,0.004478639],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899423,0.00000885077,0.00018843825,0.00019947495,0.00024056926,0.0003684165],"domain_scores_gemma":[0.9995902,0.000057220375,0.000020201927,0.00018645023,0.00006799453,0.000077905715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012328767,0.00014809734,0.0001242824,0.00021740914,0.00010919323,0.000055742068,0.0001471566,0.00008121235,0.00006410864],"category_scores_gemma":[0.00003202453,0.00016321527,0.000064225285,0.0012645297,0.000021415575,0.00013699358,0.000089968256,0.00012931139,0.00035242434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047341127,0.0000061249384,0.0001249064,0.000013334783,0.00002124562,0.000007674301,0.000025419757,0.97301835,0.0010918392,0.01279554,0.011954482,0.0009363269],"study_design_scores_gemma":[0.00018951466,0.00003141638,0.0004335309,0.00001680976,0.00000628221,0.0000044396406,0.00006951469,0.9930405,0.000040074432,0.0009596036,0.005023866,0.00018444729],"about_ca_topic_score_codex":0.000009375823,"about_ca_topic_score_gemma":0.000049197097,"teacher_disagreement_score":0.80048096,"about_ca_system_score_codex":0.00008362863,"about_ca_system_score_gemma":0.000019714193,"threshold_uncertainty_score":0.6655725},"labels":[],"label_agreement":null}]}