{"meta":{"query_hash":"734be10ec892","filters":{"venue":"2018 Aviation Technology, Integration, and Operations Conference"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/734be10ec892","api":"https://metacan.xera.ac/api/v1/cohort?venue=2018+Aviation+Technology%2C+Integration%2C+and+Operations+Conference"},"results":[{"id":"W2809827601","doi":"10.2514/6.2018-3367","title":"F-35 Air Vehicle Configuration Development","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Automotive engineering; Development (topology); Engineering; Mathematics","score_opus":0.011183985858574542,"score_gpt":0.21455170397523396,"score_spread":0.2033677181166594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809827601","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44710547,0.0002861053,0.07282125,0.0005001828,0.00034587705,0.0016265557,0.010720462,0.013743241,0.45285085],"genre_scores_gemma":[0.80185205,0.00023081742,0.09358811,0.00016303112,0.000030238049,0.00044199752,0.01582947,0.001130143,0.08673416],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932754,0.00007280307,0.000019939027,0.000085379885,0.00032269233,0.00017162858],"domain_scores_gemma":[0.9991335,0.00005804774,0.000021133596,0.000107442,0.00053007505,0.00014991031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008388982,0.0006946344,0.0002336274,0.0013748201,0.00089180836,0.0010150432,0.0010566693,0.0004965537,0.033615783],"category_scores_gemma":[0.0013239054,0.00028911317,0.0005206604,0.0005144822,0.00024268293,0.00087365735,0.00077838445,0.0005961299,0.0073242206],"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":[0.0013516771,0.0011315765,0.02391608,0.00031441508,0.000092096896,0.00090628216,0.00084884267,0.095614545,0.07346156,0.016468205,0.095271006,0.69062376],"study_design_scores_gemma":[0.00044700323,0.006197178,0.068811595,0.0003192234,0.00015020436,0.0012630788,0.0011915471,0.12960866,0.14793158,0.00464443,0.63916487,0.00027067694],"about_ca_topic_score_codex":0.024669169,"about_ca_topic_score_gemma":0.030033726,"teacher_disagreement_score":0.033615783,"about_ca_system_score_codex":0.0014212,"about_ca_system_score_gemma":0.0026265078,"threshold_uncertainty_score":0.11245602},"labels":[],"label_agreement":null},{"id":"W2809901948","doi":"10.2514/6.2018-3260","title":"Automatic Patrol Trajectory Control of UAV in A Forest Surveillance and Fires Detection Mission","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"China Scholarship Council","keywords":"Trajectory; Aeronautics; Computer science; Control (management); Remote sensing; Artificial intelligence; Engineering; Geography","score_opus":0.011836177664456746,"score_gpt":0.2437084337578848,"score_spread":0.23187225609342807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809901948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8185153,0.000121625046,0.1774665,0.00017701082,0.000041890908,0.000057551355,0.000046189907,0.00018932317,0.0033846528],"genre_scores_gemma":[0.9964645,0.000010482174,0.0031438458,0.000004364181,0.000002146709,0.000009497213,0.000010243231,0.000003248477,0.000351702],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990475,0.00001560834,0.0000037730997,0.000021141903,0.000024090254,0.000030617113],"domain_scores_gemma":[0.99983275,0.000040660332,0.000041604682,0.0000114346985,0.00004679118,0.00002674531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022935687,0.0003048678,0.00023574685,0.00022053802,0.00047758382,0.00038969432,0.00032594785,0.0003253437,0.00048539657],"category_scores_gemma":[0.00049463625,0.00017373834,0.00014230491,0.00014110545,0.00030824283,0.00020576105,0.0003899301,0.00030539843,0.000054905868],"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":[0.0005468152,0.000077185374,0.0027357952,0.000049920814,0.000026941127,0.00036091165,0.00017450053,0.92258555,0.03821884,0.0023267202,0.0005589714,0.032337897],"study_design_scores_gemma":[0.000008150305,0.00006878444,0.0006728977,0.000001416162,0.000002778738,0.000011911794,0.000013475554,0.9973416,0.001578983,0.0002101853,0.00008739653,0.0000023643581],"about_ca_topic_score_codex":0.011235865,"about_ca_topic_score_gemma":0.006746459,"teacher_disagreement_score":0.011235865,"about_ca_system_score_codex":0.00032165667,"about_ca_system_score_gemma":0.0005618532,"threshold_uncertainty_score":0.022340953},"labels":[],"label_agreement":null},{"id":"W2810176269","doi":"10.2514/6.2018-4137","title":"Conceptual design framework for an aircraft auxiliary photovoltaic system","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Photovoltaic system; Conceptual design; Systems engineering; Computer science; Aerospace engineering; Engineering; Electrical engineering; Human–computer interaction","score_opus":0.03806499088771819,"score_gpt":0.2825026135112657,"score_spread":0.2444376226235475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810176269","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063293776,0.00016104779,0.94784987,0.0004161246,0.00007186756,0.0002467656,0.00014935751,0.00033528512,0.044440288],"genre_scores_gemma":[0.6934428,0.00053583435,0.26000798,0.00030000953,0.00008695572,0.0012150949,0.00028249444,0.00019167412,0.0439372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995685,0.00010300438,0.000018992248,0.000072693925,0.00018688681,0.000050000705],"domain_scores_gemma":[0.9998567,0.00003011789,0.000017933724,0.000015877826,0.00006459057,0.000014804194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007165581,0.0009026461,0.00059108634,0.00057460624,0.0010647639,0.0028129257,0.0020280713,0.0017879715,0.014272914],"category_scores_gemma":[0.0005091652,0.00048215617,0.00075016485,0.00036016936,0.0009918918,0.0012762747,0.0014183653,0.0010254815,0.0019219586],"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":[0.00008546932,0.0000858861,0.0003850305,0.00035517162,0.000045645054,0.00064097706,0.0004224462,0.43951932,0.021845471,0.50148654,0.002014428,0.033113558],"study_design_scores_gemma":[0.00009304496,0.00026873304,0.00028809655,0.00010678253,0.000056013334,0.0002494966,0.00027624975,0.8845597,0.005667526,0.06777765,0.04061162,0.00004505788],"about_ca_topic_score_codex":0.00513099,"about_ca_topic_score_gemma":0.004692707,"teacher_disagreement_score":0.014272914,"about_ca_system_score_codex":0.0011791526,"about_ca_system_score_gemma":0.0018450384,"threshold_uncertainty_score":0.04774773},"labels":[],"label_agreement":null},{"id":"W2810365144","doi":"10.2514/6.2018-3368","title":"F-35 Air Vehicle Technology Overview","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Aeronautics; Automotive engineering; Engineering","score_opus":0.01453594756491949,"score_gpt":0.2359932391648638,"score_spread":0.22145729159994432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810365144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01654619,0.030183237,0.05681039,0.002604937,0.0025074594,0.0009815693,0.007209383,0.004944792,0.878212],"genre_scores_gemma":[0.15873788,0.053436626,0.060925037,0.0019391312,0.0014120133,0.0006409253,0.030513711,0.0011570185,0.6912377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949145,0.000030056397,0.000017142023,0.000068953945,0.0002888199,0.00010354797],"domain_scores_gemma":[0.99965584,0.000019577861,0.000011717776,0.00002078166,0.00024949445,0.00004256172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007201085,0.0010271805,0.00029746545,0.0029579985,0.0008590034,0.0018928825,0.00080855226,0.0013268921,0.03659098],"category_scores_gemma":[0.00045976893,0.00032259178,0.00053865055,0.0009766221,0.00023362695,0.0023163313,0.0010363394,0.0011994039,0.024465099],"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":[0.00030729035,0.00021879427,0.0023592764,0.00089296116,0.00003365234,0.00030385386,0.00013916884,0.0072420454,0.023524268,0.024754073,0.22022079,0.72000384],"study_design_scores_gemma":[0.000012211524,0.0002853373,0.001880987,0.00023147682,0.0000148662375,0.00016789752,0.000058106114,0.0015284567,0.0029430056,0.0015064358,0.99135065,0.00002055426],"about_ca_topic_score_codex":0.014407551,"about_ca_topic_score_gemma":0.011889108,"teacher_disagreement_score":0.03659098,"about_ca_system_score_codex":0.0012753085,"about_ca_system_score_gemma":0.0022458183,"threshold_uncertainty_score":0.122408986},"labels":[],"label_agreement":null},{"id":"W2810389293","doi":"10.2514/6.2018-3515","title":"F-35 Structural Design, Development, and Verification","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Systems engineering; Engineering","score_opus":0.019636092080573746,"score_gpt":0.2260937828019779,"score_spread":0.20645769072140416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810389293","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02745326,0.00032546723,0.77604645,0.00034595293,0.00026624784,0.0005840108,0.0029335944,0.020741256,0.17130387],"genre_scores_gemma":[0.32172385,0.00025734288,0.5874255,0.00025104888,0.00006685513,0.00043285228,0.005805338,0.0023508545,0.08168647],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999073,0.00016317514,0.000038140497,0.00012216103,0.00043769454,0.00016578526],"domain_scores_gemma":[0.99910766,0.00013926213,0.00003656889,0.00022257847,0.00043386174,0.00006007725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010070979,0.0008515408,0.00034992647,0.00083952956,0.0007933601,0.0011621913,0.0010123661,0.000750858,0.03989922],"category_scores_gemma":[0.0017281832,0.00048825837,0.0008786961,0.00032009528,0.0007657252,0.000667199,0.0008439276,0.00084858964,0.009686207],"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":[0.000999653,0.00034357206,0.0048403325,0.0006834037,0.00014620372,0.000456085,0.0004719226,0.16044444,0.07279758,0.16106477,0.09522063,0.50253135],"study_design_scores_gemma":[0.00032930652,0.0012025709,0.0038035547,0.00023612146,0.00015598403,0.0006024538,0.00015735802,0.32736987,0.10361929,0.035696905,0.5267307,0.00009578377],"about_ca_topic_score_codex":0.011624701,"about_ca_topic_score_gemma":0.01237659,"teacher_disagreement_score":0.03989922,"about_ca_system_score_codex":0.00091365643,"about_ca_system_score_gemma":0.0027639857,"threshold_uncertainty_score":0.1334762},"labels":[],"label_agreement":null},{"id":"W2810665034","doi":"10.2514/6.2018-3518","title":"F-35 Subsystems Design, Development &amp; Verification","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Systems engineering; Engineering","score_opus":0.030013904792449496,"score_gpt":0.23311715612659112,"score_spread":0.20310325133414162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810665034","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14600259,0.00030248595,0.69134927,0.0004000762,0.00024471077,0.00095550413,0.0040112603,0.028241593,0.1284925],"genre_scores_gemma":[0.7730433,0.000090615235,0.1838867,0.00016965876,0.000029501001,0.0003223908,0.0028583223,0.00082325767,0.03877623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989961,0.00019845572,0.000035821522,0.00012499852,0.00043151685,0.0002131559],"domain_scores_gemma":[0.9991806,0.00015541825,0.000046726163,0.00023083758,0.00034297028,0.000043519693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010161095,0.0010398568,0.0003329044,0.000783882,0.0008945913,0.0010230878,0.00096642785,0.0007141308,0.03319771],"category_scores_gemma":[0.0016954117,0.00035973237,0.00088615227,0.00019222201,0.0007606413,0.0007467253,0.0008556189,0.00058847724,0.007047814],"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":[0.002517911,0.00041504105,0.010075375,0.0012202144,0.00026512594,0.001003398,0.0007483842,0.3854824,0.11026048,0.06472209,0.05357649,0.36971304],"study_design_scores_gemma":[0.00046203108,0.0022095824,0.0062483125,0.00020166067,0.00022574826,0.00062886527,0.00024490955,0.5312837,0.27289915,0.01448807,0.17099544,0.00011251135],"about_ca_topic_score_codex":0.013751482,"about_ca_topic_score_gemma":0.010665846,"teacher_disagreement_score":0.03319771,"about_ca_system_score_codex":0.001051434,"about_ca_system_score_gemma":0.0028495628,"threshold_uncertainty_score":0.1110574},"labels":[],"label_agreement":null},{"id":"W2810865850","doi":"10.2514/6.2018-3681","title":"F-35 STOVL Performance Requirements Verification","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","score_opus":0.018561882906354174,"score_gpt":0.2318019890864918,"score_spread":0.2132401061801376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810865850","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034779616,0.00019060734,0.5300806,0.0007241432,0.0003877342,0.0008114231,0.01038525,0.043640606,0.379],"genre_scores_gemma":[0.49984032,0.000259825,0.28218976,0.00064257585,0.000090034584,0.00068423053,0.03518232,0.0073192823,0.17379165],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99753726,0.00047446764,0.00011658675,0.00034450542,0.0011129419,0.0004142657],"domain_scores_gemma":[0.997431,0.0005282909,0.000098022676,0.00065769505,0.0012111731,0.00007385364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763761,0.0011393767,0.00044283987,0.0013152688,0.0009807886,0.0019772386,0.0011472895,0.0010091556,0.071142204],"category_scores_gemma":[0.0052639823,0.0005940707,0.0011719508,0.0004064065,0.0007365051,0.001412655,0.0015012159,0.0012555257,0.02662878],"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":[0.0017901473,0.0007858303,0.0051548667,0.0009606838,0.00017088359,0.00076675956,0.00060720753,0.12565319,0.05530315,0.19125046,0.19888553,0.4186713],"study_design_scores_gemma":[0.00047733495,0.0007278864,0.0029179861,0.0005425409,0.00013451952,0.00048086245,0.00031090502,0.38243008,0.13216801,0.054000277,0.42567256,0.00013701161],"about_ca_topic_score_codex":0.017917285,"about_ca_topic_score_gemma":0.0169807,"teacher_disagreement_score":0.071142204,"about_ca_system_score_codex":0.0013184029,"about_ca_system_score_gemma":0.0033386757,"threshold_uncertainty_score":0.23799437},"labels":[],"label_agreement":null},{"id":"W2811084878","doi":"10.2514/6.2018-3520","title":"F-35 Information Fusion","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Fusion; Computer science; Information fusion; Artificial intelligence","score_opus":0.007322458183724591,"score_gpt":0.2034056589659845,"score_spread":0.1960832007822599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811084878","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01598997,0.0033804034,0.65515375,0.002628534,0.0031589174,0.0004327269,0.007984534,0.014028563,0.2972426],"genre_scores_gemma":[0.48511776,0.0024388086,0.32616004,0.0018400124,0.0011861775,0.00036373368,0.022580747,0.0019100832,0.15840268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986443,0.00018990556,0.00006367947,0.00031831354,0.0005848494,0.00019893602],"domain_scores_gemma":[0.9988587,0.0001402897,0.000037939953,0.00040872855,0.0004852092,0.00006914406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015241194,0.0013810016,0.0009936085,0.0024721257,0.0016875506,0.0035388765,0.0011376543,0.002154724,0.052548673],"category_scores_gemma":[0.0032767553,0.0004169565,0.0012679875,0.0020366546,0.0008479337,0.002757406,0.0028097937,0.0012057499,0.021822745],"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":[0.0012903863,0.0001309721,0.0015142806,0.0003311207,0.00025463902,0.00045982873,0.00019499437,0.018614233,0.033321254,0.13671564,0.16630366,0.64086896],"study_design_scores_gemma":[0.00013855196,0.00043031582,0.0029211678,0.00020927684,0.00022962963,0.0008781252,0.00022058091,0.20297912,0.102575965,0.16885199,0.5203281,0.00023719942],"about_ca_topic_score_codex":0.0060230624,"about_ca_topic_score_gemma":0.003531108,"teacher_disagreement_score":0.052548673,"about_ca_system_score_codex":0.0011630047,"about_ca_system_score_gemma":0.0022241888,"threshold_uncertainty_score":0.17579281},"labels":[],"label_agreement":null},{"id":"W2811257610","doi":"10.2514/6.2018-3519","title":"F-35 Mission Systems Design, Development &amp; Verification","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Engineering and Test Systems","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Systems engineering; Development (topology); Engineering","score_opus":0.034359636758230075,"score_gpt":0.24280477232933967,"score_spread":0.2084451355711096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811257610","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08634016,0.00034652883,0.69451344,0.00069325697,0.0003765023,0.00067944115,0.0042291735,0.021654079,0.19116738],"genre_scores_gemma":[0.69875115,0.00014840176,0.24293701,0.00025772478,0.000057410194,0.00026903002,0.0046352916,0.0014048469,0.051539138],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885356,0.00025237066,0.000039508483,0.00012368115,0.0005296183,0.00020125792],"domain_scores_gemma":[0.9987909,0.0002674162,0.000057697733,0.0003123843,0.0005148665,0.000056774723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012699637,0.0008359497,0.0003000128,0.0006692742,0.0007318199,0.0010220926,0.00077153835,0.0006956596,0.034015223],"category_scores_gemma":[0.002599464,0.0003132982,0.00078668026,0.0001964818,0.000706945,0.0007655253,0.00084770756,0.0006780344,0.007117148],"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":[0.0018857174,0.0003558055,0.0063272114,0.0008924419,0.00020832269,0.0006318043,0.0004829151,0.30972376,0.07869715,0.12234171,0.086392544,0.39206064],"study_design_scores_gemma":[0.00041253137,0.0012186052,0.0035723618,0.00022820025,0.00012500431,0.00048209316,0.00014804366,0.53325367,0.19082974,0.023944002,0.24569425,0.00009148774],"about_ca_topic_score_codex":0.010442632,"about_ca_topic_score_gemma":0.00714192,"teacher_disagreement_score":0.034015223,"about_ca_system_score_codex":0.0009519976,"about_ca_system_score_gemma":0.0026506975,"threshold_uncertainty_score":0.11379218},"labels":[],"label_agreement":null},{"id":"W2811504441","doi":"10.2514/6.2018-3661","title":"Technical Viability and Operational Assessment of a Supersonic Business Jet","year":2018,"lang":"en","type":"article","venue":"2018 Aviation Technology, Integration, and Operations Conference","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Supersonic speed; Jet (fluid); Computer science; Systems engineering; Aerospace engineering; Engineering","score_opus":0.01613595777026563,"score_gpt":0.27754727482640645,"score_spread":0.26141131705614085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811504441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262404,0.000045579924,0.0007846675,0.00007883936,0.0000151518025,0.000051061408,0.000111884605,0.000024379218,0.006264357],"genre_scores_gemma":[0.9972187,0.000052493124,0.0009260543,0.000019006671,0.000007737532,0.000017542396,0.00023330799,0.000009710381,0.0015153702],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975746,0.0004975966,0.000106622014,0.00020946232,0.0012906403,0.00032101123],"domain_scores_gemma":[0.99452704,0.0018544687,0.0004698881,0.0003139044,0.002161113,0.00067371526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035644406,0.0005642295,0.0002843799,0.0023730225,0.0013928502,0.0038192389,0.0011057346,0.0013367949,0.0037030282],"category_scores_gemma":[0.0060735885,0.0002363464,0.0005620573,0.001105454,0.001069297,0.00298386,0.0014331603,0.0009949238,0.0007812365],"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":[0.015993612,0.009472947,0.30729622,0.0006476063,0.00038987314,0.007762887,0.0032408428,0.16499048,0.21055205,0.021868255,0.0033240109,0.25446123],"study_design_scores_gemma":[0.0008193711,0.066025846,0.39924932,0.00019603563,0.00079475425,0.0014119258,0.014890242,0.37276638,0.1239238,0.0056095165,0.013917262,0.00039558296],"about_ca_topic_score_codex":0.008737704,"about_ca_topic_score_gemma":0.009153866,"teacher_disagreement_score":0.008737704,"about_ca_system_score_codex":0.0027553993,"about_ca_system_score_gemma":0.001701712,"threshold_uncertainty_score":0.019991934},"labels":[],"label_agreement":null}]}