{"meta":{"query_hash":"5670e94a59e8","filters":{"venue":"AIAA International Air and Space Symposium and Exposition: The Next 100 Years"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/5670e94a59e8","api":"https://metacan.xera.ac/api/v1/cohort?venue=AIAA+International+Air+and+Space+Symposium+and+Exposition%3A+The+Next+100+Years"},"results":[{"id":"W2009743692","doi":"10.2514/6.2003-2708","title":"Lockheed Martin Response to the OSP Challenge","year":2003,"lang":"en","type":"article","venue":"AIAA International Air and Space Symposium and Exposition: The Next 100 Years","topic":"Space Exploration and Technology","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":"Computer science","score_opus":0.01053755411870794,"score_gpt":0.21370685989290011,"score_spread":0.20316930577419218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009743692","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02116653,0.0024951026,0.0033953108,0.6783923,0.012341063,0.000039710063,0.00037813617,0.00043596522,0.28135595],"genre_scores_gemma":[0.18142892,0.003239385,0.0032734121,0.120181456,0.0052053244,0.00008461089,0.0004053684,0.0002505062,0.68593097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984549,0.00025024614,0.000027246559,0.00010355725,0.0006340875,0.0005299424],"domain_scores_gemma":[0.9980579,0.00027811344,0.00006475301,0.00008471586,0.00055146456,0.00096303277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030178835,0.00040227367,0.0001835079,0.0003813806,0.0028188708,0.0041843737,0.00081264996,0.0054629706,0.032474685],"category_scores_gemma":[0.004582022,0.00017363187,0.00025754512,0.00026714487,0.0015509201,0.0019533862,0.0026089125,0.0047494713,0.007141298],"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":[0.00004441058,0.000019789471,0.00046856643,0.000024293782,0.0000026909067,0.0003883156,0.00017162255,0.00034247298,0.00033079647,0.060286462,0.9186848,0.01923572],"study_design_scores_gemma":[0.000006515059,0.000025746012,0.00050010416,0.000027558082,0.0000013568794,0.00012448327,0.00030060654,0.0002456195,0.0001259283,0.0043381713,0.9942977,0.000006294296],"about_ca_topic_score_codex":0.014672325,"about_ca_topic_score_gemma":0.029759558,"teacher_disagreement_score":0.032474685,"about_ca_system_score_codex":0.0027171436,"about_ca_system_score_gemma":0.0084338905,"threshold_uncertainty_score":0.108638704},"labels":[],"label_agreement":null},{"id":"W2313614164","doi":"10.2514/6.2003-2860","title":"The Role of Manned Aircraft in the Future","year":2003,"lang":"en","type":"article","venue":"AIAA International Air and Space Symposium and Exposition: The Next 100 Years","topic":"Air Traffic Management and Optimization","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":"Aeronautics; Aerospace engineering; Computer science; Environmental science; Astrobiology; Engineering; Physics","score_opus":0.0032590719543541488,"score_gpt":0.18082963580687594,"score_spread":0.1775705638525218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313614164","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":[0.073824555,0.23022413,0.00691627,0.2657864,0.007663908,0.000022762382,0.00051457924,0.00012379039,0.41492364],"genre_scores_gemma":[0.83458763,0.1114625,0.0038546629,0.009252007,0.0037196905,0.00004228459,0.0002312769,0.00004827638,0.036801703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994103,0.00019412297,0.000016233253,0.000069434864,0.00016493633,0.00014506426],"domain_scores_gemma":[0.99896216,0.00022841794,0.000119224875,0.00004713118,0.00021156417,0.00043141044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015002576,0.0004040406,0.00024840032,0.0004450818,0.0014592396,0.0037259562,0.00057572237,0.0022654976,0.012301186],"category_scores_gemma":[0.0021716924,0.00014132117,0.00023749437,0.00047615333,0.0026565138,0.006626925,0.0014145068,0.0020907938,0.0016710669],"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":[0.00020190916,0.00009781806,0.004183274,0.00032126607,0.000024577073,0.00039042617,0.0011463417,0.0035691517,0.0011662932,0.7317899,0.09920633,0.15790272],"study_design_scores_gemma":[0.000009093178,0.000093406394,0.005236048,0.00042996983,0.000013278428,0.00038401145,0.0032071606,0.0027730726,0.00020638663,0.19372386,0.79388446,0.000039207283],"about_ca_topic_score_codex":0.003855488,"about_ca_topic_score_gemma":0.006867042,"teacher_disagreement_score":0.012301186,"about_ca_system_score_codex":0.0020575712,"about_ca_system_score_gemma":0.0016552961,"threshold_uncertainty_score":0.041151524},"labels":[],"label_agreement":null},{"id":"W2320343742","doi":"10.2514/6.2003-2740","title":"Enterprise Architectures as a Catalyst for System-of-Systems Development: A Global ISR Perspective","year":2003,"lang":"en","type":"article","venue":"AIAA International Air and Space Symposium and Exposition: The Next 100 Years","topic":"Systems Engineering Methodologies and Applications","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":"Perspective (graphical); Computer science; Catalysis; Artificial intelligence; Chemistry","score_opus":0.014314792429359232,"score_gpt":0.2513584920078828,"score_spread":0.23704369957852356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320343742","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":[0.078644544,0.010662926,0.171586,0.084754646,0.00068355043,0.00010846978,0.00010865542,0.00072138204,0.65272987],"genre_scores_gemma":[0.9107499,0.009410124,0.041085556,0.003223358,0.00068936276,0.00010471864,0.000098058874,0.00034747916,0.034291495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968072,0.0015683426,0.00008369545,0.00035328235,0.00072090083,0.00046661962],"domain_scores_gemma":[0.9942655,0.002959777,0.00043392988,0.0012081516,0.00076830026,0.00036442542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007154353,0.0009282792,0.000759651,0.002473549,0.0015493651,0.011534972,0.0021739728,0.005078307,0.011339075],"category_scores_gemma":[0.0060823257,0.0006329363,0.0005488916,0.002449531,0.008155126,0.015551807,0.003742116,0.004417011,0.0015894248],"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":[0.000007551208,0.000026509877,0.00023843991,0.000028375924,0.000009900927,0.000047075173,0.00024755526,0.0021402112,0.00041933282,0.98673105,0.0012920647,0.008812062],"study_design_scores_gemma":[0.000031813826,0.00015647191,0.0011718798,0.00023461926,0.00004960416,0.00028413688,0.0021663315,0.024440551,0.0034788703,0.80447364,0.16347897,0.000033112166],"about_ca_topic_score_codex":0.0024395613,"about_ca_topic_score_gemma":0.00197321,"teacher_disagreement_score":0.011534972,"about_ca_system_score_codex":0.0038601956,"about_ca_system_score_gemma":0.0037961612,"threshold_uncertainty_score":0.037932992},"labels":[],"label_agreement":null},{"id":"W2320685541","doi":"10.2514/6.2003-2820","title":"Canadian Experience on Radarsat 1 and Radarsat 2/GMTI for Surveillance","year":2003,"lang":"en","type":"article","venue":"AIAA International Air and Space Symposium and Exposition: The Next 100 Years","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","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":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Moving target indication; Remote sensing; Synthetic aperture radar; Computer science; Environmental science; Geology; Radar imaging; Radar; Telecommunications","score_opus":0.00808445884110431,"score_gpt":0.21661050332209653,"score_spread":0.2085260444809922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320685541","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":[0.14994045,0.045118324,0.0055289436,0.15170912,0.0036587534,0.00035127366,0.0064065955,0.00041048627,0.63687605],"genre_scores_gemma":[0.65798634,0.07014677,0.010943694,0.015416429,0.00044861154,0.000081794744,0.0034303505,0.00036949193,0.24117655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99283904,0.0005547855,0.00018828304,0.0004675943,0.004630804,0.0013195514],"domain_scores_gemma":[0.9854021,0.00064821285,0.0003668454,0.00020056222,0.011048194,0.0023340362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068059294,0.0006702914,0.00039266396,0.0020966239,0.009122482,0.0043477765,0.0016392954,0.0011629,0.014612963],"category_scores_gemma":[0.008223962,0.0004682901,0.00052461884,0.0067560775,0.0023510854,0.0017337755,0.002257001,0.002241156,0.0013741141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087309367,0.00035799504,0.060974635,0.001229193,0.00015780852,0.001629592,0.016588777,0.0043379515,0.0054803886,0.10021882,0.41127387,0.39687794],"study_design_scores_gemma":[0.000031467123,0.000073395415,0.03512888,0.0002243459,0.000043888722,0.00033164304,0.005174256,0.00037207262,0.0010498795,0.0007547559,0.9567384,0.00007700705],"about_ca_topic_score_codex":0.9962005,"about_ca_topic_score_gemma":0.9983816,"teacher_disagreement_score":0.09444666,"about_ca_system_score_codex":0.09444666,"about_ca_system_score_gemma":0.2365993,"threshold_uncertainty_score":0.68526167},"labels":[],"label_agreement":null},{"id":"W2326379691","doi":"10.2514/6.2003-2857","title":"Mission Battle Management System Fighter Engagement Manager Concept","year":2003,"lang":"en","type":"article","venue":"AIAA International Air and Space Symposium and Exposition: The Next 100 Years","topic":"Military Defense Systems Analysis","field":"Engineering","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":"Lockheed Martin (Canada)","funders":"","keywords":"Battle; Computer science; Process management; Engineering management; Systems engineering; Knowledge management; Aeronautics; Engineering; History","score_opus":0.008548029051349687,"score_gpt":0.20162308005012086,"score_spread":0.19307505099877117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326379691","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09708022,0.0012871815,0.3102682,0.007998202,0.0021609338,0.0018997764,0.0006653717,0.0044000978,0.57424015],"genre_scores_gemma":[0.51188236,0.0008441737,0.13069268,0.0027854932,0.00091670116,0.0014798258,0.0008684534,0.0003142416,0.35021606],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995028,0.00008784918,0.000013310835,0.000058978585,0.0002445975,0.00009241807],"domain_scores_gemma":[0.99973303,0.00002245951,0.000024277526,0.000028076529,0.00008824361,0.000103933955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061867805,0.00038031937,0.00015666355,0.00042597024,0.00090098305,0.0018830219,0.00091335,0.0007317561,0.024151016],"category_scores_gemma":[0.0003584493,0.00016730685,0.00016179739,0.0001537432,0.0004081822,0.0011680601,0.0013353557,0.001089947,0.0044035986],"study_design_candidate":"theoretical_or_conceptual","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":[0.0006118464,0.0008557931,0.0054879067,0.00033244357,0.0000347059,0.0005482406,0.0019102859,0.0046114656,0.13351747,0.21881989,0.10888956,0.52438045],"study_design_scores_gemma":[0.00019791875,0.0016575058,0.006753877,0.00013929559,0.00004385112,0.0012195252,0.0012284473,0.03683206,0.038321853,0.011998365,0.90154135,0.000066066634],"about_ca_topic_score_codex":0.0011437507,"about_ca_topic_score_gemma":0.0010556711,"teacher_disagreement_score":0.024151016,"about_ca_system_score_codex":0.0008131085,"about_ca_system_score_gemma":0.0013654031,"threshold_uncertainty_score":0.08079326},"labels":[],"label_agreement":null}]}