{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3fa5c5d39ea6","filters":{"venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference"}},"results":[{"id":"W2314248001","doi":"10.2514/6.2007-1766","title":"Certification of the F-22 Advanced Tactical Fighter for High Cycle and Sonic Fatigue","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Aeronautics; Certification; Engineering; Aerospace engineering; Automotive engineering; Computer science; Political science","authors":[{"name":"Mark Morton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01610853326602846,"gpt":0.2699644720214198,"spread":0.2538559387553914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003096692,0.0005812988,0.0002621573,0.001565491,0.0009312065,0.001195184,0.0007836031,0.00093097,0.003277084],"category_scores_gemma":[0.003689735,0.0002481125,0.0003454087,0.0002362687,0.0007236583,0.0006369854,0.0007221148,0.0007045409,0.001168802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174765,"about_ca_system_score_gemma":0.002212179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614627,"about_ca_topic_score_gemma":0.01006882,"domain_scores_codex":[0.9961768,0.0005234157,0.0001121367,0.000220196,0.002723844,0.0002435626],"domain_scores_gemma":[0.9966748,0.000400405,0.0002405178,0.0004014071,0.002129566,0.0001533508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005593324,0.0005520621,0.01725728,0.0003939375,0.00004070873,0.0004754586,0.001478677,0.03532546,0.3342375,0.01425483,0.007454721,0.5879701],"study_design_scores_gemma":[0.0003615733,0.01431636,0.0825103,0.0005335819,0.0001155199,0.003044803,0.002512,0.1087763,0.5112282,0.00607417,0.2701811,0.0003459494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3940467,0.0009014174,0.5285677,0.00049216,0.000238361,0.001667384,0.0003761291,0.00125536,0.07245492],"genre_scores_gemma":[0.7822347,0.0003619162,0.1913022,0.0001845732,0.00003461872,0.0004375759,0.0006553918,0.0001868791,0.02460225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003614627,"threshold_uncertainty_score":0.01637703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2314764582","doi":"10.2514/6.2007-2212","title":"Dynamics Modeling of Flexible Airships","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Aerospace Engineering and Energy Systems","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Dynamics (music); Physics","authors":[{"name":"Yuwen Li","is_ca":true},{"name":"Meyer Nahon","is_ca":true},{"name":"Inna Sharf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124946867438817,"gpt":0.2091366864153668,"spread":0.1978872177409786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632722,0.00037599,0.0003350711,0.000373306,0.0004834906,0.0006750469,0.0007967486,0.0006366831,0.003676058],"category_scores_gemma":[0.0005786962,0.0002286448,0.0004426018,0.0002336595,0.0005823477,0.001020566,0.000896944,0.0005435513,0.0006256918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171953,"about_ca_system_score_gemma":0.0006414445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008240808,"about_ca_topic_score_gemma":0.003295469,"domain_scores_codex":[0.9998584,0.00003174667,0.000006498261,0.00002285813,0.00005757868,0.00002283739],"domain_scores_gemma":[0.9998412,0.00004390015,0.00002226513,0.00002229352,0.00004484818,0.0000254077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001200068,0.000008563396,0.000584206,0.00001258759,0.000008988648,0.0001060276,0.00005200487,0.9802195,0.001100815,0.01296847,0.0003651559,0.004561683],"study_design_scores_gemma":[0.000006495296,0.00001172553,0.0001924079,0.00000393705,0.00000179808,0.00002944764,0.0000177759,0.9951472,0.0002004736,0.002395963,0.001989611,0.000003131089],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1586872,0.0004573107,0.7966402,0.0004525889,0.0001389692,0.00008745508,0.0005518345,0.000558545,0.04242582],"genre_scores_gemma":[0.9563141,0.0004733075,0.02859116,0.00007590562,0.0000415037,0.0001392095,0.0004178623,0.00008951702,0.01385731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008240808,"threshold_uncertainty_score":0.01638567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100314978","doi":"10.2514/6.2007-2006","title":"Demonstration of the Use of Fiber-Optics, with Integrated Fiber-Bragg Gratings, for Shape Determination of Large Deployable Structures","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Fiber Bragg grating; PHOSFOS; Optics; Materials science; Optical fiber; Fiber; Integrated optics; Plastic optical fiber; Photonic-crystal fiber; Polarization-maintaining optical fiber; Optoelectronics; Fiber optic sensor; Physics; Composite material","authors":[{"name":"Brandon Arritt","is_ca":false},{"name":"Thomas Murphey","is_ca":false},{"name":"Hans-Peter Dumm","is_ca":false},{"name":"Eric Pollard","is_ca":true},{"name":"C. M. Klimcak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01491271790346252,"gpt":0.2342194978774761,"spread":0.2193067799740136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779962,0.0003605367,0.0001471889,0.0002153724,0.0002173236,0.0002799527,0.0004926306,0.0004785529,0.0004578911],"category_scores_gemma":[0.0003655799,0.0002469674,0.0001683226,0.0001643449,0.000478611,0.0003511324,0.0003571511,0.0004059885,0.0001655361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944343,"about_ca_system_score_gemma":0.0003045738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825019,"about_ca_topic_score_gemma":0.003354577,"domain_scores_codex":[0.9998324,0.00001426446,0.000006815711,0.00002781811,0.0000895673,0.00002917213],"domain_scores_gemma":[0.999746,0.00007710996,0.00003334757,0.00004069164,0.00005913612,0.00004369849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006227094,0.00005342417,0.0007446951,0.00002249111,0.000007405064,0.00007391902,0.00006050138,0.000378809,0.9892895,0.001116909,0.0002308191,0.007959188],"study_design_scores_gemma":[0.00002090391,0.0001437137,0.003043378,0.000003795595,0.000007439882,0.0002389678,0.00001709495,0.008087451,0.9859277,0.0002304412,0.002269648,0.000009604849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9154629,0.0006083415,0.0758407,0.0004484245,0.0001489778,0.00007331717,0.0002225929,0.0007322748,0.006462583],"genre_scores_gemma":[0.9154145,0.0002553542,0.08191451,0.00007325095,0.00001934707,0.00002347403,0.00009815437,0.0000368146,0.002164609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001825019,"threshold_uncertainty_score":0.00362885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2331784305","doi":"10.2514/6.2007-1916","title":"Airfoil Generation and Optimization using Multiresolution B-Spline Control with Geometrical Constraints","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Airfoil; Spline (mechanical); Computer science; B-spline; Mathematics; Engineering; Aerospace engineering; Structural engineering; Mathematical analysis","authors":[{"name":"N. Giammichele","is_ca":true},{"name":"Jean‐Yves Trépanier","is_ca":true},{"name":"Christophe Tribes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01093592047614445,"gpt":0.2342374859564158,"spread":0.2233015654802714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000455355,0.000480951,0.0005417541,0.0003691637,0.0002520459,0.0005944587,0.0005306714,0.0005028059,0.001226194],"category_scores_gemma":[0.0009968,0.0002967109,0.0005253592,0.0002629524,0.0003368049,0.0004825973,0.0007457209,0.0006270138,0.0002458256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530442,"about_ca_system_score_gemma":0.0003301291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126561,"about_ca_topic_score_gemma":0.001077599,"domain_scores_codex":[0.9997813,0.00005236812,0.0000094052,0.00003245207,0.0001059146,0.00001852133],"domain_scores_gemma":[0.9997602,0.0001020191,0.000037366,0.00004539883,0.00003713548,0.00001777209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006150552,0.00003399029,0.0002831975,0.00006113336,0.00001556896,0.00006526942,0.00008827836,0.8895837,0.03241435,0.01232139,0.0004029628,0.06466866],"study_design_scores_gemma":[0.000004630438,0.00001765069,0.00004709889,0.000002045387,0.000001517755,0.00001130997,0.000003276403,0.9964365,0.002142867,0.0006531206,0.000677013,0.00000311011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01446186,0.00005155578,0.9840556,0.00002856765,0.000009621333,0.00001994792,0.00001322605,0.0001642999,0.001195245],"genre_scores_gemma":[0.4744518,0.0001532207,0.5230896,0.00002970032,0.0000233201,0.0001216518,0.00007010046,0.0001657828,0.001894824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00126561,"threshold_uncertainty_score":0.004101992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317855592","doi":"10.2514/6.2007-1772","title":"Wind Tunnel Testing of a Twisted Wing for Longitudinal Control in a Joined-Wing Aircraft","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"University of Victoria","keywords":"Wing; Wind tunnel; Aerospace engineering; Aeronautics; Aerodynamics; Wing configuration; Engineering; Wing twist; Structural engineering; Marine engineering; Angle of attack","authors":[{"name":"Vanessa L. Bond","is_ca":false},{"name":"Robert A. Canfield","is_ca":false},{"name":"Maria da Luz Madruga Santos Matos","is_ca":false},{"name":"Afzul Suleman","is_ca":true},{"name":"Maxwell Blair","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0206386774363614,"gpt":0.2499465806113062,"spread":0.2293079031749448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066803,0.0004660333,0.000288887,0.0002646112,0.0004305764,0.0002394226,0.0004869326,0.0005671286,0.001045195],"category_scores_gemma":[0.001357523,0.00020645,0.0003026172,0.0001030154,0.0004204055,0.0003684956,0.0004581925,0.0003025537,0.0002415115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192499,"about_ca_system_score_gemma":0.0002059915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007276002,"about_ca_topic_score_gemma":0.00136641,"domain_scores_codex":[0.9995536,0.00006468019,0.00002656101,0.00004525467,0.0002185596,0.00009133756],"domain_scores_gemma":[0.9986721,0.0003344458,0.0001290774,0.0001837801,0.0003967651,0.0002838014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001294035,0.0005552716,0.01001635,0.0000936069,0.00004010952,0.0007270787,0.000326236,0.005930382,0.9717118,0.0001614394,0.00009714641,0.009046609],"study_design_scores_gemma":[0.0003189786,0.04617162,0.053678,0.00005582375,0.00008866464,0.0007338058,0.0006081309,0.03152958,0.8653132,0.0001584878,0.001284162,0.00005963185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987327,0.00001736146,0.001054773,0.000005485151,0.000008006407,0.00001187273,0.00002217192,0.00001432485,0.0001332242],"genre_scores_gemma":[0.9986907,0.000016125,0.000935756,0.000005948058,0.000001619468,0.000007675551,0.00004101522,0.000003954673,0.0002972295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001045195,"threshold_uncertainty_score":0.003532946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141115164","doi":"10.2514/6.2007-1844","title":"Active Flatness Control of Membrane Structures Using Fuzzy Logic Integrated Genetic Algorithm","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Flatness (cosmology); Computer science; Fuzzy logic; Fuzzy control system; Algorithm; Genetic algorithm; Control theory (sociology); Control (management); Artificial intelligence; Physics; Machine learning","authors":[{"name":"Xiaoyun Wang","is_ca":true},{"name":"Wanping Zheng","is_ca":true},{"name":"Yan‐Ru Hu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009733807423850426,"gpt":0.2325623098228671,"spread":0.2228285023990167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003540441,0.0006371745,0.0005292494,0.0003898799,0.0004166198,0.0007992038,0.0008588115,0.0007610053,0.000841663],"category_scores_gemma":[0.0006293308,0.0002693299,0.0004966167,0.0003004499,0.0004772375,0.0003376339,0.000357204,0.0004979439,0.0001164229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007028583,"about_ca_system_score_gemma":0.000930071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251044,"about_ca_topic_score_gemma":0.008107451,"domain_scores_codex":[0.9998274,0.00002515799,0.000008929201,0.00004452525,0.00006242633,0.00003149704],"domain_scores_gemma":[0.9997835,0.00007865416,0.00004093527,0.000009787263,0.00007620166,0.00001113056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004698165,0.00003681605,0.0005487604,0.00004414006,0.00002531223,0.00007086073,0.00007152842,0.9421389,0.009415118,0.002730865,0.0003663787,0.04450434],"study_design_scores_gemma":[0.000007025332,0.00002853787,0.00007999347,0.000003506746,0.000006136177,0.000008090774,0.000006027422,0.9985427,0.0007942408,0.0003142339,0.0002057992,0.000003764821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.069581,0.0005327563,0.9207826,0.0001770598,0.00006667407,0.00007478087,0.00002858594,0.0004049044,0.008351657],"genre_scores_gemma":[0.923776,0.0002414231,0.0731649,0.00008013382,0.00001251012,0.0001242346,0.00004258852,0.00001724582,0.002540967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01251044,"threshold_uncertainty_score":0.02487528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324150643","doi":"10.2514/6.2007-1701","title":"Development of a Shape Memory Alloy-based Micro-Flow Effector for Missile Side Force Control","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Missile; Shape-memory alloy; Alloy; Robot end effector; Effector; Computer science; Flow control (data); Materials science; Aerospace engineering; Engineering; Artificial intelligence; Robot; Metallurgy; Chemistry; Telecommunications","authors":[{"name":"Franklin Wong","is_ca":true},{"name":"Olivier Boissonneault","is_ca":true},{"name":"N. Léchevin","is_ca":true},{"name":"C.A. Rabbath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01292982562523407,"gpt":0.2488102946829302,"spread":0.2358804690576962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002570204,0.0003478664,0.0002918068,0.0003356645,0.0001367683,0.0002082112,0.0007982354,0.0005490941,0.0006373412],"category_scores_gemma":[0.0002846504,0.0002275123,0.0002600528,0.0001427299,0.0001846394,0.0003082229,0.0001890251,0.0003376503,0.0003802293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178177,"about_ca_system_score_gemma":0.0003040637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003439483,"about_ca_topic_score_gemma":0.000527879,"domain_scores_codex":[0.9998006,0.000008716926,0.00001498112,0.00003335741,0.0001249634,0.00001734823],"domain_scores_gemma":[0.9998447,0.0000208587,0.0000433155,0.00001797534,0.00005719528,0.00001597088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002890033,0.00004107433,0.0001823792,0.00005652074,0.000003868972,0.00005843782,0.00002059564,0.00206499,0.9823909,0.0004740315,0.00005590137,0.01462243],"study_design_scores_gemma":[0.00002088579,0.0007943296,0.001556697,0.00001070781,0.00001176942,0.0002042202,0.0000108683,0.04851215,0.9448655,0.00006080696,0.003933876,0.00001836518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5400297,0.001024944,0.4537043,0.0001043194,0.0001515108,0.0003962111,0.0001580532,0.001785611,0.002645303],"genre_scores_gemma":[0.7339484,0.0003692328,0.260998,0.00005767406,0.00002368341,0.0001837763,0.0001829811,0.00004792871,0.004188325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007982354,"threshold_uncertainty_score":0.002132177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318922456","doi":"10.2514/6.2007-2001","title":"Analysis of Smart Structures with Piezoelectric Strips Subjected to Unsteady Aerodynamic Loads","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"STRIPS; Aerodynamics; Structural engineering; Piezoelectricity; Vibration; Acoustics; Aerodynamic force; Finite element method; Materials science; Actuator; Engineering; Mechanics; Composite material; Physics; Electrical engineering","authors":[{"name":"Dan Mateescu","is_ca":true},{"name":"Yong Han","is_ca":true},{"name":"Arun K. Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00945317665904079,"gpt":0.2489239959959118,"spread":0.2394708193368709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001308982,0.0002376511,0.0001827785,0.0003646906,0.0001340014,0.0002014514,0.0002111134,0.0003860425,0.0006300912],"category_scores_gemma":[0.0003835021,0.0001825893,0.0001757198,0.0001314593,0.0004684306,0.0002486482,0.0002126034,0.0001873101,0.0001168889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358371,"about_ca_system_score_gemma":0.0001470991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004270395,"about_ca_topic_score_gemma":0.0005433472,"domain_scores_codex":[0.9998908,0.00000937309,0.00000307842,0.00001574197,0.00007064288,0.00001030354],"domain_scores_gemma":[0.9998149,0.00006761769,0.0000425534,0.00003177076,0.00003242034,0.00001073772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009944683,0.00005671326,0.003625494,0.00006135676,0.00003742239,0.0003500667,0.0001568791,0.1798308,0.7882228,0.001570516,0.0001689303,0.02581962],"study_design_scores_gemma":[0.00001090466,0.0002143062,0.01220857,0.000006510139,0.00001080778,0.0001473238,0.00007608224,0.9175924,0.06821739,0.0009007351,0.0006014645,0.00001340991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082537,0.00009509832,0.08984561,0.00006647682,0.00001455909,0.00002646657,0.0000504076,0.00009665405,0.001551135],"genre_scores_gemma":[0.9854193,0.00008410356,0.01330497,0.00001311189,0.000006666607,0.00002343439,0.00004459815,0.00001033819,0.001093527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006300912,"threshold_uncertainty_score":0.002107859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318627169","doi":"10.2514/6.2007-2181","title":"Effects of Low-Earth Orbit Space Environment on Structural Mechanics of a Deployable Membrane Space Antenna","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Space (punctuation); Aerospace engineering; Low earth orbit; Orbit (dynamics); Earth's orbit; Geocentric orbit; Earth (classical element); Astrobiology; Space technology; Antenna (radio); Computer science; Physics; Satellite; Engineering; Astronomy; Spacecraft; Telecommunications","authors":[{"name":"Johanne Heald","is_ca":true},{"name":"Xin Jiang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00354666496178739,"gpt":0.1803739868580781,"spread":0.1768273218962907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001163536,0.0001969608,0.0002486852,0.0001812874,0.0004158678,0.0004197913,0.0002197695,0.0004686523,0.001779059],"category_scores_gemma":[0.0005460188,0.0001326887,0.0001550731,0.0001659843,0.00047957,0.0003461094,0.0003776201,0.000266244,0.0002740068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505357,"about_ca_system_score_gemma":0.000192901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134378,"about_ca_topic_score_gemma":0.001141444,"domain_scores_codex":[0.9999382,0.00001382576,0.000001497129,0.000009664997,0.00001586453,0.0000208899],"domain_scores_gemma":[0.9998166,0.00008665002,0.00002578897,0.00001503373,0.00002841311,0.00002766539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00102102,0.0001943781,0.01674515,0.00005117237,0.00004062098,0.001351982,0.0003773839,0.6829635,0.2817468,0.004066281,0.0003961816,0.01104555],"study_design_scores_gemma":[0.00007234692,0.0008216652,0.05449215,0.000009145171,0.00006357142,0.0004560364,0.0007531657,0.8820804,0.05886816,0.001444109,0.0008785772,0.00006080172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964405,0.00002484327,0.001307606,0.0000536605,0.000005122261,0.000001704134,0.00001664253,0.0000176101,0.002132425],"genre_scores_gemma":[0.9995887,0.00001618317,0.00008355562,0.000004517362,0.000001346627,7.73676e-7,0.000006163647,0.000004220796,0.0002946105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001779059,"threshold_uncertainty_score":0.005951524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170476095","doi":"10.2514/6.2007-2066","title":"Two-Dimensional Blade-Vortex Interaction using Large Eddy Simulation","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Blade (archaeology); Vortex; Large eddy simulation; Aerospace engineering; Mechanics; Computer science; Physics; Environmental science; Mechanical engineering; Engineering; Turbulence","authors":[{"name":"Marcel Ilie","is_ca":true},{"name":"Fred Nitzche","is_ca":true},{"name":"Edgar Matida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260571168517753,"gpt":0.2616457310208213,"spread":0.2490400193356438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003331019,0.0004885647,0.0007000263,0.0004497324,0.000494446,0.0008610794,0.0008405806,0.0008604213,0.00243051],"category_scores_gemma":[0.0008241452,0.0002960722,0.000370485,0.0003573951,0.0003777528,0.0007002716,0.000571157,0.000494719,0.0002196087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012261,"about_ca_system_score_gemma":0.0009082928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008259621,"about_ca_topic_score_gemma":0.004709114,"domain_scores_codex":[0.9998308,0.00005150763,0.00001028221,0.00001803294,0.00006438557,0.00002499827],"domain_scores_gemma":[0.9994321,0.0002860952,0.00005815009,0.00004859109,0.0001263056,0.00004872431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009147387,0.0001202155,0.001438646,0.00005648778,0.00002868129,0.0001110228,0.00004783598,0.9815906,0.01000791,0.00243426,0.0003780452,0.003694862],"study_design_scores_gemma":[0.00001142808,0.00001069603,0.0001726696,0.000001575924,0.000001335436,0.000004611844,0.000003635079,0.9989379,0.0005916935,0.0001281007,0.0001321011,0.000004215149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6538414,0.0003717,0.3180662,0.0003036069,0.00009098791,0.0003747891,0.001062863,0.001986011,0.02390257],"genre_scores_gemma":[0.966038,0.00009569555,0.03103499,0.00003259354,0.00001517357,0.0001987657,0.0002774464,0.0001098752,0.002197381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008259621,"threshold_uncertainty_score":0.01642311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2315685820","doi":"10.2514/6.2007-2304","title":"Design and Validation of an LDV-Based Structural Health Monitoring in \"Drilling Automation for Mars Exploration\"","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Georgia Institute of Technology; National Aeronautics and Space Administration","keywords":"Mars Exploration Program; Drilling; Impact crater; Automation; Exploration of Mars; Geology; Laser Doppler vibrometer; Artificial neural network; Remote sensing; Engineering; Marine engineering; Systems engineering; Aerospace engineering; Computer science; Artificial intelligence; Astrobiology; Mechanical engineering; Laser; Laser beams","authors":[{"name":"Shannon Statham","is_ca":false},{"name":"Sathya Hanagud","is_ca":false},{"name":"Massimo Ruzzene","is_ca":false},{"name":"Vinod Sharma","is_ca":false},{"name":"B. Glass","is_ca":false},{"name":"Howard Cannon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02232662965605572,"gpt":0.2618446718129827,"spread":0.2395180421569269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006453248,0.0003231813,0.0003078713,0.0003651216,0.000328263,0.0004545633,0.0008625321,0.0004607548,0.00157491],"category_scores_gemma":[0.001103301,0.000213225,0.0001185275,0.0001208086,0.0002802518,0.0003602839,0.0003677422,0.0002379752,0.0003966109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005120397,"about_ca_system_score_gemma":0.0007770416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504464,"about_ca_topic_score_gemma":0.00320157,"domain_scores_codex":[0.9995635,0.00009259307,0.00002192991,0.000117298,0.0001709674,0.00003370241],"domain_scores_gemma":[0.9994405,0.0001092118,0.00009001282,0.00004821165,0.0002693953,0.00004262253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001131695,0.0007222606,0.02263992,0.0003991685,0.0001253999,0.0002835089,0.0003407126,0.1137437,0.4848416,0.002451181,0.002805537,0.3705153],"study_design_scores_gemma":[0.0001303925,0.001477795,0.01327792,0.00002293562,0.00006150513,0.0001731902,0.00003972115,0.8117533,0.1678654,0.0003416338,0.004823562,0.00003252897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3558191,0.0001227674,0.6347262,0.0003070141,0.00007329526,0.0007568248,0.000338999,0.003711421,0.004144334],"genre_scores_gemma":[0.8930625,0.00003299482,0.1040117,0.00009734584,0.00001083017,0.0003439719,0.0001775958,0.00002394667,0.002239148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002504464,"threshold_uncertainty_score":0.005268574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061386396","doi":"10.2514/6.2007-2374","title":"Analysis Driven Design and Optimization Methods for Aircraft Structures using Finite Element Analysis","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Finite element method; Computer science; Engineering; Structural engineering","authors":[{"name":"Rachel Moore","is_ca":true},{"name":"Adrian Murphy","is_ca":true},{"name":"Mark Price","is_ca":true},{"name":"Jian Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01971543564008665,"gpt":0.2901176398401261,"spread":0.2704022042000395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067925,0.001103755,0.0006969722,0.0008667537,0.0005418652,0.0009406664,0.001071357,0.001304516,0.003486027],"category_scores_gemma":[0.002258454,0.0006673427,0.001036248,0.0005434554,0.0008439437,0.0006730022,0.001038085,0.001677789,0.0008629864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875235,"about_ca_system_score_gemma":0.001426827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003496457,"about_ca_topic_score_gemma":0.004698287,"domain_scores_codex":[0.9995339,0.0001785444,0.00002054146,0.00003827391,0.000208167,0.00002061626],"domain_scores_gemma":[0.9992121,0.0005414278,0.00005754804,0.00005272632,0.0001205919,0.00001559807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001808228,0.00003358426,0.0001972314,0.0001252404,0.00002368453,0.00002380121,0.00006880065,0.9475504,0.003355429,0.01292636,0.0005627834,0.03511457],"study_design_scores_gemma":[0.00000754405,0.00001547921,0.00004528813,0.0000156461,0.000003852657,0.000008419366,0.0000109683,0.9920465,0.0006430079,0.004912362,0.002285913,0.000005034443],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001217814,0.0001123266,0.9972053,0.00004533181,0.00001280095,0.00004818758,0.00002012354,0.0001597414,0.001178379],"genre_scores_gemma":[0.06992995,0.0004274849,0.9257178,0.00006957759,0.00003359986,0.0008234197,0.0001469624,0.0001902636,0.002661007],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003496457,"threshold_uncertainty_score":0.01166195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327116165","doi":"10.2514/6.2007-2297","title":"A Mesh Reduction Method (MRM) for the Free Vibration Analysis of Blades","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reduction (mathematics); Vibration; Computer science; Structural engineering; Acoustics; Engineering; Mathematics; Physics; Geometry","authors":[{"name":"Seyed-Mohammad Hashemi","is_ca":true},{"name":"Mohammad Shavezipur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008281168170686196,"gpt":0.2497548520150079,"spread":0.2414736838443217,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004501248,0.0005198236,0.0005995985,0.0004610788,0.00037949,0.0003959866,0.001167473,0.001116061,0.004192098],"category_scores_gemma":[0.001460188,0.0003446663,0.0007993344,0.0003260398,0.0003568037,0.0005617967,0.0007430632,0.001035159,0.001299118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987563,"about_ca_system_score_gemma":0.0005077447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201009,"about_ca_topic_score_gemma":0.002460126,"domain_scores_codex":[0.9997256,0.00008886604,0.00001182116,0.00002746208,0.0001308529,0.00001531806],"domain_scores_gemma":[0.9996344,0.000175797,0.00002060915,0.00005442272,0.00009724342,0.00001754485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001745496,0.000110303,0.000601713,0.0002997087,0.0000763466,0.0001587393,0.0001604605,0.5293129,0.03355432,0.03377325,0.007801548,0.3939762],"study_design_scores_gemma":[0.00001059098,0.00002317117,0.00008143318,0.000006029074,0.00000367809,0.00002008394,0.000006656782,0.9944289,0.0008927894,0.002089184,0.002432107,0.000005448217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002673981,0.0000728763,0.9958922,0.00005077097,0.00007284621,0.00002089252,0.00003580588,0.0002265266,0.0009539633],"genre_scores_gemma":[0.07488175,0.0001391579,0.9202743,0.00007489772,0.0000814936,0.000185156,0.000154031,0.0003167178,0.003892441],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004192098,"threshold_uncertainty_score":0.0140239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136059142","doi":"10.2514/6.2007-1773","title":"Intelligent Identification System with Applications to Transient Aeroelastic Data","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"McGill University; Texas A and M University","keywords":"Aeroelasticity; Transient (computer programming); Identification (biology); Computer science; System identification; Control engineering; Aerodynamics; Aerospace engineering; Engineering; Data modeling; Database","authors":[{"name":"Cristina Popescu","is_ca":true},{"name":"Yau Shu Wong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01651610049684639,"gpt":0.2398425604584621,"spread":0.2233264599616157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000587241,0.0005512568,0.0006433807,0.0007096258,0.0005888004,0.0008010116,0.0006060896,0.001146047,0.002130448],"category_scores_gemma":[0.00188637,0.0002592981,0.0003395861,0.0006771836,0.0003711059,0.0008305867,0.0006665101,0.0007002655,0.0008624101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654402,"about_ca_system_score_gemma":0.0006058369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720055,"about_ca_topic_score_gemma":0.001541586,"domain_scores_codex":[0.9995686,0.00008130837,0.00004678713,0.000120736,0.0001437788,0.00003859785],"domain_scores_gemma":[0.9993593,0.0001900484,0.00007525838,0.00009459956,0.0002574398,0.00002327206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002454794,0.0001610659,0.003122065,0.0002517921,0.00005535037,0.0006039823,0.0005038721,0.3037418,0.03724407,0.01571185,0.004539486,0.6338193],"study_design_scores_gemma":[0.00001159563,0.00005533279,0.0007706357,0.00001214614,0.00001302237,0.00009328459,0.00003024317,0.9860771,0.005687627,0.002417822,0.004807396,0.00002381457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01367016,0.0003184301,0.9797919,0.0002030617,0.00009271157,0.00006785926,0.00006303848,0.002894202,0.002898528],"genre_scores_gemma":[0.6306067,0.0006339939,0.3585064,0.0002542809,0.0001448883,0.0002978407,0.0003682123,0.0001373234,0.009050371],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002720055,"threshold_uncertainty_score":0.007127047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323970846","doi":"10.2514/6.2007-1867","title":"A New Subspace Optimization Method for Aero-Structural Design","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Subspace topology; Computer science; Mathematical optimization; Artificial intelligence; Mathematics","authors":[{"name":"Ian R. Chittick","is_ca":true},{"name":"Joaquim R. R. A. Martins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0602296327409602,"gpt":0.3465348487323018,"spread":0.2863052159913416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006262419,0.0008569636,0.0007951963,0.0007240771,0.0004766719,0.0006857211,0.0009151358,0.0006619043,0.00695665],"category_scores_gemma":[0.001025662,0.0003842492,0.0007139617,0.000754667,0.0005546007,0.001051666,0.001156539,0.001177838,0.002574523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461988,"about_ca_system_score_gemma":0.00100592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371766,"about_ca_topic_score_gemma":0.002076519,"domain_scores_codex":[0.999286,0.0002115686,0.00002502757,0.00007167843,0.0003766456,0.0000291177],"domain_scores_gemma":[0.999638,0.0001176592,0.00003031845,0.00005597255,0.0001312091,0.00002691397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006132826,0.00008307626,0.0004063,0.0003315376,0.00007586937,0.00008312825,0.00009152518,0.4758759,0.02192062,0.1160461,0.01036333,0.3746613],"study_design_scores_gemma":[0.000009268572,0.00003583835,0.00007099461,0.00001286119,0.000005685787,0.00006322568,0.000007718876,0.9693695,0.002052456,0.01269067,0.01566628,0.00001540261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003626619,0.00008587998,0.9981311,0.00002488068,0.00002430156,0.00001389781,0.00002690776,0.0001575612,0.001172875],"genre_scores_gemma":[0.03133671,0.0003590515,0.9628363,0.0000643369,0.00006997671,0.0002516085,0.0001814184,0.0001906494,0.00470996],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00695665,"threshold_uncertainty_score":0.02327228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324594416","doi":"10.2514/6.2007-2279","title":"Free Vibration Analysis of Cracked Composite Beams: A Dynamic Finite Element (DFE)","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Vibration; Composite number; Structural engineering; Computer science; Materials science; Acoustics; Engineering; Physics; Composite material","authors":[{"name":"Stephen R. Borneman","is_ca":true},{"name":"Seyed-Mohammad Hashemi","is_ca":true},{"name":"Hekmat Alighanbari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01013960736615716,"gpt":0.2641460585110959,"spread":0.2540064511449387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145243,0.0003964894,0.0003830724,0.0003524233,0.0002579186,0.000261201,0.0007975895,0.0007632893,0.001591121],"category_scores_gemma":[0.0005859865,0.0002434714,0.0003312641,0.0001718609,0.0004240086,0.0004520857,0.0005247359,0.0004703527,0.0004049111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002484534,"about_ca_system_score_gemma":0.0003930392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086165,"about_ca_topic_score_gemma":0.001171441,"domain_scores_codex":[0.999804,0.0000250963,0.000006961603,0.00003229966,0.0001188149,0.00001295958],"domain_scores_gemma":[0.9998358,0.00006666512,0.00001330286,0.00002966969,0.00004472275,0.000009693702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007781066,0.00008750865,0.00195785,0.0001786953,0.00002975021,0.0002069913,0.0001538174,0.6755661,0.1673048,0.0236528,0.0009924213,0.1297915],"study_design_scores_gemma":[0.000003728718,0.00002002356,0.0003348513,0.000005948198,0.000002058475,0.00005764765,0.000006779678,0.986742,0.01006364,0.001066962,0.001689425,0.00000700221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02057621,0.00006050454,0.9771643,0.00003999663,0.00001424975,0.0000231642,0.00005082798,0.0001187884,0.001951973],"genre_scores_gemma":[0.4656912,0.0002064361,0.5284328,0.00005033519,0.00001806774,0.0001734213,0.0001945046,0.00008793737,0.005145287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001591121,"threshold_uncertainty_score":0.005322814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321798531","doi":"10.2514/6.2007-1866","title":"Flexible transonic wing design optimization with discipline-oriented decompositions","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Transonic; Wing; Computer science; Aerospace engineering; Aerodynamics; Engineering","authors":[{"name":"Jonathan Dallaire","is_ca":true},{"name":"Christophe Tribes","is_ca":true},{"name":"Jean‐Yves Trépanier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04105390010617572,"gpt":0.3059006065684188,"spread":0.2648467064622431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050802,0.000959761,0.0007475277,0.0005860729,0.0003062641,0.0007768084,0.0004709481,0.0007470204,0.001631355],"category_scores_gemma":[0.001424216,0.0003967336,0.001044753,0.000553256,0.0004138357,0.0005625742,0.0009683874,0.0009391194,0.0003539054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004881469,"about_ca_system_score_gemma":0.0008597043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026977,"about_ca_topic_score_gemma":0.002211235,"domain_scores_codex":[0.9996428,0.000151706,0.00001410141,0.00004173235,0.00009937864,0.0000502076],"domain_scores_gemma":[0.9995911,0.0001701429,0.0000480901,0.00005287021,0.00009809995,0.0000397631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003484526,0.00003331208,0.0002417315,0.00002825127,0.00001880398,0.00002137249,0.00002192653,0.9750265,0.001868886,0.004040491,0.0001821888,0.01848179],"study_design_scores_gemma":[0.000007454704,0.00003280502,0.00008482658,0.000004541901,0.000003760039,0.00000635159,0.000008386458,0.9972935,0.0004429624,0.001679237,0.0004334888,0.000002610222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04778823,0.0002100079,0.9465151,0.00006894427,0.00002805652,0.00005357431,0.00008433762,0.0001401859,0.005111661],"genre_scores_gemma":[0.5379645,0.0004014712,0.4572245,0.0001080675,0.00003166667,0.0002919944,0.0003434104,0.0001538611,0.003480525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0026977,"threshold_uncertainty_score":0.005557239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2650999765","doi":"10.2514/6.2007-1980","title":"Probabilistic Modeling on Short Crack Growth in Airframe Aluminum Alloys","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"U.S. Air Force","keywords":"Airframe; Probabilistic logic; Aluminium; Materials science; Computer science; Metallurgy; Composite material; Artificial intelligence","authors":[{"name":"Min Liao","is_ca":true},{"name":"Guillaume Renaud","is_ca":true},{"name":"Nick Bellinger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01429300276599949,"gpt":0.2274993655933839,"spread":0.2132063628273844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094712,0.0005393377,0.0009289396,0.000983984,0.0004699348,0.0008814524,0.001605092,0.001673248,0.001926233],"category_scores_gemma":[0.003529204,0.0009686527,0.0007263134,0.0007263768,0.001005713,0.001199766,0.0007217811,0.0006575437,0.000205296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009665968,"about_ca_system_score_gemma":0.0006433477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633872,"about_ca_topic_score_gemma":0.01525065,"domain_scores_codex":[0.9996502,0.0001118601,0.00001879448,0.00005697105,0.000115501,0.00004656929],"domain_scores_gemma":[0.9983045,0.001110247,0.0001934011,0.00007906053,0.0002534264,0.00005931273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001156497,0.000005433612,0.0002168828,0.000008104013,0.000004297516,0.00001751952,0.0000125374,0.9931677,0.0003729029,0.004921546,0.00005433231,0.001207263],"study_design_scores_gemma":[0.000001014211,0.000002170914,0.000062024,7.835985e-7,0.000001085303,0.000002604431,0.000001642807,0.9986802,0.00005493387,0.001152769,0.00003948977,0.00000118986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3924771,0.00138125,0.5964934,0.0007001195,0.00008038599,0.00007002864,0.0003509844,0.0004000069,0.008046715],"genre_scores_gemma":[0.9830754,0.0004105294,0.01176722,0.0000307335,0.00003795348,0.00004314907,0.0001226584,0.00005833845,0.004453958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01633872,"threshold_uncertainty_score":0.03248721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330784219","doi":"10.2514/6.2007-2210","title":"Nonlinear Instabilities in a Single-axis Vibratory Gyroscope","year":2007,"lang":"en","type":"article","venue":"48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gyroscope; Nonlinear system; Control theory (sociology); Physics; Computer science; Artificial intelligence","authors":[{"name":"Samuel F. Asokanthan","is_ca":true},{"name":"Tianfu Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01123905379811108,"gpt":0.2394618176246816,"spread":0.2282227638265705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003150681,0.0001839676,0.0002829865,0.0002949726,0.0004211006,0.000320254,0.0001934028,0.0003659837,0.0005739019],"category_scores_gemma":[0.001001899,0.0001419282,0.0001349071,0.0001161085,0.0005261284,0.0003162104,0.000248967,0.0001818622,0.0000962822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221704,"about_ca_system_score_gemma":0.0002107291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000920617,"about_ca_topic_score_gemma":0.0008056705,"domain_scores_codex":[0.9998556,0.00002665039,0.000006509494,0.0000255171,0.00007093411,0.00001470308],"domain_scores_gemma":[0.9997258,0.00009845952,0.00004963937,0.00002875623,0.00006917134,0.00002822734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005579331,0.00006635322,0.00673257,0.00006957207,0.00003066022,0.0008569373,0.000743593,0.03498459,0.9298133,0.004070198,0.0005243911,0.02154973],"study_design_scores_gemma":[0.00003721446,0.0003940383,0.01382295,0.00001872428,0.00002051375,0.0005252879,0.0001621273,0.7777879,0.2045708,0.001229548,0.001395162,0.00003574786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883901,0.00008935186,0.009866618,0.0001042938,0.00002281321,0.00001318914,0.00002192106,0.00008407817,0.001407673],"genre_scores_gemma":[0.9974155,0.00001728847,0.00209534,0.000009163823,0.000004815829,0.000006019057,0.00001092801,0.000006098726,0.0004347875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000920617,"threshold_uncertainty_score":0.002337456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}