{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":984,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":984,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"1c33f42fd307","filters":{"topic":"Mechanical Behavior of Composites"}},"results":[{"id":"W2168773169","doi":"10.1177/0892705704045187","title":"Fusion Bonding/Welding of Thermoplastic Composites","year":2004,"lang":"en","type":"article","venue":"Journal of Thermoplastic Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":483,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Thermoplastic; Composite material; Thermoplastic composites; Welding; Adhesive bonding; Composite number; Adhesive; Fusion welding; Fusion; Aerospace; Pressing","retraction":null,"screen_n_in":null,"score":{"opus":0.01066043517573478,"gpt":0.2229355757266996,"spread":0.2122751405509648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004612074,0.0003732387,0.0009448385,0.0003719897,0.00008463464,0.0001102484,0.0006003007,0.0001551849,0.0004312515],"category_scores_gemma":[0.00008139262,0.0003133716,0.0002268615,0.0002398776,0.00007561913,0.0002459934,0.0001244287,0.000270265,0.00003866858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686182,"about_ca_system_score_gemma":0.00004154372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006619985,"about_ca_topic_score_gemma":8.917154e-7,"domain_scores_codex":[0.9973594,0.00008956723,0.001417448,0.0001719147,0.000579803,0.0003818722],"domain_scores_gemma":[0.9982314,0.0004661237,0.0005987257,0.0002951001,0.0002058478,0.0002028526],"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":[0.0002327995,0.0001190673,0.0001789249,0.0001628657,0.0001347728,0.00006822628,0.0001619379,0.02836253,0.9694372,0.0008512792,0.00006237139,0.0002280445],"study_design_scores_gemma":[0.00138281,0.0004489842,0.003427928,0.0008978383,0.0002351148,0.0004464188,0.00002254913,0.0002108686,0.9910677,0.001455974,0.00008975884,0.0003140398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861346,0.0004114463,0.01064914,0.00007017568,0.002142099,0.000179882,0.00003219752,0.0001043231,0.0002761664],"genre_scores_gemma":[0.9937237,0.0000470438,0.005847172,0.00001888388,0.0002611569,0.000003255692,0.000005478303,0.00007892436,0.00001441019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02815167,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975260567","doi":"10.1016/j.compositesa.2015.01.025","title":"Predicting low velocity impact damage and Compression-After-Impact (CAI) behaviour of composite laminates","year":2015,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":480,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"China Scholarship Council; Queen's University; Queen's University Belfast; Royal Academy of Engineering","keywords":"Composite laminates; Residual strength; Delamination (geology); Materials science; Ultimate tensile strength; Izod impact strength test; Composite number; Structural engineering; Composite material; Compression (physics); Damage mechanics; Damage tolerance; Finite element method; Subroutine; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01432573854418897,"gpt":0.2546770258731007,"spread":0.2403512873289117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005894262,0.0003816068,0.0004929098,0.0002599923,0.0002425447,0.0002422772,0.0004257098,0.0001012096,0.00001690851],"category_scores_gemma":[0.00001823402,0.0003216205,0.00006860198,0.0002459781,0.0004844611,0.0004781352,0.0004532812,0.0003035941,0.000005375948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387133,"about_ca_system_score_gemma":0.00005337807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005254943,"about_ca_topic_score_gemma":0.000004798936,"domain_scores_codex":[0.997866,0.00002574388,0.0004235567,0.0004707858,0.0006248568,0.0005890071],"domain_scores_gemma":[0.998633,0.0001424036,0.0001097673,0.0003917203,0.0001039802,0.0006191834],"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":[0.0001026452,0.00008806286,0.06827817,0.000131311,0.00003680322,0.00001756174,0.0008417465,0.005755455,0.9210601,0.00003876927,0.00009641808,0.003552929],"study_design_scores_gemma":[0.0005340882,0.0001302163,0.2784182,0.0001508116,0.00005141996,0.00003068963,0.00007596064,0.0342655,0.6858307,0.0001334875,0.00002333338,0.0003556662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980293,0.0003152305,0.0004573974,0.0000134545,0.0001262117,0.0003568439,0.00003690691,0.0002295536,0.0004351264],"genre_scores_gemma":[0.9981043,0.0000206483,0.001730967,0.00001933961,0.00004533075,0.00002953986,0.00001222627,0.00003309289,0.000004575842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2352295,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080470108","doi":"10.1177/002199830003401301","title":"Progressive Fatigue Damage Modeling of Composite Materials, Part I: Modeling","year":2000,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":409,"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":"Materials science; Orthotropic material; Structural engineering; Finite element method; Residual stress; Stress (linguistics); Composite laminates; Stiffness; Composite material; Material failure theory; Composite number; Residual strength; Material properties; Enhanced Data Rates for GSM Evolution; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03121927565592604,"gpt":0.2638097473823275,"spread":0.2325904717264015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006999503,0.0004550681,0.001302108,0.0002557669,0.00009938357,0.0002548817,0.0007014118,0.0002092762,0.001664309],"category_scores_gemma":[0.00001470251,0.0004139027,0.0002110601,0.0001799299,0.00004946433,0.0005425062,0.00008401926,0.0002646872,0.00003794195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008204573,"about_ca_system_score_gemma":0.00003457361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001508299,"about_ca_topic_score_gemma":3.318802e-7,"domain_scores_codex":[0.9961162,0.0002253056,0.002269853,0.0002328757,0.0006613533,0.0004943895],"domain_scores_gemma":[0.9984139,0.00006918173,0.0004848093,0.0004425082,0.0003445259,0.0002450342],"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":[0.0002453225,0.00007693548,0.00001579304,0.0001254518,0.0001000468,0.0000640264,0.0001097966,0.3414584,0.657434,0.0000602577,0.00004503132,0.0002649707],"study_design_scores_gemma":[0.0009249115,0.0002040143,0.00004624397,0.00101573,0.000211638,0.0001787072,0.00001747445,0.1286677,0.8678184,0.0004123849,0.00008708632,0.0004157344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990406,0.0007917669,0.00678072,0.00005540906,0.001123511,0.0003180497,0.0001112848,0.0001284999,0.0002847725],"genre_scores_gemma":[0.9895505,0.000231233,0.009514998,0.00002754378,0.0005048251,0.00001088092,0.00003779323,0.00010431,0.00001793066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2127907,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064819923","doi":"10.1016/j.ijadhadh.2008.06.007","title":"Analytical models of adhesively bonded joints—Part II: Comparative study","year":2008,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":401,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Adhesive; Isotropy; Materials science; Adhesive bonding; Nonlinear system; Lap joint; Structural engineering; Table (database); Range (aeronautics); Composite material; Computer science; Engineering; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.07127062949019151,"gpt":0.3080182893550054,"spread":0.2367476598648138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764932,0.0001828034,0.0004816476,0.0002857468,0.00006369068,0.00002105671,0.0003614528,0.00006094176,0.0001218849],"category_scores_gemma":[0.00005766518,0.0001534141,0.0001654695,0.00009985517,0.00009968182,0.0003695267,0.00009309435,0.000242953,0.000006173698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000412585,"about_ca_system_score_gemma":0.00004083824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003209336,"about_ca_topic_score_gemma":0.000001118462,"domain_scores_codex":[0.9981905,0.0000636252,0.0007808727,0.0001358733,0.0006897004,0.0001394567],"domain_scores_gemma":[0.9987729,0.0001785996,0.0002471342,0.0001117538,0.0005230621,0.0001665227],"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":[0.002358851,0.005504852,0.03154609,0.00009484093,0.003291602,0.001950949,0.0194642,0.007292107,0.8936734,0.01670622,0.01545943,0.002657428],"study_design_scores_gemma":[0.007935346,0.005576105,0.08390182,0.0007661228,0.0004384287,0.00169791,0.005146002,0.03421443,0.8513091,0.005766646,0.002166217,0.001081928],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979628,0.0003666143,0.0001953712,0.0001414375,0.0003819338,0.000116016,0.00001027919,0.00002545325,0.0008000791],"genre_scores_gemma":[0.9984446,0.0002592714,0.0009978354,0.00003074053,0.0001293253,0.000002249233,0.000001740818,0.00001476724,0.0001195205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05235573,"threshold_uncertainty_score":0.6256044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094853625","doi":"10.1016/j.compositesa.2011.01.007","title":"Experimental study of the effect of automated fiber placement induced defects on performance of composite laminates","year":2011,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":320,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; McGill University","funders":"National Research Council Canada","keywords":"Materials science; Fiber; Composite material; Composite laminates; Tension (geology); Composite number; Lamina; Compression (physics); Structural engineering; Shear (geology); Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01666725458611585,"gpt":0.2358218679379225,"spread":0.2191546133518066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003071417,0.0002028105,0.0003353767,0.0001350089,0.0001289849,0.00001398627,0.0004327279,0.00003956269,0.00001456656],"category_scores_gemma":[0.000004037181,0.0001423307,0.00003878365,0.0001957467,0.0001921834,0.00009196184,0.0002350972,0.0001204834,0.000002975716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003672474,"about_ca_system_score_gemma":0.000008244457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007563066,"about_ca_topic_score_gemma":5.513734e-7,"domain_scores_codex":[0.9987063,0.0000292742,0.0003341904,0.0002339229,0.0004639839,0.000232346],"domain_scores_gemma":[0.9993266,0.0001058376,0.0001203994,0.0003548032,0.00002686651,0.00006545112],"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":[0.0001087173,0.0001889464,0.003062824,0.0001039206,0.00001932284,4.600589e-7,0.0009711447,0.0017057,0.993446,0.00001895259,0.00000340665,0.0003705946],"study_design_scores_gemma":[0.0006448039,0.001700212,0.04464634,0.00009940134,0.00003689303,0.000001629668,0.00009279964,0.004359219,0.9482868,0.000001212867,0.00000191443,0.0001287913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979194,0.00002505774,0.000002298166,4.838293e-7,0.00009688619,0.0006985319,0.000001625485,0.0001006225,0.001155053],"genre_scores_gemma":[0.9998206,0.00000109508,0.0001090752,0.000003205719,0.000005030582,0.00004400013,6.253256e-7,0.00001370365,0.000002690332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04515923,"threshold_uncertainty_score":0.5804077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030897257","doi":"10.1016/s0263-8223(03)00057-6","title":"Evaluation of bias-extension and picture-frame test methods for the measurement of intraply shear properties of PP/glass commingled fabrics","year":2003,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":239,"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":"","keywords":"Frame (networking); Shear (geology); Displacement (psychology); Materials science; Structural engineering; Kinematics; Direct shear test; Extension (predicate logic); Test method; Computer science; Composite material; Mathematics; Mechanical engineering; Engineering; Physics; Statistics; Classical mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.1071905618480013,"gpt":0.3198654168640633,"spread":0.212674855016062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001919742,0.0001880309,0.0003972109,0.00007330607,0.00006171929,0.00001732014,0.0001969758,0.00009486014,0.0000106506],"category_scores_gemma":[0.0009502633,0.0001252539,0.00009114071,0.0001473681,0.0001143535,0.00004623211,0.00003765201,0.0001331356,8.037553e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000451609,"about_ca_system_score_gemma":0.00003362916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008842253,"about_ca_topic_score_gemma":0.000002832489,"domain_scores_codex":[0.9983238,0.0002451418,0.0004830668,0.0001613395,0.0006348553,0.0001518158],"domain_scores_gemma":[0.9979871,0.00050041,0.000161418,0.0003803945,0.00092654,0.0000441639],"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":[0.00003243442,0.00002642056,0.0002183156,0.0002344376,0.00008719369,4.133513e-8,0.0002853012,0.008436814,0.9710358,0.0006875087,0.00003252218,0.01892318],"study_design_scores_gemma":[0.0005596816,0.0001631633,0.0067708,0.0001185062,0.0004756375,0.000004070629,0.00005241902,0.06512073,0.9239779,0.002438879,0.0001930178,0.0001252618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265723,0.01150194,0.06035333,0.00003590267,0.0002922211,0.001097751,0.00001582981,0.00004364616,0.00008708577],"genre_scores_gemma":[0.9405352,0.00004861969,0.05933843,0.00001189043,0.00001487241,0.0000239368,0.000002219885,0.00002408127,6.985912e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05668391,"threshold_uncertainty_score":0.5107704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036257555","doi":"10.1177/002199830003401302","title":"Progressive Fatigue Damage Modeling of Composite Materials, Part II: Material Characterization and Model Verification","year":2000,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":231,"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":"Materials science; Composite material; Epoxy; Composite laminates; Residual strength; Stiffness; Structural engineering; Composite number; Tension (geology); Compression (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.0223865074354443,"gpt":0.2469886645071789,"spread":0.2246021570717346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004401534,0.0003399912,0.00084991,0.0001874861,0.0001217352,0.0002394017,0.0003353304,0.0001826164,0.0006395726],"category_scores_gemma":[0.000008431515,0.0003210588,0.00007788108,0.0001122786,0.00005752984,0.0006435211,0.00006973292,0.0001272573,0.000006717323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005290101,"about_ca_system_score_gemma":0.00002482825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004301837,"about_ca_topic_score_gemma":1.053004e-7,"domain_scores_codex":[0.9973674,0.0001506473,0.001574466,0.0002081183,0.0004032961,0.0002960429],"domain_scores_gemma":[0.9987455,0.00002502042,0.0005429084,0.0002983022,0.0002340282,0.0001542687],"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":[0.0004921695,0.00009027222,0.00002002677,0.0001593372,0.00006360671,0.00001292892,0.000223596,0.03424928,0.9638777,0.0001356783,0.00001758848,0.0006577563],"study_design_scores_gemma":[0.0006745434,0.0001908631,0.0006322621,0.0004424701,0.0001440648,0.00008132984,0.000005748975,0.05827673,0.9390283,0.0001606032,0.00007067926,0.0002924316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928744,0.0001056886,0.005353132,0.00006008391,0.0007838519,0.000344298,0.0003472345,0.00008697779,0.00004433958],"genre_scores_gemma":[0.9936999,0.0002664063,0.005332855,0.00001978775,0.0003338724,0.00001481265,0.000238554,0.00007042111,0.00002337537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02484948,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113869418","doi":"10.1177/0892705712456031","title":"Process and performance evaluation of ultrasonic, induction and resistance welding of advanced thermoplastic composites","year":2012,"lang":"en","type":"article","venue":"Journal of Thermoplastic Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Deutscher Akademischer Austauschdienst","keywords":"Materials science; Welding; Composite material; Ultrasonic welding; Electric resistance welding; Plastic welding; Thermoplastic; Heat-affected zone; Filler metal; Arc welding","retraction":null,"screen_n_in":null,"score":{"opus":0.01592933657416665,"gpt":0.2556056988338376,"spread":0.239676362259671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009800305,0.000188201,0.0005197617,0.0001551051,0.00004657147,0.00002599917,0.0001365059,0.00007785019,0.00005974626],"category_scores_gemma":[0.00009851632,0.0001604889,0.00003741822,0.000115739,0.00007092876,0.0004267575,0.00002994082,0.0001204518,7.295673e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004734806,"about_ca_system_score_gemma":0.00001991948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.143839e-7,"about_ca_topic_score_gemma":3.852359e-7,"domain_scores_codex":[0.9983352,0.0001218471,0.0007753705,0.00009597519,0.0004737488,0.0001977951],"domain_scores_gemma":[0.9986029,0.0003218994,0.0005448139,0.0001237784,0.0003080928,0.00009848816],"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":[0.0003256341,0.00005004997,0.003321359,0.0004341594,0.00006820952,3.907351e-7,0.0003934837,0.003774899,0.99012,0.00004342247,0.000003039295,0.001465352],"study_design_scores_gemma":[0.0007784546,0.0001901947,0.1095511,0.0007752951,0.0003193709,0.00009267272,0.00006304551,0.0009392501,0.8870271,0.0001119701,0.000003467761,0.0001479781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967869,0.001923403,0.0003654885,0.00001095228,0.0006079428,0.0001992926,0.00001195837,0.00001840843,0.00007568257],"genre_scores_gemma":[0.9979153,0.0001601632,0.001793749,0.000001994242,0.00009191599,0.000005560681,0.000002015017,0.00002711959,0.000002150895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062298,"threshold_uncertainty_score":0.6544548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767006931","doi":"10.1016/j.compositesb.2017.10.016","title":"Experimental and numerical studies on the impact response of damage-tolerant hybrid unidirectional/woven carbon-fibre reinforced composite laminates","year":2017,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":216,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Royal Academy of Engineering; Bombardier","keywords":"Materials science; Composite material; Composite laminates; Delamination (geology); Composite number; Woven fabric; Damage tolerance; Finite element method; Deformation (meteorology); Structural engineering; Indentation; Constitutive equation","retraction":null,"screen_n_in":null,"score":{"opus":0.02270187746238049,"gpt":0.2787473824644248,"spread":0.2560455050020443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003155177,0.0003929477,0.0005199071,0.0001208883,0.0002718213,0.000128956,0.0004522715,0.00006458593,0.00001389608],"category_scores_gemma":[0.0001554971,0.0003073997,0.0001430797,0.00008517673,0.0001284403,0.0001608586,0.0002260317,0.0002988529,0.000005288537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234749,"about_ca_system_score_gemma":0.0000115985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001605427,"about_ca_topic_score_gemma":1.237966e-7,"domain_scores_codex":[0.9986334,0.00006420852,0.0004251317,0.0002607642,0.0002726089,0.0003439227],"domain_scores_gemma":[0.9980871,0.0008635703,0.0001186518,0.0007189437,0.00006674301,0.0001449921],"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":[0.0001633374,0.00002430342,0.0004828323,0.00004346064,0.0001809299,0.00002640372,0.0002129836,0.1534737,0.8448666,0.0003912347,0.00009982376,0.00003431537],"study_design_scores_gemma":[0.0002698744,0.0001900097,0.006561161,0.000224656,0.00002745545,0.0000338452,0.00002827725,0.3362934,0.6560649,0.000007031542,0.00005563232,0.000243718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997126,0.001283004,0.0003775917,0.0001007596,0.0003906897,0.0002625937,0.00002288664,0.0002650438,0.0001714138],"genre_scores_gemma":[0.9992633,0.00002174368,0.0004601717,0.00001051093,0.00008090179,0.00004582505,0.000007803066,0.00006577232,0.00004391286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888017,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061915637","doi":"10.1016/j.ijimpeng.2007.07.007","title":"Ballistic impact response of laminated composite panels","year":2007,"lang":"en","type":"article","venue":"International Journal of Impact Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":182,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Ontario Centres of Excellence","keywords":"Projectile; Ballistic limit; Armour; Materials science; Kevlar; Ballistic impact; Conical surface; Composite material; Structural engineering; Composite number; Delamination (geology); Ballistics; Sandwich-structured composite; Parametric statistics; Computer simulation; Penetration (warfare); Engineering; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.01089937174467074,"gpt":0.2949008000291167,"spread":0.2840014282844459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008245992,0.0002001645,0.000324075,0.0005939981,0.000009046375,0.00004032958,0.0004883528,0.00008170917,0.0001211964],"category_scores_gemma":[0.0003145836,0.0001725749,0.0002956272,0.0001956632,0.00001576368,0.0002531148,0.00003420809,0.0003073103,0.000006232402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004132921,"about_ca_system_score_gemma":0.00003652955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008026385,"about_ca_topic_score_gemma":2.518145e-7,"domain_scores_codex":[0.9983556,0.00002140244,0.000742714,0.00006843124,0.000552268,0.0002596293],"domain_scores_gemma":[0.9985318,0.0005476016,0.0001829315,0.0001290556,0.0003934556,0.0002151331],"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":[0.0004765333,0.00003624661,0.001534622,0.00001151441,0.0003041359,0.0002007374,0.00008953467,0.2169541,0.7791092,0.00003553648,0.00003800522,0.001209844],"study_design_scores_gemma":[0.00117054,0.0004888703,0.3876339,0.0004285717,0.00007167703,0.0009153332,0.00001987475,0.04885042,0.5599341,0.00004521165,0.0001258587,0.0003156372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946502,0.0002124702,0.1042218,0.00001832886,0.0007171366,0.00004602162,0.00002602033,0.00005830904,0.00004972919],"genre_scores_gemma":[0.9961658,0.00002168628,0.003590931,0.000005345267,0.0001651907,3.90817e-7,0.000004027158,0.00003998973,0.000006629597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3860992,"threshold_uncertainty_score":0.7037399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069646913","doi":"10.1016/s0266-3538(00)00138-x","title":"The study of tapered laminated composite structures: a review","year":2000,"lang":"en","type":"review","venue":"Composites Science and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":166,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Delamination (geology); Materials science; Parametric statistics; Composite number; Finite element method; Structural engineering; Composite material; Stress (linguistics); Damage tolerance; Engineering; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02259874831803403,"gpt":0.2994516460536337,"spread":0.2768528977355997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000451736,0.0004559729,0.0016015,0.0005828468,0.000392853,0.00008662223,0.002093461,0.0002534695,0.00001893385],"category_scores_gemma":[0.00007332822,0.0002934682,0.0001016505,0.003292525,0.001088033,0.00009203295,0.0003912453,0.0006374052,0.00001516825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000780878,"about_ca_system_score_gemma":0.0000993514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003410101,"about_ca_topic_score_gemma":0.000004091438,"domain_scores_codex":[0.997589,0.00007680088,0.0008461706,0.0005151931,0.0004968683,0.0004759961],"domain_scores_gemma":[0.9981561,0.0002662399,0.0001970815,0.00107679,0.0002056786,0.00009806312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001184363,0.00005069548,0.000005559149,0.004326342,0.00005112826,0.000009958138,0.00001354763,0.000001427144,0.0006420623,0.0005353859,0.0001192663,0.9942434],"study_design_scores_gemma":[0.0002880602,0.0005958612,0.00001337556,0.01819911,0.001255522,0.0003019893,0.00004037929,0.0002469755,0.0005747618,0.0004242274,0.9773322,0.0007275798],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002529219,0.9950703,0.000005136356,0.00003926726,0.0001410188,0.001579606,0.00001077526,0.0003608548,0.000263834],"genre_scores_gemma":[0.003415803,0.9961725,0.0001932042,0.00001127842,0.00001124144,0.0001356592,0.000006864394,0.00003780786,0.00001566432],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9935158,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019848710","doi":"10.1016/j.compstruct.2020.112407","title":"Theory-guided machine learning for damage characterization of composites","year":2020,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":144,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Composite laminates; Materials science; Damage mechanics; Isotropy; Characterization (materials science); Composite material; Composite number; Finite element method; Artificial neural network; Structural engineering; Displacement (psychology); Experimental data; Computer science; Artificial intelligence; Engineering; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01788515313152309,"gpt":0.2424997939683372,"spread":0.2246146408368141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007380368,0.0002310866,0.0003634994,0.00006805188,0.00008633564,0.00004566002,0.0003142341,0.00008889655,0.000124262],"category_scores_gemma":[0.00004001874,0.0002236059,0.0001191317,0.0001633478,0.00004188719,0.0001071764,0.00006621746,0.0002062622,0.000005397846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001583741,"about_ca_system_score_gemma":0.000005682709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001540429,"about_ca_topic_score_gemma":2.467026e-7,"domain_scores_codex":[0.9989697,0.00006362262,0.0003752917,0.0002116237,0.0001644433,0.0002152872],"domain_scores_gemma":[0.9993756,0.0001438269,0.00009368837,0.0001786429,0.00007845341,0.0001297915],"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":[0.000072334,0.000007292697,0.001324535,0.000177119,0.00004797562,0.000001428193,0.0003379288,0.007701834,0.984871,0.004091875,0.00004423659,0.001322466],"study_design_scores_gemma":[0.0005291998,0.0001394079,0.009909152,0.0000260682,0.00007471472,0.000004296177,0.000006448598,0.1243487,0.8624458,0.001277702,0.0009779959,0.0002604932],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8781869,0.000159556,0.1202951,0.00009612564,0.000166285,0.0003607034,0.00009074978,0.0004053883,0.0002391523],"genre_scores_gemma":[0.9914823,0.00001345971,0.00774746,0.000122655,0.0001172786,0.00001324612,0.0004273668,0.00006115325,0.00001509609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224252,"threshold_uncertainty_score":0.9118384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2335857027","doi":"10.1177/0021998315613129","title":"Characterization of mechanical properties of randomly oriented strand thermoplastic composites","year":2015,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Research Council Canada; Pratt and Whitney Canada; McGill University","keywords":"Materials science; Composite material; Ultimate tensile strength; Composite number; Thermoplastic composites; Shear (geology); Peek; Formability; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.02228595941151695,"gpt":0.2188261099294703,"spread":0.1965401505179533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000557332,0.000201038,0.0008870896,0.0001778294,0.00001858757,0.00003846774,0.0002840357,0.000101495,0.00005580828],"category_scores_gemma":[0.00005428045,0.0001539683,0.0001189982,0.000140071,0.00005355819,0.0002427061,0.00004428059,0.0001129081,0.000004382061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584962,"about_ca_system_score_gemma":0.00003841255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002902778,"about_ca_topic_score_gemma":2.740951e-7,"domain_scores_codex":[0.9977493,0.000162572,0.001340387,0.00008866385,0.0004883694,0.000170693],"domain_scores_gemma":[0.9985157,0.00007443271,0.0005750516,0.000176896,0.000507962,0.0001500068],"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":[0.001392299,0.0001163369,0.00007238562,0.0001788711,0.0001144074,0.00000711336,0.0001926428,0.0006958492,0.9969415,0.0001953495,0.00001371341,0.00007952728],"study_design_scores_gemma":[0.002438672,0.0004274789,0.000710267,0.0005046776,0.0001588197,0.00005787289,0.00001661151,0.0004968215,0.9949179,0.00007116987,0.00005833169,0.0001413525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990372,0.0002342005,0.008132922,0.00003377545,0.0009068608,0.0002156356,0.00003701973,0.00003591775,0.00003166597],"genre_scores_gemma":[0.9984992,0.0000463351,0.001280905,0.000006841648,0.0001129839,0.000002909211,0.00001128878,0.00003393979,0.000005598243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008127196,"threshold_uncertainty_score":0.6278646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059013530","doi":"10.1016/s0266-3538(03)00198-2","title":"An experimental investigation on the effect of multi-angle filament winding on the strength of tubular composite structures","year":2003,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Materials science; Filament winding; Ultimate tensile strength; Composite number; Composite material; Protein filament; Stress (linguistics); Structural engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01674267309147643,"gpt":0.2510655464354717,"spread":0.2343228733439953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000385041,0.0001501792,0.000185628,0.0002132788,0.0002046747,0.00003160771,0.0004933759,0.00007282342,0.00001576139],"category_scores_gemma":[0.00008342606,0.0000869657,0.0000247386,0.0005536475,0.0008353706,0.00007446126,0.00005547043,0.00018295,0.000001700383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004147959,"about_ca_system_score_gemma":0.00001089457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002448233,"about_ca_topic_score_gemma":6.065287e-7,"domain_scores_codex":[0.9990482,0.00007341957,0.0001877315,0.0002060518,0.0002916426,0.000192933],"domain_scores_gemma":[0.99916,0.0002715731,0.00006354236,0.0004143764,0.00004384007,0.0000466898],"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":[0.00000552047,0.00002559193,0.003381454,0.000007461313,0.00000637719,5.447966e-7,0.00008143648,0.0003898012,0.9571796,0.0385979,0.000008175924,0.000316155],"study_design_scores_gemma":[0.0001855825,0.0009922946,0.000950839,0.00004327341,0.00001167491,0.000004555212,0.00008127993,0.00750761,0.9896919,0.0004320707,0.00001255241,0.00008636779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990376,0.0001906523,0.00007822576,0.0001177662,0.00007450587,0.0003034775,0.000003644225,0.00008420072,0.000109979],"genre_scores_gemma":[0.9989423,0.000003200183,0.0009936055,0.00002558579,0.000003939488,0.00001971199,0.000001375009,0.000009434229,9.049533e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03816583,"threshold_uncertainty_score":0.3546358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071780141","doi":"10.1016/j.matdes.2014.03.020","title":"The effect of strain-rate on the tensile and compressive behavior of graphene reinforced epoxy/nanocomposites","year":2014,"lang":"en","type":"article","venue":"Materials & Design (1980-2015)","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Ultimate tensile strength; Materials science; Epoxy; Composite material; Scanning electron microscope; Nanocomposite; Graphene; Strain rate; Modulus; Young's modulus; Compressive strength; Dispersion (optics); Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.0118685004551072,"gpt":0.2299008305811963,"spread":0.2180323301260891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281527,0.0003479077,0.0006244192,0.00007284772,0.0001492913,0.0001098548,0.0004607433,0.0001363482,0.0000923563],"category_scores_gemma":[0.000106297,0.0002000402,0.00009638799,0.0001156254,0.0001997643,0.00007540249,0.00009211012,0.0001320672,0.00002774407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001513798,"about_ca_system_score_gemma":0.00000766658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003111101,"about_ca_topic_score_gemma":9.989942e-7,"domain_scores_codex":[0.9978588,0.0006588068,0.0006250755,0.0002289473,0.0002787074,0.0003496286],"domain_scores_gemma":[0.9967918,0.002133026,0.0002384564,0.0006598902,0.00008545379,0.00009131881],"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":[0.0001241644,0.00001074413,0.0001057287,0.00007684808,0.00004749496,0.000002292599,0.00006355042,0.0007171868,0.9957628,0.002388522,0.0002665066,0.0004341425],"study_design_scores_gemma":[0.0005696881,0.0008713879,0.003213957,0.0001405946,0.0001708239,0.000007132978,0.00001208568,0.0009013439,0.9936962,0.000126755,0.00007739753,0.0002126584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962091,0.0001804845,0.00178138,0.00005989118,0.0003663913,0.001139869,0.00006831741,0.0001033928,0.00009120566],"genre_scores_gemma":[0.9990792,0.00002382961,0.0005261623,0.0000229644,0.0000537186,0.0001782701,0.00001463282,0.00005665073,0.00004456796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003108229,"threshold_uncertainty_score":0.8157401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767096371","doi":"10.3390/nano7110360","title":"Use of Nanoparticles for Enhancing the Interlaminar Properties of Fiber-Reinforced Composites and Adhesively Bonded Joints—A Review","year":2017,"lang":"en","type":"review","venue":"Nanomaterials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Chinese Academy of Agricultural Sciences; Natural Sciences and Engineering Research Council of Canada; Mitacs; Killam Trusts","keywords":"Materials science; Composite material; Fracture toughness; Delamination (geology); Toughness; Ceramic; Fracture (geology); Composite number; Nanoparticle; Fracture mechanics; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.1436889228014371,"gpt":0.3190659695164635,"spread":0.1753770467150264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005372827,0.0004051554,0.00260383,0.00007107696,0.00007581496,0.0001039557,0.0004853572,0.0001770073,0.00004268333],"category_scores_gemma":[0.0004121501,0.0002498209,0.0003416716,0.0000503044,0.0001234907,0.0001779174,0.0001666013,0.00007308298,0.000009951136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002799678,"about_ca_system_score_gemma":0.00004524223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008081958,"about_ca_topic_score_gemma":0.000001596227,"domain_scores_codex":[0.9977037,0.0001411478,0.001530575,0.0002197586,0.0001634908,0.0002412848],"domain_scores_gemma":[0.9979577,0.000403606,0.0007887321,0.0006710871,0.0001250142,0.00005387462],"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":[0.00001138588,0.000006675787,7.300912e-8,0.1229052,0.0001107907,7.523474e-7,0.00002926353,5.764687e-7,0.8293101,0.00006096699,0.0001524685,0.0474118],"study_design_scores_gemma":[0.00008311429,0.00009007219,5.943178e-7,0.09197193,0.0009040943,0.00001700455,0.00000143529,0.000007940792,0.7493994,0.000003796514,0.1573003,0.0002203055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02038571,0.9769058,0.000008091234,0.000009522971,0.0002452963,0.002237697,0.0001381334,0.00006176001,0.000007936514],"genre_scores_gemma":[0.004445635,0.9941152,0.0007773921,0.000008084118,0.00004364745,0.0003606012,0.00002470879,0.00007411092,0.0001506219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1571479,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079809016","doi":"10.1016/j.ijsolstr.2009.01.031","title":"A cohesive zone model for fatigue crack growth allowing for crack retardation","year":2009,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":117,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Paris' law; Structural engineering; Finite element method; Traction (geology); Cohesive zone model; Crack closure; Aluminium; Stress concentration; Fatigue testing; Stress (linguistics); Fracture mechanics; Composite material; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02442925507940399,"gpt":0.291612575075585,"spread":0.267183319996181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001039765,0.0001099197,0.0001800424,0.0001027678,0.00003835874,0.0000831144,0.0001971824,0.0000629921,0.0000079427],"category_scores_gemma":[0.00007903217,0.00009498722,0.0001195707,0.00002105208,0.00001217205,0.0002355507,0.000009399968,0.0001055381,1.299807e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003976398,"about_ca_system_score_gemma":0.00001474374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.334044e-7,"about_ca_topic_score_gemma":0.000001120022,"domain_scores_codex":[0.9992301,0.000005943123,0.0003387099,0.00008223787,0.0002292331,0.0001137687],"domain_scores_gemma":[0.9992701,0.00009303356,0.0001086429,0.0000456449,0.0004164792,0.00006607994],"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":[0.00116273,0.00009387964,0.0005489443,0.0001343962,0.0008442323,0.00003669937,0.001735794,0.2986125,0.4828754,0.1143755,0.00781224,0.09176768],"study_design_scores_gemma":[0.001894574,0.0003623097,0.004309552,0.0001108021,0.0001136161,0.0001052921,0.00003703836,0.7505798,0.05499641,0.1868361,0.000386595,0.0002678245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3786604,0.0001629849,0.6199,0.0006748646,0.0003748906,0.0001301295,0.00003725629,0.00001784402,0.00004159432],"genre_scores_gemma":[0.9466611,0.00005362402,0.05273877,0.000170983,0.0003286445,0.000003708073,0.00001356483,0.00001206352,0.00001755359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5680007,"threshold_uncertainty_score":0.3873466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039891364","doi":"10.1177/0021998306069891","title":"Multi-scale Analyses of 3D Woven Composite Based On Periodicity Boundary Conditions","year":2006,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta","keywords":"Materials science; Composite material; Composite number; Yarn; Stiffness; Transfer molding; Boundary value problem; Finite element method; Mesoscopic physics; Ultimate tensile strength; Structural engineering; Mathematics; Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.02514475187819146,"gpt":0.2940575293495225,"spread":0.268912777471331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003426284,0.0002913669,0.0008795851,0.0003689451,0.0001121911,0.0001611665,0.0003749017,0.0001260198,0.0004384131],"category_scores_gemma":[0.00001218028,0.0002613474,0.0002449385,0.0001961599,0.0001111951,0.0001968529,0.0000367742,0.0002131109,0.00002502776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013412,"about_ca_system_score_gemma":0.00003873765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003795787,"about_ca_topic_score_gemma":0.000003477159,"domain_scores_codex":[0.9976207,0.0001709063,0.001282553,0.0001466635,0.0005064316,0.0002727444],"domain_scores_gemma":[0.9986424,0.0001805921,0.0004916812,0.0003137316,0.0002378666,0.0001336625],"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":[0.0001461298,0.0003060112,0.001283303,0.00007365266,0.00006322819,0.00003478811,0.00001828861,0.04955611,0.9481042,0.00001766759,0.0003549017,0.00004168175],"study_design_scores_gemma":[0.001220385,0.000261213,0.05446291,0.0002868944,0.000222442,0.0000396299,0.000004334476,0.005650317,0.937216,0.00007533433,0.0003174591,0.000243059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988418,0.0002456967,0.009766925,0.00006905099,0.0006667012,0.0001652758,0.0002510834,0.00008055795,0.0003367534],"genre_scores_gemma":[0.9726169,0.00001179513,0.02698545,0.00006539711,0.0001995765,0.000004548705,0.00005587556,0.00004518922,0.00001527513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0531796,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751667444","doi":"10.1016/j.compositesb.2017.09.009","title":"A micromechanical study of stress concentrations in composites","year":2017,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":113,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Representative elementary volume; Composite material; Volume fraction; Microstructure; Stress (linguistics); Stiffness; Finite element method; Phase (matter); Matrix (chemical analysis); Micromechanics; Fiber; Range (aeronautics); Stress concentration; Composite number; Structural engineering; Fracture mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.02052693644214118,"gpt":0.2536318179708235,"spread":0.2331048815286823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001241289,0.0002833997,0.0004910211,0.0001598657,0.0001207544,0.0001313269,0.0007369898,0.00009849491,0.00003208379],"category_scores_gemma":[0.00004930303,0.0003200572,0.00008003083,0.0001274647,0.00003415797,0.0002483766,0.0001715635,0.0003123059,0.0000142626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006168264,"about_ca_system_score_gemma":0.000009180578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000364751,"about_ca_topic_score_gemma":0.00005730439,"domain_scores_codex":[0.998508,0.00002489192,0.0005774613,0.0002697613,0.0002339171,0.0003859144],"domain_scores_gemma":[0.9987252,0.0001552823,0.00008745866,0.0008366861,0.00005575788,0.0001395708],"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":[0.00001219474,0.000435461,0.05449539,0.0000932074,0.00006423458,0.00003825535,0.0002672362,0.125772,0.8178259,0.0007686954,0.00004936761,0.0001781065],"study_design_scores_gemma":[0.002095034,0.0003420391,0.08344961,0.0004578955,0.00008816016,0.00001398863,0.00009957183,0.345748,0.5666394,0.00002897905,0.0003286113,0.0007087746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952298,0.0002446018,0.00305361,0.00002907244,0.0004617885,0.0004755862,0.00002511321,0.0002620932,0.0002182723],"genre_scores_gemma":[0.9977865,0.00001628088,0.001996056,0.000004235576,0.00006448488,0.00005717946,0.00001472712,0.00005199444,0.000008574391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2511865,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984364652","doi":"10.1016/j.compositesa.2006.10.007","title":"Simulation of progressive damage development in braided composite tubes under axial compression","year":2006,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":108,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; General Motors Corporation","keywords":"Finite element method; Structural engineering; Materials science; LS-DYNA; Ultimate tensile strength; Composite number; Damage mechanics; Material failure theory; Fracture mechanics; Compression (physics); Composite material; Mechanics; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01417530928422407,"gpt":0.242720036022213,"spread":0.2285447267379889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002505357,0.0002161142,0.0002838321,0.0002770329,0.0001926778,0.0001002475,0.000284157,0.00006606379,0.00001307291],"category_scores_gemma":[0.000004452575,0.0002055854,0.00002348626,0.0002332386,0.0002226701,0.0002524078,0.0001821803,0.0001567463,0.000005651098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000928955,"about_ca_system_score_gemma":0.00002897423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007570955,"about_ca_topic_score_gemma":0.000007264691,"domain_scores_codex":[0.998364,0.00001371835,0.0004411163,0.0003354313,0.0004745787,0.0003710965],"domain_scores_gemma":[0.9994442,0.0001528935,0.00005525314,0.0002039787,0.00004852546,0.00009511545],"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":[0.00001623332,0.00004197582,0.0008199685,0.00004335082,0.000003256263,0.000002671009,0.0001004845,0.3235081,0.6737455,0.0003313549,0.000005814105,0.001381321],"study_design_scores_gemma":[0.000396762,0.00001531186,0.04878587,0.0001023349,0.000008030532,0.000001724013,0.00001895285,0.08893704,0.8610665,0.0003162739,0.0001305599,0.0002206559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934515,0.0001111182,0.004922763,0.00001191099,0.00008816274,0.0003801963,0.000001804438,0.0001362575,0.0008963348],"genre_scores_gemma":[0.9958473,0.000001893077,0.004033229,0.00001739123,0.00003375908,0.00002986036,0.00001454179,0.00001752998,0.000004524531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.234571,"threshold_uncertainty_score":0.8383527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110505529","doi":"10.1016/j.engfracmech.2014.04.004","title":"A growing library of three-dimensional cohesive elements for use in ABAQUS","year":2014,"lang":"en","type":"article","venue":"Engineering Fracture Mechanics","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Illinois at Urbana-Champaign; National Science Foundation","keywords":"Finite element method; Compatibility (geochemistry); Source code; Computer science; Software; Structural engineering; Deformation (meteorology); Engineering; Programming language; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.009509536727614008,"gpt":0.1987811596279063,"spread":0.1892716229002923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001687325,0.0002534346,0.0003482765,0.0001864399,0.00001876188,0.00002717852,0.0002267403,0.0001757279,0.00003786663],"category_scores_gemma":[0.0001270178,0.0002667662,0.0001111144,0.0001870743,0.000003644486,0.0004244348,0.0000544557,0.0002799382,0.000004678525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003971809,"about_ca_system_score_gemma":0.00001049003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004606082,"about_ca_topic_score_gemma":0.000004518284,"domain_scores_codex":[0.9988021,0.00001224718,0.0004194437,0.0002128784,0.000210685,0.0003426013],"domain_scores_gemma":[0.9991229,0.0004192455,0.00005180221,0.0002783176,0.00002797666,0.00009979245],"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":[0.00003507655,0.00005580599,0.0004405829,0.0002741184,0.00006643574,0.000008389677,0.00004124055,0.8141957,0.1683501,0.0135618,0.0006522022,0.002318558],"study_design_scores_gemma":[0.0005110795,0.00007836549,0.0004818712,0.0001500509,0.00002629371,0.000002993828,0.000001893186,0.831246,0.1619077,0.00113925,0.004181386,0.0002731309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3188146,0.0001816199,0.6795259,0.00004773342,0.0005689834,0.0004135981,0.00002934623,0.0004043183,0.000013912],"genre_scores_gemma":[0.8924397,0.00000392457,0.1071761,0.00009257017,0.00008462877,0.0000514291,0.00004144595,0.0001025635,0.000007655025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5736251,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2571400295","doi":"10.1016/j.compositesb.2016.12.056","title":"Progressive damage modeling in carbon fibers/carbon nanotubes reinforced polymer composites","year":2017,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Naval Research; Ministry of Defense; Ontario Ministry of Research, Innovation and Science","keywords":"Materials science; Composite material; Orthotropic material; Delamination (geology); Carbon nanotube; Epoxy; Finite element method; Ultimate tensile strength; Composite number; Damage mechanics; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01879800320774987,"gpt":0.2332396509276117,"spread":0.2144416477198618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001911412,0.0006228954,0.0006871566,0.0003308848,0.00017677,0.000367255,0.001010868,0.0002542303,0.00002329623],"category_scores_gemma":[0.00005943402,0.000698177,0.0001587534,0.0001886203,0.00006030013,0.0003989317,0.0003181984,0.0006275328,0.00001476609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650226,"about_ca_system_score_gemma":0.00001835892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008504557,"about_ca_topic_score_gemma":0.000008632474,"domain_scores_codex":[0.9974665,0.00002748819,0.0007063301,0.0005068067,0.0003986313,0.0008942442],"domain_scores_gemma":[0.9981661,0.0001302925,0.0001076991,0.001250421,0.00006652714,0.000278904],"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":[0.00001812305,0.00001941718,0.001609567,0.000109377,0.00004836923,0.0001093307,0.0001197061,0.4659732,0.5313575,0.000487647,0.000009468596,0.0001382168],"study_design_scores_gemma":[0.0004772138,0.0000416832,0.0004087724,0.0004297085,0.00003680752,0.00001767653,0.000007618441,0.6871141,0.3108762,0.000009621523,0.00003377313,0.0005468435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922011,0.001928364,0.001345575,0.00006720344,0.0008760323,0.0004643636,0.000008417903,0.0009401401,0.002168772],"genre_scores_gemma":[0.9968773,0.00003045917,0.002418967,0.00001364942,0.0002520868,0.0001139104,0.00003388015,0.000162375,0.00009740336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2211409,"threshold_uncertainty_score":0.9995469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105374814","doi":"10.1016/j.compscitech.2020.108560","title":"An integrated computational materials engineering framework to analyze the failure behaviors of carbon fiber reinforced polymer composites for lightweight vehicle applications","year":2020,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences; U.S. Department of Energy","keywords":"Materials science; Composite material; Representative elementary volume; Sheet moulding compound; Bending; Plain weave; Carbon fiber reinforced polymer; Finite element method; Computational model; Scale (ratio); Fibre-reinforced plastic; Fiber; Structural engineering; Composite number; Computer science; Microstructure; Yarn","retraction":null,"screen_n_in":null,"score":{"opus":0.006736458568137928,"gpt":0.2331567061231668,"spread":0.2264202475550289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001378679,0.0001840473,0.0002764735,0.0002826813,0.0001655826,0.00008859793,0.0007301777,0.0001396682,0.00001882053],"category_scores_gemma":[0.00004539237,0.0001509548,0.00002835805,0.001635218,0.0002703264,0.0001254747,0.0001218145,0.0001786641,0.00000530137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318144,"about_ca_system_score_gemma":0.00003429959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006923145,"about_ca_topic_score_gemma":9.290474e-7,"domain_scores_codex":[0.9988347,0.000009764033,0.0003295556,0.000312109,0.0002258285,0.0002880564],"domain_scores_gemma":[0.9990653,0.0001484349,0.00005603117,0.0003172452,0.0002552748,0.0001577184],"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":[0.000008304875,0.00001162371,0.0002435775,0.00002282905,0.00001070239,4.692887e-7,0.00009894685,0.01118634,0.9723145,0.01532021,0.00001977794,0.0007626892],"study_design_scores_gemma":[0.0001110819,0.0001918261,0.0002242418,0.00003061126,0.00003768348,0.000005107335,0.00004060451,0.09976155,0.898929,0.0001753003,0.0003187381,0.0001742532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927904,0.0001328949,0.06912463,0.001747909,0.00004403344,0.0006139646,0.00004173091,0.0003811261,0.000009786216],"genre_scores_gemma":[0.9570042,0.000001798757,0.04266498,0.00009112879,0.00002971976,0.0001615719,0.00002168491,0.00002173199,0.000003208246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08857522,"threshold_uncertainty_score":0.6155757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344731973","doi":"10.1177/0731684415627296","title":"Hybrid bonded-fastened joints and their application in composite structures: A general review","year":2016,"lang":"en","type":"review","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":97,"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":"Materials science; Adhesive bonding; Adhesive; Composite number; Composite material; Structural engineering; Focus (optics); Forensic engineering; Mechanical engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01376334642775597,"gpt":0.2502840471639029,"spread":0.2365207007361469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002516425,0.0005634836,0.002145128,0.0003487827,0.00005211226,0.00009623002,0.0003431245,0.0001916362,0.00001128724],"category_scores_gemma":[0.00003954828,0.0003620671,0.0002825666,0.0001489837,0.00005549489,0.0001492982,0.0001135786,0.0006085323,0.000005032508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000870068,"about_ca_system_score_gemma":0.00005147923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001385793,"about_ca_topic_score_gemma":6.400463e-7,"domain_scores_codex":[0.9976755,0.00007666546,0.001482098,0.0002214614,0.0002501103,0.0002941704],"domain_scores_gemma":[0.9981813,0.0005464717,0.0006473584,0.0002594297,0.0001168693,0.0002484987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004501444,0.00002038756,0.00002052345,0.04448204,0.0004736525,0.00008493749,0.0000321112,0.0004524981,0.008059524,0.00226099,0.0007212436,0.9433471],"study_design_scores_gemma":[0.00189677,0.0006243359,0.00005028862,0.209725,0.001943557,0.004195108,0.00000655167,0.01452146,0.002638112,0.001173005,0.7612229,0.002002936],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001551465,0.9896836,0.007929158,0.00001707496,0.0001963612,0.0004720392,0.00006206005,0.00003179413,0.00005645112],"genre_scores_gemma":[0.001124387,0.9964764,0.002068778,0.00004045605,0.0001578727,0.00001582351,0.00003481784,0.0000618394,0.00001960051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9413441,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081152801","doi":"10.1016/j.ijmecsci.2020.105980","title":"Meso-scale modeling and damage analysis of carbon/epoxy woven fabric composite under in-plane tension and compression loadings","year":2020,"lang":"en","type":"article","venue":"International Journal of Mechanical Sciences","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Office of Energy Efficiency; National Institute of General Medical Sciences; U.S. Department of Energy; Office of Energy Efficiency and Renewable Energy; Clemson University; Ford Motor Company","keywords":"Materials science; Composite material; Tension (geology); Representative elementary volume; Deformation (meteorology); Compression (physics); Delamination (geology); Composite number; Epoxy; Plasticity; Volume fraction; Poisson's ratio; Woven fabric; Structural engineering; Poisson distribution; Mathematics; Microstructure","retraction":null,"screen_n_in":null,"score":{"opus":0.0252573965456585,"gpt":0.2703133691283353,"spread":0.2450559725826768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003823313,0.0001039634,0.0003464322,0.0003055163,0.00002597883,0.00005576143,0.0003592113,0.00005669552,0.00002003548],"category_scores_gemma":[0.00004491253,0.00008265586,0.00006983768,0.0004056747,0.00005599981,0.0001884942,0.0001292163,0.0001994523,2.931435e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914644,"about_ca_system_score_gemma":0.00001199576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004206043,"about_ca_topic_score_gemma":0.00001391665,"domain_scores_codex":[0.9985502,0.0000404594,0.0005057512,0.0001580974,0.0006232655,0.0001222586],"domain_scores_gemma":[0.9993898,0.0001561041,0.0001368132,0.00004732594,0.0001165786,0.0001533658],"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":[0.00004614359,0.00003195549,0.006931348,0.000009816522,0.0001289029,0.00002374401,0.0001772634,0.1217003,0.8694891,0.0005363324,0.000004267496,0.0009209046],"study_design_scores_gemma":[0.0003400194,0.0001175443,0.006749221,0.0001067173,0.000131679,0.00002452987,0.00008797277,0.9659932,0.02551493,0.0008323791,0.000005069724,0.00009669262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801285,0.0003238926,0.01852757,0.0007719125,0.0001328016,0.00003860658,0.000004872169,0.00001293635,0.00005886723],"genre_scores_gemma":[0.9964222,0.0001116497,0.003323791,0.00009987237,0.00003427974,3.84796e-7,0.000001430078,0.0000054988,8.467152e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.844293,"threshold_uncertainty_score":0.3370608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066221766","doi":"10.1016/j.compstruct.2004.01.007","title":"An analytical solution for the analysis of symmetric composite adhesively bonded joints","year":2004,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Materials science; Adhesive; Composite number; Composite material; Structural engineering; Lap joint; Joint (building); Shear (geology); Transverse shear; Ultimate tensile strength; Constitutive equation; Engineering; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.0236492194333283,"gpt":0.2829576923122076,"spread":0.2593084728788793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502818,0.0002843724,0.0005758471,0.0005987226,0.000178335,0.00007981362,0.0005858117,0.0001423933,0.00004072649],"category_scores_gemma":[0.00002987722,0.0002200824,0.0004119849,0.001464021,0.0001089775,0.0001341734,0.00005271297,0.00021654,0.000003634679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109044,"about_ca_system_score_gemma":0.00001845128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004837199,"about_ca_topic_score_gemma":0.00002106042,"domain_scores_codex":[0.9983981,0.00004341464,0.0005133112,0.0003087338,0.0003689481,0.0003674936],"domain_scores_gemma":[0.9986528,0.0003049008,0.0001060782,0.0006150176,0.000156956,0.0001642679],"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":[0.00008193289,0.00005909154,0.001004537,0.0000463562,0.001197905,0.000002922489,0.0001175132,0.08661418,0.8887008,0.01969164,0.00006392847,0.002419231],"study_design_scores_gemma":[0.0009475075,0.0001966066,0.243149,0.00002337215,0.003961083,0.00001002258,0.0000137018,0.2825637,0.4621905,0.006442976,0.00008117514,0.0004202754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900717,0.0006025042,0.09745329,0.0001043944,0.0002551923,0.0004222272,0.0001170563,0.000214835,0.0001135042],"genre_scores_gemma":[0.9831052,0.00001526239,0.0165793,0.00005727854,0.00007329632,0.0000198153,0.0001085455,0.00003751459,0.000003755956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4265102,"threshold_uncertainty_score":0.8974699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017332516","doi":"10.1016/j.compositesa.2007.07.014","title":"Resistance welding of thermoplastic composites skin/stringer joints","year":2007,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":93,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Welding; Composite material; Flange; Stringer; Clamping; Electric resistance welding; Fillet (mechanics); Laser beam welding; Structural engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01167778709399762,"gpt":0.2223750264636273,"spread":0.2106972393696296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007664117,0.000278668,0.0003565351,0.0003092868,0.0003077642,0.0001185525,0.0004973503,0.00007734145,0.00002932991],"category_scores_gemma":[0.00001693862,0.0002684662,0.0000511423,0.0003310431,0.0003968277,0.000233791,0.0002062427,0.0002387459,0.00001767311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008567683,"about_ca_system_score_gemma":0.00001990628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002343781,"about_ca_topic_score_gemma":0.000008814783,"domain_scores_codex":[0.9979174,0.000008077065,0.000476649,0.0004261938,0.0005346018,0.0006370398],"domain_scores_gemma":[0.9989158,0.0002982563,0.00009406278,0.0003737329,0.00006332294,0.0002548335],"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":[0.00003281256,0.0000242421,0.0003180844,0.00009604355,0.00001358017,0.000005066197,0.0001883425,0.0009928736,0.9947281,0.001196228,0.00006499633,0.002339662],"study_design_scores_gemma":[0.0002547746,0.00002372232,0.01082145,0.0001060915,0.00002624255,0.00000901565,0.00005145779,0.0007107836,0.9862539,0.0003101078,0.001130405,0.0003020185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805115,0.000289832,0.008107348,0.00001557966,0.0002429659,0.0002595543,0.000003668562,0.000236266,0.01033324],"genre_scores_gemma":[0.9943007,0.00002462146,0.005499637,0.00003300541,0.00006792207,0.00001092052,0.000002539154,0.00002967132,0.00003099511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01378914,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073633658","doi":"10.1002/pc.20834","title":"Environmental effects on glass fiber reinforced polypropylene thermoplastic composite laminate for structural applications","year":2009,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Composite material; Glass fiber; Durability; Polypropylene; Tap water; Composite number; Flexural strength; Thermoplastic; Scanning electron microscope; Relative humidity","retraction":null,"screen_n_in":null,"score":{"opus":0.004904804783776161,"gpt":0.2090002164380095,"spread":0.2040954116542333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004353341,0.0004032795,0.0003591733,0.0001235745,0.0002028434,0.00008035915,0.0003563405,0.000122079,0.0000873512],"category_scores_gemma":[0.000004086326,0.0003818657,0.0001712518,0.0001177771,0.00004345557,0.0001241376,0.00003646184,0.0002077559,0.000215393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009249077,"about_ca_system_score_gemma":0.000005133914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001835678,"about_ca_topic_score_gemma":2.016081e-7,"domain_scores_codex":[0.9985155,0.00002997366,0.0003670616,0.000342781,0.0002578338,0.0004868032],"domain_scores_gemma":[0.9988796,0.0004108734,0.00006790328,0.0004347826,0.00001262244,0.0001941955],"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":[0.00007412886,0.00002747433,0.00008410445,0.00004173034,0.00004729908,0.000003130541,0.00003304953,0.001237327,0.9692819,0.001830883,0.00008447396,0.02725448],"study_design_scores_gemma":[0.0007797685,0.0003993682,0.005483779,0.00004971711,0.0001078831,0.00001522488,0.000002419519,0.02271511,0.9692702,0.0002545937,0.0004607405,0.0004612292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859824,0.001401474,0.009338175,0.0001611763,0.0002163383,0.00126891,0.0001006204,0.0006730867,0.000857781],"genre_scores_gemma":[0.9962065,0.000009777038,0.002550637,0.0002307696,0.000187987,0.0002085494,0.0001522775,0.00006663021,0.0003868323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02679325,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2607739015","doi":"10.3390/ma10050472","title":"Understanding the Stress Relaxation Behavior of Polymers Reinforced with Short Elastic Fibers","year":2017,"lang":"en","type":"article","venue":"Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Stress relaxation; Materials science; Relaxation (psychology); Stress (linguistics); Polymer; Fiber; Finite element method; Composite material; Monte Carlo method; Matrix (chemical analysis); Thermodynamics; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.04599257838615808,"gpt":0.2528063760216023,"spread":0.2068137976354442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137758,0.0001046115,0.0001596546,0.00002865959,0.0001367368,0.0001175031,0.0002553861,0.00005279839,0.0002245756],"category_scores_gemma":[0.00002016413,0.00007161105,0.00002241628,0.00002188419,0.00006548391,0.0001322618,0.00003568464,0.00004572569,0.000006118793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005397658,"about_ca_system_score_gemma":0.00000637899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002645728,"about_ca_topic_score_gemma":0.000005480915,"domain_scores_codex":[0.9993914,0.0000156646,0.0002018705,0.00008554162,0.0001639106,0.0001416445],"domain_scores_gemma":[0.9994087,0.00004006048,0.00008304777,0.0004185146,0.00001499606,0.00003463856],"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":[0.0000293898,0.000003739645,0.0006255366,0.00003616673,0.00001963311,0.000003962476,0.00009461493,0.00151018,0.9959821,0.00159173,0.00001702435,0.00008595255],"study_design_scores_gemma":[0.0001751702,0.00005719436,0.01018449,0.00009898923,0.00009676781,0.000003778308,0.00008967968,0.0002346955,0.9888962,0.00003594375,0.000005728296,0.0001213563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913403,0.000006830463,0.007156931,0.0000226756,0.0003751138,0.000219057,0.00002739456,0.00007448582,0.0007771555],"genre_scores_gemma":[0.9995741,0.000004009977,0.0002571942,0.000002818188,0.00003050529,0.00002712606,0.00001046783,0.00002396153,0.0000698031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009558951,"threshold_uncertainty_score":0.2920214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008538413","doi":"10.1016/j.compstruct.2006.02.024","title":"Analysis of bolted joints in composite laminates: Strains and bearing stiffness predictions","year":2006,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Structural engineering; Materials science; Stiffness; Finite element method; Composite number; Bearing (navigation); Bolted joint; Stress (linguistics); Deformation (meteorology); Nonlinear system; Shear (geology); Composite material; Engineering; Computer science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.008978677997784382,"gpt":0.2314503813333138,"spread":0.2224717033355294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006968917,0.0002384613,0.0005141745,0.0006893238,0.00006691401,0.00005672757,0.0002044779,0.0001176045,0.0000452635],"category_scores_gemma":[0.000006588867,0.0002468946,0.0001082874,0.0008969742,0.00008971454,0.0001143599,0.00007654941,0.0002350337,8.891436e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180358,"about_ca_system_score_gemma":0.00000627559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922117,"about_ca_topic_score_gemma":0.000177954,"domain_scores_codex":[0.9986972,0.00004156408,0.0004943538,0.0002659023,0.0002248681,0.0002761166],"domain_scores_gemma":[0.9994197,0.0000886026,0.00006813902,0.0002904405,0.0000520759,0.00008103598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001471053,0.00004318252,0.05147181,0.00007778539,0.0002727465,0.00001265128,0.0001614584,0.1487502,0.79641,0.001720849,0.00002081043,0.001043838],"study_design_scores_gemma":[0.0003692586,0.00001877084,0.8803844,0.00004150043,0.0004169681,0.000006080078,0.00001506403,0.08257447,0.03520072,0.0007522778,0.00001276122,0.0002077192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961517,0.0004149157,0.002190394,0.00001064954,0.0001217695,0.0001668376,0.0001136926,0.0001949351,0.0006351495],"genre_scores_gemma":[0.997879,0.00001351778,0.001890493,0.000005716443,0.00003103142,0.000007994492,0.0001314517,0.00002840084,0.0000123921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8289126,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984244286","doi":"10.1016/j.compstruct.2006.02.013","title":"An energy-based fatigue damage parameter for off-axis unidirectional FRP composites","year":2006,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Composite material; Fibre-reinforced plastic; Matrix (chemical analysis); Cracking; Stress (linguistics); Fracture (geology); Fiber; Glass fiber; Fiber-reinforced composite; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01405736786825518,"gpt":0.2496490501086503,"spread":0.2355916822403952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007082573,0.0004263611,0.0003970655,0.0002082452,0.0002265126,0.0001881813,0.0004736246,0.0001989912,0.0001539132],"category_scores_gemma":[0.00000873332,0.0004235323,0.0002063285,0.0002081123,0.00008666973,0.0001908433,0.00003149819,0.0002002579,0.000004433553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007942385,"about_ca_system_score_gemma":0.00001938593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007990819,"about_ca_topic_score_gemma":0.00004442029,"domain_scores_codex":[0.9982969,0.00006974537,0.0004328346,0.0004260938,0.0003132772,0.0004611689],"domain_scores_gemma":[0.9987234,0.0003660353,0.00006986013,0.000543822,0.0001188028,0.0001781176],"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":[0.00009042229,0.00008852647,0.002528028,0.00006429231,0.00005732198,0.000008000839,0.0000176802,0.174773,0.8034706,0.01216562,0.002838873,0.003897661],"study_design_scores_gemma":[0.0008893072,0.0002190697,0.02835076,0.00003183241,0.00009352572,0.00001181967,0.000003058689,0.2473836,0.7025657,0.01154678,0.008204389,0.000700177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7890506,0.0006864238,0.2073432,0.0000536348,0.0006475779,0.0003242198,0.0002352758,0.0009758604,0.000683212],"genre_scores_gemma":[0.9198555,0.000003487371,0.07866544,0.0001387667,0.0003206528,0.00007004357,0.0008177963,0.00009310825,0.00003516259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308049,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337203680","doi":"10.1177/0021998315614991","title":"Modeling and experimental investigation of induction welding of thermoplastic composites and comparison with other welding processes","year":2016,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Welding; Composite material; Composite number; Induction heating; Finite element method; Electric resistance welding; Thermoplastic; Structural engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02228311401751517,"gpt":0.246804408509503,"spread":0.2245212944919878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002096552,0.0001490027,0.0004597988,0.0001514953,0.00003271945,0.00004001254,0.00008846325,0.0000586194,0.00001758618],"category_scores_gemma":[0.00001475421,0.00009819349,0.00002027743,0.00007781888,0.00007207599,0.0003221263,0.00003021398,0.00005784391,2.513064e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002376886,"about_ca_system_score_gemma":0.0000128526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005594665,"about_ca_topic_score_gemma":6.759424e-7,"domain_scores_codex":[0.998888,0.00005240314,0.0006501257,0.00009032913,0.0002110541,0.0001080465],"domain_scores_gemma":[0.999263,0.0001314557,0.0003223777,0.00007365399,0.000139935,0.00006955468],"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":[0.0001911075,0.00002172021,0.004545426,0.0002022027,0.00005144968,8.497766e-7,0.0003885082,0.008500125,0.9859568,0.00004162239,0.000001610408,0.00009860265],"study_design_scores_gemma":[0.0006458799,0.0003417727,0.00108466,0.001250898,0.00007117131,0.00005801278,0.00008675452,0.001385702,0.9948555,0.00009956914,0.000002267361,0.0001177625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874579,0.0008525673,0.01139592,0.00002806168,0.0001259755,0.000102183,0.000006542889,0.00002015028,0.00001070475],"genre_scores_gemma":[0.9939078,0.00004777308,0.005957818,0.000003489686,0.00005426591,0.000002108077,6.370184e-7,0.00002529641,7.800476e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008898774,"threshold_uncertainty_score":0.4004214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987679468","doi":"10.1002/pen.20235","title":"Cyclic deformation behavior of an epoxy polymer. Part II: Predictions of viscoelastic constitutive models","year":2004,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Viscoelasticity; Materials science; Constitutive equation; Deformation (meteorology); Epoxy; Nonlinear system; Composite material; Structural engineering; Finite element method; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01227267988167926,"gpt":0.2225766102590829,"spread":0.2103039303774036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001130933,0.0001246263,0.0001669691,0.0002029248,0.0000942866,0.00001731449,0.0001761527,0.00004510794,0.000005571399],"category_scores_gemma":[0.00001597764,0.0001238471,0.00003080838,0.0003703567,0.0002312638,0.0006022054,0.00004530716,0.000097097,8.317857e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003600313,"about_ca_system_score_gemma":0.00004458917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003403144,"about_ca_topic_score_gemma":0.000001436825,"domain_scores_codex":[0.9990844,0.000003750938,0.0002806352,0.0001504618,0.000257141,0.000223588],"domain_scores_gemma":[0.9995525,0.00002109442,0.00003828039,0.0001928635,0.00004027133,0.0001549301],"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":[0.000001725403,0.00004519955,0.00006428223,0.00002636144,0.000005341686,9.143449e-7,0.0003258741,0.3091663,0.6770074,0.01283064,2.88105e-7,0.0005255613],"study_design_scores_gemma":[0.0001790594,0.00009968399,0.0009848186,0.00007532546,0.00003795261,0.00002359174,0.00002698008,0.2120354,0.7863552,0.0000594837,0.000001171642,0.0001213656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458765,0.0005876932,0.05285453,0.000006754231,0.0002489355,0.00009719029,0.00002545276,0.0001372659,0.000165717],"genre_scores_gemma":[0.9987173,0.0000158875,0.001210924,0.000002120764,0.000015963,0.00001942282,0.000003062037,0.00001053289,0.000004758878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093477,"threshold_uncertainty_score":0.505034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082070818","doi":"10.1016/j.corsci.2014.10.009","title":"Effects of moisture absorption on degradation of E-glass fiber reinforced Vinyl Ester composite pipes and modelling of transient moisture diffusion using finite element analysis","year":2014,"lang":"en","type":"article","venue":"Corrosion Science","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Semnan University","keywords":"Materials science; Composite material; Moisture; Diffusion; Glass fiber; Scanning electron microscope; Humidity; Composite number; Fibre-reinforced plastic; Fiber; Finite element method; Absorption of water; Structural engineering; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.01584743515216173,"gpt":0.2359947015822496,"spread":0.2201472664300879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003433109,0.0001482031,0.0003328034,0.0003514714,0.00006969186,0.0000209601,0.0001884042,0.00007068201,0.000006359103],"category_scores_gemma":[0.0000318011,0.0001256558,0.0000886467,0.0007535327,0.0001095579,0.0001676494,0.00004772235,0.00009657288,6.351598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004305845,"about_ca_system_score_gemma":0.000008935247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000237281,"about_ca_topic_score_gemma":0.000002615067,"domain_scores_codex":[0.9985592,0.00003639225,0.000432518,0.0002388531,0.0005762298,0.0001567828],"domain_scores_gemma":[0.9991258,0.0002027719,0.0001825414,0.0002594962,0.0001512782,0.00007814929],"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":[0.00001734707,0.00001397392,0.000289757,0.00008346591,0.000002839259,8.548131e-8,0.000103913,0.4535355,0.5452807,0.00006158704,3.886707e-7,0.0006104457],"study_design_scores_gemma":[0.0001683793,0.00007827342,0.004313443,0.0001432125,0.0001086966,2.243831e-7,0.000004952531,0.5399584,0.4551475,0.000009487887,0.000002394078,0.00006510239],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5561579,0.00002702129,0.4436073,0.00000316108,0.00004727342,0.0001200805,0.000002526805,0.00001349356,0.00002126831],"genre_scores_gemma":[0.9932544,0.00002687151,0.006667139,0.000008823598,0.000006364131,0.000003434596,0.000007723831,0.000009226049,0.00001607366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370964,"threshold_uncertainty_score":0.5124096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789304101","doi":"10.1177/0731684418754360","title":"Mechanical characterisation and modelling of randomly oriented strand architecture and their hybrids – A general review","year":2018,"lang":"en","type":"review","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":77,"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":"Formability; Materials science; Aerospace; Stiffness; Composite material; Automotive industry; Isotropy; Mechanical engineering; Fibre-reinforced plastic; Structural engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02367381199343921,"gpt":0.2430801631581647,"spread":0.2194063511647255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003453534,0.0004236907,0.001996149,0.0002002861,0.00005342266,0.00006191264,0.0001570098,0.0001973418,0.000007943749],"category_scores_gemma":[0.00004727509,0.0002876456,0.0002489125,0.0001174213,0.00006974675,0.00009788498,0.00006847408,0.0005241099,3.445425e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001849724,"about_ca_system_score_gemma":0.00003673009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.402303e-7,"about_ca_topic_score_gemma":2.070581e-7,"domain_scores_codex":[0.9981071,0.0000731529,0.001238623,0.0001683695,0.0002232619,0.0001894947],"domain_scores_gemma":[0.9983346,0.0005342626,0.0006094759,0.0001511942,0.0001642794,0.0002061121],"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":[0.000818482,0.00007870773,0.00001061358,0.2236069,0.003132812,0.00008840238,0.0004541503,0.01095052,0.01580497,0.003104769,0.0005229203,0.7414268],"study_design_scores_gemma":[0.00541571,0.003018208,0.000008176475,0.2610745,0.009103574,0.004692419,0.00001974769,0.4059633,0.004636013,0.0004979387,0.3033322,0.002238178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008582013,0.8862368,0.1046026,0.000008967612,0.0001638804,0.0003276806,0.00005167705,0.00001647995,0.000009900149],"genre_scores_gemma":[0.002206128,0.9927566,0.004777658,0.00001200973,0.0001621983,0.00000437898,0.00003167721,0.00004027983,0.000009066716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7391886,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1410609333","doi":"10.1016/j.matdes.2015.09.008","title":"Tensile strength of open-hole, pin-loaded and multi-bolted single-lap joints in woven composite plates","year":2015,"lang":"en","type":"article","venue":"Materials & Design","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Bolted joint; Composite material; Ultimate tensile strength; Delamination (geology); Tension (geology); Stiffness; Epoxy; Joint (building); Composite number; Composite laminates; Lap joint; Structural engineering; Isotropy; Finite element method","retraction":null,"screen_n_in":null,"score":{"opus":0.09057878112029584,"gpt":0.2755519007441602,"spread":0.1849731196238644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004358985,0.0002344729,0.0005659076,0.0001209812,0.00002145132,0.0001697405,0.0003326413,0.0001277748,0.00008959653],"category_scores_gemma":[0.00006532266,0.0002292689,0.00001991823,0.000135184,0.000041425,0.0002225563,0.0001814252,0.00008635241,0.00004659806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005104439,"about_ca_system_score_gemma":0.00001705611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009703112,"about_ca_topic_score_gemma":0.000005845794,"domain_scores_codex":[0.9986218,0.000161996,0.0005301574,0.0002389802,0.0001647653,0.000282321],"domain_scores_gemma":[0.9993119,0.0001163983,0.00008668673,0.0002740123,0.00006226193,0.0001487581],"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":[0.0001233376,0.0001242547,0.0001271958,0.00006129045,0.000021244,0.00003211033,0.0001643297,0.00102603,0.9976456,0.00004373852,0.0003516354,0.0002792462],"study_design_scores_gemma":[0.00169075,0.0001233565,0.001414057,0.000190397,0.00002837491,0.0000122293,0.00002647473,0.002643906,0.9933934,0.0001852926,0.00003826454,0.0002535439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960365,0.0002515353,0.002579257,0.00002091511,0.0002940085,0.0005469774,0.00004435555,0.0001401058,0.00008638314],"genre_scores_gemma":[0.964485,0.00001188525,0.03533441,0.00001938569,0.00002366532,0.00002890853,0.00002441079,0.00005078383,0.0000215511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03275516,"threshold_uncertainty_score":0.9349316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008773128","doi":"10.1016/s0143-7496(00)00052-x","title":"Finite element and experimental studies on single-lap balanced joints in tension","year":2001,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Adhesive; Materials science; Lap joint; Tension (geology); Bending; Structural engineering; Joint (building); Composite material; Stress (linguistics); Boundary value problem; Bending moment; Plane stress; Ultimate tensile strength; Mathematics; Engineering; Layer (electronics); Mathematical analysis","retraction":null,"screen_n_in":null,"score":{"opus":0.03786475758533221,"gpt":0.3041124401239459,"spread":0.2662476825386137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001172409,0.0001109908,0.0001864576,0.0001945165,0.00001986747,0.0000333085,0.00009474399,0.0000323701,0.00003063746],"category_scores_gemma":[0.00008587198,0.00008940245,0.00003853571,0.0000388056,0.00002746123,0.0001443661,0.00004356049,0.0001200776,0.00000377067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006408068,"about_ca_system_score_gemma":0.000004502063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.450433e-7,"about_ca_topic_score_gemma":0.000001198884,"domain_scores_codex":[0.9991604,0.00002475063,0.0003575388,0.00009213085,0.0002735205,0.00009166561],"domain_scores_gemma":[0.9995477,0.0001579681,0.00008984919,0.0000433458,0.00009245762,0.00006873823],"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":[0.0002387682,0.0001591478,0.003825302,0.000008886294,0.00006347727,0.0002612256,0.000522631,0.0007370679,0.9896071,0.0002112926,0.0001856065,0.004179523],"study_design_scores_gemma":[0.002167768,0.0009388697,0.01462607,0.0008689358,0.00001657493,0.000231269,0.001373376,0.003483876,0.9745183,0.0006198031,0.0009281958,0.0002269814],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99714,0.001728463,0.0000540852,0.0004041322,0.0004958501,0.00004704111,0.000001348445,0.0000136207,0.0001154634],"genre_scores_gemma":[0.99792,0.001164852,0.000646335,0.0001402035,0.00009023266,0.000001718044,8.345617e-7,0.000009558408,0.00002620557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508879,"threshold_uncertainty_score":0.3645726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971163657","doi":"10.1177/0021998311412986","title":"Metal mesh heating element size effect in resistance welding of thermoplastic composites","year":2011,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; McGill University; École de Technologie Supérieure","funders":"","keywords":"Materials science; Composite material; Thermoplastic; Welding; Metal; Heating element; Metallurgy","retraction":null,"screen_n_in":null,"score":{"opus":0.01325835401415999,"gpt":0.2298152571234569,"spread":0.216556903109297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020408,0.0002572943,0.0009122358,0.0002002511,0.00003355768,0.00004312533,0.0003802044,0.0000823091,0.0002671817],"category_scores_gemma":[0.00007400224,0.0002184764,0.0001463203,0.0001708788,0.00003401107,0.0002111124,0.00006344904,0.0001535709,0.000006440732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008223432,"about_ca_system_score_gemma":0.00001267316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009366573,"about_ca_topic_score_gemma":0.000002970158,"domain_scores_codex":[0.9975913,0.0002479776,0.001367641,0.0001244234,0.0003749408,0.0002936988],"domain_scores_gemma":[0.9985515,0.0006049866,0.0004451575,0.0002018524,0.00009636296,0.0001001642],"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":[0.0004034033,0.00008124662,0.001722118,0.0002176633,0.000102819,0.00005619376,0.0002471987,0.0007240727,0.9960802,0.0001938165,0.00001841196,0.0001528886],"study_design_scores_gemma":[0.0009344114,0.0003555232,0.01399214,0.0006693326,0.0001236106,0.00002321268,0.0000134952,0.00009692382,0.9832391,0.0003419722,0.0000198196,0.0001904403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970745,0.0005971706,0.0008446393,0.0000120424,0.0006606808,0.0002045596,0.00001229466,0.00003965751,0.0005544269],"genre_scores_gemma":[0.9886358,0.00004223236,0.01117372,0.00001090616,0.00008131518,0.000006132226,0.000001583891,0.00004115049,0.000007113023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284105,"threshold_uncertainty_score":0.8909211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057275379","doi":"10.1016/s0143-7496(99)00014-7","title":"Stiffness behaviour due to fracture in adhesively bonded composite-to-aluminum joints II. Experimental","year":2000,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Boeing (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Adhesive; Composite material; Stiffness; Tearing; Joint (building); Lap joint; Composite number; Cracking; Joint stiffness; Fracture (geology); Delamination (geology); Aluminium; Structural engineering; Layer (electronics)","retraction":null,"screen_n_in":null,"score":{"opus":0.01151082768406247,"gpt":0.2687604359319565,"spread":0.2572496082478941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001375957,0.0002459022,0.0003804241,0.0004251013,0.00005644828,0.00009671236,0.0004856377,0.0001045395,0.0009273472],"category_scores_gemma":[0.00003731084,0.000228134,0.0001193778,0.000142607,0.00002496185,0.0003043852,0.00008826761,0.0003084359,0.00007788232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130396,"about_ca_system_score_gemma":0.00002479138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001324647,"about_ca_topic_score_gemma":0.000004039656,"domain_scores_codex":[0.9983023,0.00004515492,0.0006265427,0.0002067639,0.0005832979,0.000235935],"domain_scores_gemma":[0.9991766,0.00008578522,0.00008738178,0.0001201002,0.0001639575,0.0003661442],"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":[0.0005408757,0.0003612757,0.002088384,0.000008812272,0.00005562387,0.0007207515,0.001501047,0.0009800915,0.9819677,0.00007499741,0.002277834,0.00942259],"study_design_scores_gemma":[0.001423406,0.0004614482,0.1529522,0.0004255332,0.00002307084,0.0004345677,0.0003262107,0.0001715226,0.8400185,0.0001350966,0.00326073,0.0003677089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975085,0.0002618041,0.00006803297,0.001174518,0.000483495,0.0001654889,0.00001440271,0.00003903129,0.0002847873],"genre_scores_gemma":[0.9968007,0.00004292918,0.002005597,0.0007140976,0.0001902741,0.000008963863,0.000004888353,0.00003352611,0.0001990818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508638,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124851112","doi":"10.1016/s0143-7496(99)00013-5","title":"Stiffness behaviour due to fracture in adhesively bonded composite-to-aluminum joints I. Theoretical model","year":2000,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Boeing (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Adhesive; Stiffness; Deflection (physics); Composite material; Structural engineering; Lap joint; Composite number; Cracking; Joint stiffness; Joint (building); Adhesive bonding; Fracture (geology); Fracture mechanics; Tension (geology); Ultimate tensile strength; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01022897200065873,"gpt":0.2605128392392996,"spread":0.2502838672386408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002071187,0.0002520628,0.0004121927,0.0004203422,0.00003672654,0.0001131002,0.0005461486,0.0001303647,0.0007043456],"category_scores_gemma":[0.00007875864,0.0002228544,0.000128795,0.0001430918,0.00005010963,0.0002556381,0.00006862178,0.0004012204,0.0000797651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009870131,"about_ca_system_score_gemma":0.00003509242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004439228,"about_ca_topic_score_gemma":0.000002756299,"domain_scores_codex":[0.9981623,0.00005492934,0.0006688435,0.0002171468,0.0006362405,0.0002605099],"domain_scores_gemma":[0.9989812,0.0001494288,0.00007740196,0.0001374879,0.000233863,0.0004205999],"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":[0.001734814,0.0006146654,0.003514057,0.0000364362,0.0001441624,0.001599048,0.00217139,0.03594425,0.9170269,0.004969837,0.003748037,0.02849645],"study_design_scores_gemma":[0.004776181,0.0009113912,0.2579785,0.001793078,0.0001557705,0.001430178,0.0004430476,0.03148428,0.6835255,0.013864,0.00212745,0.001510593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958076,0.0001078621,0.001051809,0.002119275,0.0002751225,0.0001606843,0.00002008953,0.00003994648,0.0004175543],"genre_scores_gemma":[0.993999,0.00006911717,0.004683373,0.0009491065,0.0001417346,0.000007122538,0.000004202981,0.00003635167,0.0001100079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2544644,"threshold_uncertainty_score":0.908774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091406470","doi":"10.1016/j.compositesb.2012.09.074","title":"Dimensioning method for bolted, adhesively bonded, and hybrid joints involving Fibre-Reinforced-Polymers","year":2012,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Dimensioning; Fibre-reinforced plastic; Structural engineering; Bolted joint; Joint (building); Finite element method; Materials science; Composite number; Composite material; Limiting; Glass fiber; Lap joint; Computer science; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0156670435495531,"gpt":0.239503603319242,"spread":0.2238365597696889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003186676,0.0004449892,0.0004872039,0.000204602,0.0001505327,0.0001004173,0.0002096374,0.0001170046,0.00004272655],"category_scores_gemma":[0.00009069114,0.0004933103,0.0001455434,0.000170437,0.00002201206,0.0005051104,0.000141589,0.0002872217,0.00002888489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008668269,"about_ca_system_score_gemma":0.000008287458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004575828,"about_ca_topic_score_gemma":2.281978e-7,"domain_scores_codex":[0.9981114,0.00002242647,0.0004798734,0.0002964063,0.0002187833,0.0008711316],"domain_scores_gemma":[0.9985331,0.000580165,0.00005971593,0.0003328023,0.000049316,0.0004448729],"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":[0.00001481099,0.0000111553,0.0003370249,0.0002249711,0.00008451061,0.000004901949,0.0001407278,0.0327154,0.9627703,0.002112839,0.0006696954,0.0009135973],"study_design_scores_gemma":[0.0003976562,0.00004642119,0.0002416802,0.0001707674,0.00008355376,0.00008719091,0.00001301965,0.4552778,0.5386636,0.00001521625,0.004504784,0.0004983789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5812298,0.009494041,0.4047676,0.00005526918,0.001614125,0.0008081957,0.00004109486,0.001648333,0.0003415302],"genre_scores_gemma":[0.8718699,0.00005664808,0.1272815,0.0000598528,0.0003201439,0.0001148839,0.00004703504,0.0001517591,0.00009835382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4241068,"threshold_uncertainty_score":0.9997519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012860598","doi":"10.1002/app.21353","title":"Moisture effects on FM300 structural film adhesive: Stress relaxation, fracture toughness, and dynamic mechanical analysis","year":2005,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Université de Moncton","funders":"","keywords":"Materials science; Composite material; Epoxy; Dynamic mechanical analysis; Plasticizer; Glass transition; Moisture; Adhesive; Toughness; Fracture toughness; Stress relaxation; Relaxation (psychology); Creep; Polymer","retraction":null,"screen_n_in":null,"score":{"opus":0.002946862258753495,"gpt":0.227312450212717,"spread":0.2243655879539636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002417401,0.000214315,0.0003718775,0.0003715557,0.0001480744,0.0001237219,0.0005243955,0.0001184706,0.00005642427],"category_scores_gemma":[0.00001628276,0.0001654401,0.0001117526,0.000907277,0.00009585815,0.0003174574,0.00005208147,0.0004916054,0.000006144782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011486,"about_ca_system_score_gemma":0.00004183246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002370839,"about_ca_topic_score_gemma":0.00000781429,"domain_scores_codex":[0.9983028,0.00001653291,0.0003987169,0.0002412849,0.0007428355,0.0002978187],"domain_scores_gemma":[0.9990271,0.0001556919,0.000207977,0.0002606914,0.0000853852,0.0002631143],"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":[0.0001573201,0.00006504889,0.0007836843,0.00006324407,0.0003214431,0.00003599797,0.0006982138,0.06197314,0.8777826,0.004251378,0.0002635778,0.05360433],"study_design_scores_gemma":[0.0004932334,0.0001303742,0.03356288,0.00004839701,0.0003965636,0.00003224266,0.00004563538,0.04646992,0.9180151,0.0003989502,0.0001010964,0.0003055857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959591,0.0008325398,0.002312377,0.0003531506,0.0001964618,0.0000993509,0.000005198175,0.00004508628,0.0001967158],"genre_scores_gemma":[0.9970618,0.00002668129,0.002523151,0.000215625,0.0001373085,0.000003063393,0.000001881035,0.00001578007,0.00001473038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05329874,"threshold_uncertainty_score":0.6746453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047389610","doi":"10.1061/(asce)1090-0268(2002)6:4(280)","title":"Durability of Fiberglass Composite Sheet Piles in Water","year":2002,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":70,"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":"Materials science; Composite material; Absorption of water; Ultimate tensile strength; Composite number; Saturation (graph theory); Pultrusion; Young's modulus; Durability; Fick's laws of diffusion; Diffusion","retraction":null,"screen_n_in":null,"score":{"opus":0.01307588048283326,"gpt":0.2120411746471142,"spread":0.198965294164281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002454561,0.0001639778,0.0004642127,0.0002694069,0.00003503236,0.00002653106,0.0002038723,0.0001027196,0.0001222963],"category_scores_gemma":[0.00001875736,0.0001348729,0.0001881205,0.0001337734,0.00008654847,0.0002786824,0.00002224004,0.0002272941,0.000004807118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000930984,"about_ca_system_score_gemma":0.000004911337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001912252,"about_ca_topic_score_gemma":0.000001906916,"domain_scores_codex":[0.9984545,0.00004803541,0.0009410287,0.0001054113,0.0002300732,0.0002210195],"domain_scores_gemma":[0.9991841,0.0001822648,0.0001759662,0.0001655034,0.0002076525,0.00008450466],"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":[0.00009892269,0.0001021222,0.01192205,0.0001412426,0.00005120578,0.000004936353,0.0001619611,0.008937881,0.9699287,0.0003056272,0.0001433724,0.008201999],"study_design_scores_gemma":[0.001453661,0.0004091286,0.005747866,0.0001649651,0.00008982137,0.0003634605,0.00003081168,0.02659502,0.9619296,0.002486774,0.0005037163,0.0002252431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916152,0.0003015228,0.006734082,0.0001136725,0.0006775225,0.0001971056,0.000009968198,0.00003607611,0.0003148957],"genre_scores_gemma":[0.973368,0.00004085213,0.02646314,0.00000747206,0.0000835807,0.000004596443,0.000004329119,0.00002070132,0.00000729519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01972906,"threshold_uncertainty_score":0.5499955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2521038898","doi":"10.1177/0892705716662516","title":"Manufacturing procedure to make flat thermoplastic composite laminates by automated fibre placement and their mechanical properties","year":2016,"lang":"en","type":"article","venue":"Journal of Thermoplastic Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Thermosetting polymer; Materials science; Composite laminates; Composite material; Thermoplastic; Autoclave; Composite number; Thermoplastic composites; Curing (chemistry); Mechanical engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.00911829274204982,"gpt":0.2053048557736542,"spread":0.1961865630316044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004098891,0.0005949461,0.0009429888,0.0002234913,0.0001291319,0.0002689041,0.0005329725,0.0001854797,0.000228873],"category_scores_gemma":[0.00006503752,0.000347902,0.0001208014,0.00009990375,0.00006468208,0.0002227389,0.0002471051,0.000177113,0.00004586035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725703,"about_ca_system_score_gemma":0.00002624953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001586507,"about_ca_topic_score_gemma":0.000001515412,"domain_scores_codex":[0.9973685,0.0001606813,0.001124551,0.0003345171,0.000436329,0.00057546],"domain_scores_gemma":[0.9984059,0.0004730186,0.0003068886,0.0002997531,0.0001265043,0.0003879379],"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":[0.0005783367,0.00005747423,0.000023018,0.0002217059,0.000209176,0.00003053897,0.0002140743,0.0006728081,0.9957605,0.00001781231,0.0007080669,0.001506473],"study_design_scores_gemma":[0.001143478,0.0005660913,0.001045142,0.00148075,0.0001282032,0.0004746765,0.00003868608,0.00135939,0.992894,0.00008260409,0.0002916759,0.0004953129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932528,0.0003605848,0.004099442,0.0002991917,0.000917408,0.0004798988,0.0001275248,0.0004336467,0.00002946136],"genre_scores_gemma":[0.9984833,0.00005904585,0.0009933581,0.00006670601,0.0001684012,0.00002631353,0.000005466658,0.0001172061,0.00008019417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005230467,"threshold_uncertainty_score":0.9998973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W564692494","doi":"10.1016/j.engfracmech.2015.06.026","title":"Influence of graphene nanoplatelets on modes I, II and III interlaminar fracture toughness of fiber-reinforced polymer composites","year":2015,"lang":"en","type":"article","venue":"Engineering Fracture Mechanics","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Fracture toughness; Epoxy; Fracture (geology); Toughness; Exfoliated graphite nano-platelets; Fracture mechanics; Polymer; Graphene; Composite number; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.006609219284164491,"gpt":0.2030708110025794,"spread":0.1964615917184149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001533603,0.0004247612,0.0006043583,0.0002426425,0.0000372863,0.00001862631,0.0003450706,0.0003120644,0.00002486575],"category_scores_gemma":[0.00006147337,0.0004017846,0.0001012159,0.0002612117,0.00002331934,0.0002146069,0.0001116043,0.0004416372,0.000003680141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004685167,"about_ca_system_score_gemma":0.00001619896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002228094,"about_ca_topic_score_gemma":8.008748e-7,"domain_scores_codex":[0.9984706,0.00001675289,0.0005205303,0.0002557722,0.000402516,0.0003338369],"domain_scores_gemma":[0.9989074,0.0001554687,0.0001254912,0.0004580909,0.0001302199,0.0002233421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003523259,0.0000173927,0.000004217967,0.0000891892,0.00004374791,0.000005387002,0.0003106259,0.575482,0.4214274,0.002350929,0.00004584295,0.0001880075],"study_design_scores_gemma":[0.0005244329,0.0003350785,0.00006405157,0.0002922358,0.00005113349,0.00001673888,0.00002371373,0.1582133,0.8395744,0.0001144917,0.0004546636,0.0003358247],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506357,0.0008249367,0.04779897,0.00004899736,0.000161232,0.0002149245,0.00001919438,0.0002591882,0.00003689965],"genre_scores_gemma":[0.9968657,0.00002507383,0.002832455,0.00006468752,0.00004035596,0.00001411629,0.0000188529,0.00007821648,0.00006054611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181469,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996126137","doi":"10.1016/j.compstruct.2015.04.040","title":"Load sharing in single-lap bonded/bolted composite joints. Part I: Model development and validation","year":2015,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"McGill University","keywords":"Bolted joint; Joint (building); Structural engineering; Finite element method; Lap joint; Adhesive; Composite number; Sensitivity (control systems); Load sharing; Mechanical joint; Work (physics); Materials science; Engineering; Computer science; Composite material; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05604678862405601,"gpt":0.2567165951597268,"spread":0.2006698065356708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001894578,0.0003460594,0.0003821908,0.0001852063,0.00007958275,0.0001679657,0.0003031554,0.0001518085,0.00001587771],"category_scores_gemma":[0.00001941361,0.0003595432,0.000041509,0.0002073093,0.0000429162,0.0002501218,0.0002106662,0.0003033408,0.00001517114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357914,"about_ca_system_score_gemma":0.00004173984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001328848,"about_ca_topic_score_gemma":0.00002060705,"domain_scores_codex":[0.9981909,0.00003285205,0.0005301778,0.0004087989,0.0004326236,0.0004046555],"domain_scores_gemma":[0.9991842,0.00003682093,0.00006422208,0.0003404272,0.00009546253,0.0002788493],"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":[0.000090238,0.00006908565,0.009720313,0.0001252841,0.00006095217,0.00003355549,0.001913482,0.1308226,0.8487312,0.00183139,0.0005244985,0.006077424],"study_design_scores_gemma":[0.001688095,0.00005902241,0.01114217,0.0001920169,0.00005132078,0.00005326661,0.00003321216,0.1803475,0.7956541,0.008606861,0.00129162,0.0008807812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920964,0.0006137966,0.004732509,0.00003884946,0.0003101991,0.0002575404,0.000007870782,0.0003671043,0.001575772],"genre_scores_gemma":[0.9691281,0.000007134131,0.03057397,0.00005216899,0.00005390932,0.00001820995,0.00006602548,0.00005494904,0.00004557358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05307706,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105130021","doi":"10.1080/09506608.2020.1845110","title":"Review of fatigue of bulk structural adhesives and thick adhesive joints","year":2020,"lang":"en","type":"article","venue":"International Materials Reviews","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Adhesive; Materials science; Joint (building); Composite material; Aerospace; Structural engineering; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.05402604654727757,"gpt":0.3067497888817676,"spread":0.25272374233449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000164137,0.0001319577,0.0005600874,0.0000261896,0.000006951241,0.00001172713,0.0002376161,0.00003657362,0.001318264],"category_scores_gemma":[0.0003407936,0.0001071923,0.00007433542,0.00005164295,0.00002963961,0.00009332046,0.00006926883,0.00005047887,0.00002602599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001035332,"about_ca_system_score_gemma":0.000005468951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004638699,"about_ca_topic_score_gemma":2.100047e-7,"domain_scores_codex":[0.998821,0.00006680079,0.0007580409,0.000124381,0.0001561264,0.000073675],"domain_scores_gemma":[0.9994609,0.00005119158,0.0002171099,0.0001202354,0.00009438723,0.00005618138],"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":[0.000009728696,0.000004068933,0.00004160683,0.008328692,0.00003764329,0.00000123311,0.00006848823,0.000004057503,0.9863499,0.001031936,0.001411885,0.002710785],"study_design_scores_gemma":[0.0001775862,0.00006537597,0.0009690095,0.009178486,0.00006551298,0.00000997844,0.000003884068,0.0001025822,0.9770855,0.0003058102,0.01186709,0.0001691854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7631463,0.2311935,0.0004210906,0.001380493,0.001285508,0.001312557,0.0003522563,0.00009992296,0.0008082708],"genre_scores_gemma":[0.842299,0.1532819,0.003556991,0.0006039764,0.0001416827,0.00003387837,0.0000486093,0.0000242752,0.000009733572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07915264,"threshold_uncertainty_score":0.9995947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108215946","doi":"10.1016/s0266-3538(02)00099-4","title":"The role of the resin fillet in the delamination of honeycomb sandwich structures","year":2002,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Fillet (mechanics); Delamination (geology); Core (optical fiber); Honeycomb structure; Fractography; Honeycomb; Slip (aerodynamics); Sandwich-structured composite; Fracture mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.005717037956848393,"gpt":0.1977762218799177,"spread":0.1920591839230693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002595199,0.00006429505,0.00009271662,0.0001292175,0.0001550955,0.00002131698,0.0008670863,0.00005888666,0.000005013646],"category_scores_gemma":[0.00009601755,0.00003233679,0.00001526763,0.001032056,0.0007862432,0.00005275122,0.0001179117,0.0001554254,6.858434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708188,"about_ca_system_score_gemma":0.000008777739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006351369,"about_ca_topic_score_gemma":0.00001712075,"domain_scores_codex":[0.9993397,0.00002263676,0.0001627472,0.0000985091,0.0002278592,0.0001485528],"domain_scores_gemma":[0.9993813,0.0001553039,0.00004243746,0.0003425508,0.0000678026,0.00001060658],"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":[0.000001457891,0.00001433855,0.006834925,0.000004942798,0.000002214493,3.535096e-7,0.0002310488,0.00008803626,0.9168758,0.05139879,0.00005946905,0.02448863],"study_design_scores_gemma":[0.0001325308,0.00007198667,0.0293895,0.00002288492,0.000009613104,0.00002088414,0.0002732265,0.0252417,0.9207095,0.0232069,0.0008465816,0.00007466894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955511,0.002432431,0.00003875423,0.001037524,0.0000506454,0.0001338709,0.000001538438,0.00003025003,0.0007238795],"genre_scores_gemma":[0.9995849,0.00008717121,0.0002970091,0.00001206461,0.000003475019,0.000007076239,1.484021e-7,0.00000322401,0.000004995848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819188,"threshold_uncertainty_score":0.2896946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140031525","doi":"10.1177/1475921712469994","title":"Acoustic emission monitoring of interlaminar delamination onset in carbon fibre composites","year":2013,"lang":"en","type":"article","venue":"Structural Health Monitoring","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton; Université de Sherbrooke","funders":"","keywords":"Acoustic emission; Materials science; Delamination (geology); Composite material; Fracture toughness; Fracture mechanics; Fracture (geology); Strain energy release rate; Envelope (radar)","retraction":null,"screen_n_in":null,"score":{"opus":0.01530500179710288,"gpt":0.2855425097728438,"spread":0.2702375079757409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001232686,0.0002346069,0.0003598744,0.0002094537,0.00005760658,0.00003132858,0.0002226721,0.0001159559,0.00001200091],"category_scores_gemma":[0.00002801702,0.0002333449,0.00004793958,0.0002610286,0.00002287707,0.0002288573,0.00006121195,0.0003607319,0.000003482338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003948724,"about_ca_system_score_gemma":0.00002255044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004455961,"about_ca_topic_score_gemma":0.000004767196,"domain_scores_codex":[0.9983678,0.00006036896,0.0006209296,0.0002163136,0.0002859612,0.0004485875],"domain_scores_gemma":[0.9992689,0.0001375083,0.0001092911,0.0002397912,0.00007289688,0.0001715572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001253576,0.000009912697,0.3516158,0.0006066091,0.000009461831,0.000004321089,0.0007248715,0.005568077,0.6032389,0.000006975455,0.000008310742,0.03819419],"study_design_scores_gemma":[0.0002754078,0.0001388146,0.5978224,0.0009594259,0.000007507053,0.00001092836,0.0003351928,0.03031697,0.3697052,0.0001980586,0.000002054728,0.0002280166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970334,0.0007886427,0.00009336115,0.00004689656,0.001442485,0.0003746063,0.000003891513,0.0001796521,0.0000370403],"genre_scores_gemma":[0.995737,0.00005979009,0.003908965,0.000001808776,0.0001986336,0.00003394962,0.000007291489,0.00004021547,0.00001230102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2462066,"threshold_uncertainty_score":0.9515528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108350148","doi":"10.1016/j.compstruct.2020.113366","title":"Experimental investigation on the effects of fabric architectures on mechanical and damage behaviors of carbon/epoxy woven composites","year":2020,"lang":"en","type":"article","venue":"Composite Structures","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Institute of General Medical Sciences; Office of Energy Efficiency and Renewable Energy; Clemson University","keywords":"Epoxy; Composite material; Materials science; Carbon fibers; Woven fabric; Composite number","retraction":null,"screen_n_in":null,"score":{"opus":0.01362981423256758,"gpt":0.2248303855181589,"spread":0.2112005712855913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005111494,0.0003123036,0.000418975,0.00009704166,0.0000637684,0.00002820662,0.0003601432,0.0001118645,0.00001797345],"category_scores_gemma":[0.00005578575,0.0002339067,0.0001021644,0.0001895156,0.0001668942,0.0000251501,0.0001174529,0.0003619365,0.000001070579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002409608,"about_ca_system_score_gemma":0.000007408051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741491,"about_ca_topic_score_gemma":8.107908e-7,"domain_scores_codex":[0.9986325,0.0001294064,0.0003696939,0.0002802168,0.0003818877,0.0002062998],"domain_scores_gemma":[0.9987922,0.0005778889,0.0001070141,0.0003250835,0.000027587,0.0001702061],"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":[0.00006988816,0.00002835702,0.0008175593,0.0001532943,0.00004434908,0.000006752718,0.0006577357,0.001584011,0.9924981,0.003741176,0.00004421639,0.0003545776],"study_design_scores_gemma":[0.000401009,0.0008209696,0.01634225,0.0001188213,0.00006872155,0.000004702399,0.000027787,0.003693111,0.9775714,0.0007393102,0.000005224964,0.0002067256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984162,0.000390249,0.00008694972,0.0001578732,0.000165809,0.0004829614,0.00001897099,0.0001279375,0.000153009],"genre_scores_gemma":[0.9987969,0.000004249895,0.0008561962,0.000212298,0.00005439808,0.00001830315,0.0000122068,0.00004431637,0.000001118303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552469,"threshold_uncertainty_score":0.9538437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}