{"meta":{"query_hash":"42de80a87daa","filters":{"venue":"Science and Engineering of Composite Materials"},"cohort_total":40,"direct_labels_cover":0,"predictions_cover":40,"exported":40,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/42de80a87daa","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+and+Engineering+of+Composite+Materials"},"results":[{"id":"W2012579703","doi":"10.1515/secm-2013-0009","title":"Thermal control design for an automated fiber placement machine","year":2013,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Overheating (electricity); Temperature control; Thermal; Linear-quadratic regulator; Computer science; Control system; Process engineering; Materials science; Mechanical engineering; Engineering; Control (management)","score_opus":0.007494283811445072,"score_gpt":0.21868618371919124,"score_spread":0.21119189990774617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012579703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68699545,0.000095229254,0.31109494,0.000015314095,0.00030174316,0.0008815115,0.000023864712,0.0005370547,0.000054893564],"genre_scores_gemma":[0.9746298,0.0000026538778,0.025167514,0.000009290118,0.000034703397,0.00012168239,0.0000051933985,0.000021440663,0.0000077029645],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992431,0.000012175422,0.00023712836,0.00013279161,0.00014158075,0.00023326807],"domain_scores_gemma":[0.99959254,0.00004658118,0.000038220835,0.00013341836,0.000115808994,0.00007339946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003907798,0.00012528797,0.00021095786,0.00010303993,0.000053616517,0.00009983019,0.00013642178,0.000031702893,0.000023109431],"category_scores_gemma":[0.00002262543,0.00011317877,0.00001138676,0.00010861901,0.000042403713,0.00047413536,0.000013379136,0.000019362282,0.0000050949743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063514713,0.00000259436,0.0000017121756,0.000034066346,0.0000057060197,4.778904e-8,0.000025626068,0.4881995,0.51153696,0.000024131303,0.000012055199,0.00015123533],"study_design_scores_gemma":[0.0004463603,0.000067940055,0.0004664078,0.00002423723,0.000007667812,0.0000015511962,0.0000034588472,0.7798826,0.21895495,0.000007409649,0.000031951455,0.00010542974],"about_ca_topic_score_codex":0.000012452086,"about_ca_topic_score_gemma":8.605267e-8,"teacher_disagreement_score":0.29258204,"about_ca_system_score_codex":0.000033699624,"about_ca_system_score_gemma":0.000011025712,"threshold_uncertainty_score":0.46152964},"labels":[],"label_agreement":null},{"id":"W2030154568","doi":"10.1515/secm.2007.14.3.197","title":"Prediction of Stiffness Degradation and Damage of Unidirectional GRP Composites Under Fatigue Cycles","year":2007,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Degradation (telecommunications); Stiffness; Computer science","score_opus":0.02396401982889328,"score_gpt":0.24009512613880843,"score_spread":0.21613110630991514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030154568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851478,0.000117708834,0.014185373,0.000007220405,0.00027807432,0.0001036036,0.000041181698,0.000066295484,0.00005279662],"genre_scores_gemma":[0.9943016,0.000027756649,0.005625222,0.0000015335871,0.000018641396,0.0000019252814,0.000010123757,0.000011450741,0.0000017269314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989834,0.00000920144,0.00040474284,0.00013482482,0.00030900908,0.00015885751],"domain_scores_gemma":[0.9994791,0.00010568835,0.000077400146,0.00012413744,0.00014246855,0.00007119839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005850678,0.00011968262,0.0002565805,0.00027427066,0.000042556552,0.00002743043,0.00012872451,0.00004979899,0.00000773695],"category_scores_gemma":[0.000024418594,0.000119546516,0.000016436628,0.00030179726,0.00019623677,0.00024888795,0.000052460175,0.000043466203,1.5830362e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015159778,0.000015706662,0.0009064806,0.00020675379,0.000010612819,2.9068548e-7,0.00005383959,0.007342064,0.98890436,0.0020747194,0.000002603475,0.0004673845],"study_design_scores_gemma":[0.00013420607,0.000039436058,0.21094447,0.00011517985,0.000017602953,0.0000057265424,0.00001550214,0.0068355566,0.7817605,0.00005469194,0.0000046179503,0.00007251601],"about_ca_topic_score_codex":0.000020602873,"about_ca_topic_score_gemma":8.020127e-7,"teacher_disagreement_score":0.21003799,"about_ca_system_score_codex":0.000023061524,"about_ca_system_score_gemma":0.00001222689,"threshold_uncertainty_score":0.48749653},"labels":[],"label_agreement":null},{"id":"W2049445354","doi":"10.1515/secm.2000.9.3.111","title":"Cure Kinetics of Hexcel W3T282-42/F155 Graphite/Epoxy Prepreg","year":2000,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Epoxy; Composite material; Graphite; Kinetics; Materials processing; Process engineering","score_opus":0.004557928788961371,"score_gpt":0.19276180277344443,"score_spread":0.18820387398448307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049445354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99769884,0.00071388454,0.00021843388,0.000019344354,0.00028146387,0.000108356144,0.000020405645,0.0001604424,0.0007788348],"genre_scores_gemma":[0.99724853,0.00031349546,0.0023240624,0.0000049896626,0.00004345965,0.0000062588592,0.0000021637156,0.000024733426,0.000032284406],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987765,0.0000066145894,0.00038648862,0.00020443309,0.00033427653,0.00029169998],"domain_scores_gemma":[0.9994466,0.000033164077,0.000048924787,0.00028030126,0.00010298932,0.0000880672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025790805,0.00017903172,0.0003256125,0.0002203575,0.00003505229,0.000061171544,0.0003374099,0.000057935507,0.00007362533],"category_scores_gemma":[0.000027734979,0.00017715129,0.000026975094,0.0005219945,0.00023418525,0.00023785575,0.00005202105,0.000057084726,0.0000046500236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006640089,0.000015519196,0.00012865436,0.000655439,0.000011956913,0.0000013655135,0.00019287356,0.04476561,0.9536581,0.00011585969,0.000028814997,0.0004191765],"study_design_scores_gemma":[0.00014019923,0.00005182503,0.011447369,0.00025617267,0.000015335938,0.000017609253,0.0000055555925,0.0013266673,0.9857945,0.000074212745,0.0006839788,0.00018661951],"about_ca_topic_score_codex":0.000012262728,"about_ca_topic_score_gemma":3.4582274e-7,"teacher_disagreement_score":0.04343894,"about_ca_system_score_codex":0.000016021639,"about_ca_system_score_gemma":0.0000146936545,"threshold_uncertainty_score":0.722402},"labels":[],"label_agreement":null},{"id":"W2077970824","doi":"10.1515/secm.2009.16.2.99","title":"Modeling of Delamination Initiation and Propagation in Composite Laminates Under Monotonie Tensile Loading Using the Progressive Damage Modeling Technique","year":2009,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Delamination (geology); Composite number; Composite material; Ultimate tensile strength; Composite laminates; Structural engineering","score_opus":0.01771166962203023,"score_gpt":0.2514615301614486,"score_spread":0.2337498605394184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077970824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88889045,0.00015757004,0.11044648,0.00001992329,0.00005287502,0.00036182354,0.000003123888,0.00005670179,0.000011026995],"genre_scores_gemma":[0.9877187,0.000022579583,0.012210339,0.0000052780374,0.000012354982,0.000013828337,0.0000039195756,0.000012867174,1.3701442e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894494,0.000022659793,0.0004080151,0.00017285145,0.00025151123,0.00020002054],"domain_scores_gemma":[0.99955624,0.00003545987,0.00006736557,0.00013459564,0.00016846796,0.00003788814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070592866,0.00014794576,0.00024538444,0.0003055153,0.00007804122,0.000089073066,0.00015061127,0.000061111736,8.8980084e-7],"category_scores_gemma":[0.000029539018,0.00012819287,0.000014167933,0.00036200316,0.00007017366,0.00047640683,0.000049443115,0.0000857038,7.695849e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004241465,0.000006006726,0.000018586337,0.00005105354,0.0000014820448,5.1957693e-7,0.00011660591,0.4399152,0.55937636,0.00040675965,1.946782e-8,0.000103147555],"study_design_scores_gemma":[0.00006928208,0.000023171799,0.0007329793,0.00021783609,0.000009372384,0.000006982018,0.000022405833,0.5254188,0.4732035,0.00022373069,2.3974781e-8,0.00007189351],"about_ca_topic_score_codex":0.0000149471525,"about_ca_topic_score_gemma":3.3447094e-7,"teacher_disagreement_score":0.09882823,"about_ca_system_score_codex":0.000060938943,"about_ca_system_score_gemma":0.000017347651,"threshold_uncertainty_score":0.5227554},"labels":[],"label_agreement":null},{"id":"W2281448676","doi":"10.1515/secm.2000.9.2.75","title":"Free Vibration Analysis of Angle-Ply Laminated Circular Cylindrical Shells with Clamped Edges","year":2000,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Concordia University","keywords":"Materials science; Composite material; Vibration; Structural engineering; Acoustics; Engineering; Physics","score_opus":0.0034099516213967978,"score_gpt":0.1767403875946983,"score_spread":0.1733304359733015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281448676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987299,0.00008900159,0.012109114,0.000011320763,0.000055672223,0.00007590487,0.00002808531,0.000060035272,0.0002718134],"genre_scores_gemma":[0.9961221,0.00005051623,0.0037543722,0.000005745979,0.000018463059,0.000002400537,0.000029900093,0.000011033887,0.000005470772],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990466,0.0000108308905,0.00030750176,0.0001748252,0.0002951393,0.00016506],"domain_scores_gemma":[0.99949443,0.000022288634,0.00004877095,0.00025268365,0.00012619446,0.000055630495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117776,0.00013504074,0.00038473753,0.00048334082,0.000045066823,0.000072075,0.00020117807,0.00004477745,0.00014383135],"category_scores_gemma":[0.00000941253,0.00011563404,0.000040724786,0.0016556113,0.000101712605,0.00022399367,0.000022555223,0.000035858888,5.17762e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007914408,0.0000054878465,0.00010599952,0.000036215784,0.00010344531,6.147798e-7,0.00009502777,0.41584042,0.58312565,0.00004585913,0.000002145555,0.0006312202],"study_design_scores_gemma":[0.00018788534,0.000053443797,0.043362807,0.000037365848,0.00039419535,0.000003681779,0.000008218072,0.31963292,0.6361056,0.000009035001,0.000040566432,0.00016428318],"about_ca_topic_score_codex":0.000022256787,"about_ca_topic_score_gemma":0.0000023594505,"teacher_disagreement_score":0.09620751,"about_ca_system_score_codex":0.000022199696,"about_ca_system_score_gemma":0.000013487459,"threshold_uncertainty_score":0.4715419},"labels":[],"label_agreement":null},{"id":"W2290256358","doi":"10.1515/secm-2014-0029","title":"An experimental study on the effect of length and orientation of embedded FBG sensors on the signal properties under fatigue loading","year":2015,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Fiber Bragg grating; Materials science; Structural health monitoring; Perpendicular; SIGNAL (programming language); Composite number; Reinforcement; Fiber; Fiber optic sensor; Orientation (vector space); Optical fiber; Composite material; Structural engineering; Strain (injury); Reliability (semiconductor); Acoustics; Optics; Optoelectronics; Computer science; Engineering","score_opus":0.030956134354011025,"score_gpt":0.2678167035300856,"score_spread":0.23686056917607456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290256358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99927217,0.000033869008,0.00012943309,0.0000092505725,0.00015255668,0.0003338154,0.0000031666168,0.000029096318,0.00003662665],"genre_scores_gemma":[0.9998073,0.0000013960718,0.00014828789,0.0000030924787,0.000014771293,0.000011433372,4.098913e-7,0.000012387224,9.341529e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992122,0.00004127655,0.00019731138,0.00012471933,0.00029919532,0.00012528029],"domain_scores_gemma":[0.99957657,0.00011927359,0.00004858189,0.00016883493,0.000045105586,0.000041657302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006613677,0.0001239691,0.00019697125,0.00008486769,0.000049304745,0.00003631152,0.00012948844,0.000018951674,0.0000025596405],"category_scores_gemma":[0.00003878144,0.000070896436,0.0000100410425,0.00014810757,0.00018015159,0.00014394317,0.000025915046,0.000041704796,3.6818162e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004250837,0.0000162394,0.00008317574,0.000027942544,0.000010066507,2.6140435e-7,0.0031861693,0.17228922,0.82413274,0.00019512657,8.92805e-7,0.000015671385],"study_design_scores_gemma":[0.00024626954,0.0009715684,0.0012479482,0.000082994935,0.000009640754,0.0000019884062,0.0025543012,0.01556414,0.97924,0.0000054919,4.135172e-7,0.00007521626],"about_ca_topic_score_codex":0.00000724259,"about_ca_topic_score_gemma":7.339828e-8,"teacher_disagreement_score":0.1567251,"about_ca_system_score_codex":0.000026008565,"about_ca_system_score_gemma":0.0000069537787,"threshold_uncertainty_score":0.28910726},"labels":[],"label_agreement":null},{"id":"W2312559427","doi":"10.1515/secm.2000.9.4.163","title":"Through-the-Thickness Compressive Strengths of Graphite/Epoxy Laminated Composites: Experimental Characterization and Statistical Analysis","year":2000,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material; Epoxy; Compressive strength; Graphite; Modulus; Prism; Elastic modulus","score_opus":0.0062478236850550305,"score_gpt":0.23529558022248998,"score_spread":0.22904775653743495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312559427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99279153,0.00016655948,0.0065052113,0.000019380406,0.000112929,0.00016518417,0.00012799386,0.00007722711,0.000033986256],"genre_scores_gemma":[0.9971,0.0000675511,0.0027289907,0.000009261394,0.000014425711,0.000011265008,0.000048674454,0.000015569138,0.0000042444144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998698,0.0000306557,0.00045339545,0.00022534364,0.00035574925,0.00023685543],"domain_scores_gemma":[0.99941933,0.00012983501,0.000071750685,0.00021406685,0.00009168397,0.00007330319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023979701,0.0001940274,0.00046144082,0.00019704746,0.00009651243,0.00009275826,0.0002578389,0.00005548415,0.000117552794],"category_scores_gemma":[0.00001538849,0.00016438485,0.000031967174,0.00071777886,0.00040379327,0.0002782994,0.00006596943,0.0000709073,0.0000012649446],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000171052,0.00002768107,0.00019181347,0.00007916703,0.0000613118,0.0000016587966,0.0003284906,0.0044303215,0.9932493,0.0012187291,0.0000017484381,0.00039268372],"study_design_scores_gemma":[0.00019857798,0.00007101625,0.03724874,0.000069022135,0.00014254377,0.000010658193,0.00002482448,0.019870112,0.9421074,0.00001742642,0.00005971492,0.00017998776],"about_ca_topic_score_codex":0.000025012572,"about_ca_topic_score_gemma":2.9292664e-7,"teacher_disagreement_score":0.051141918,"about_ca_system_score_codex":0.00001698038,"about_ca_system_score_gemma":0.0000091330385,"threshold_uncertainty_score":0.67034197},"labels":[],"label_agreement":null},{"id":"W2313267406","doi":"10.1515/secm.2008.15.1.43","title":"Effects of Chemical Treatments on Mechanical and Physical Properties of Flax Fiber-reinforced Composites","year":2008,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Composite material; Materials science; Composite number; Fiber; Fiber-reinforced composite; Volume (thermodynamics)","score_opus":0.00813596218587096,"score_gpt":0.20440920925500627,"score_spread":0.19627324706913532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313267406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99943894,0.00009619093,0.000012370835,0.000013922813,0.00011193887,0.00025203955,0.000010716815,0.000037240177,0.000026647282],"genre_scores_gemma":[0.99824494,0.000014715644,0.0016686183,0.000007663072,0.000026105636,0.000009088265,0.0000016638555,0.000011181936,0.000016015918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986057,0.000020373984,0.00036951638,0.0002616691,0.00048562625,0.00025706188],"domain_scores_gemma":[0.9992892,0.00013369172,0.00015241113,0.00019050014,0.00013294679,0.00010125113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018744655,0.00020371801,0.0005483144,0.00015289315,0.000067700465,0.000030065345,0.0002786394,0.000052394225,0.000006595576],"category_scores_gemma":[0.00007750456,0.00015328772,0.00003964805,0.00021496865,0.0006075602,0.00025023473,0.00019451235,0.00004968608,0.000003784515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012918407,0.00003346474,0.0000049643554,0.0003941849,0.000013110696,0.000002435327,0.00026568415,0.0003300961,0.9981383,0.00064310164,0.0000021579153,0.000043293316],"study_design_scores_gemma":[0.00045917646,0.00036971184,0.00046558192,0.00033983355,0.000029876304,0.00002822201,0.0000029437758,0.0011224382,0.9970146,0.000017344264,0.0000022232575,0.00014808378],"about_ca_topic_score_codex":0.000028570945,"about_ca_topic_score_gemma":1.13981615e-8,"teacher_disagreement_score":0.0016562475,"about_ca_system_score_codex":0.000025526693,"about_ca_system_score_gemma":0.00003459328,"threshold_uncertainty_score":0.62508917},"labels":[],"label_agreement":null},{"id":"W2313703731","doi":"10.1515/secm.2006.13.3.157","title":"Numerical and Experimental Investigation into Dynamic Delamination Propagation of Axially Impacted Laminated Composite Beams","year":2006,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Delamination (geology); Composite material; Fiber pull-out; Composite number; Epoxy; Numerical analysis; Strain energy release rate; Fibre-reinforced plastic; Beam (structure); Structural engineering; Composite laminates; Fracture mechanics","score_opus":0.004455965676773231,"score_gpt":0.21477598029061187,"score_spread":0.21032001461383865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313703731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955232,0.00016474482,0.0037766446,0.000018723968,0.0001600149,0.0002074896,0.000007610971,0.00012223025,0.000019323537],"genre_scores_gemma":[0.9927501,0.000005977413,0.007163775,0.0000025171748,0.0000149228235,0.0000104306955,0.00003179159,0.000018491344,0.0000019756885],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988568,0.00001873337,0.0004183978,0.00018909159,0.00032818544,0.00018883125],"domain_scores_gemma":[0.9995396,0.000034917794,0.00008989942,0.0001251367,0.00013308474,0.00007737447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032301288,0.00016625687,0.00027509592,0.00024386946,0.000061320534,0.00007331295,0.00013783877,0.00006340383,0.0000050017397],"category_scores_gemma":[0.000020028525,0.00016749435,0.000016844575,0.00037089433,0.00019251047,0.00037207437,0.00004946363,0.000051284012,7.406962e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012152546,0.00001865058,0.00025751488,0.00014161564,0.0000048230895,6.8047063e-7,0.00016256454,0.008598985,0.9901075,0.00044144565,0.0000014693318,0.00025260082],"study_design_scores_gemma":[0.0002121676,0.00009496828,0.054507583,0.00009450291,0.000013733669,0.000009453286,0.000008219861,0.08132225,0.8635008,0.00009164573,0.0000015719629,0.00014314854],"about_ca_topic_score_codex":0.00007478359,"about_ca_topic_score_gemma":5.747474e-7,"teacher_disagreement_score":0.12660675,"about_ca_system_score_codex":0.00007514991,"about_ca_system_score_gemma":0.0000183624,"threshold_uncertainty_score":0.6830221},"labels":[],"label_agreement":null},{"id":"W2313866014","doi":"10.1515/secm.2002.10.6.397","title":"A New Bridge Deck for the Kaag Bridges The First CRC (Compact Reinforced Composite) Application in Civil Infrastructure","year":2002,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Materials science; Bridge (graph theory); Composite number; Bridge deck; Deck; Composite material; Civil infrastructure; Structural engineering; Civil engineering; Engineering","score_opus":0.008943671856565062,"score_gpt":0.21012737839402335,"score_spread":0.2011837065374583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313866014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842139,0.00040429592,0.113825396,0.0006455108,0.00034145438,0.00036090153,0.000017620237,0.00014197809,0.00004894739],"genre_scores_gemma":[0.99907947,0.000084090716,0.0006624946,0.000039344483,0.000085499334,0.000015989934,0.000004292976,0.000016846061,0.00001199714],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906236,0.0000047523918,0.00030312664,0.00016000868,0.00021696865,0.00025275527],"domain_scores_gemma":[0.99945396,0.00012030645,0.00004861101,0.00026638326,0.000045450815,0.000065279986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599108,0.00017252371,0.00023149325,0.00016157918,0.00014306165,0.00016712221,0.00037249696,0.0000441896,0.000020499221],"category_scores_gemma":[0.000029871819,0.00011574585,0.000041142288,0.00053649116,0.0000970404,0.00019967974,0.000032230695,0.00007739635,0.0000019718707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004481679,9.843125e-7,0.00013435708,0.00006695948,0.000015767795,1.3890366e-7,0.00030984625,0.676932,0.3207492,0.00058203057,0.00041719698,0.0007870793],"study_design_scores_gemma":[0.00024217059,0.000015346184,0.15197761,0.000047638536,0.000023687966,0.000010934843,0.000014966773,0.76353765,0.082161605,0.000027415272,0.0017784323,0.00016256652],"about_ca_topic_score_codex":0.00015432392,"about_ca_topic_score_gemma":0.000013028171,"teacher_disagreement_score":0.23858757,"about_ca_system_score_codex":0.000059245933,"about_ca_system_score_gemma":0.000010772036,"threshold_uncertainty_score":0.47199786},"labels":[],"label_agreement":null},{"id":"W2316239739","doi":"10.1515/secm.2004.11.2-3.201","title":"Development of TTMSP to Predict the Performance of Discontinuous Natural Fibre-Polymer Composites","year":2004,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Moisture; Polymer; Time–temperature superposition; Durability; Superposition principle; Natural fiber; Fiber","score_opus":0.004989390592136016,"score_gpt":0.20264730303749637,"score_spread":0.19765791244536035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316239739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876136,0.00024044883,0.00016218852,0.00006639169,0.0004486414,0.00024136619,0.000018915081,0.00003387761,0.000026794709],"genre_scores_gemma":[0.9829769,0.0000042386114,0.016941722,0.000018049368,0.000026758298,0.000008449513,0.000002896527,0.000010110871,0.000010858355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99827075,0.000011854363,0.00058691885,0.0002318508,0.0005780509,0.00032057968],"domain_scores_gemma":[0.99919355,0.000054287266,0.00019615715,0.00028340434,0.0001891149,0.00008348208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065416994,0.00018098402,0.00037710794,0.0001878877,0.00014250875,0.000074222145,0.0006835854,0.000032573473,0.00001108922],"category_scores_gemma":[0.000033097444,0.00012262708,0.000029465595,0.00044599344,0.00037267752,0.00035282646,0.00032925588,0.000055531655,0.0000048494985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051066403,0.000012142134,0.00006798081,0.00016176097,0.000007729379,3.5211698e-7,0.0007977886,0.0044199317,0.99376607,0.0005562411,0.0000017694654,0.00015719222],"study_design_scores_gemma":[0.00020204735,0.000120918485,0.006616716,0.0003357567,0.000011436306,0.000013548121,0.00002345218,0.00022396487,0.99227417,0.0000070619326,0.000025915102,0.00014504786],"about_ca_topic_score_codex":0.000032934473,"about_ca_topic_score_gemma":7.0292424e-7,"teacher_disagreement_score":0.016779535,"about_ca_system_score_codex":0.00004119595,"about_ca_system_score_gemma":0.00011234296,"threshold_uncertainty_score":0.5000587},"labels":[],"label_agreement":null},{"id":"W2316452257","doi":"10.1515/secm.2006.13.1.65","title":"Static and Dynamic Wetability of Molten Al on Al2O3 and ZrO2 Substrates","year":2006,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Alberta Advanced Education; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Materials science; Industrial chemistry; Composite material; Materials processing; Process engineering; Biochemical engineering; Engineering","score_opus":0.00325644879990048,"score_gpt":0.1942135925706126,"score_spread":0.19095714377071213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316452257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990346,0.00040000532,0.0001545096,0.000060298134,0.00006724396,0.00006135306,0.000011018952,0.00013796244,0.00007301719],"genre_scores_gemma":[0.99852484,0.00011728351,0.0013370857,0.0000030560732,0.000003642801,0.000002983005,0.0000012403185,0.000008046102,0.0000018392936],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935555,0.00000493188,0.00018099215,0.00014139822,0.00012051267,0.00019662426],"domain_scores_gemma":[0.9997531,0.000042137293,0.000026076197,0.00012679513,0.000025221503,0.000026637332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031711793,0.00010844483,0.00020694299,0.00012740798,0.000035249377,0.00004051359,0.00009184408,0.000030433339,8.966019e-7],"category_scores_gemma":[0.000020392916,0.0000995124,0.0000075540593,0.00013043171,0.0002659175,0.000097769545,0.00003740753,0.00004618131,1.570651e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003368927,0.0000058610926,0.0003683443,0.0001898977,0.0000051985285,5.2428476e-7,0.000045454333,0.008443618,0.9898185,0.00089836156,0.000005257852,0.00021558399],"study_design_scores_gemma":[0.0001573511,0.0000918354,0.06602843,0.0001139166,0.000009350379,0.000010403919,0.000021050784,0.042068902,0.8903616,0.00097036036,0.000018864926,0.0001479009],"about_ca_topic_score_codex":0.000034580367,"about_ca_topic_score_gemma":0.0000014978025,"teacher_disagreement_score":0.0994569,"about_ca_system_score_codex":0.000018928476,"about_ca_system_score_gemma":0.000009746207,"threshold_uncertainty_score":0.4057998},"labels":[],"label_agreement":null},{"id":"W2318099549","doi":"10.1515/secm.2005.12.3.167","title":"Glass FRP Composite Bars for Concrete Bridge Barriers","year":2005,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Ministry of Transportation of Ontario","funders":"","keywords":"Materials science; Fibre-reinforced plastic; Composite material; Composite number; Bridge (graph theory); Structural engineering; Engineering","score_opus":0.00826258305744919,"score_gpt":0.22244597563682006,"score_spread":0.21418339257937086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318099549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99644226,0.00017673291,0.0019338724,0.000041113602,0.00069905195,0.00026512056,0.0000854395,0.00023814908,0.00011825699],"genre_scores_gemma":[0.98551977,0.000027171207,0.01423412,0.000033563872,0.00011385747,0.000020653799,0.000009367717,0.000031052485,0.000010456297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868745,0.000005171871,0.00035374102,0.00022425788,0.00028880662,0.0004405517],"domain_scores_gemma":[0.99933267,0.000053559488,0.00004864692,0.00022374882,0.00012074843,0.00022062055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033815522,0.00022714482,0.00035028777,0.00019548101,0.00010774059,0.00014421788,0.00034156916,0.00006591635,0.00002481649],"category_scores_gemma":[0.000041837546,0.00022947621,0.00004520853,0.00022402914,0.0002130319,0.00045232422,0.00006489973,0.00006295402,0.000004829392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012810119,7.402378e-8,0.000029150264,0.00009542914,0.000012711461,7.5779036e-7,0.00012213568,0.013695421,0.98484296,0.000423586,0.00004466173,0.00072029827],"study_design_scores_gemma":[0.0003786749,0.000044847657,0.004320512,0.000064126965,0.000026129077,0.000023923425,0.0000080853315,0.027900044,0.9652107,0.000008888933,0.0017275641,0.00028652162],"about_ca_topic_score_codex":0.000012145501,"about_ca_topic_score_gemma":6.421411e-8,"teacher_disagreement_score":0.019632282,"about_ca_system_score_codex":0.00007736606,"about_ca_system_score_gemma":0.00003393487,"threshold_uncertainty_score":0.9357768},"labels":[],"label_agreement":null},{"id":"W2318630826","doi":"10.1515/secm-2012-0171","title":"Energy absorption rate of composite tube as a function of stacking sequence using finite element method","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Stacking; Materials science; Isotropy; Composite material; Dissipation; Finite element method; Composite number; Absorption (acoustics); Energy (signal processing); Structural engineering; Thermodynamics; Optics; Mathematics; Statistics; Physics","score_opus":0.02164966873106681,"score_gpt":0.26226549671376254,"score_spread":0.24061582798269573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318630826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75874114,0.000068095396,0.24067755,0.000005010525,0.0003211802,0.00008091144,0.000013700819,0.000058228037,0.00003416263],"genre_scores_gemma":[0.973542,0.00003085128,0.026346771,0.00001163702,0.00003236976,0.000005253038,0.0000065529116,0.000022683926,0.0000019060278],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984438,0.000057242454,0.0006260079,0.00023092792,0.00036288175,0.00027917675],"domain_scores_gemma":[0.99909925,0.00015025525,0.0001734921,0.00026812975,0.00021454634,0.00009433514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013231526,0.00020128979,0.0004720605,0.0003266648,0.00005001209,0.000046723642,0.0002576533,0.00006300485,0.00002285512],"category_scores_gemma":[0.000046611185,0.00020465846,0.000043814158,0.00042329976,0.00011106642,0.0003009388,0.00010227277,0.000058015365,9.959476e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024994628,0.000011717029,0.000032468957,0.00023378944,0.000015286312,3.812694e-7,0.00005036073,0.13628447,0.8592113,0.0027392996,7.048257e-7,0.0013952121],"study_design_scores_gemma":[0.00017490578,0.00012601733,0.0012230764,0.00023813944,0.000043049862,0.000005097851,0.0000051777297,0.20626153,0.79149944,0.00023961498,0.000034396755,0.00014956556],"about_ca_topic_score_codex":0.00008577573,"about_ca_topic_score_gemma":4.3127523e-7,"teacher_disagreement_score":0.21480082,"about_ca_system_score_codex":0.000050585815,"about_ca_system_score_gemma":0.00002472598,"threshold_uncertainty_score":0.834573},"labels":[],"label_agreement":null},{"id":"W2320406197","doi":"10.1515/secm-2014-0258","title":"The effect of the percentage of steered plies on the bending-induced buckling performance of a variable stiffness composite cylinder","year":2015,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Buckling; Materials science; Composite number; Bending stiffness; Stiffness; Bending; Structural engineering; Composite material; Finite element method; Fiber; Cylinder; Specific modulus; Mechanical engineering; Engineering","score_opus":0.008205497037161677,"score_gpt":0.1982756648530844,"score_spread":0.19007016781592273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320406197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999287,0.000058640937,0.000065149114,0.000014040149,0.00031329956,0.00014263202,0.000008881725,0.000012681541,0.0000976422],"genre_scores_gemma":[0.99981534,0.00001385806,0.00013362592,0.0000019067011,0.000017723074,0.0000036099939,0.0000011305881,0.000007753544,0.0000050530225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910516,0.00002706392,0.00030089408,0.00008868304,0.00033690917,0.00014127474],"domain_scores_gemma":[0.9993733,0.0001678116,0.00011132048,0.00021809444,0.000102240534,0.000027187823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008062423,0.00011285796,0.0002615536,0.00006746953,0.0001031907,0.0000399536,0.00033066314,0.000027770524,0.0000046991213],"category_scores_gemma":[0.00005928873,0.000054739823,0.000031089767,0.00032090853,0.00015384959,0.00010045499,0.00007423077,0.000049681083,2.3523963e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002466317,0.0000017701025,0.0003149251,0.000113680355,0.000017545437,2.1644027e-8,0.00015046609,0.28434315,0.7146936,0.00021648391,0.0000012340679,0.00012244118],"study_design_scores_gemma":[0.0001593186,0.00007628222,0.017319966,0.00017122886,0.000030021054,0.0000013412823,0.000040970386,0.10524611,0.8768859,0.000005020923,0.0000052615765,0.000058592876],"about_ca_topic_score_codex":0.000023908317,"about_ca_topic_score_gemma":2.3954433e-7,"teacher_disagreement_score":0.17909704,"about_ca_system_score_codex":0.000022459531,"about_ca_system_score_gemma":0.00001452966,"threshold_uncertainty_score":0.22322251},"labels":[],"label_agreement":null},{"id":"W2320595019","doi":"10.1515/secm.2007.14.2.85","title":"Coupled Non-Conforming Finite Element and Finite Difference Approximation Based on Laminate Extrapolation to Simulate Liquid Composite Molding Processes. Part I: Isothermal Flow","year":2007,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Extrapolation; Isothermal process; Finite element method; Composite number; Composite material; Molding (decorative); Transfer molding; Flow (mathematics); Mechanics; Structural engineering; Mathematical analysis; Mold; Thermodynamics; Mathematics; Physics; Engineering","score_opus":0.00935414252687124,"score_gpt":0.2254512910012366,"score_spread":0.21609714847436534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320595019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8876475,0.000060445323,0.11150759,0.000018837596,0.00023021142,0.00030711296,0.000015800686,0.00014683645,0.000065642824],"genre_scores_gemma":[0.9927533,0.000029769899,0.0070594847,0.00003504644,0.000055176417,0.000018493096,0.0000113407,0.00003256558,0.0000048193697],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983568,0.000008283796,0.00047373454,0.00029984076,0.0004144942,0.000446845],"domain_scores_gemma":[0.99912506,0.00027451996,0.00008993612,0.00018748127,0.0001709274,0.00015207747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010491546,0.000267005,0.00031252665,0.00044096925,0.00016435684,0.00019839272,0.00019957079,0.00006348323,0.000008272478],"category_scores_gemma":[0.00014476839,0.00026759424,0.000015662132,0.0005492658,0.00008261076,0.00035485261,0.000060836664,0.000092266324,0.0000022266165],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053361364,0.000010601242,0.00006966685,0.00069543615,0.000004740177,0.0000013868989,0.0003251904,0.45971447,0.53855324,0.000011315397,3.2015345e-7,0.0005602519],"study_design_scores_gemma":[0.00020759545,0.000113891474,0.0029693467,0.00047002398,0.000008737474,0.0000015668038,0.000009273284,0.5010938,0.49491245,0.000004231865,0.000024598612,0.00018448354],"about_ca_topic_score_codex":0.000007322831,"about_ca_topic_score_gemma":0.0000013332827,"teacher_disagreement_score":0.10510578,"about_ca_system_score_codex":0.000059076545,"about_ca_system_score_gemma":0.00003488255,"threshold_uncertainty_score":0.99997765},"labels":[],"label_agreement":null},{"id":"W2321210371","doi":"10.1515/secm.2010.17.1.19","title":"The Influence of Clay Dispersion, Clay Concentration and Epoxy Chemistry on the Fracture Toughness of Epoxy Nacocomposites","year":2010,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Epoxy; Materials science; Fracture toughness; Composite material; Dispersion (optics); Toughness; Fracture (geology)","score_opus":0.0038084765570989667,"score_gpt":0.19748469565989515,"score_spread":0.1936762191027962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321210371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987781,0.00032530387,0.000014086126,0.00039011703,0.00022338427,0.00016852579,0.000022905257,0.0000145711665,0.000063027415],"genre_scores_gemma":[0.9996377,0.00006329299,0.0001947718,0.00004233655,0.00003778196,0.000007647885,0.0000012863684,0.000007033001,0.000008096974],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988062,0.000028144757,0.0003720021,0.0002032809,0.00036536457,0.00022502789],"domain_scores_gemma":[0.99897224,0.00025856096,0.00022212588,0.00030046082,0.00018494828,0.00006169357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089364,0.00014623569,0.00024456234,0.000024114006,0.0002630617,0.00015180027,0.0004585928,0.000059406895,0.000024581663],"category_scores_gemma":[0.00011002093,0.000080061865,0.00002275605,0.00016997439,0.0010452291,0.00023293192,0.00012929084,0.00008824091,8.811037e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038833554,0.000014000939,0.00040007613,0.00010185569,0.000004671756,2.7113464e-7,0.0003347816,0.00075488555,0.99766034,0.00061849935,0.000008398738,0.00006336404],"study_design_scores_gemma":[0.00010933133,0.000056218953,0.016576843,0.00012968386,0.00001138662,0.000009448349,0.000026802356,0.00021325728,0.98258775,0.000055707093,0.00012592167,0.00009764372],"about_ca_topic_score_codex":0.00006989257,"about_ca_topic_score_gemma":5.106768e-7,"teacher_disagreement_score":0.016176766,"about_ca_system_score_codex":0.000007646533,"about_ca_system_score_gemma":0.000050441096,"threshold_uncertainty_score":0.38511902},"labels":[],"label_agreement":null},{"id":"W2321482987","doi":"10.1515/secm.2008.15.2.87","title":"Processing and Properties of a Ni-ZrO2 P/M Composite","year":2008,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Advanced materials and composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Composite number; Materials processing; Composite material; Industrial chemistry; Process engineering; Biochemical engineering; Engineering","score_opus":0.010571014868133737,"score_gpt":0.1896834804964001,"score_spread":0.17911246562826635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321482987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975441,0.0014935444,0.00046787324,0.000009851812,0.00019067472,0.00010400526,0.0000084641115,0.00010448098,0.000076988144],"genre_scores_gemma":[0.99547,0.00022127017,0.004243691,0.000005544512,0.000028982864,0.000007038514,9.5129525e-7,0.000017668197,0.0000048604616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910927,0.0000058581513,0.00030222588,0.00015726077,0.00020696786,0.00021839047],"domain_scores_gemma":[0.9996482,0.000009559002,0.0000538376,0.000119763376,0.000101756305,0.0000668759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018241511,0.00015379804,0.00033269817,0.00014923191,0.000100216945,0.000048821385,0.00014512648,0.000032978813,0.0000029773603],"category_scores_gemma":[0.000011470724,0.000134446,0.000011956106,0.00020242576,0.00036122615,0.0003414974,0.0000841027,0.00003421294,5.7633616e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013847866,0.000008246675,0.0001335251,0.0006014466,0.0000062993618,0.0000016391283,0.0003776569,0.0026936398,0.99578077,0.00009672493,0.0000028467375,0.00028338702],"study_design_scores_gemma":[0.00015322283,0.000037360263,0.0060570543,0.00027520972,0.000008810851,0.0000621969,0.000015096498,0.0032158257,0.98995614,0.000024271452,0.00003907363,0.00015571623],"about_ca_topic_score_codex":0.000012410167,"about_ca_topic_score_gemma":1.290888e-7,"teacher_disagreement_score":0.005923529,"about_ca_system_score_codex":0.0000134621105,"about_ca_system_score_gemma":0.000020948737,"threshold_uncertainty_score":0.5482549},"labels":[],"label_agreement":null},{"id":"W2321832237","doi":"10.1515/secm.2011.006","title":"Thermal stresses in rings of thermoplastic composites made by automated fiber placement process","year":2011,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Thermoplastic composites; Thermal; Thermoplastic; Composite number; Heat transfer; Residual stress; Fiber; Transient (computer programming); Cylinder; Mechanical engineering; Mechanics; Computer science; Engineering","score_opus":0.009880608443606902,"score_gpt":0.21645235830494666,"score_spread":0.20657174986133975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321832237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99896544,0.0001424265,0.00011080498,0.0000033711876,0.00013551628,0.00017121411,0.00002859872,0.00022338115,0.00021921826],"genre_scores_gemma":[0.99827737,0.000011416683,0.0016557013,0.0000026927464,0.000007142967,0.000015569818,0.0000041032354,0.000022410692,0.0000035854214],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874187,0.000012147703,0.00043501725,0.00019022495,0.0003154374,0.00030532718],"domain_scores_gemma":[0.9995464,0.000053967062,0.00006975187,0.00016959074,0.00007668084,0.00008360106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029165103,0.00019285157,0.0003507966,0.00021677431,0.000027568245,0.000035510726,0.00034191128,0.00005395387,0.00010409431],"category_scores_gemma":[0.000019228837,0.00017879998,0.000018066894,0.0003335565,0.0001445012,0.00023876937,0.00007450915,0.00006359174,0.000003617332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023868804,0.00004267891,0.00054151163,0.0003073529,0.000010215889,0.000001746945,0.00034735436,0.015664069,0.9829292,0.00005704406,0.000008031645,0.0000668818],"study_design_scores_gemma":[0.0002311504,0.00007937825,0.019821092,0.00024571267,0.000014707824,0.0000031251539,0.000017077607,0.01747872,0.9619185,0.000009277841,0.0000040803934,0.00017718582],"about_ca_topic_score_codex":0.000023256278,"about_ca_topic_score_gemma":2.6259494e-7,"teacher_disagreement_score":0.02101075,"about_ca_system_score_codex":0.000027293425,"about_ca_system_score_gemma":0.000017131777,"threshold_uncertainty_score":0.72912514},"labels":[],"label_agreement":null},{"id":"W2321837609","doi":"10.1515/secm.2011.026","title":"Non-linear buckling analysis of tapered curved composite plates","year":2011,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Buckling; Materials science; Shell (structure); Parametric statistics; Finite element method; RADIUS; Structural engineering; Deformation (meteorology); Composite number; Composite material; Geometry; Mathematics; Engineering; Computer science","score_opus":0.00916052616350249,"score_gpt":0.203134514908545,"score_spread":0.1939739887450425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321837609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892091,0.00011878621,0.010036089,0.0000023740106,0.00020449162,0.00007786516,0.000023781184,0.000066367546,0.00026112312],"genre_scores_gemma":[0.9865385,0.000060782084,0.013336293,0.000004217106,0.00002086813,0.0000024040644,0.000019684145,0.000014994115,0.0000022320105],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884063,0.0000074831023,0.00046943853,0.0001989529,0.00026007887,0.00022339911],"domain_scores_gemma":[0.999379,0.000025450008,0.00009538557,0.00023978371,0.00018141115,0.00007901487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036042882,0.00017441425,0.00054632255,0.00077547855,0.000059905,0.00004018264,0.00025357888,0.0000509054,0.000050701798],"category_scores_gemma":[0.000011700952,0.00016410825,0.00007532144,0.0014991707,0.00012320008,0.00022548309,0.000066275104,0.000047490663,8.911995e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000092068785,0.000007628769,0.0008507982,0.00007171786,0.00020570071,7.48832e-7,0.00044245445,0.24741034,0.75083894,0.000066656175,0.0000011729045,0.00009462274],"study_design_scores_gemma":[0.000100033045,0.000021377742,0.046879657,0.000040612424,0.0002998844,0.0000021035003,0.000013545865,0.33633187,0.6161618,0.000008009698,0.000005254678,0.00013581086],"about_ca_topic_score_codex":0.00009305471,"about_ca_topic_score_gemma":0.0000026000328,"teacher_disagreement_score":0.13467713,"about_ca_system_score_codex":0.000023396375,"about_ca_system_score_gemma":0.000012401442,"threshold_uncertainty_score":0.669214},"labels":[],"label_agreement":null},{"id":"W2322161769","doi":"10.1515/secm.2004.11.2-3.79","title":"Progressive Failure Analysis of Composite Laminates Subjected to In-Plane Compressive and Shear Loadings","year":2004,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material; Composite number; Shear (geology); Composite laminates; Compressive strength; Structural engineering; Engineering","score_opus":0.00505593770980552,"score_gpt":0.21728201262715358,"score_spread":0.21222607491734805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322161769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99872833,0.00020726329,0.00052056037,0.0000376678,0.00010197098,0.00025201874,0.000050097373,0.00008580113,0.000016288564],"genre_scores_gemma":[0.9920765,0.000013611263,0.007849579,0.000007381181,0.000010107953,0.000013664115,0.000011395516,0.000016935881,8.1084545e-7],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99859804,0.0000125742035,0.00044548218,0.0002780885,0.00033658088,0.00032922265],"domain_scores_gemma":[0.9993507,0.00006893179,0.000073674615,0.00020685383,0.00013972788,0.00016011237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030412522,0.00021463311,0.0006437594,0.0009057047,0.000043124528,0.00009172841,0.00028059407,0.00006583164,0.000012007752],"category_scores_gemma":[0.00003436804,0.00020972382,0.000032279284,0.0014426208,0.00016863793,0.00022442617,0.00012973478,0.00008175271,0.0000013348943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018878523,0.000021190828,0.0010261514,0.00015265473,0.00005691761,0.000010682993,0.0004115634,0.028813332,0.9689973,0.00042543272,0.0000013725656,0.00006451927],"study_design_scores_gemma":[0.00028032003,0.000092467744,0.10110316,0.0002733449,0.00011265402,0.000012717855,0.000021716134,0.0014195027,0.8964504,0.000030173487,0.0000054255174,0.00019813929],"about_ca_topic_score_codex":0.00006142554,"about_ca_topic_score_gemma":0.000003944704,"teacher_disagreement_score":0.100077,"about_ca_system_score_codex":0.000050861625,"about_ca_system_score_gemma":0.000014872462,"threshold_uncertainty_score":0.8552289},"labels":[],"label_agreement":null},{"id":"W2322359738","doi":"10.1515/secm.2010.17.4.213","title":"Non-linear Viscoelastic-Viscoplastic Constitutive Modelling of Creep in Continuous Fibre Glass Mat Thermoplastic Composites","year":2010,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Composite Material Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Viscoplasticity; Viscoelasticity; Composite material; Creep; Thermoplastic; Constitutive equation; Industrial chemistry; Thermoplastic composites; Glass fiber; Finite element method; Structural engineering","score_opus":0.007189927146276902,"score_gpt":0.1981332736129996,"score_spread":0.1909433464667227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322359738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652189,0.000043569347,0.032476645,0.000005182163,0.0016635187,0.00026991943,0.000054206666,0.000102365004,0.00016571741],"genre_scores_gemma":[0.9919128,0.000015834878,0.007951442,0.000003166234,0.000062884756,0.000011190122,0.000005601114,0.000035313664,0.0000018095938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99829125,0.000011091301,0.0006264208,0.00028940898,0.00034938275,0.00043244998],"domain_scores_gemma":[0.99916065,0.00017760094,0.000104871426,0.00027295356,0.00016099605,0.00012291019],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004615888,0.00029878833,0.0006407097,0.0004422045,0.000060530678,0.00009702828,0.00038515794,0.00010460915,0.000020401481],"category_scores_gemma":[0.000057526027,0.000297362,0.000033530003,0.00045739868,0.00034957487,0.00029919014,0.00015875163,0.00017279603,0.000006401618],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003180805,0.000017290318,0.00010683077,0.00029049546,0.000011000537,0.000004764286,0.00014581047,0.31507027,0.6834656,0.00082739705,9.790056e-7,0.000027729213],"study_design_scores_gemma":[0.0002867697,0.00006459008,0.0008093215,0.0002836745,0.000017172415,0.00002077631,0.000013792428,0.39572355,0.6025408,0.000042315263,0.000008151645,0.00018911182],"about_ca_topic_score_codex":0.000045320256,"about_ca_topic_score_gemma":0.0000048929096,"teacher_disagreement_score":0.08092485,"about_ca_system_score_codex":0.00004060339,"about_ca_system_score_gemma":0.000055421428,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W2323117526","doi":"10.1515/secm-2014-0167","title":"Size-dependent behavior of laminates with curvilinear fibers made by automated fiber placement","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Curvilinear coordinates; Materials science; Curvature; Buckling; Stiffness; Fiber; Composite material; RADIUS; Structural engineering; Geometry; Mathematics; Computer science; Engineering","score_opus":0.0019588161025503262,"score_gpt":0.1841811989091496,"score_spread":0.18222238280659928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323117526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978481,0.000057598838,0.0015929027,0.000006880965,0.00010248475,0.00010713264,0.000023448141,0.00014583254,0.000115619754],"genre_scores_gemma":[0.9939793,0.000017336433,0.0059321397,0.000003807659,0.000014023444,0.0000067963624,0.000011918832,0.000015862664,0.000018809793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909705,0.000009403323,0.00026966774,0.00015485444,0.00028932554,0.00017968849],"domain_scores_gemma":[0.99958783,0.00003578885,0.000061181585,0.00016027682,0.00009706227,0.000057872698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027214942,0.00014267246,0.00026958282,0.00011903913,0.000039325987,0.0000557545,0.00014927784,0.00003413808,0.00004633583],"category_scores_gemma":[0.000010946695,0.00011947334,0.000017034015,0.0002586448,0.00009024494,0.00013567733,0.000037966714,0.000032677613,0.0000011359837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006901212,0.000007921074,0.00007902093,0.000087054264,0.000014433881,2.6130752e-7,0.00006385327,0.19502985,0.80449486,0.000018018989,0.000026668347,0.0001711812],"study_design_scores_gemma":[0.00021953562,0.00007490194,0.0042498154,0.000060831193,0.000050900107,0.0000052402265,0.000009098897,0.12869796,0.86640924,0.0000013055645,0.00007840914,0.0001427434],"about_ca_topic_score_codex":0.00002131386,"about_ca_topic_score_gemma":6.4594235e-7,"teacher_disagreement_score":0.066331886,"about_ca_system_score_codex":0.00002727224,"about_ca_system_score_gemma":0.000008948706,"threshold_uncertainty_score":0.48719814},"labels":[],"label_agreement":null},{"id":"W2326275636","doi":"10.1515/secm-2013-0254","title":"Triticale straw and its thermoplastic biocomposites","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Triticale; Materials science; Composite material; Compounding; Differential scanning calorimetry; Scanning electron microscope; Composite number; Polypropylene; Crystallization; Filler (materials); Ultimate tensile strength; Biocomposite; Chemical engineering; Agronomy","score_opus":0.0058038762404362286,"score_gpt":0.20732257221933117,"score_spread":0.20151869597889494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326275636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986091,0.00027177253,0.0003218408,0.000075856624,0.00032367368,0.00014238823,0.00001477352,0.00008601493,0.00015453337],"genre_scores_gemma":[0.99713004,0.000015700034,0.002732106,0.00003195553,0.0000587797,0.0000057682196,0.0000016787104,0.000012030996,0.000011951782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866635,0.000024971134,0.0002979748,0.00030682914,0.00035275237,0.00035110448],"domain_scores_gemma":[0.99927825,0.00018674857,0.000069731635,0.00017340844,0.00013652284,0.00015531156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007199473,0.00017577827,0.00030898946,0.00018131251,0.00014549016,0.00025080628,0.00030884732,0.000048347105,0.00003951436],"category_scores_gemma":[0.0001393807,0.00014647863,0.000016664724,0.00024002987,0.00029120373,0.00040664108,0.00019509597,0.00005241829,0.000015783664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015162248,0.0000066490516,0.000021086096,0.000120896824,0.0000024877424,7.210508e-7,0.00005021523,0.00015367313,0.9914781,0.0080307415,0.00000258595,0.00011769829],"study_design_scores_gemma":[0.00020743592,0.00012028354,0.0021343504,0.00010792608,0.000013378113,0.000033880748,0.000003811897,0.0028790177,0.9940794,0.00017933136,0.00006069262,0.00018046914],"about_ca_topic_score_codex":0.000008587883,"about_ca_topic_score_gemma":9.88268e-8,"teacher_disagreement_score":0.00785141,"about_ca_system_score_codex":0.000016145112,"about_ca_system_score_gemma":0.000021632199,"threshold_uncertainty_score":0.5973225},"labels":[],"label_agreement":null},{"id":"W2327950535","doi":"10.1515/secm.2011.028","title":"Non-isothermal crystallization behavior of clay-reinforced polypropylene nanocomposites","year":2011,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Crystallization; Nucleation; Differential scanning calorimetry; Polypropylene; Avrami equation; Activation energy; Nanocomposite; Isothermal process; Kinetics; Composite material; Chemical engineering; Polymer; Crystallization of polymers; Thermodynamics; Physical chemistry; Chemistry","score_opus":0.012322264487070154,"score_gpt":0.20513402499768818,"score_spread":0.19281176051061802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327950535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826926,0.00014856955,0.0005848021,0.000006415781,0.0003416663,0.00024115104,0.00002951666,0.00005039835,0.00032824287],"genre_scores_gemma":[0.99353945,0.0000190243,0.006327006,0.000014749414,0.000028799604,0.000018782874,0.0000032587561,0.00001702808,0.000031869004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857056,0.000015084937,0.00048340007,0.00024706923,0.0003607745,0.00032309804],"domain_scores_gemma":[0.9992474,0.000016270742,0.00019769876,0.00025201566,0.0001864346,0.000100207966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051026256,0.00018053727,0.0003497291,0.00022607304,0.00010961312,0.00007502333,0.00041908355,0.00005556258,0.0001723767],"category_scores_gemma":[0.000013162392,0.00015072266,0.000033830416,0.0002836935,0.0004211553,0.00049231393,0.00016903544,0.000031048075,0.000006429767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006606784,0.00002930389,0.00033116853,0.00013179556,0.000004765442,0.0000013717141,0.00066424423,0.00014546333,0.9980433,0.00043837028,0.0000019067413,0.000142228],"study_design_scores_gemma":[0.00021920851,0.00019064148,0.014154148,0.00011826541,0.000027526732,0.000013808692,0.000014305475,0.00039608416,0.9846676,0.0000063756547,0.000013063742,0.00017894946],"about_ca_topic_score_codex":0.00025277416,"about_ca_topic_score_gemma":2.906162e-7,"teacher_disagreement_score":0.013822979,"about_ca_system_score_codex":0.000017515036,"about_ca_system_score_gemma":0.000059856146,"threshold_uncertainty_score":0.61462915},"labels":[],"label_agreement":null},{"id":"W2329377450","doi":"10.1515/secm.2011.021","title":"Novel fabrication process of AlN ceramic matrix composites at low temperatures","year":2011,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Ceramic; Composite material; Thermal conductivity; Thermal diffusivity; Nitride; Porosity; Spinel; Fabrication; Laser flash analysis; Oxide; Electrical resistivity and conductivity; Metallurgy; Layer (electronics)","score_opus":0.009309703499099882,"score_gpt":0.23181208519401442,"score_spread":0.22250238169491454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329377450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99768853,0.00007959668,0.0012066904,0.000011781387,0.0005324766,0.00022679438,0.00010754442,0.00007943061,0.0000671434],"genre_scores_gemma":[0.9841472,0.000015996708,0.015728066,0.000010641483,0.000040811807,0.000015067609,0.0000061089136,0.000021000304,0.00001513349],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982512,0.00002196529,0.0005487555,0.0003846009,0.00044557473,0.00034792128],"domain_scores_gemma":[0.9988583,0.000058343874,0.00030636045,0.00033622596,0.00034792788,0.000092881404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071829924,0.00021597174,0.0004527254,0.0002205787,0.00012865616,0.00007301641,0.00051380123,0.00005629219,0.00018934805],"category_scores_gemma":[0.00012035607,0.00019140706,0.00002674957,0.0003163777,0.0004816003,0.00046856757,0.00019179234,0.00003349608,0.000010834779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074209405,0.000051599094,0.00010869437,0.0003744398,0.0000051131788,7.792088e-7,0.000676359,0.0006147608,0.99743104,0.0006375209,0.000003858881,0.000021646263],"study_design_scores_gemma":[0.00018580235,0.000060111237,0.009563974,0.00017081956,0.000017330918,0.000028324102,0.00003022234,0.0002698027,0.98936176,0.0001037306,0.0000053050862,0.00020283234],"about_ca_topic_score_codex":0.00008726231,"about_ca_topic_score_gemma":6.064647e-7,"teacher_disagreement_score":0.014521375,"about_ca_system_score_codex":0.00005589048,"about_ca_system_score_gemma":0.000053260934,"threshold_uncertainty_score":0.78053534},"labels":[],"label_agreement":null},{"id":"W2330150595","doi":"10.1515/secm-2014-0251","title":"Effect of autoclave process on the quality of thermoplastic composite truncated cones manufactured using automated fiber placement technique","year":2015,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Concordia University","funders":"National Research Council Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec; Concordia University; Bombardier","keywords":"Materials science; Composite material; Autoclave; Finite element method; Ultimate tensile strength; Composite number; Stiffness; Thermoplastic; Natural frequency; Structural engineering; Vibration; Acoustics","score_opus":0.02444315066659765,"score_gpt":0.2993508984760525,"score_spread":0.27490774780945487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330150595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979289,0.00003535338,0.0008763071,0.000009500168,0.00020476918,0.0006104787,0.000035415153,0.00024277219,0.000056500077],"genre_scores_gemma":[0.99891055,0.0000015951554,0.0010141818,0.0000034086852,0.000010704498,0.000030334639,0.0000046285854,0.0000231656,0.0000014327295],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99826765,0.0000951864,0.00060301955,0.00019380698,0.0005868464,0.0002535013],"domain_scores_gemma":[0.9988978,0.0003244348,0.00018262424,0.00029760328,0.0001978344,0.00009971292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018812426,0.00024650205,0.000585044,0.0001921593,0.00004667379,0.000041898114,0.00037320773,0.000078233556,0.000019730436],"category_scores_gemma":[0.000118520176,0.00017086,0.00003903554,0.00035922162,0.0002233164,0.00012083442,0.00007806399,0.00008602325,0.0000016533581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012101311,0.000018059225,0.00003673032,0.0005186175,0.000022368235,6.3383817e-7,0.0001304303,0.08841307,0.9106037,0.00009809836,0.0000042587267,0.000033040335],"study_design_scores_gemma":[0.0003509654,0.00031291696,0.001489224,0.0003432969,0.000039947718,0.000006803063,0.000008931839,0.044630527,0.9526338,0.000019655918,0.000002303686,0.00016164324],"about_ca_topic_score_codex":0.000019656129,"about_ca_topic_score_gemma":9.233805e-8,"teacher_disagreement_score":0.043782536,"about_ca_system_score_codex":0.00006157128,"about_ca_system_score_gemma":0.000040154086,"threshold_uncertainty_score":0.6967469},"labels":[],"label_agreement":null},{"id":"W2330726326","doi":"10.1515/secm-2013-0257","title":"Impact of layup rate on the quality of fiber steering/cut-restart in automated fiber placement processes","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fiber; Materials science; Process (computing); Curvature; Compaction; Computer science; Composite material; Mathematics; Geometry","score_opus":0.017275290606308134,"score_gpt":0.28407832290188684,"score_spread":0.2668030322955787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330726326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992379,0.000048977734,0.00003006515,0.000010267228,0.00009767287,0.0001514117,0.000020645493,0.000118976925,0.00028411293],"genre_scores_gemma":[0.9996079,0.000032422187,0.00030385584,0.0000022403567,0.000013909941,0.000010881377,0.000001626687,0.000017138054,0.000009986567],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987656,0.000031056534,0.00048928434,0.00015947218,0.00030806696,0.00024654897],"domain_scores_gemma":[0.9991764,0.00027292102,0.0001153082,0.00024422945,0.00015118827,0.000039970713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139171,0.00016930891,0.00037064034,0.00019052495,0.00002873493,0.000043039236,0.00027839,0.000038991246,0.000039631126],"category_scores_gemma":[0.0002669128,0.00012315327,0.00002505903,0.00050117227,0.00015127416,0.0001605262,0.00006170915,0.000052788047,0.0000030186402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025710196,0.000019134208,0.00035878204,0.0011416369,0.000014214456,1.9101311e-7,0.00019585888,0.2728296,0.72527236,0.0000885818,0.000016192425,0.00003777232],"study_design_scores_gemma":[0.00021716763,0.0001154306,0.09808889,0.00045826845,0.0000061774354,0.0000010853854,0.000009672178,0.008306755,0.8926119,0.000017245238,0.000025198051,0.0001422168],"about_ca_topic_score_codex":0.00008788511,"about_ca_topic_score_gemma":0.000002638368,"teacher_disagreement_score":0.26452282,"about_ca_system_score_codex":0.00004250229,"about_ca_system_score_gemma":0.0000562848,"threshold_uncertainty_score":0.5022045},"labels":[],"label_agreement":null},{"id":"W2332946678","doi":"10.1515/secm.2007.14.2.113","title":"Coupled Non-Conforming Finite Element and Finite Difference Approximation Based on Laminate Extrapolation to Simulate Liquid Composite Molding Processes. Part II: Non-Isothermal Filling and Curing","year":2007,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Materials science; Isothermal process; Extrapolation; Finite element method; Composite material; Curing (chemistry); Composite number; Molding (decorative); Transfer molding; Compression molding; Thermodynamics; Mold; Mathematics; Mathematical analysis","score_opus":0.009320375068187165,"score_gpt":0.22619928923643962,"score_spread":0.21687891416825245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332946678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93917173,0.00009752432,0.059984904,0.000017523782,0.00021619147,0.00033564746,0.000011860537,0.00012222216,0.000042423726],"genre_scores_gemma":[0.99459714,0.00006175805,0.005186325,0.000025192436,0.00006526131,0.000017985565,0.000007952989,0.000034523593,0.0000038731914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833435,0.0000069198204,0.00049130846,0.00033934636,0.00036586178,0.0004622147],"domain_scores_gemma":[0.9991495,0.00027263194,0.00010558822,0.00016702696,0.00014394548,0.00016133225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095378334,0.00028777626,0.00033908986,0.00045978153,0.00028348286,0.00021755802,0.0001668961,0.00006688518,0.0000041896324],"category_scores_gemma":[0.00012426557,0.00029322732,0.0000140054035,0.00046265946,0.00009125817,0.0004205985,0.00010222039,0.00010701894,7.211809e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048184895,0.000010308234,0.00021114411,0.001008081,0.0000058013966,0.0000012572315,0.0005947685,0.39141986,0.60624,0.000012189666,1.7105147e-7,0.0004482326],"study_design_scores_gemma":[0.00025171097,0.00013557418,0.0038252196,0.00083120214,0.000010997248,0.000002348555,0.000019730618,0.4793665,0.5153205,0.0000046450928,0.000016012078,0.00021556077],"about_ca_topic_score_codex":0.000012089771,"about_ca_topic_score_gemma":0.0000015714861,"teacher_disagreement_score":0.09091952,"about_ca_system_score_codex":0.00004948253,"about_ca_system_score_gemma":0.000029167704,"threshold_uncertainty_score":0.99995196},"labels":[],"label_agreement":null},{"id":"W2333776896","doi":"10.1515/secm.2011.014","title":"Application of fiber optic sensors for elevated temperature testing of polymer matrix composite materials","year":2011,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Materials science; Composite material; Strain gauge; Composite number; Optical fiber; Stiffness; Ultimate tensile strength; Polymer; Fiber optic sensor; Fiber; Optics","score_opus":0.011008025128413857,"score_gpt":0.2238604144068745,"score_spread":0.21285238927846065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333776896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806815,0.000114354,0.0009348006,0.000003426684,0.00026154346,0.0003508484,0.000109957306,0.00010514036,0.00005176809],"genre_scores_gemma":[0.9416388,0.0000067814353,0.058245018,0.0000018259627,0.00003087231,0.00001911274,0.00000988974,0.000036495047,0.000011167462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986735,0.000009940619,0.0005887751,0.00021731263,0.00021967838,0.00029077832],"domain_scores_gemma":[0.9991385,0.00009415612,0.00016769783,0.00026724022,0.0002636204,0.00006880815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037813562,0.0002060757,0.00047513848,0.0002398843,0.0000441071,0.0000243406,0.00022987991,0.0000842938,0.000015867976],"category_scores_gemma":[0.00005734371,0.00020194348,0.000027620808,0.0004480556,0.00018675206,0.00020881278,0.000049851235,0.000042473086,0.0000019486943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003333962,0.00001336771,0.00004097382,0.00061448995,0.000022295642,5.043059e-7,0.00023498375,0.013560448,0.98492026,0.00048236706,0.0000020811713,0.000074858144],"study_design_scores_gemma":[0.00023651028,0.00006687407,0.0023383435,0.00016599376,0.000034519842,0.000016228809,0.00001842344,0.0064351205,0.99045885,0.00003076963,0.00000933738,0.00018905454],"about_ca_topic_score_codex":0.000026924883,"about_ca_topic_score_gemma":5.860286e-8,"teacher_disagreement_score":0.057310216,"about_ca_system_score_codex":0.000024775924,"about_ca_system_score_gemma":0.000017576618,"threshold_uncertainty_score":0.8235016},"labels":[],"label_agreement":null},{"id":"W2334080847","doi":"10.1515/secm-2013-0138","title":"Monitoring of jute/hemp fiber hybrid laminates by nondestructive testing techniques","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Thermography and Photoacoustic Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Thermography; Nondestructive testing; Materials science; Multiphysics; Shearography; Interferometry; Infrared; Optics; Acoustics; Finite element method; Structural engineering; Engineering","score_opus":0.004595447669693067,"score_gpt":0.19297162680695518,"score_spread":0.18837617913726212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334080847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957375,0.00012229351,0.0030944808,0.0000017130952,0.00016708703,0.00009879483,0.00006313655,0.00031496535,0.00040005313],"genre_scores_gemma":[0.9773465,0.000020968266,0.02255946,0.0000010808303,0.000038918075,0.000011340566,0.0000012776459,0.000017838374,0.000002647412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992144,0.000008346839,0.00024900076,0.00014203023,0.000180876,0.00020531921],"domain_scores_gemma":[0.9995466,0.000087653934,0.00005642846,0.0001516748,0.000107297106,0.000050330058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000467275,0.0001422159,0.00024687182,0.0001802026,0.000043715612,0.000039929913,0.00020556148,0.00003682264,0.0000048044208],"category_scores_gemma":[0.00005547341,0.00013944152,0.00001833824,0.00028389448,0.00017592142,0.00018379802,0.000047461377,0.000053883894,1.9940344e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026106154,0.000004766028,0.0001885108,0.00019504805,0.0000068256304,2.9416324e-7,0.00006389542,0.0002887489,0.9936411,0.000057544617,0.000011241186,0.005539424],"study_design_scores_gemma":[0.000044842418,0.000058606358,0.0038033552,0.0002801222,0.000010080137,0.000008479555,0.000010237474,0.0012196437,0.9942012,0.00015027983,0.00007098568,0.00014216488],"about_ca_topic_score_codex":0.000020353722,"about_ca_topic_score_gemma":1.5224407e-8,"teacher_disagreement_score":0.019464979,"about_ca_system_score_codex":0.000015769723,"about_ca_system_score_gemma":0.0000075548314,"threshold_uncertainty_score":0.568626},"labels":[],"label_agreement":null},{"id":"W2334187306","doi":"10.1515/secm.2011.011","title":"Characterization of polypropylene composites reinforced with flax fibers treated by mechanical and alkali methods","year":2011,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Agriculture and Agri-Food Canada","keywords":"Materials science; Composite material; Combing; Polypropylene; Fiber; Alkali metal; Thermal stability; Natural fiber; Chemical engineering","score_opus":0.010257980127022177,"score_gpt":0.22863797169051606,"score_spread":0.21837999156349389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334187306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950678,0.00006207973,0.004318835,0.000018199657,0.000129224,0.00023312098,0.000043300646,0.00007289158,0.00005456208],"genre_scores_gemma":[0.953092,0.000025158812,0.04678605,0.00002006885,0.000011638903,0.000008188208,0.000017506964,0.000016809761,0.000022615452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99854505,0.000044387936,0.00044806904,0.00032353072,0.00033477249,0.00030419478],"domain_scores_gemma":[0.9991311,0.000058476897,0.0002356389,0.00024285122,0.00019543964,0.00013653893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070457294,0.00022079438,0.00045587518,0.00020968486,0.00009738946,0.00008494138,0.00030614503,0.00006945761,0.00004407282],"category_scores_gemma":[0.000029818279,0.00017166215,0.00001974018,0.0003889267,0.00041935805,0.0005730078,0.00016123377,0.00005073558,0.0000012136754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014530332,0.000008184061,0.000029586727,0.00011067913,0.000011771552,0.0000010516655,0.00026145385,0.000031639556,0.9982573,0.0010240008,0.0000015472526,0.00011753078],"study_design_scores_gemma":[0.0002953939,0.0003286282,0.0014427112,0.00013567413,0.000034669745,0.000030109903,0.000008691233,0.0010993379,0.9963828,0.000019392246,0.000014364403,0.00020828076],"about_ca_topic_score_codex":0.00014724035,"about_ca_topic_score_gemma":1.681649e-7,"teacher_disagreement_score":0.042467218,"about_ca_system_score_codex":0.000022437256,"about_ca_system_score_gemma":0.000032761884,"threshold_uncertainty_score":0.7000179},"labels":[],"label_agreement":null},{"id":"W2335684409","doi":"10.1515/secm-2013-0188","title":"Effect of cutting tool lead angle on machining forces and surface finish of CFRP laminates","year":2015,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Materials science; Machining; Surface roughness; Delamination (geology); Composite material; Surface finish; Surface integrity; Mold; Mechanical engineering; Metallurgy; Engineering","score_opus":0.00564370517679174,"score_gpt":0.22849411823595264,"score_spread":0.2228504130591609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335684409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629945,0.00029104674,0.002967155,0.0000032814153,0.00015665557,0.00007281495,0.000009353328,0.000045327743,0.00015494766],"genre_scores_gemma":[0.9937117,0.000041094176,0.006216009,0.000001544331,0.00001087854,0.0000014465091,0.000002185164,0.00001156994,0.0000035718074],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937904,0.000009297347,0.00020943503,0.000108791115,0.00016144956,0.0001320174],"domain_scores_gemma":[0.99965405,0.000099431396,0.000065667315,0.00008027488,0.0000657394,0.0000348073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065285,0.00010428708,0.00024809816,0.00008488988,0.000028025608,0.000028311244,0.00009165234,0.000027174608,0.0000010118117],"category_scores_gemma":[0.0001312266,0.000092010225,0.000009737741,0.00016348719,0.0000865306,0.00020689392,0.000043113894,0.000032245298,1.5832318e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017725864,0.0000024971334,0.00024336122,0.00048464502,0.000003956964,1.934012e-7,0.00027651267,0.39629188,0.60135126,0.00011687376,0.0000012012075,0.001209865],"study_design_scores_gemma":[0.00022110864,0.0002702593,0.00043410415,0.00024240887,0.000009612355,0.00000273196,0.000021243382,0.09465063,0.90403116,0.00001855577,0.000011278858,0.00008691362],"about_ca_topic_score_codex":0.000008217825,"about_ca_topic_score_gemma":8.047765e-8,"teacher_disagreement_score":0.30267987,"about_ca_system_score_codex":0.000009539347,"about_ca_system_score_gemma":0.000009122312,"threshold_uncertainty_score":0.3752068},"labels":[],"label_agreement":null},{"id":"W2766399507","doi":"10.1515/secm-2016-0382","title":"Optimization of the PDMS/biochar nanocomposite membranes using the response surface methodology","year":2017,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biochar; Membrane; Materials science; Polydimethylsiloxane; Pervaporation; Pyrolysis; Permeation; Nanocomposite; Chemical engineering; Composite number; Response surface methodology; Composite material; Chromatography; Chemistry","score_opus":0.03788340333955743,"score_gpt":0.27891743912186456,"score_spread":0.24103403578230714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766399507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930204,0.0001240423,0.005836218,0.000115714356,0.0006693586,0.00014906115,0.00001202533,0.000030017502,0.000043152453],"genre_scores_gemma":[0.99094415,0.000043687305,0.008959072,0.000011176649,0.000019190638,0.0000014690872,6.64332e-7,0.000010930607,0.000009675407],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999204,0.000056176166,0.00025764067,0.000116566276,0.00021003585,0.00015562018],"domain_scores_gemma":[0.99927247,0.00008022581,0.00010342795,0.0004181084,0.00009207361,0.000033697295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015830222,0.00010854192,0.00021302233,0.00005724073,0.000277687,0.00009087818,0.00049636175,0.000040267394,0.000013911337],"category_scores_gemma":[0.000075867145,0.00007140305,0.000028874987,0.00013156881,0.00036187435,0.00021460555,0.00006118384,0.000044043452,4.2659542e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021376018,0.0000016037801,0.000035496694,0.000058183803,0.0000053361728,1.6837815e-7,0.00015281729,0.43577743,0.5638572,0.00008253629,9.2342117e-7,0.000006919863],"study_design_scores_gemma":[0.00011990178,0.000010748683,0.00619578,0.00006123554,0.00001725172,0.000010876777,0.000011646363,0.05755789,0.93587613,0.0000068754766,0.000056280413,0.00007537783],"about_ca_topic_score_codex":0.000031167634,"about_ca_topic_score_gemma":6.980497e-7,"teacher_disagreement_score":0.37821952,"about_ca_system_score_codex":0.0000129031405,"about_ca_system_score_gemma":0.000030856623,"threshold_uncertainty_score":0.29117316},"labels":[],"label_agreement":null},{"id":"W2774752033","doi":"10.1515/secm-2017-0132","title":"Thermal cycling of composite laminates made of out-of-autoclave materials","year":2017,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Thermal expansion; Temperature cycling; Void (composites); Autoclave; Curing (chemistry); Composite number; Thermal; Polymer; Composite laminates","score_opus":0.009659907020882623,"score_gpt":0.2354457341055384,"score_spread":0.22578582708465578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774752033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980467,0.00015186383,0.0006888743,0.000010321244,0.0006963203,0.0001110665,0.000067111236,0.000040652503,0.000187079],"genre_scores_gemma":[0.9972846,0.000048874936,0.002596987,0.0000012413991,0.000032701544,0.000002870607,0.0000035576668,0.000021901427,0.0000072591324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99855566,0.00001736337,0.00066593784,0.00017382039,0.00034142914,0.00024578866],"domain_scores_gemma":[0.99902374,0.000047478316,0.00028526565,0.00044405262,0.00013581928,0.00006366786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007381817,0.00018887984,0.0006426857,0.00021663847,0.000079074234,0.00006543491,0.0006293441,0.000069051865,0.000034324763],"category_scores_gemma":[0.000032306074,0.00016807593,0.000053200758,0.000107247855,0.00042046368,0.00031099207,0.00013501072,0.000047156238,0.0000011647334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025182699,0.000016638573,0.00022179827,0.000836903,0.000046565496,9.915611e-7,0.0004630174,0.01539133,0.9824438,0.00019649488,9.4918045e-7,0.00035631843],"study_design_scores_gemma":[0.00019881486,0.00004051506,0.030829309,0.0005610119,0.000045210287,0.0000019507283,0.000014377484,0.0028529484,0.9652695,0.000029257764,0.000008273385,0.00014885252],"about_ca_topic_score_codex":0.000045338136,"about_ca_topic_score_gemma":2.8785348e-7,"teacher_disagreement_score":0.03060751,"about_ca_system_score_codex":0.000015247865,"about_ca_system_score_gemma":0.000016942031,"threshold_uncertainty_score":0.68539375},"labels":[],"label_agreement":null},{"id":"W2971907878","doi":"10.1515/secm-2019-0023","title":"Mechanical and tribological properties of B-C-N coatings sliding against different wood balls","year":2019,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; Government of Jiangsu Province; Jiangsu University","keywords":"Materials science; Tribology; Composite material; Softwood; Hardwood; Sputter deposition; Coating; Sputtering; Thin film; Nanotechnology","score_opus":0.012037066273902648,"score_gpt":0.1806645790571845,"score_spread":0.16862751278328186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971907878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998625,0.00017693124,0.00029806604,0.000008542996,0.00061710266,0.00013471408,0.0000065506792,0.000059306843,0.00007380783],"genre_scores_gemma":[0.99913204,0.000077636534,0.0007446552,0.0000074130444,0.000015532412,0.0000036836475,9.3648384e-7,0.0000097658585,0.000008324036],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991377,0.000009621698,0.0002771719,0.00015300895,0.0002274166,0.00019510768],"domain_scores_gemma":[0.99971384,0.000017503668,0.00004091534,0.00011374176,0.000046472287,0.000067545145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471853,0.00012974604,0.00034699947,0.00009526375,0.000028268008,0.000045866225,0.00015067171,0.00004898729,0.00001163458],"category_scores_gemma":[0.000043512806,0.00009601721,0.000018914581,0.00012506759,0.000053543616,0.00013310414,0.00012055375,0.00005345503,0.0000015140038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007768057,0.0000080477075,0.00001961906,0.0003699699,0.0000069887597,3.6937945e-7,0.00009178913,0.00027578959,0.9959147,0.0031493625,0.0000018197019,0.00015379729],"study_design_scores_gemma":[0.0001693112,0.00006962474,0.00047653005,0.0001963319,0.000007817237,0.0000051257707,0.000022067217,0.01617457,0.98267645,0.00006149852,0.000025467274,0.000115234616],"about_ca_topic_score_codex":0.0000021777741,"about_ca_topic_score_gemma":5.918545e-8,"teacher_disagreement_score":0.015898779,"about_ca_system_score_codex":0.000012045198,"about_ca_system_score_gemma":0.0000073657925,"threshold_uncertainty_score":0.39154682},"labels":[],"label_agreement":null},{"id":"W4214931921","doi":"10.1515/secm-2014-masthead1","title":"Masthead","year":2013,"lang":"en","type":"paratext","venue":"Science and Engineering of Composite Materials","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material; Materials processing; Engineering; Process engineering","score_opus":0.01005614014265458,"score_gpt":0.23378601025719614,"score_spread":0.22372987011454157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214931921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774284,0.00088306505,0.000076529665,0.000035277528,0.0046136756,0.0004522506,0.00052578025,0.000103800776,0.015881222],"genre_scores_gemma":[0.9874175,0.00016595544,0.0027994933,0.00002770103,0.00043239235,0.000052849813,0.00006629197,0.00015314418,0.008884672],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99785346,0.000020653104,0.00046274217,0.00044860228,0.000684502,0.00053003355],"domain_scores_gemma":[0.9988273,0.000041301635,0.00022325797,0.00043403803,0.0003054308,0.00016870748],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008552187,0.00035398742,0.00069014373,0.0006381852,0.00009504028,0.000376791,0.00066930405,0.00014217016,0.0017177685],"category_scores_gemma":[0.00006495868,0.00031893956,0.00003419925,0.0005388835,0.0005098666,0.00037130693,0.00028929417,0.00011097855,0.010304426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071225713,0.00000985821,9.1429985e-7,0.00036294898,0.000012860434,8.478222e-7,0.00007517842,0.0005807283,0.97681683,0.0001730004,0.021905249,0.000054459946],"study_design_scores_gemma":[0.0001443442,0.00006846445,0.0007381579,0.00082655984,0.00002701109,0.000027916334,0.000007999761,0.00024695398,0.94322854,0.000011646139,0.054171253,0.00050116354],"about_ca_topic_score_codex":0.000104447805,"about_ca_topic_score_gemma":1.1619863e-7,"teacher_disagreement_score":0.0335883,"about_ca_system_score_codex":0.0000916172,"about_ca_system_score_gemma":0.00016171018,"threshold_uncertainty_score":0.99992627},"labels":[],"label_agreement":null},{"id":"W4248978415","doi":"10.1515/secm-2014-frontmatter4","title":"Frontmatter","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material","score_opus":0.005668562708118422,"score_gpt":0.2051929763102638,"score_spread":0.1995244136021454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248978415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975911,0.000013102585,0.0005921742,0.000053685373,0.00030911446,0.00005188405,0.000008468432,0.00007126016,0.0013092324],"genre_scores_gemma":[0.99693,3.6170533e-7,0.0029229799,0.000043628123,0.00004169819,0.0000027764638,0.000001076741,0.000013931919,0.000043567386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991811,0.000010861468,0.00016304353,0.00015781539,0.00027140757,0.00021576245],"domain_scores_gemma":[0.9996085,0.000022354405,0.000044127613,0.00017671689,0.00007785004,0.000070461254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010192023,0.00008656992,0.00017251262,0.00016365951,0.000052709966,0.00009592352,0.00020596142,0.000017558483,0.000107054155],"category_scores_gemma":[0.00006678895,0.00007621434,0.000009412946,0.0002034007,0.00019134876,0.0002377243,0.00008391953,0.000020053216,0.00028072266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048377647,0.000004587281,0.000134733,0.000029003682,0.0000019401446,1.7755733e-7,0.00006324442,0.0002728382,0.9981,0.0008725692,0.000383229,0.0001328374],"study_design_scores_gemma":[0.00012875185,0.00002952899,0.032148343,0.000043077805,0.00000488369,0.0000069525013,0.000002831759,0.0014948815,0.9627557,0.000045430726,0.0032337855,0.000105872154],"about_ca_topic_score_codex":0.000016025453,"about_ca_topic_score_gemma":1.1332234e-7,"teacher_disagreement_score":0.03534434,"about_ca_system_score_codex":0.000016355778,"about_ca_system_score_gemma":0.000012498066,"threshold_uncertainty_score":0.36082155},"labels":[],"label_agreement":null},{"id":"W4249017402","doi":"10.1515/secm-2014-frontmatter3","title":"Frontmatter","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material; Industrial chemistry; Biochemical engineering; Engineering","score_opus":0.005668562708118422,"score_gpt":0.2051929763102638,"score_spread":0.1995244136021454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249017402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975911,0.000013102585,0.0005921742,0.000053685373,0.00030911446,0.00005188405,0.000008468432,0.00007126016,0.0013092324],"genre_scores_gemma":[0.99693,3.6170533e-7,0.0029229799,0.000043628123,0.00004169819,0.0000027764638,0.000001076741,0.000013931919,0.000043567386],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991811,0.000010861468,0.00016304353,0.00015781539,0.00027140757,0.00021576245],"domain_scores_gemma":[0.9996085,0.000022354405,0.000044127613,0.00017671689,0.00007785004,0.000070461254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010192023,0.00008656992,0.00017251262,0.00016365951,0.000052709966,0.00009592352,0.00020596142,0.000017558483,0.000107054155],"category_scores_gemma":[0.00006678895,0.00007621434,0.000009412946,0.0002034007,0.00019134876,0.0002377243,0.00008391953,0.000020053216,0.00028072266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048377647,0.000004587281,0.000134733,0.000029003682,0.0000019401446,1.7755733e-7,0.00006324442,0.0002728382,0.9981,0.0008725692,0.000383229,0.0001328374],"study_design_scores_gemma":[0.00012875185,0.00002952899,0.032148343,0.000043077805,0.00000488369,0.0000069525013,0.000002831759,0.0014948815,0.9627557,0.000045430726,0.0032337855,0.000105872154],"about_ca_topic_score_codex":0.000016025453,"about_ca_topic_score_gemma":1.1332234e-7,"teacher_disagreement_score":0.03534434,"about_ca_system_score_codex":0.000016355778,"about_ca_system_score_gemma":0.000012498066,"threshold_uncertainty_score":0.36082155},"labels":[],"label_agreement":null},{"id":"W4286426690","doi":"10.1515/secm-2022-0015","title":"Vibration and noise reduction of pipelines using shape memory alloy","year":2022,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Shape-memory alloy; Reduction (mathematics); Vibration; SMA*; Lamination; Noise (video); Pipeline (software); Composite material; Stiffness; Fiber; Noise reduction; Structural engineering; Acoustics; Mechanical engineering; Computer science; Engineering","score_opus":0.014402137874188377,"score_gpt":0.2317755069297576,"score_spread":0.21737336905556923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286426690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987558,0.000061437364,0.0003458309,0.000049856033,0.0005614181,0.00013778392,0.000032254517,0.00003178206,0.000023827553],"genre_scores_gemma":[0.9949718,0.000008588306,0.0049564573,0.00001002588,0.000031669493,0.000008246149,0.000002906269,0.0000069786,0.000003323749],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990234,0.000028959023,0.00030757586,0.00016588847,0.00033321997,0.00014098838],"domain_scores_gemma":[0.99961376,0.000020867614,0.00010866229,0.000117118914,0.000096673204,0.000042944586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009962833,0.00008423117,0.00017384707,0.000203295,0.00021847962,0.00006023828,0.00015462328,0.000015665224,0.000111210786],"category_scores_gemma":[0.000030851876,0.000085963584,0.000011661772,0.00028405376,0.00020206375,0.0005467852,0.00011444718,0.000029839488,6.1426283e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018306375,0.000012471088,0.000010385613,0.000086347514,0.0000015272082,2.813088e-7,0.0005431173,0.027990542,0.9710853,0.0001639127,0.0000025700374,0.00008521341],"study_design_scores_gemma":[0.00013901757,0.000049533537,0.0013543578,0.000027148257,0.000012880007,0.000049598417,0.00016579771,0.027168376,0.9709116,0.000021089874,0.000013918542,0.00008665504],"about_ca_topic_score_codex":0.000033299693,"about_ca_topic_score_gemma":1.6124774e-7,"teacher_disagreement_score":0.0046106265,"about_ca_system_score_codex":0.00002752769,"about_ca_system_score_gemma":0.000053652035,"threshold_uncertainty_score":0.35054934},"labels":[],"label_agreement":null}]}