{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":138,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":138,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ec3de2074f3e","filters":{"venue":"Journal of Reinforced Plastics and Composites"}},"results":[{"id":"W2046400962","doi":"10.1177/0731684405049864","title":"Processing of Cellulose Nanofiber-reinforced Composites","year":2005,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":543,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Nanofiber; Materials science; Cellulose; Composite material; Crystallinity; Bast fibre; Polyvinyl alcohol; Composite number; Pulp (tooth); Transmission electron microscopy; Cellulose fiber; Fiber; Chemical engineering; Nanotechnology","authors":[{"name":"A. Bhatnagar","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0119316820575223,"gpt":0.2558400140808036,"spread":0.2439083320232814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724913,0.0002262238,0.0005512823,0.0002205669,0.0001879557,0.0001119889,0.0003116843,0.00007289897,0.00006277256],"category_scores_gemma":[0.0001556533,0.0001727132,0.0001095281,0.000183935,0.000300119,0.0005254904,0.0001761615,0.0002184646,0.00001214084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005112935,"about_ca_system_score_gemma":0.0001068238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005514034,"about_ca_topic_score_gemma":0.000001461633,"domain_scores_codex":[0.997932,0.00004044961,0.0008929309,0.0001518006,0.0006198494,0.0003629655],"domain_scores_gemma":[0.9976125,0.0005739433,0.0008496654,0.0001397656,0.000621595,0.0002024991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002420328,0.00001825389,0.0001945273,0.0001733789,0.00003529207,0.00001580365,0.0003980218,0.03505063,0.9608015,0.001248081,0.0001761058,0.001646348],"study_design_scores_gemma":[0.0008819544,0.000571389,0.0001438689,0.0003272832,0.00006072758,0.00009476805,0.0001587556,0.04092659,0.9548653,0.00006576111,0.001703308,0.0002003115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598879,0.002471702,0.03628935,0.0001513193,0.0001307644,0.000128844,0.00001155752,0.00002117925,0.0009073942],"genre_scores_gemma":[0.9601766,0.0003685454,0.03853027,0.00003976279,0.0001886676,0.000001591506,0.000002794739,0.00001702496,0.0006746936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936239,"threshold_uncertainty_score":0.7043039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036893690","doi":"10.1177/0731684406072526","title":"Pre-treatment of Flax Fibers for use in Rotationally Molded Biocomposites","year":2007,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":307,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Flax Development Commission; Ministry of Agriculture - Saskatchewan; University of Saskatchewan","keywords":"Materials science; Composite material; High-density polyethylene; Silane; Fiber; Ultimate tensile strength; Polyethylene; Differential scanning calorimetry; Natural fiber; Linear low-density polyethylene; Extrusion; Scanning electron microscope","authors":[{"name":"B. Wang","is_ca":true},{"name":"S. Panigrahi","is_ca":false},{"name":"Lope G. Tabil","is_ca":false},{"name":"W. J. Crerar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01372819240377506,"gpt":0.2558643100655885,"spread":0.2421361176618134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003283117,0.0002236992,0.0004929832,0.0004025215,0.0000776243,0.0001082793,0.0002044862,0.0001015279,0.00001423965],"category_scores_gemma":[0.0001068532,0.0001737522,0.0001504121,0.0001911171,0.00009569794,0.0004088024,0.00003874784,0.00009318685,0.000001465321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009596309,"about_ca_system_score_gemma":0.00007212244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005024108,"about_ca_topic_score_gemma":0.00002144372,"domain_scores_codex":[0.9981499,0.00002420002,0.00103156,0.0001562236,0.0003357707,0.0003023012],"domain_scores_gemma":[0.996515,0.002075377,0.0007134126,0.0001334157,0.0004142017,0.0001486261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001475612,0.00004250193,0.006202343,0.00006346809,0.00005618796,0.0000199139,0.0002764835,0.02465614,0.9646636,0.001989081,0.00004499459,0.0005096976],"study_design_scores_gemma":[0.002350533,0.002181524,0.0119426,0.0002076981,0.00007901334,0.00009206523,0.00004361195,0.01135651,0.970916,0.0002644774,0.0003464414,0.0002194822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808029,0.0004399088,0.01805274,0.00004059284,0.0002254188,0.0003483504,0.00003402287,0.00001174549,0.00004432452],"genre_scores_gemma":[0.9172578,0.00007851806,0.0823753,0.00003639818,0.00008671999,0.000003952194,0.00001641205,0.00001563433,0.0001292332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06432256,"threshold_uncertainty_score":0.7085411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985300398","doi":"10.1177/0731684405041717","title":"Interface Modification and Mechanical Properties of Natural Fiber-Polyolefin Composite Products","year":2005,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":223,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Ultimate tensile strength; Composite number; Flexural strength; Polyolefin; Izod impact strength test; Natural fiber; Pulp (tooth); Newsprint; Polypropylene; Fiber; Kraft process; Kraft paper","authors":[{"name":"Mohini Sain","is_ca":true},{"name":"P P Fathimathul Suhara","is_ca":true},{"name":"Samuel Law","is_ca":true},{"name":"A. Bouilloux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01406870340038702,"gpt":0.2285452433298788,"spread":0.2144765399294918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002577153,0.000221674,0.0004430366,0.0001724422,0.000113412,0.0001447613,0.0002785947,0.00008660764,0.00001483904],"category_scores_gemma":[0.0001202291,0.000161191,0.00006151047,0.0001327065,0.0001729663,0.0005277896,0.0001606563,0.0002962949,0.000009164447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003672866,"about_ca_system_score_gemma":0.00004715865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009222063,"about_ca_topic_score_gemma":0.000001035603,"domain_scores_codex":[0.9983705,0.00004947026,0.0007893484,0.000185045,0.0003792506,0.0002263868],"domain_scores_gemma":[0.99843,0.000183149,0.0006397287,0.0001658248,0.0004546463,0.000126608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004333565,0.00001444719,0.00002099454,0.000113761,0.00003371677,0.000002042043,0.0002184546,0.006450052,0.9902514,0.001265625,0.00007270819,0.001123426],"study_design_scores_gemma":[0.0006191772,0.0003715418,0.0001213271,0.000319973,0.00006927193,0.0002587336,0.00003733987,0.03144521,0.9660676,0.00004075755,0.0004641282,0.0001849959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942371,0.003752587,0.001054798,0.0005207659,0.0002016383,0.0001524834,0.000006493,0.00002072478,0.00005339309],"genre_scores_gemma":[0.9809166,0.0001309987,0.01850063,0.00004793027,0.0001368957,0.000001359842,0.000002538362,0.0000141953,0.0002488728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02499516,"threshold_uncertainty_score":0.6573179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998491249","doi":"10.1177/0731684407075569","title":"New Models for Thermal Conductivity of Particulate Composites","year":2007,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Thermal properties of materials","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal conductivity; Materials science; Particulates; Composite material; Volume fraction; Composite number; Phase (matter); Volume (thermodynamics); Thermal; Conductivity; Thermodynamics; Chemistry","authors":[{"name":"Rajinder Pal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.022856480422753,"gpt":0.2397077719994749,"spread":0.2168512915767219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007289849,0.0001454653,0.0004166891,0.0000704006,0.00008137286,0.00008170412,0.0002088329,0.00006860189,0.00007040882],"category_scores_gemma":[0.00007937536,0.0001052685,0.00009158444,0.00003436468,0.00009918257,0.000382798,0.00006905034,0.00007679781,0.000003134935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001566132,"about_ca_system_score_gemma":0.00005557389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002471547,"about_ca_topic_score_gemma":0.000001301735,"domain_scores_codex":[0.9987031,0.00002869652,0.0006890321,0.00009829206,0.0002389534,0.0002419082],"domain_scores_gemma":[0.9982955,0.0005356806,0.0006205944,0.0001103889,0.0002781453,0.0001596643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001185493,0.0000144344,0.0001234794,0.00006045945,0.00003567581,0.00000436152,0.0002042285,0.0609947,0.9346611,0.002294695,0.000090535,0.0003308176],"study_design_scores_gemma":[0.0009475074,0.0005906345,0.0003925937,0.0001019384,0.00007338191,0.00004387677,0.00005387826,0.007542824,0.989617,0.000398414,0.0001066268,0.0001313041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945646,0.0002593089,0.1045296,0.00004723192,0.0003461305,0.0001241352,0.00001605195,0.00001003565,0.0001029859],"genre_scores_gemma":[0.9692011,0.00001453691,0.03049436,0.00003540119,0.0001702988,5.346811e-7,0.000001419533,0.00001331953,0.00006903707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07463654,"threshold_uncertainty_score":0.4292726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981644976","doi":"10.1177/0731684405043552","title":"Study of SiO2 Nanoparticles on the Improved Performance of Epoxy and Fiber Composites","year":2005,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":122,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Materials science; Composite material; Epoxy; Ultimate tensile strength; Nanocomposite; Nanoparticle; Fiber; Modulus; Glass fiber; Flexural strength; Dispersion (optics); Young's modulus; Nanotechnology","authors":[{"name":"Yaping Zheng","is_ca":true},{"name":"Ying Zheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009769225076085623,"gpt":0.2094211156452894,"spread":0.1996518905692038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179031,0.00012071,0.0003029247,0.00009173546,0.0001205137,0.00005310245,0.0001566385,0.00003371374,0.00002932511],"category_scores_gemma":[0.00004118587,0.00007309629,0.00004061349,0.00007756498,0.00009999947,0.0001818584,0.00005285343,0.00008873063,0.000002107829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009716267,"about_ca_system_score_gemma":0.00002024525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001129952,"about_ca_topic_score_gemma":0.000002286092,"domain_scores_codex":[0.9988967,0.00005684327,0.0005829742,0.00008772777,0.000247999,0.0001277324],"domain_scores_gemma":[0.9984158,0.0006486397,0.0006229918,0.0001194149,0.0001289525,0.00006418763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002685868,0.00009744176,0.003101892,0.00002558025,0.00003271877,7.677908e-7,0.0005554307,0.004263046,0.9900602,0.00021019,0.00002409812,0.001360125],"study_design_scores_gemma":[0.0006821989,0.002238339,0.01565903,0.0001113584,0.00007390745,0.00002268733,0.0002107396,0.0210111,0.959841,0.000006496355,0.00005756594,0.00008558066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991986,0.0003508403,0.0000217405,0.0001189452,0.0000551259,0.0001312538,0.00000646441,0.000003722389,0.0001133531],"genre_scores_gemma":[0.9990512,0.00008800511,0.0007327592,0.00003236227,0.00005018952,0.000001315155,3.841373e-7,0.000006661911,0.0000371487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03021912,"threshold_uncertainty_score":0.298078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344731973","doi":"10.1177/0731684415627296","title":"Hybrid bonded-fastened joints and their application in composite structures: A general review","year":2016,"lang":"en","type":"review","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Adhesive bonding; Adhesive; Composite number; Composite material; Structural engineering; Focus (optics); Forensic engineering; Mechanical engineering; Engineering","authors":[{"name":"Kobyé Bodjona","is_ca":true},{"name":"Larry Lessard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01376334642775597,"gpt":0.2502840471639029,"spread":0.2365207007361469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002516425,0.0005634836,0.002145128,0.0003487827,0.00005211226,0.00009623002,0.0003431245,0.0001916362,0.00001128724],"category_scores_gemma":[0.00003954828,0.0003620671,0.0002825666,0.0001489837,0.00005549489,0.0001492982,0.0001135786,0.0006085323,0.000005032508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000870068,"about_ca_system_score_gemma":0.00005147923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001385793,"about_ca_topic_score_gemma":6.400463e-7,"domain_scores_codex":[0.9976755,0.00007666546,0.001482098,0.0002214614,0.0002501103,0.0002941704],"domain_scores_gemma":[0.9981813,0.0005464717,0.0006473584,0.0002594297,0.0001168693,0.0002484987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004501444,0.00002038756,0.00002052345,0.04448204,0.0004736525,0.00008493749,0.0000321112,0.0004524981,0.008059524,0.00226099,0.0007212436,0.9433471],"study_design_scores_gemma":[0.00189677,0.0006243359,0.00005028862,0.209725,0.001943557,0.004195108,0.00000655167,0.01452146,0.002638112,0.001173005,0.7612229,0.002002936],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001551465,0.9896836,0.007929158,0.00001707496,0.0001963612,0.0004720392,0.00006206005,0.00003179413,0.00005645112],"genre_scores_gemma":[0.001124387,0.9964764,0.002068778,0.00004045605,0.0001578727,0.00001582351,0.00003481784,0.0000618394,0.00001960051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9413441,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789304101","doi":"10.1177/0731684418754360","title":"Mechanical characterisation and modelling of randomly oriented strand architecture and their hybrids – A general review","year":2018,"lang":"en","type":"review","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Formability; Materials science; Aerospace; Stiffness; Composite material; Automotive industry; Isotropy; Mechanical engineering; Fibre-reinforced plastic; Structural engineering; Engineering","authors":[{"name":"Swaroop B Visweswaraiah","is_ca":true},{"name":"Marina Selezneva","is_ca":false},{"name":"Larry Lessard","is_ca":true},{"name":"Pascal Hubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02367381199343921,"gpt":0.2430801631581647,"spread":0.2194063511647255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003453534,0.0004236907,0.001996149,0.0002002861,0.00005342266,0.00006191264,0.0001570098,0.0001973418,0.000007943749],"category_scores_gemma":[0.00004727509,0.0002876456,0.0002489125,0.0001174213,0.00006974675,0.00009788498,0.00006847408,0.0005241099,3.445425e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001849724,"about_ca_system_score_gemma":0.00003673009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.402303e-7,"about_ca_topic_score_gemma":2.070581e-7,"domain_scores_codex":[0.9981071,0.0000731529,0.001238623,0.0001683695,0.0002232619,0.0001894947],"domain_scores_gemma":[0.9983346,0.0005342626,0.0006094759,0.0001511942,0.0001642794,0.0002061121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000818482,0.00007870773,0.00001061358,0.2236069,0.003132812,0.00008840238,0.0004541503,0.01095052,0.01580497,0.003104769,0.0005229203,0.7414268],"study_design_scores_gemma":[0.00541571,0.003018208,0.000008176475,0.2610745,0.009103574,0.004692419,0.00001974769,0.4059633,0.004636013,0.0004979387,0.3033322,0.002238178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008582013,0.8862368,0.1046026,0.000008967612,0.0001638804,0.0003276806,0.00005167705,0.00001647995,0.000009900149],"genre_scores_gemma":[0.002206128,0.9927566,0.004777658,0.00001200973,0.0001621983,0.00000437898,0.00003167721,0.00004027983,0.000009066716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7391886,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121963373","doi":"10.1177/0731684415588938","title":"Natural fiber reinforced polyester composites: A literature review","year":2015,"lang":"en","type":"review","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Thermosetting polymer; Composite material; Synthetic fiber; Natural fiber; Polyester; Composite number; Fiber; Polymer; Glass fiber","authors":[{"name":"Shayesteh Haghdan","is_ca":true},{"name":"Gregory D. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01860474254784929,"gpt":0.2865789970801612,"spread":0.2679742545323119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001023649,0.00143029,0.00490177,0.0008180717,0.0002638716,0.0009873146,0.001583959,0.0006993266,0.0001732231],"category_scores_gemma":[0.0003569488,0.0009643158,0.001256969,0.0009590235,0.0002555079,0.001095337,0.0006243198,0.002247346,0.0002487985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729692,"about_ca_system_score_gemma":0.0005894236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003891493,"about_ca_topic_score_gemma":4.081423e-7,"domain_scores_codex":[0.9934055,0.0003292402,0.003344253,0.0005982059,0.001459644,0.0008631916],"domain_scores_gemma":[0.9918106,0.00132981,0.003778218,0.0007743968,0.00153626,0.0007707796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00157131,0.0001146715,0.000004127223,0.4122177,0.003684465,0.004287543,0.0009794428,0.002562421,0.02419027,0.006094825,0.1275754,0.4167178],"study_design_scores_gemma":[0.0007541827,0.0006502326,2.496104e-7,0.1821546,0.002365392,0.006769767,0.000006779804,0.0004205483,0.0007161819,0.00002038306,0.8050264,0.001115349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001346763,0.9964567,0.0001450683,0.00007797023,0.001410654,0.0009479824,0.0001417124,0.00008234102,0.0006029006],"genre_scores_gemma":[0.00002683368,0.9886606,0.005564096,0.0004446415,0.000766809,0.000017434,0.0002867851,0.0001243689,0.004108419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6774509,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022135494","doi":"10.1177/0731684420915984","title":"Machine learning predictions on fracture toughness of multiscale bio-nano-composites","year":2020,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Materials science; Composite material; Fracture toughness; Toughness; Charpy impact test; Scanning electron microscope; Fracture mechanics; Fracture (geology); Composite number","authors":[{"name":"Vahid Daghigh","is_ca":false},{"name":"Thomas E. Lacy","is_ca":false},{"name":"Hamid Daghigh","is_ca":true},{"name":"Grace X. Gu","is_ca":false},{"name":"Kourosh T. Baghaei","is_ca":false},{"name":"M.F. Horstemeyer","is_ca":false},{"name":"Charles U. Pittman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009218002031894268,"gpt":0.2197675095377552,"spread":0.210549507505861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001500295,0.0002831557,0.0005738271,0.0001832065,0.0002234313,0.0001353645,0.0003837433,0.0001369858,0.00009477789],"category_scores_gemma":[0.0002244844,0.0002127866,0.0001664217,0.0002534789,0.0001298497,0.0003239068,0.0001314691,0.0005774221,0.00001516694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002753117,"about_ca_system_score_gemma":0.00005071778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001944835,"about_ca_topic_score_gemma":7.510741e-7,"domain_scores_codex":[0.9981197,0.00006720331,0.0008199952,0.0002016182,0.0005259366,0.0002655551],"domain_scores_gemma":[0.9977723,0.0006585179,0.0008212045,0.0001371148,0.0003169478,0.0002939208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005097977,0.00001742075,0.001137233,0.00008088716,0.00005609376,0.00001791082,0.0003482977,0.2149969,0.7818465,0.0006407284,0.00017134,0.0001769167],"study_design_scores_gemma":[0.001154692,0.002130903,0.0007503451,0.0002744734,0.0001276403,0.0001094378,0.00006815662,0.1233116,0.8692598,0.00004646001,0.002508563,0.0002579425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774697,0.0009773383,0.01976184,0.0007956122,0.0003340546,0.000163878,0.00005477719,0.000057091,0.0003856406],"genre_scores_gemma":[0.9920954,0.0001535943,0.00707057,0.0003132176,0.000231958,0.000001286922,0.00001865188,0.0000232756,0.00009207307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09168532,"threshold_uncertainty_score":0.8677185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792799149","doi":"10.1177/0731684417752872","title":"Wrinkle formation during steering in automated fiber placement: Modeling and experimental verification","year":2018,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Orthotropic material; Buckling; Aerospace; Composite material; Structural engineering; Stiffness; Composite number; Finite element method; Engineering; Aerospace engineering","authors":[{"name":"Muhsan Belhaj","is_ca":true},{"name":"Mehdi Hojjati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005703806329432363,"gpt":0.2009126698253314,"spread":0.195208863495899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004065348,0.00006759023,0.0001030638,0.0001222797,0.00005368634,0.00004411816,0.00002793926,0.00002849773,0.00001024281],"category_scores_gemma":[0.000005254232,0.00005929421,0.0000144904,0.00007056737,0.00001050348,0.0002773118,0.00001300626,0.00005461871,6.737511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245917,"about_ca_system_score_gemma":0.000002356401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000199878,"about_ca_topic_score_gemma":0.000001080526,"domain_scores_codex":[0.9995424,0.000004392249,0.0002626521,0.00003844009,0.000080076,0.00007211215],"domain_scores_gemma":[0.9998114,0.00001409186,0.00006454508,0.00002828659,0.00004868889,0.0000330253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002762383,0.000001087392,0.0001221981,0.00002183144,0.00001324525,7.69308e-7,0.0002831755,0.9084059,0.09101646,0.00002885149,0.000003180799,0.00007566945],"study_design_scores_gemma":[0.0003892724,0.00005347795,0.0008390748,0.00006437842,0.00001163437,0.00002424686,0.0001497971,0.9341756,0.06422058,0.000003308349,0.000005865568,0.0000628063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850041,0.0001960825,0.01460618,0.000003245336,0.00004904359,0.00003050765,6.737728e-7,0.00002489175,0.00008526125],"genre_scores_gemma":[0.9969447,0.00008496994,0.002907657,0.000002316422,0.00004287725,5.743284e-7,0.000003783259,0.000005526381,0.000007541815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02679589,"threshold_uncertainty_score":0.2417948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965165484","doi":"10.1177/0731684419868845","title":"Effect of compaction roller on layup quality and defects formation in automated fiber placement","year":2019,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Compaction; Materials science; Stiffness; Composite material; Fiber; Finite element method; Process (computing); Structural engineering; Computer science; Engineering","authors":[{"name":"Nima Bakhshi","is_ca":true},{"name":"Mehdi Hojjati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007347866759101891,"gpt":0.2518099413908885,"spread":0.2444620746317866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002077933,0.0000887599,0.0002296114,0.0001354674,0.00001491779,0.00002597858,0.00003213591,0.00004402951,0.000006418793],"category_scores_gemma":[0.00004125172,0.00006971348,0.00002297668,0.00006451574,0.000009621519,0.0001448662,0.000009970481,0.000118011,0.000002384356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003071572,"about_ca_system_score_gemma":0.000004709233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002343652,"about_ca_topic_score_gemma":0.000001086702,"domain_scores_codex":[0.9993967,0.00002728122,0.0003197308,0.00003722736,0.000140622,0.00007845325],"domain_scores_gemma":[0.999175,0.0005479506,0.0001568395,0.00004206359,0.0000420608,0.00003608375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004522346,0.000006637312,0.006745294,0.001163272,0.00003949358,0.00000225976,0.0001566054,0.9425576,0.04844834,0.00005663153,0.00007340062,0.0002981719],"study_design_scores_gemma":[0.002368536,0.001555029,0.02651326,0.0007957745,0.00003485349,0.00004092728,0.00002903747,0.6721483,0.2962967,0.0000086342,0.00007407197,0.0001348602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988881,0.0001484188,0.0003800414,0.00000494645,0.00008454565,0.00008938753,0.000001690415,0.00002323633,0.0003796346],"genre_scores_gemma":[0.9997194,0.00007168572,0.0001688914,0.000004376256,0.0000117007,5.888577e-7,0.000002044038,0.00000631642,0.00001504484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2704093,"threshold_uncertainty_score":0.2842833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981996992","doi":"10.1177/0731684403022009003","title":"Longitudinal Elastic Modulus Prediction of a 2-D Braided Fiber Composite","year":2003,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Shell Canada","keywords":"Materials science; Composite material; Kevlar; Modulus; Composite number; Epoxy; Elastic modulus; Fiber; Tube (container); Structural engineering","authors":[{"name":"Jason P. Carey","is_ca":true},{"name":"M. Munro","is_ca":true},{"name":"A. Fahim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01157883542556162,"gpt":0.2043895228692997,"spread":0.192810687443738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643787,0.0002016078,0.000430014,0.0002021246,0.00005646924,0.00005005526,0.000143792,0.000100583,0.00007326349],"category_scores_gemma":[0.00008272348,0.0001795006,0.0001223722,0.0001621266,0.00005602746,0.0001875588,0.00002562726,0.0002907774,0.000005853781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318633,"about_ca_system_score_gemma":0.0000233974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001207867,"about_ca_topic_score_gemma":3.231855e-7,"domain_scores_codex":[0.9985833,0.00003091279,0.0007436614,0.00009699175,0.0003373379,0.0002078354],"domain_scores_gemma":[0.9988682,0.0003487604,0.0002418296,0.0001335935,0.0002197909,0.0001878796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000159901,0.00004701579,0.006351493,0.0002177501,0.0002745438,0.00004140534,0.0001037339,0.274741,0.7124243,0.004522906,0.0005015632,0.0006144036],"study_design_scores_gemma":[0.003520994,0.002151507,0.02297145,0.0008558145,0.0007620903,0.001264676,0.00005978551,0.363988,0.6012132,0.0007499779,0.001838391,0.0006241902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9324965,0.0005488748,0.06558856,0.000009402718,0.0004439913,0.00008726405,0.00001916924,0.00003742552,0.0007688138],"genre_scores_gemma":[0.9904036,0.00009859316,0.009327979,0.00000679527,0.00005455799,0.000001270939,0.000004237019,0.00002314041,0.00007982431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112111,"threshold_uncertainty_score":0.7319822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135234869","doi":"10.1177/073168400772678518","title":"Effect of Aqueous Environment and Temperature on Glass-Fibre Epoxy Resin Composites","year":2000,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Composite material; Epoxy; Immersion (mathematics); Distilled water; Absorption of water; Scanning electron microscope; Embrittlement; Glass fiber; Composite number; Aqueous solution","authors":[{"name":"F. Ellyin","is_ca":false},{"name":"Christof Rohrbacher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003113518049398339,"gpt":0.1871073653102847,"spread":0.1839938472608864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001876753,0.0002718354,0.0005453328,0.0001327131,0.00007376508,0.00007721918,0.0001555645,0.0001410823,0.00006719656],"category_scores_gemma":[0.00002376304,0.0002096399,0.00009898404,0.00007224487,0.00007026509,0.0001073095,0.00003093814,0.000392424,0.00000585927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002865484,"about_ca_system_score_gemma":0.000007583255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001583244,"about_ca_topic_score_gemma":1.723508e-7,"domain_scores_codex":[0.9987046,0.00005550137,0.0005872553,0.0001228234,0.000328094,0.0002016898],"domain_scores_gemma":[0.9986367,0.0008241295,0.0001515055,0.0001550124,0.00003451726,0.0001981441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006771896,0.00002246811,0.001422883,0.0002181051,0.0001330831,0.00007234293,0.00007162907,0.09743524,0.8925717,0.0003175585,0.0002966425,0.006761178],"study_design_scores_gemma":[0.002332278,0.00762126,0.005659871,0.0008179362,0.0003486525,0.0005154191,0.00001218716,0.04736182,0.9331093,0.00005531156,0.001687314,0.000478636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997526,0.001584855,0.0002352798,0.00003723656,0.00009581651,0.0001305716,0.00001255796,0.00002596013,0.0003517107],"genre_scores_gemma":[0.9971189,0.0008452027,0.001815019,0.00002243796,0.00007258179,0.000001556545,0.000005176504,0.00002714697,0.00009196351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05007342,"threshold_uncertainty_score":0.8548868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007632535","doi":"10.1177/0731684407087377","title":"Effect of a Novel Coupling Agent, Polybutadiene Isocyanate, on Mechanical Properties of Wood-Fiber Polypropylene Composites","year":2008,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Materials science; Composite material; Polypropylene; Ultimate tensile strength; Composite number; Fiber; Maleic anhydride; Isocyanate; Izod impact strength test; Polybutadiene; Polymer; Polyurethane; Copolymer","authors":[{"name":"Amir Nourbakhsh","is_ca":false},{"name":"Bouhuslav V. Kokta","is_ca":true},{"name":"Alireza Ashori","is_ca":false},{"name":"Ahmad Jahan-Latibari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01616293858542682,"gpt":0.2291033540537656,"spread":0.2129404154683388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004757479,0.0003891517,0.001041126,0.0003625888,0.0002017071,0.00005646902,0.0004827287,0.0001665132,0.0000378224],"category_scores_gemma":[0.000204426,0.0002671518,0.0002652497,0.0002600408,0.0003108491,0.0002983738,0.0001883719,0.0003793928,0.00000821791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005390244,"about_ca_system_score_gemma":0.00008241821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003335055,"about_ca_topic_score_gemma":6.15787e-7,"domain_scores_codex":[0.9973008,0.00006174076,0.00125693,0.0002340662,0.0007616522,0.000384828],"domain_scores_gemma":[0.9969313,0.0009095617,0.001218271,0.0002587617,0.0004532083,0.0002289133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00229527,0.00005840617,0.0001121319,0.0002678954,0.0001192016,0.00002580629,0.0001225774,0.0443464,0.9518375,0.0006990014,0.00003162841,0.00008411755],"study_design_scores_gemma":[0.002084208,0.004880797,0.0000738052,0.0008432538,0.0001631291,0.0004556637,0.00001687185,0.03390604,0.9572766,0.000006913779,0.00003277922,0.0002598798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972203,0.00101216,0.001015789,0.00003837876,0.0002946404,0.0002562069,0.00002808014,0.00002452257,0.0001099521],"genre_scores_gemma":[0.9950622,0.000150366,0.004467484,0.00003561661,0.0001022846,0.000002712394,0.000004354542,0.00003101211,0.0001439585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044036,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108503231","doi":"10.1177/0731684415581527","title":"Tension–tension fatigue behaviour of woven flax/epoxy composites","year":2015,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; McGill University","funders":"","keywords":"Composite material; Materials science; Epoxy; Tension (geology); Composite number; Glass fiber; Crimp; Woven fabric; Ultimate tensile strength","authors":[{"name":"Soroush Asgarinia","is_ca":true},{"name":"Chanvit Viriyasuthee","is_ca":true},{"name":"Steven Phillips","is_ca":true},{"name":"Martine Dubé","is_ca":true},{"name":"Joris Baets","is_ca":false},{"name":"Aart Willem Van Vuure","is_ca":false},{"name":"Ignace Verpoest","is_ca":false},{"name":"Larry Lessard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02470436600107282,"gpt":0.2527416715400648,"spread":0.228037305538992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000492183,0.0003347806,0.0007838636,0.0003410964,0.0001438726,0.0001667891,0.0004760554,0.0001754858,0.00003595977],"category_scores_gemma":[0.000281115,0.0002530174,0.0001814478,0.0002588008,0.0002059126,0.0005181549,0.0002614417,0.0003802892,0.00001657014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006255202,"about_ca_system_score_gemma":0.0001412786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004794913,"about_ca_topic_score_gemma":0.000002264641,"domain_scores_codex":[0.9972467,0.00008014138,0.001215226,0.0002195604,0.0008732023,0.0003652066],"domain_scores_gemma":[0.9961579,0.0005992515,0.001177216,0.0002658325,0.001348118,0.0004516241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004239584,0.00002713558,0.003442885,0.00005208274,0.00004567791,0.00006853513,0.0002704191,0.01860629,0.9743745,0.001327667,0.001257573,0.0001033042],"study_design_scores_gemma":[0.001982212,0.001917035,0.001765831,0.0005642481,0.0002385405,0.0008590865,0.0002302871,0.02064993,0.9705703,0.0004315106,0.0003553808,0.0004355873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914784,0.001220944,0.005888992,0.0001513492,0.000716832,0.0001674403,0.00002092728,0.00003424017,0.0003208688],"genre_scores_gemma":[0.9797174,0.00006672576,0.01972157,0.00009628534,0.0001627412,0.000001212647,0.00001513654,0.00002656657,0.0001923825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383258,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126294298","doi":"10.1177/0731684407079771","title":"A Fatigue Damage Model for (0/90) FRP Composites based on Stiffness Degradation of 0° and 90° Composite Plies","year":2007,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Composite material; Fibre-reinforced plastic; Stiffness; Composite number; Composite laminates; Cracking; Stress (linguistics); Fiber; Fiber-reinforced composite; Reduction (mathematics); Damage tolerance; Matrix (chemical analysis); Structural engineering","authors":[{"name":"A. Varvani‐Farahani","is_ca":true},{"name":"Alireza Sahami Shirazi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02225264322524576,"gpt":0.2497712072645569,"spread":0.2275185640393111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003399422,0.0003004782,0.0005712087,0.0003756669,0.0001213525,0.0000999549,0.0002135653,0.0001406375,0.000004009537],"category_scores_gemma":[0.00006343125,0.0002682689,0.0001230899,0.0001427943,0.00009100232,0.0002012843,0.00004123507,0.0002799676,3.854603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852587,"about_ca_system_score_gemma":0.00002581883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002572964,"about_ca_topic_score_gemma":0.000002741983,"domain_scores_codex":[0.9983006,0.00001851885,0.0008667724,0.0001503184,0.0003802812,0.0002835773],"domain_scores_gemma":[0.9973891,0.001548376,0.0003549168,0.0001682427,0.0003093137,0.0002300928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005184247,0.00003269688,0.0008389466,0.00021681,0.00006001272,0.00000631701,0.00008898139,0.6077808,0.3870243,0.002495968,0.0000599877,0.0008767775],"study_design_scores_gemma":[0.001386951,0.0005254821,0.002723224,0.0003368477,0.0001531852,0.0000180569,0.00003033992,0.8469048,0.1475102,0.0001434832,0.00002966123,0.0002377636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5602731,0.0001374224,0.439203,0.00002384852,0.00008302575,0.0001488178,0.00003533272,0.00002563178,0.00006984684],"genre_scores_gemma":[0.9368644,0.00005087892,0.06289337,0.00004340578,0.00004960129,0.000003098784,0.00003197624,0.00003611782,0.00002714527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3765913,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137933593","doi":"10.1177/0731684407083955","title":"Water Blown Soy Polyol-Based Polyurethane Foams of Different Rigidities","year":2007,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyurethane; Polyol; Materials science; Blowing agent; Composite material; Rigidity (electromagnetism); Compressive strength; Viscosity; Thermal; Thermal analysis; Thermodynamics","authors":[{"name":"Indranil Banik","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007352292231857142,"gpt":0.2141721174339437,"spread":0.2068198252020866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003998289,0.0002014723,0.0004596532,0.0002173577,0.0001329017,0.00009732422,0.0002319703,0.00008824019,0.0000810125],"category_scores_gemma":[0.00002588817,0.0001262855,0.0001365448,0.00006163208,0.0001340748,0.0001338459,0.00006344567,0.0001793735,0.000003128922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002506994,"about_ca_system_score_gemma":0.00004044929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003572529,"about_ca_topic_score_gemma":0.000005056502,"domain_scores_codex":[0.9982487,0.00003126178,0.0007989256,0.0001152283,0.0004279944,0.000377887],"domain_scores_gemma":[0.998577,0.0004704421,0.0004295066,0.0001348537,0.000178112,0.0002100705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000479035,0.00003436894,0.001647027,0.00007363816,0.00003455366,0.00002724484,0.0002769531,0.002749255,0.9936504,0.000827239,0.00003888088,0.0001613532],"study_design_scores_gemma":[0.0008943395,0.0007212216,0.0007042079,0.0001689601,0.0000828842,0.00008009478,0.00009701084,0.008137013,0.9886578,0.0001083204,0.0001789387,0.0001691994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696903,0.0006287037,0.02878479,0.0001026488,0.0005267121,0.00005730214,0.00001452766,0.00001385809,0.0001811365],"genre_scores_gemma":[0.9963831,0.00004086859,0.003186729,0.00009868453,0.0001936979,3.494366e-7,0.000006236581,0.00001367341,0.00007661712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669283,"threshold_uncertainty_score":0.5149773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970845827","doi":"10.1177/0731684404029360","title":"Laser Transmission Welding of Semicrystalline Thermoplastics - Part II: Analysis of Mechanical Performance of Welded Nylon","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Material Selection and Properties","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Magna International (Canada)","funders":"","keywords":"Materials science; Laser beam welding; Composite material; Welding; Ultimate tensile strength; Molding (decorative); Nylon 6; Nylon 66; Plastic welding; Polymer; Filler metal; Arc welding","authors":[{"name":"Val A. Kagan","is_ca":false},{"name":"G. P. Pinho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009602849744870199,"gpt":0.2068790209953086,"spread":0.1972761712504384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610181,0.0001036945,0.0004651089,0.0001873624,0.0000675307,0.00001594178,0.0001215174,0.00006810986,0.0001890237],"category_scores_gemma":[0.00003458475,0.00007213789,0.000105071,0.0002229364,0.00006836568,0.0001029723,0.00003243295,0.00008213593,2.526019e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001202587,"about_ca_system_score_gemma":0.00004568104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001662078,"about_ca_topic_score_gemma":0.000002201037,"domain_scores_codex":[0.9987737,0.00002637448,0.0007546011,0.00007099789,0.0002665735,0.0001077742],"domain_scores_gemma":[0.9988678,0.0000962164,0.0006412478,0.00007141485,0.0002545686,0.00006874309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000563467,0.00002806609,0.0001109635,0.0001043507,0.0001069377,8.884046e-7,0.0002396062,0.1789855,0.8195426,0.0002085833,0.000005833932,0.0001032199],"study_design_scores_gemma":[0.0005802552,0.001257901,0.0001453123,0.0002806629,0.0003840963,0.00001135291,0.00004188065,0.0323152,0.9647401,0.00002495416,0.0001435857,0.00007472719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881961,0.00009070861,0.01143895,0.0000227459,0.0001445085,0.00003843873,0.00001675319,0.000004169373,0.00004762007],"genre_scores_gemma":[0.9964206,0.0003897153,0.003103255,0.000009404622,0.00003218338,1.896129e-7,0.00000342832,0.00000548222,0.00003575571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1466703,"threshold_uncertainty_score":0.2941698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1833563635","doi":"10.1177/0731684415596235","title":"Hybrid composites based on polyethylene and coir/oil palm fibers","year":2015,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; Coir; Thermogravimetric analysis; Compatibilization; Polyethylene; Compression molding; Extrusion; Fiber; Scanning electron microscope; Polymer; Mold; Polymer blend; Copolymer","authors":[{"name":"Charles Amani Kakou","is_ca":true},{"name":"Hamid Essabir","is_ca":false},{"name":"Mohammed Ouadi Bensalah","is_ca":false},{"name":"Rachid Bouhfid","is_ca":false},{"name":"Denis Rodrigue","is_ca":true},{"name":"Abou el kacem Qaiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01184453808555489,"gpt":0.222972716058853,"spread":0.2111281779732981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004585822,0.000357911,0.0005791222,0.0003263972,0.000200755,0.0003719652,0.0003516551,0.0001049922,0.00002998078],"category_scores_gemma":[0.0002011053,0.0002780158,0.0001093496,0.0001437386,0.0002217104,0.0003546169,0.0001363654,0.0003913034,0.00002093947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007208303,"about_ca_system_score_gemma":0.0001302085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002051423,"about_ca_topic_score_gemma":0.000001037496,"domain_scores_codex":[0.997821,0.00008339762,0.0007327161,0.0002492897,0.0007213475,0.0003922682],"domain_scores_gemma":[0.997131,0.001045609,0.0005892561,0.0002347198,0.0004172724,0.000582073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001463506,0.00003226963,0.0009153873,0.00009833863,0.00006001276,0.0001627387,0.0001867697,0.07320947,0.9189747,0.002042607,0.001751088,0.001103113],"study_design_scores_gemma":[0.003728338,0.003034299,0.0004447125,0.0005542004,0.0001712992,0.0007515077,0.00009197168,0.1543877,0.8330833,0.0003902899,0.002718749,0.0006436394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938105,0.00107603,0.002819557,0.0004464601,0.000559464,0.00008477706,0.00003338958,0.00004565315,0.001124159],"genre_scores_gemma":[0.9851063,0.0001020632,0.0137432,0.0005445097,0.000194147,0.000001766685,0.00001364348,0.00002816611,0.0002661394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08589137,"threshold_uncertainty_score":0.9999672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071895301","doi":"10.1177/0731684404035416","title":"Process Rheology and Mechanical Property Correlationship of Wood Flour-Polypropylene Composites","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Wood flour; Composite material; Rheology; Polypropylene; Lubricant; Maleic anhydride; Viscosity; Shear thinning; Rheometer; Polymer; Copolymer","authors":[{"name":"Haijun Li","is_ca":true},{"name":"Shiang Law","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01083217415673718,"gpt":0.2309754068864548,"spread":0.2201432327297177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002980284,0.0002588661,0.0005951111,0.0002306751,0.0001898875,0.0001027854,0.0003192992,0.0001659583,0.00002685806],"category_scores_gemma":[0.00020308,0.0001680259,0.00008898167,0.0002025984,0.0002736728,0.0004012849,0.0001443081,0.0003794353,0.000005435617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003570643,"about_ca_system_score_gemma":0.0001329905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001879932,"about_ca_topic_score_gemma":0.000002767119,"domain_scores_codex":[0.9981267,0.00005345595,0.0009052459,0.0002020631,0.0004182242,0.0002942997],"domain_scores_gemma":[0.9978796,0.0004954617,0.0007428313,0.0001566521,0.0004954136,0.0002300468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005099056,0.00002973787,0.0008750538,0.0001475697,0.00005546344,0.00002308724,0.0002772331,0.02316485,0.9567305,0.01800318,0.00001719252,0.0001661877],"study_design_scores_gemma":[0.002131535,0.001808411,0.0007064823,0.0004527277,0.0001708635,0.001082324,0.000108727,0.01382754,0.9767547,0.002607375,0.0000404904,0.0003088208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831608,0.0008084027,0.01510314,0.0002965427,0.0002716761,0.0001890204,0.00001276438,0.00002489624,0.0001327494],"genre_scores_gemma":[0.9832945,0.0001056794,0.01632705,0.00006928605,0.00008790102,0.000002340426,0.000005657671,0.00001775114,0.00008983138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02002417,"threshold_uncertainty_score":0.6851896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062092297","doi":"10.1177/0731684405056450","title":"Flexural and Shear Properties of Silica Particle Modified Glass Fiber Reinforced Epoxy Composite","year":2005,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Epoxy; Composite number; Glass fiber; Curing (chemistry); Flexural strength; Composite epoxy material; Fiber-reinforced composite","authors":[{"name":"Yong Cao","is_ca":true},{"name":"John H. Cameron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485794500567334,"gpt":0.2224940285504322,"spread":0.2076360835447588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003354918,0.0003301109,0.0006885392,0.0001744153,0.0002111402,0.0002353955,0.0003496534,0.0001404919,0.00006100687],"category_scores_gemma":[0.0001074702,0.0002457894,0.0001369642,0.0001819189,0.0003367611,0.0007836073,0.0002207354,0.0003268813,0.00001899975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004769431,"about_ca_system_score_gemma":0.000067417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002524465,"about_ca_topic_score_gemma":0.000001404277,"domain_scores_codex":[0.9975328,0.00006390725,0.001186386,0.0002209165,0.0005713778,0.000424569],"domain_scores_gemma":[0.9979233,0.0003385852,0.00075388,0.0002403164,0.0004353666,0.0003085837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006585086,0.00001190483,0.000154582,0.0001112041,0.00005939067,0.000009163669,0.0003760612,0.06295418,0.9325463,0.002484012,0.00008266515,0.0005520919],"study_design_scores_gemma":[0.001372146,0.0006438007,0.0003923092,0.0003039405,0.0001104315,0.000314743,0.00006248587,0.1041383,0.8919047,0.00003878676,0.0004227191,0.0002956818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964687,0.00173194,0.0007493726,0.0003214466,0.0001478512,0.0002010225,0.00001199475,0.00003659787,0.0003310829],"genre_scores_gemma":[0.9909098,0.0001207186,0.007932502,0.0001215838,0.0001666585,0.000002843037,0.000003323106,0.00002411519,0.0007185111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04118409,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103231846","doi":"10.1177/0731684410378543","title":"Characteristics of wood-plastic composites reinforced with organo-nanoclays","year":2010,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; University of Toronto","funders":"","keywords":"Materials science; Composite material; Wood-plastic composite; Composite number; Water resistance; Polyethylene; Moisture; Fiber","authors":[{"name":"Ruijun Gu","is_ca":true},{"name":"B. V. Kokta","is_ca":true},{"name":"D. Michálková","is_ca":false},{"name":"Bojan Dimzoski","is_ca":false},{"name":"Ivan Fortelný","is_ca":false},{"name":"Miroslav Šlouf","is_ca":false},{"name":"Zdenêk Kruliš","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005609906248839229,"gpt":0.1918931782730963,"spread":0.1862832720242571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002855939,0.0003269398,0.0007359515,0.0002433126,0.0002049879,0.0002183788,0.0004448569,0.0001452214,0.0001469261],"category_scores_gemma":[0.0001515462,0.0002218954,0.0001057835,0.000200844,0.0003700924,0.0003788753,0.0001266997,0.0004411724,0.00001322291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000154031,"about_ca_system_score_gemma":0.0001568262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000248336,"about_ca_topic_score_gemma":0.000003713736,"domain_scores_codex":[0.997877,0.00003836556,0.001018157,0.0001864114,0.0005105655,0.0003695131],"domain_scores_gemma":[0.9969447,0.0008072799,0.001148277,0.0002587986,0.0005648523,0.0002761272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000788284,0.00002377906,0.003359672,0.0001304849,0.00006579786,0.00003158298,0.0002509851,0.001004804,0.9921705,0.001889231,0.00009238936,0.0001924951],"study_design_scores_gemma":[0.001240629,0.001898111,0.003489118,0.0003375323,0.0002170473,0.0006014013,0.0000544841,0.006451367,0.9844208,0.00002266709,0.0009082574,0.0003586145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938056,0.0002029917,0.004563386,0.00006375652,0.0008680995,0.0001216172,0.00004212628,0.00002506608,0.0003073692],"genre_scores_gemma":[0.9902308,0.0001163808,0.009050323,0.00006611607,0.0002579347,0.00000184998,0.00001083147,0.00003133669,0.0002344447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007749723,"threshold_uncertainty_score":0.9048632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074915614","doi":"10.1177/0731684412473359","title":"Characterization of flax/epoxy prepregs before and after cure","year":2013,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Composite material; Epoxy; Void (composites); Crimp; Ultimate tensile strength; Absorption of water; Compaction; Autoclave","authors":[{"name":"Steven Phillips","is_ca":true},{"name":"Joris Baets","is_ca":false},{"name":"Larry Lessard","is_ca":true},{"name":"Pascal Hubert","is_ca":true},{"name":"Ignace Verpoest","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003929134458754376,"gpt":0.1949869933488722,"spread":0.1910578588901178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001124678,0.0001661026,0.0003352448,0.0001425825,0.0000643057,0.0001660384,0.0001594757,0.0000916592,0.0001293737],"category_scores_gemma":[0.00004220833,0.000122023,0.00005972283,0.00009452794,0.0001078546,0.0006581385,0.0001138434,0.0001582801,0.000009094472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001343892,"about_ca_system_score_gemma":0.00002651735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009528114,"about_ca_topic_score_gemma":0.000001191097,"domain_scores_codex":[0.9988185,0.00002431914,0.0005876286,0.0001192376,0.0002737536,0.0001765699],"domain_scores_gemma":[0.9986733,0.0001344049,0.0005663443,0.0001248645,0.0003591013,0.0001420392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000964355,0.000005149428,0.004302253,0.00008523989,0.0000233348,0.000005259094,0.0002796312,0.0002215477,0.9940244,0.0005499476,0.0000315366,0.0003752464],"study_design_scores_gemma":[0.0006843749,0.0008017154,0.04089175,0.0003760199,0.0000867522,0.0002837485,0.00003939567,0.008029223,0.9479346,0.0004027514,0.0002464308,0.0002232624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972221,0.000201137,0.00201122,0.0001129512,0.0001856684,0.0001551578,0.00001354411,0.00001144962,0.00008679381],"genre_scores_gemma":[0.9960122,0.00008667371,0.003511259,0.0000584623,0.00009515962,0.000003521311,0.00000707389,0.00001154483,0.0002140895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608984,"threshold_uncertainty_score":0.4975954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110678538","doi":"10.1177/073168403027609","title":"The Influence of Aqueous Environment, Temperature and Cyclic Loading on Glass-Fibre/Epoxy Composite Laminates","year":2003,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Composite material; Epoxy; Immersion (mathematics); Composite laminates; Distilled water; Composite number; Stiffness; Glass fiber; Cracking; Moisture","authors":[{"name":"Fernand Ellyin","is_ca":true},{"name":"Christof Rohrbacher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004190528834140292,"gpt":0.1854501950326108,"spread":0.1812596661984705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001914436,0.0002148769,0.000338504,0.0001002251,0.0001580838,0.0001216463,0.0001745821,0.0001002373,0.000003905149],"category_scores_gemma":[0.00008139624,0.0001514436,0.00006685495,0.00008316049,0.0001058649,0.0001299845,0.00003694142,0.000389493,0.000001825451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661983,"about_ca_system_score_gemma":0.00001038527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.841025e-7,"about_ca_topic_score_gemma":2.733078e-7,"domain_scores_codex":[0.9987991,0.00003965667,0.0005716289,0.0001005518,0.0002756855,0.0002133851],"domain_scores_gemma":[0.9984373,0.0009570127,0.0002414296,0.0001496776,0.00006503127,0.0001495204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000508493,0.000009824131,0.002078153,0.0000491678,0.00007183024,0.00001845854,0.00006301107,0.09920138,0.8941026,0.004010219,0.00003746489,0.0003070356],"study_design_scores_gemma":[0.00120243,0.00126609,0.02022701,0.0006139553,0.0002014765,0.0005405372,0.00008555237,0.015297,0.95745,0.0004727146,0.00218528,0.0004579333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972954,0.001762702,0.0005094992,0.00002856861,0.0001094575,0.00008612674,0.000004909638,0.00001660086,0.0001867439],"genre_scores_gemma":[0.9971106,0.001294137,0.001485734,0.00002338803,0.00002585083,0.000001342036,0.000001064458,0.0000202139,0.00003768265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08390439,"threshold_uncertainty_score":0.617569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149210416","doi":"10.1177/0731684404039787","title":"An Experimental Study of Saturated and Unsaturated Permeabilities in Resin Transfer Molding Based on Unidirectional Flow Measurements","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Polytechnique Montréal","funders":"","keywords":"Transfer molding; Materials science; Composite material; Permeability (electromagnetism); Darcy's law; Porosity; Mold; Porous medium; Mechanics; Chemistry; Membrane","authors":[{"name":"Akbar Shojaei","is_ca":false},{"name":"F. Trochu","is_ca":true},{"name":"Seyed Reza Ghaffarian","is_ca":false},{"name":"S. M. H. Karimian","is_ca":false},{"name":"Larry Lessard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01658314626496242,"gpt":0.2333596708529416,"spread":0.2167765245879792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001298952,0.000137563,0.0002251666,0.0002319316,0.0000486434,0.00004968221,0.00006537825,0.00004965991,0.000004316702],"category_scores_gemma":[0.00002865859,0.0001202444,0.00002004957,0.0001449313,0.00003430121,0.0001664684,0.00000494957,0.0001794639,6.019753e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006414943,"about_ca_system_score_gemma":0.00003503327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125508,"about_ca_topic_score_gemma":0.00001955355,"domain_scores_codex":[0.9991476,0.0000265679,0.0003660019,0.000082381,0.0002676902,0.0001097859],"domain_scores_gemma":[0.9995933,0.000116814,0.00004790198,0.00005790794,0.0001162552,0.00006787499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000301444,0.0001088652,0.003555825,0.00006352163,0.0000331031,0.000008831624,0.0009743117,0.8109403,0.1839534,0.00001898282,0.000001160082,0.00004020357],"study_design_scores_gemma":[0.004488222,0.003578987,0.01517047,0.0006328797,0.00004323389,0.00003595199,0.001803715,0.3032044,0.6707802,0.00001967499,0.000003430347,0.0002387333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998844,0.0003033964,0.0006017905,0.000005273237,0.00009345062,0.00009317986,0.000003442204,0.00001770326,0.00003777132],"genre_scores_gemma":[0.9989688,0.00002379791,0.0009628236,0.00000533604,0.00002036161,0.000001455276,0.000002159351,0.0000138067,0.000001478197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5077359,"threshold_uncertainty_score":0.4903423,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974766359","doi":"10.1177/0731684406063536","title":"Impact Properties of Silica Particle Modified Glass Fiber Reinforced Epoxy Composite","year":2006,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Epoxy; Materials science; Composite number; Composite material; Composite epoxy material; Glass fiber; Curing (chemistry); Fiber-reinforced composite","authors":[{"name":"Yong Cao","is_ca":true},{"name":"John H. Cameron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01218905915327264,"gpt":0.2123074164591282,"spread":0.2001183573058555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532299,0.0002864183,0.0005930401,0.0001516579,0.00007741339,0.0001046155,0.0002543022,0.0001230026,0.00003959873],"category_scores_gemma":[0.00003527199,0.0002196186,0.0002183397,0.0001871455,0.0000954123,0.0002769674,0.00006227731,0.0002971264,0.000007560702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005153779,"about_ca_system_score_gemma":0.00003251308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002821989,"about_ca_topic_score_gemma":0.000001135019,"domain_scores_codex":[0.998076,0.0000278778,0.001032783,0.0001127633,0.0004198563,0.0003307432],"domain_scores_gemma":[0.9987457,0.0002260466,0.0003370302,0.0002048529,0.0002852259,0.0002011214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001532505,0.00001412234,0.0007849967,0.00006881271,0.00007688513,0.00001048292,0.00003629147,0.3466741,0.650937,0.0009739164,0.0001330999,0.0001371272],"study_design_scores_gemma":[0.001005284,0.0005347809,0.004213564,0.0002355455,0.0001400583,0.0001128752,0.00001238287,0.3128198,0.6805176,0.00005654404,0.00008920234,0.0002623058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931586,0.0007995635,0.00517883,0.00002488869,0.000130855,0.0001380204,0.0000125247,0.00005781114,0.0004988591],"genre_scores_gemma":[0.9976097,0.00005305166,0.001992272,0.000009467904,0.00009882646,0.000002576508,0.000005892902,0.00003333544,0.0001949317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03385426,"threshold_uncertainty_score":0.8955785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123687969","doi":"10.1177/0731684415594487","title":"Basalt fiber reinforced polymer grids as an external reinforcement for reinforced concrete structures","year":2015,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Basalt fiber; Fibre-reinforced plastic; Materials science; Composite material; Flexural strength; Ultimate tensile strength; Epoxy; Basalt; Slip (aerodynamics); Young's modulus; Glass fiber; Fiber; Geology","authors":[{"name":"Nageh M. Ali","is_ca":false},{"name":"Xin Wang","is_ca":false},{"name":"Zhishen Wu","is_ca":false},{"name":"Ahmed Hassanein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01514181781290146,"gpt":0.2440896960457956,"spread":0.2289478782328941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004110383,0.0007426834,0.0009726916,0.0004882374,0.0002151476,0.0004217131,0.000690171,0.0003665651,0.0001676781],"category_scores_gemma":[0.0002496916,0.0006445429,0.0003430018,0.0002437323,0.000195675,0.001212362,0.0001259426,0.0006419145,0.00001905486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995556,"about_ca_system_score_gemma":0.0002444502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004699217,"about_ca_topic_score_gemma":5.676e-7,"domain_scores_codex":[0.9962,0.00003763928,0.001652991,0.0003061316,0.0009850995,0.0008181554],"domain_scores_gemma":[0.996344,0.000402423,0.0007167446,0.0004849312,0.0009070915,0.001144755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002365689,4.243481e-7,0.00007863004,0.000251457,0.000515464,0.0001123246,0.001112133,0.693399,0.2546368,0.04203753,0.002693139,0.002797391],"study_design_scores_gemma":[0.006679118,0.003866823,0.00008020664,0.0003057398,0.0004719396,0.00120922,0.0005038094,0.4975731,0.4826645,0.0002679578,0.005074827,0.001302696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453315,0.000954304,0.04903702,0.00004642456,0.001810045,0.000676915,0.00005071507,0.0002221741,0.001870858],"genre_scores_gemma":[0.9767531,0.0001917626,0.01643427,0.0002922793,0.0009135934,0.00002442237,0.00009983537,0.0001469992,0.005143746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2280277,"threshold_uncertainty_score":0.9996006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143456873","doi":"10.1177/0731684404041715","title":"Predicting Elastic Constants of 2D-Braided Fiber Rigid and Elastomeric–Polymeric Matrix Composites","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Braid; Materials science; Composite material; Kevlar; Composite number; Elastomer; Epoxy; Torsion (gastropod); Elastic modulus; Shear modulus","authors":[{"name":"Jason P. Carey","is_ca":true},{"name":"A. Fahim","is_ca":true},{"name":"M. Munro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006129264459634988,"gpt":0.2146708758739033,"spread":0.2085416114142683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001394589,0.0003040248,0.0006624223,0.00028899,0.0001007266,0.00009193522,0.0002040992,0.0001220597,0.00003504425],"category_scores_gemma":[0.00008322234,0.0002702737,0.0001117533,0.0002407975,0.0001648048,0.0002553469,0.00008378527,0.0003779939,0.000005133611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004189834,"about_ca_system_score_gemma":0.00004393897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007027956,"about_ca_topic_score_gemma":9.987754e-7,"domain_scores_codex":[0.9981758,0.00002330186,0.0009552682,0.0001431146,0.0003914101,0.0003111315],"domain_scores_gemma":[0.99821,0.0007672786,0.0004154882,0.0001428629,0.0001752523,0.0002890769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002020528,0.00003513968,0.005018737,0.0002738766,0.0002507684,0.00005599109,0.0002206504,0.1718512,0.8196077,0.001672383,0.00003904239,0.0007724899],"study_design_scores_gemma":[0.007487626,0.003606842,0.009767079,0.002533978,0.001160125,0.002403852,0.0003622571,0.1741916,0.7961023,0.0006699028,0.0004288318,0.001285624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780133,0.001961556,0.01926587,0.0000259454,0.0002524178,0.0001224708,0.00002594811,0.00005775065,0.0002747206],"genre_scores_gemma":[0.9863369,0.0003225426,0.01318108,0.00001431843,0.00007503179,0.000001556281,0.00000426191,0.00003594946,0.00002839479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0235054,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023583232","doi":"10.1177/0731684412445494","title":"Numerical modelling of sandwich panels with soft core and different rib configurations","year":2012,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Flexural strength; Finite element method; Rib cage; Sandwich-structured composite; Deformation (meteorology); Shear (geology); Sandwich panel; Core (optical fiber); Compression (physics); Glass fiber; Structural engineering","authors":[{"name":"Tarek Sharaf","is_ca":true},{"name":"Amir Fam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01365228360608569,"gpt":0.1902900385940946,"spread":0.1766377549880089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003231591,0.000117913,0.0002386322,0.00006593033,0.00004986333,0.00003120825,0.00004922933,0.00004105944,0.000008727309],"category_scores_gemma":[0.000004113325,0.00008129463,0.00003461576,0.00004416559,0.00003765634,0.00009209874,0.00001101853,0.0001486133,1.595895e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007114928,"about_ca_system_score_gemma":0.000006785775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002364853,"about_ca_topic_score_gemma":2.572203e-7,"domain_scores_codex":[0.9994343,0.00000603083,0.0002565046,0.00003857484,0.0001355713,0.0001290355],"domain_scores_gemma":[0.9995148,0.0001452556,0.00009748666,0.00005099737,0.00006706129,0.0001244092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001137185,0.00001177884,0.008773819,0.0001180603,0.0001813375,0.000004408851,0.0007458954,0.900638,0.08710971,0.001786797,0.00002807133,0.0004883579],"study_design_scores_gemma":[0.000707924,0.0003434072,0.007616351,0.0001388414,0.0001661498,0.00031925,0.0001237217,0.9425555,0.04761107,0.00008924361,0.0001323827,0.0001961041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6759841,0.0007113951,0.323077,0.000004261083,0.00006545366,0.00002783568,0.000003965947,0.000006828986,0.0001191469],"genre_scores_gemma":[0.9975235,0.0001353455,0.002240716,0.000005353557,0.00007088059,4.074498e-7,0.000004065237,0.00001018585,0.000009487566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215394,"threshold_uncertainty_score":0.3315099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101565363","doi":"10.1177/0731684412464090","title":"Helium gas barrier and water absorption behavior of bamboo fiber reinforced recycled polypropylene","year":2012,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Trường Đại học Bách Khoa Hà Nội","keywords":"Materials science; Composite material; Polypropylene; Fiber; Bamboo; Composite number; Absorption of water","authors":[{"name":"Hychem Boukehili","is_ca":true},{"name":"Phuong Nguyen‐Tri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008807988656672028,"gpt":0.2240716847649969,"spread":0.2152636961083248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004311853,0.000302713,0.0005647014,0.0002804659,0.0001588129,0.0001347343,0.0002368487,0.0001765248,0.0002729478],"category_scores_gemma":[0.00006436518,0.0002063233,0.0001344536,0.0001038883,0.0001813988,0.0008619434,0.0001886629,0.0002661971,0.00002311898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003974565,"about_ca_system_score_gemma":0.00003310331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002441066,"about_ca_topic_score_gemma":4.439738e-7,"domain_scores_codex":[0.9978114,0.00005613023,0.0009771085,0.0001601634,0.0005014807,0.0004937012],"domain_scores_gemma":[0.9981794,0.0002722532,0.000595699,0.0002101193,0.0003556212,0.0003868993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004047372,0.00001060781,0.0009704285,0.00007219904,0.00003942716,0.0000079755,0.0002960816,0.0005109463,0.9958929,0.00112173,0.00009011131,0.0005828661],"study_design_scores_gemma":[0.0009974488,0.0005758124,0.001052814,0.0001687225,0.0002235917,0.0004409332,0.00005502921,0.001869208,0.9936207,0.00006489802,0.000633465,0.0002973898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968764,0.0008466251,0.001255607,0.00006158967,0.0004644808,0.0001567687,0.00001827686,0.00002234532,0.0002979723],"genre_scores_gemma":[0.99315,0.0001904335,0.005197812,0.00007467876,0.0002512712,0.000004279851,0.00001283079,0.00002708676,0.001091588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003942206,"threshold_uncertainty_score":0.8413621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126185449","doi":"10.1177/0731684415592717","title":"Tests of high-performance fiber-reinforced concrete beams with different shear span-to-depth ratios and main longitudinal reinforcement","year":2015,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Shear (geology); Composite material; Cracking; Flexural strength; Ductility (Earth science); Stiffness; Reinforcement; Structural engineering; Deflection (physics); Fiber-reinforced concrete; Reinforced concrete; Creep","authors":[{"name":"Ahmed Alyousif","is_ca":true},{"name":"Özgür Anıl","is_ca":false},{"name":"Mustafa Şahmaran","is_ca":false},{"name":"Mohamed Lachemi","is_ca":true},{"name":"Gürkan Yıldırım","is_ca":false},{"name":"Ashraf Ashour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01362729392497557,"gpt":0.2137858214471312,"spread":0.2001585275221556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003268036,0.0003882947,0.0007511927,0.0003289918,0.00007600823,0.0001291802,0.0001943061,0.00009990054,0.00003369201],"category_scores_gemma":[0.00008943614,0.0002925365,0.00004380168,0.0002262115,0.0001264814,0.0003883546,0.0001078899,0.0002328819,0.000004900578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009965327,"about_ca_system_score_gemma":0.00007452208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001465354,"about_ca_topic_score_gemma":0.000001270846,"domain_scores_codex":[0.9978433,0.00002158993,0.001044502,0.0001491717,0.0005719116,0.0003694706],"domain_scores_gemma":[0.9982476,0.0002099999,0.0004625815,0.0001939431,0.0005567719,0.0003290808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001028703,0.00000155593,0.00173249,0.0004287996,0.0003739805,0.00002681971,0.0004868543,0.8928704,0.0994542,0.002722538,0.0005294305,0.0003442637],"study_design_scores_gemma":[0.006960106,0.00863368,0.008930361,0.001575665,0.0003179717,0.0004085284,0.00027249,0.3152537,0.6554866,0.00002032079,0.001096012,0.001044623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662511,0.00007894596,0.03242237,0.0000333818,0.0002248209,0.000326711,0.00001960962,0.00003149164,0.0006115114],"genre_scores_gemma":[0.9947204,0.0001236051,0.004613162,0.00004651131,0.0001255688,0.000007277065,0.00002098576,0.00003811718,0.0003043495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5776167,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094662120","doi":"10.1177/0731684409103143","title":"Punching Shear of Two-way Slabs Retrofitted with Prestressed or Non-prestressed CFRP Sheets","year":2009,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Materials science; Slab; Structural engineering; Reinforcement; Cracking; Shear (geology); Punching; Finite element method; Composite material; Failure mode and effects analysis; Prestressed concrete; Shear stress; Engineering","authors":[{"name":"Yail J. Kim","is_ca":false},{"name":"Jesse M. Longworth","is_ca":false},{"name":"R. Gordon Wight","is_ca":true},{"name":"Mark F. Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006544798440052836,"gpt":0.2140508684017729,"spread":0.2075060699617201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008919682,0.0003308924,0.0006002208,0.0002578141,0.0000768165,0.0001130018,0.000310683,0.0001179525,0.00003947378],"category_scores_gemma":[0.00006481337,0.0002306179,0.00009139076,0.0002409625,0.00007223738,0.0003708825,0.00003229468,0.0004570628,0.000001135637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003905364,"about_ca_system_score_gemma":0.00005893102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009908253,"about_ca_topic_score_gemma":8.645058e-7,"domain_scores_codex":[0.9983159,0.00001605693,0.0007411506,0.0001321997,0.0004639385,0.0003307143],"domain_scores_gemma":[0.9986094,0.000297711,0.0003929646,0.0002256803,0.0002442652,0.0002299913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007980459,0.000001788295,0.0008474528,0.0001371992,0.0002008122,0.0002405181,0.0002525648,0.3862858,0.6069066,0.0002750958,0.0001564571,0.003897738],"study_design_scores_gemma":[0.005424069,0.004104527,0.02125292,0.001450737,0.0004665641,0.0005799427,0.0001318005,0.3068282,0.6587229,0.00005684574,0.0002213142,0.0007601893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860557,0.0001888085,0.01254206,0.00002983868,0.0001912013,0.0001532244,0.00001320298,0.00005348899,0.0007724562],"genre_scores_gemma":[0.9842292,0.0001080769,0.01541502,0.00002602622,0.0001121554,0.000001018556,0.000007730459,0.00002984627,0.00007091471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07945756,"threshold_uncertainty_score":0.9404327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015493715","doi":"10.1177/0731684405050391","title":"Evaluation of the Physical and Mechanical Properties of Braided Fabrics and their Composites","year":2005,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Epoxy; Ultimate tensile strength; Stiffness; Glass fiber; Transfer molding; Modulus; Volume fraction; Composite number","authors":[{"name":"Karine M. Charlebois","is_ca":true},{"name":"Rachid Boukhili","is_ca":true},{"name":"Oussama Zebdi","is_ca":true},{"name":"F. Trochu","is_ca":true},{"name":"A. Gasmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01795831814085469,"gpt":0.2163201623206975,"spread":0.1983618441798428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000240567,0.0001022595,0.0002370673,0.00005257331,0.00004094268,0.00003006506,0.00008612563,0.00003883222,9.127911e-7],"category_scores_gemma":[0.0001257039,0.00006084866,0.00003632824,0.00006656086,0.00008842197,0.0001189535,0.00004852579,0.0001313193,6.293924e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192406,"about_ca_system_score_gemma":0.0000269155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001311057,"about_ca_topic_score_gemma":0.000001976409,"domain_scores_codex":[0.9992649,0.000027652,0.000297139,0.00004854618,0.0002852333,0.00007653065],"domain_scores_gemma":[0.9992104,0.0002267183,0.0001663919,0.00006330287,0.00029037,0.00004277422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004072509,0.00001547366,0.000469393,0.0002729679,0.0001206027,1.964924e-7,0.0007991481,0.1421356,0.8526336,0.0005672546,0.00001742002,0.002927604],"study_design_scores_gemma":[0.0003349146,0.0001019378,0.001171584,0.0002348827,0.000103347,0.00003626839,0.00005916889,0.457761,0.5399678,0.0001514358,0.00002467983,0.00005295669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99574,0.002674495,0.001349931,0.00005235533,0.0000433817,0.00006958887,0.000003072598,0.000006448263,0.00006073948],"genre_scores_gemma":[0.998924,0.0002462661,0.0007529355,0.000006855864,0.00005621863,6.146485e-7,2.429633e-7,0.000008491686,0.000004397258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156254,"threshold_uncertainty_score":0.2481336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053522998","doi":"10.1177/0731684408099415","title":"Development of Recycled Polypropylene Matrix Composites Reinforced with Fly Ash","year":2009,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Materials science; Polypropylene; Composite material; Fly ash; Flexural strength; Absorption of water; Composite number; Coupling (piping); Izod impact strength test; Ultimate tensile strength","authors":[{"name":"Keya Das","is_ca":false},{"name":"Dipa Ray","is_ca":false},{"name":"Kuntal Adhikary","is_ca":false},{"name":"Nil Ratan Bandyopadhyay","is_ca":false},{"name":"Amar K. Mohanty","is_ca":true},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008455747700006736,"gpt":0.2187738550551094,"spread":0.2103181073551027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896787,0.00028648,0.0006239319,0.0002356296,0.0002293798,0.0001629186,0.000353355,0.00009412697,0.00004516841],"category_scores_gemma":[0.00002214232,0.0001929443,0.00009283629,0.0001875256,0.000125269,0.0003348498,0.00007208007,0.0001717728,0.000005525751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390832,"about_ca_system_score_gemma":0.0001775291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001156699,"about_ca_topic_score_gemma":0.000002126983,"domain_scores_codex":[0.9978702,0.00003944917,0.001051097,0.0001688552,0.0005301441,0.000340225],"domain_scores_gemma":[0.9981528,0.0001908867,0.0009113482,0.0001812381,0.0003406138,0.0002231245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001325222,0.0000253659,0.0001882499,0.00005522813,0.00006336083,0.00001959454,0.0005277508,0.003086319,0.9911205,0.001753515,0.00009459155,0.001740314],"study_design_scores_gemma":[0.001381228,0.001763763,0.0009125975,0.0004579487,0.0001028082,0.0002427615,0.0001058862,0.004697321,0.9888219,0.00004188572,0.001169253,0.0003026785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792964,0.001336058,0.0183985,0.000138091,0.0001434656,0.0001173388,0.000009515898,0.00002686525,0.0005337705],"genre_scores_gemma":[0.9176405,0.0001028103,0.08158228,0.0001161939,0.00008197194,0.00000121274,0.000006320988,0.00001565876,0.0004530297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06318377,"threshold_uncertainty_score":0.7868041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891417544","doi":"10.1177/0731684418791756","title":"Banana fiber/low-density polyethylene recycled composites for third world eco-friendly construction applications – Waste for life project Sri Lanka","year":2018,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Fiber; Ultimate tensile strength; Context (archaeology); Low-density polyethylene; Composite material; Polyethylene; Differential scanning calorimetry; Environmentally friendly; Waste management","authors":[{"name":"Sean Bolduc","is_ca":true},{"name":"Kyungmin Jung","is_ca":true},{"name":"Pramathanath Venkata","is_ca":false},{"name":"Mascareneous Ashokcline","is_ca":false},{"name":"Randika Jayasinghe","is_ca":false},{"name":"Caroline Baillie","is_ca":false},{"name":"Larry Lessard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034715410613585,"gpt":0.2495221425177172,"spread":0.2391749884115814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004374309,0.0003746391,0.0006970249,0.0004603334,0.0006924722,0.0003689786,0.0004673378,0.0001622775,0.00002889343],"category_scores_gemma":[0.0001905101,0.0003134896,0.0002546244,0.0003648833,0.0003361269,0.0004759278,0.0001302437,0.0002359535,0.00001335233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008162816,"about_ca_system_score_gemma":0.0002144494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002951355,"about_ca_topic_score_gemma":0.00002718703,"domain_scores_codex":[0.997622,0.00005567361,0.001068662,0.0003554336,0.0003956278,0.0005026067],"domain_scores_gemma":[0.9956825,0.001532333,0.001099765,0.0003045069,0.001090978,0.0002898877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001975239,0.00003157273,0.000145682,0.0002438242,0.0001699973,0.000002827034,0.0002607134,0.001130071,0.9790645,0.01106953,0.004381057,0.00152502],"study_design_scores_gemma":[0.0023429,0.001829989,0.00004249721,0.0002946136,0.0003201827,0.0001702288,0.0002278691,0.02530007,0.9512644,0.0009695465,0.01670982,0.0005278706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8252568,0.000547883,0.1701251,0.0003929115,0.000969348,0.001456435,0.0002568267,0.0001088159,0.000885881],"genre_scores_gemma":[0.8287008,0.00008357255,0.1683329,0.0003429324,0.001658278,0.00008234977,0.00008688703,0.00004606653,0.0006662091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02780005,"threshold_uncertainty_score":0.9999317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126307472","doi":"10.1177/0731684407086317","title":"Role of Refined Paper Fiber on Structure of Water Blown Soy Polyol Based Polyurethane Foams","year":2008,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Polyurethane; Polyol; Thermogravimetric analysis; Fiber; Composite material; Scanning electron microscope; Fourier transform infrared spectroscopy; Cellulose fiber; Differential scanning calorimetry; Chemical engineering","authors":[{"name":"Indranil Banik","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005677957410973748,"gpt":0.1915293575291737,"spread":0.1858514001181999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185713,0.0001915942,0.0004906832,0.0001670687,0.0001146989,0.00002836292,0.0002194201,0.0001085295,0.0003151998],"category_scores_gemma":[0.00002982678,0.0001228152,0.0001285596,0.00007971143,0.0001217043,0.0001350936,0.00004962691,0.0001869566,0.00000321101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463112,"about_ca_system_score_gemma":0.00006652495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003962107,"about_ca_topic_score_gemma":0.000001916216,"domain_scores_codex":[0.9984336,0.00004282272,0.0007090907,0.0001246628,0.00043228,0.0002575235],"domain_scores_gemma":[0.9987347,0.0002626475,0.0004848141,0.0001724166,0.0002020545,0.000143382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006897898,0.00002711504,0.0004036868,0.00004768679,0.00003547106,0.00001300614,0.0002587947,0.01632801,0.9818247,0.0001925867,0.00005592566,0.0001232175],"study_design_scores_gemma":[0.001026957,0.0009507404,0.0006210186,0.0001606377,0.00006546192,0.0001276522,0.0000295238,0.007045581,0.9894045,0.00006176437,0.0003592539,0.0001469273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986781,0.000479144,0.0002975305,0.00009901684,0.0001544466,0.00005945051,0.00004726442,0.00000793297,0.0001770975],"genre_scores_gemma":[0.9948459,0.00003673459,0.004756897,0.0001375867,0.0001035614,2.672256e-7,0.000008445134,0.00001465263,0.00009601807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009282431,"threshold_uncertainty_score":0.500826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008444993","doi":"10.1177/0731684407069950","title":"The Effect of Curing Conditions on the Properties of Silica Modified Glass Fiber Reinforced Epoxy Composite","year":2007,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Curing (chemistry); Epoxy; Composite number; Isothermal process; Glass fiber; Flexural strength","authors":[{"name":"Yong Cao","is_ca":true},{"name":"John H. Cameron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008713543239259214,"gpt":0.2110619774203275,"spread":0.2023484341810683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838215,0.0001878846,0.0003423779,0.0001228663,0.00019746,0.00006434479,0.0002734194,0.00007028827,0.000004342018],"category_scores_gemma":[0.0002157089,0.00009978548,0.0001137102,0.0001523126,0.0001943136,0.0001072681,0.00004446533,0.0003268275,0.000001543735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002335735,"about_ca_system_score_gemma":0.00001921989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004147852,"about_ca_topic_score_gemma":0.000001326653,"domain_scores_codex":[0.9986407,0.00003031096,0.00070676,0.00006462142,0.0003419479,0.0002156573],"domain_scores_gemma":[0.9967583,0.00241523,0.0003780119,0.0001754402,0.0001980922,0.0000749031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004071841,0.000004262006,0.0003242102,0.0004231977,0.0002246671,0.000005720375,0.0002053875,0.6145915,0.3812364,0.002275352,0.0001179742,0.0001840559],"study_design_scores_gemma":[0.0005698486,0.000671448,0.001057166,0.0007920017,0.00009527121,0.00005600063,0.00005622582,0.04469004,0.9516304,0.00002605593,0.0002286696,0.0001269321],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962214,0.0008364958,0.001186307,0.00004991364,0.0001545044,0.0001612097,0.000005829642,0.00002176727,0.001362574],"genre_scores_gemma":[0.9994998,0.0001585718,0.0001190362,0.000009066296,0.00006266798,0.00000251292,0.000001262269,0.00001949337,0.0001276173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5703939,"threshold_uncertainty_score":0.4069134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048448021","doi":"10.1177/0731684420949662","title":"Characterization and numerical simulation of laminated glass fiber–polyester composites for a prosthetic running blade","year":2020,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; Bending; Polyester; Glass fiber; Fiber; Buckling","authors":[{"name":"Wafa Ouarhim","is_ca":false},{"name":"Mehdi Ait-Dahi","is_ca":false},{"name":"Mohammed Ouadi Bensalah","is_ca":false},{"name":"Mounir El Achaby","is_ca":false},{"name":"Denis Rodrigue","is_ca":true},{"name":"Rachid Bouhfid","is_ca":false},{"name":"Abou el kacem Qaiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01229692518395644,"gpt":0.2345774955158577,"spread":0.2222805703319012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310657,0.000200805,0.000459701,0.000116037,0.0001174846,0.0001558334,0.0001587918,0.00009518838,0.0000180053],"category_scores_gemma":[0.0001250509,0.0001638951,0.00007923721,0.0001566288,0.00009145818,0.0003902716,0.00008529663,0.0001561303,0.000002390968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702787,"about_ca_system_score_gemma":0.00003134631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000157529,"about_ca_topic_score_gemma":6.045718e-8,"domain_scores_codex":[0.9986138,0.00003115807,0.0007188629,0.0001634922,0.0002724318,0.0002002177],"domain_scores_gemma":[0.9980435,0.000602982,0.0007549518,0.00007690898,0.0003495582,0.0001720523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006539758,0.00000827816,0.0004404545,0.0001739037,0.00003012151,0.000003865524,0.0004217299,0.05761416,0.9397227,0.0002990902,0.000007591026,0.0006241743],"study_design_scores_gemma":[0.0009096595,0.001048333,0.0006624303,0.0001642479,0.00009213625,0.0000446731,0.00002219995,0.4880873,0.5083882,0.00002161286,0.0004049315,0.0001542833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8823863,0.000155963,0.1168016,0.0002620666,0.00008069726,0.0002519203,0.00002889484,0.00001985199,0.00001276342],"genre_scores_gemma":[0.9903353,0.00001703757,0.009312857,0.0001326373,0.0001035768,0.000002581035,0.00003169697,0.00001911466,0.00004512551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4313344,"threshold_uncertainty_score":0.6683447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210757411","doi":"10.1177/07316844211051749","title":"Phase morphology, mechanical, and thermal properties of fiber-reinforced thermoplastic elastomer: Effects of blend composition and compatibilization","year":2021,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Ultimate tensile strength; Thermoplastic elastomer; High-density polyethylene; Izod impact strength test; Elastomer; Natural rubber; Polyethylene; Polymer; Copolymer","authors":[{"name":"Ali Fazli","is_ca":true},{"name":"Denis Rodrigue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00947204734053605,"gpt":0.2283717151580871,"spread":0.218899667817551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002056925,0.0002566935,0.0006983266,0.0001589,0.0001280716,0.0000894609,0.0001554173,0.0001332415,0.0000313795],"category_scores_gemma":[0.0001693545,0.0001979057,0.00008219427,0.00017238,0.0003301932,0.0003552476,0.0001780533,0.0002172254,0.00000140383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001965197,"about_ca_system_score_gemma":0.00007722447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008707339,"about_ca_topic_score_gemma":6.339969e-7,"domain_scores_codex":[0.99819,0.0001139604,0.0009114039,0.0001983781,0.0003630538,0.0002231775],"domain_scores_gemma":[0.9974312,0.0008268711,0.0008791612,0.0001630439,0.0005426874,0.0001570145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006981829,0.00004626726,0.00004742162,0.0006216264,0.00008869515,0.00002677671,0.0002774584,0.007254891,0.9888365,0.001669779,0.00001096429,0.0004214335],"study_design_scores_gemma":[0.002999422,0.00172671,0.0001870458,0.0007973174,0.0002349047,0.0004282762,0.00006508192,0.0322164,0.9610961,0.00004334794,0.0000116205,0.0001937394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936724,0.00196105,0.003868193,0.00004293277,0.0001973536,0.0001969293,0.00001734582,0.0000141308,0.00002961731],"genre_scores_gemma":[0.9959219,0.0002988664,0.00363109,0.00003483192,0.00004170325,0.000002067427,0.00001135948,0.0000175953,0.00004059145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02774037,"threshold_uncertainty_score":0.8070361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129838384","doi":"10.1177/0731684415580630","title":"Wetting behavior of soy-based resin and unsaturated polyester on surface-modified sisal fiber mat","year":2015,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ford Motor Company (Canada); University of Toronto","funders":"","keywords":"Materials science; Wetting; Contact angle; Composite material; Isocyanate; Thermogravimetric analysis; Silane; Polyester; Cellulose fiber; Surface energy; Fiber; Fourier transform infrared spectroscopy; Thermal stability; Natural fiber; Cellulose; Chemical engineering; Polyurethane","authors":[{"name":"S. Rajkumar","is_ca":true},{"name":"Jimi Tjong","is_ca":true},{"name":"SK Nayak","is_ca":false},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02044378835757138,"gpt":0.2536819347244296,"spread":0.2332381463668582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003836463,0.0002577145,0.0004925393,0.0001928343,0.0001023899,0.0001973786,0.0002291497,0.0001390101,0.00002079397],"category_scores_gemma":[0.0001288889,0.0001937369,0.00008069954,0.0001581575,0.000151512,0.0002851862,0.00008843224,0.0003000435,0.000008492379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253606,"about_ca_system_score_gemma":0.0001146523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000212301,"about_ca_topic_score_gemma":0.00000111884,"domain_scores_codex":[0.9981682,0.00007330475,0.0007624472,0.0001736196,0.00054324,0.0002792344],"domain_scores_gemma":[0.9976745,0.0007054438,0.0007179888,0.0001714562,0.0004465668,0.000284069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001092314,0.0000207252,0.001007214,0.00005899259,0.00002718854,0.00004361902,0.0001227865,0.05147576,0.9451825,0.0004997799,0.0001896101,0.0002795061],"study_design_scores_gemma":[0.002283734,0.001519099,0.0008873545,0.000416639,0.0001577281,0.0001653038,0.00007126667,0.02629317,0.96763,0.00005507788,0.0002066716,0.0003140005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983105,0.0003780143,0.0004745098,0.0001320106,0.0002748045,0.0001471139,0.00002218563,0.00002198712,0.0002388891],"genre_scores_gemma":[0.9890015,0.00001272356,0.01055934,0.00008705151,0.00007269578,9.22268e-7,0.000007819038,0.00002068371,0.0002373053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518258,"threshold_uncertainty_score":0.7900361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117840981","doi":"10.1177/0731684412449699","title":"A comparative study of polymethylmethacrylate/cellulose nanocomposites prepared by in situ polymerization and ex situ dispersion techniques","year":2013,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"University Grants Commission","keywords":"Materials science; Nanocomposite; Cellulose; In situ polymerization; Nanocellulose; Fourier transform infrared spectroscopy; Casting; Composite material; Polymerization; Dispersion (optics); Chemical engineering; Dispersity; Polymer chemistry; Polymer","authors":[{"name":"Sunanda Sain","is_ca":false},{"name":"Mousumi Bose","is_ca":false},{"name":"Dipa Ray","is_ca":false},{"name":"Aniruddha Mukhopadhyay","is_ca":false},{"name":"Suparna Sengupta","is_ca":false},{"name":"Tanusree Kar","is_ca":false},{"name":"Christopher J. Ennis","is_ca":false},{"name":"Pattanathu Rahman","is_ca":false},{"name":"Manjusri Misra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01071204690305307,"gpt":0.2682842820493629,"spread":0.2575722351463098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002395455,0.0002031854,0.0005783329,0.0002590216,0.000100194,0.00009651414,0.0001702867,0.0000604985,0.00001745942],"category_scores_gemma":[0.00007535004,0.0001556561,0.00003705115,0.0002077206,0.0001926501,0.0004890748,0.0001905007,0.0001685332,0.000001616221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003565444,"about_ca_system_score_gemma":0.00002616764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001313992,"about_ca_topic_score_gemma":0.00001340721,"domain_scores_codex":[0.998371,0.0001386909,0.0006746133,0.0001872862,0.0003927163,0.0002356924],"domain_scores_gemma":[0.9983491,0.0006174057,0.0005387464,0.000111666,0.0002521233,0.0001309864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002322698,0.0001449996,0.002530898,0.00004961399,0.00004254812,0.000007172252,0.002963419,0.0002263926,0.9931362,0.00004075098,0.00006524295,0.000560504],"study_design_scores_gemma":[0.0009453471,0.001934668,0.001887146,0.000161974,0.00003658688,0.00001629645,0.00263874,0.001900237,0.9902315,0.0000617934,0.00002260636,0.000163137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940544,0.00200127,0.003233252,0.00002981846,0.00004616036,0.0004655606,0.000006332609,0.00001269239,0.0001505177],"genre_scores_gemma":[0.9957844,0.0004354038,0.00364777,0.000008107529,0.00002041902,0.000009038558,0.000004246691,0.00001004844,0.00008057448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002904721,"threshold_uncertainty_score":0.634747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993135385","doi":"10.1177/0731684411411960","title":"Multiplexed FBG and etched fiber sensors for process and health monitoring of 2-&amp;3-D RTM components","year":2011,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Materials science; Fiber optic sensor; Fiber Bragg grating; Optical fiber; Structural health monitoring; Fiber; Composite number; Tube (container); Composite material; Optics; Optoelectronics; Wavelength","authors":[{"name":"Casey Keulen","is_ca":true},{"name":"Mehmet Yıldız","is_ca":true},{"name":"Afzal Suleman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04144435615701104,"gpt":0.2671433626095667,"spread":0.2256990064525556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001150464,0.0001533017,0.0003648293,0.0001161081,0.00006019042,0.00001933748,0.00005916723,0.00006060553,0.000002676953],"category_scores_gemma":[0.00004296371,0.0001367771,0.00003472815,0.00005508848,0.00005690519,0.0001272529,0.00001956983,0.0001487083,2.455733e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771928,"about_ca_system_score_gemma":0.00001199303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005393257,"about_ca_topic_score_gemma":0.000001041153,"domain_scores_codex":[0.9991431,0.00000755427,0.0004578417,0.0000832935,0.0001271456,0.0001810423],"domain_scores_gemma":[0.9991374,0.0002518132,0.0002466723,0.00006549717,0.0001402161,0.0001583792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001635086,0.00009023085,0.06042738,0.005016096,0.001118131,0.00002703089,0.01935679,0.5488606,0.353386,0.0006552035,0.0001665747,0.009260796],"study_design_scores_gemma":[0.01090208,0.002432524,0.09141968,0.002830713,0.0003835834,0.0007653092,0.002939131,0.6152194,0.2699494,0.0006823034,0.00112618,0.001349692],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994136,0.000750577,0.00476021,0.00001362067,0.0001364755,0.0001392248,0.00001114034,0.00001647022,0.00003629386],"genre_scores_gemma":[0.9234118,0.0003834279,0.07609302,0.000005502396,0.00005120007,0.000001441818,0.000002165192,0.00002232783,0.00002904691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08343668,"threshold_uncertainty_score":0.5577608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126832136","doi":"10.1177/0731684409102751","title":"Bond and Short-term Prestress Losses of Prestressed Composites for Strengthening PC Beams with Integrated Anchorage","year":2009,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Carbon fiber reinforced polymer; Composite material; Structural engineering; Prestressed concrete; Composite number; Ultimate tensile strength; Fracture (geology); Modulus; Fibre-reinforced plastic; Engineering","authors":[{"name":"Yail J. Kim","is_ca":false},{"name":"Mark F. Green","is_ca":true},{"name":"R. Gordon Wight","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007919626185952783,"gpt":0.2154505134986708,"spread":0.207530887312718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005794712,0.0002919413,0.0005153315,0.0001864531,0.00007598883,0.0001335816,0.0001834355,0.0001039309,0.00000317759],"category_scores_gemma":[0.00003551037,0.000220463,0.00007480941,0.0001170063,0.0001070836,0.0003039579,0.00002268675,0.0002592118,6.412419e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001985312,"about_ca_system_score_gemma":0.00002888704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000390927,"about_ca_topic_score_gemma":7.528759e-7,"domain_scores_codex":[0.9987934,0.000008649488,0.0005938504,0.0001238249,0.0002318721,0.0002484125],"domain_scores_gemma":[0.9987934,0.0004048351,0.0002504153,0.0001299648,0.0002511332,0.0001702746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001124478,0.000006163068,0.01331585,0.0004716959,0.0004256777,0.00005752639,0.0005608356,0.2903608,0.6798308,0.001143649,0.0001590014,0.01254355],"study_design_scores_gemma":[0.002568637,0.0032293,0.02172052,0.001426952,0.000532607,0.0004033385,0.0002264521,0.2230147,0.7460321,0.00005396396,0.0001771568,0.0006142467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839113,0.0007275372,0.01486874,0.00001221146,0.00008580957,0.0002066974,0.00005155832,0.00003874046,0.00009740565],"genre_scores_gemma":[0.9810495,0.0002400982,0.01856968,0.000007382264,0.00006155977,0.000002240965,0.00002498111,0.00002340413,0.00002110169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06734603,"threshold_uncertainty_score":0.899022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009939619","doi":"10.1177/0731684408094063","title":"An Inverse Approach Based on Laminate Theory to Calculate the Mechanical Properties of Braided Composites","year":2008,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Composite material; Inverse; Composite number; Composite laminates; Plate theory; Inverse method; Finite element method; Structural engineering; Geometry; Mathematics","authors":[{"name":"Oussama Zebdi","is_ca":true},{"name":"Rachid Boukhili","is_ca":true},{"name":"Francçois Trochu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01742459435873472,"gpt":0.2044684697855888,"spread":0.1870438754268541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000371345,0.0002497456,0.0004572617,0.0002003,0.0001431339,0.00005289026,0.0004194683,0.0001014625,0.000009850991],"category_scores_gemma":[0.0001022794,0.0001599448,0.0001329136,0.0001873967,0.0001128687,0.0001401905,0.00005077038,0.0003724331,0.000003274559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002872437,"about_ca_system_score_gemma":0.00003321095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002860314,"about_ca_topic_score_gemma":6.404426e-7,"domain_scores_codex":[0.9984432,0.0001000106,0.0006397779,0.0001305745,0.0004505474,0.0002358992],"domain_scores_gemma":[0.9986198,0.0004281997,0.000176624,0.00027736,0.0002486591,0.0002493843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003355351,0.00004316543,0.00008477474,0.00005296591,0.00004976463,0.00001586388,0.0001973974,0.4230849,0.5731647,0.002728636,0.00007827966,0.0001641006],"study_design_scores_gemma":[0.0005282305,0.0009238109,0.0004308551,0.0001576759,0.0000797411,0.00009107076,0.00006008087,0.6058989,0.3915334,0.00005578686,0.00006346073,0.0001769936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136291,0.00009788999,0.08570505,0.00006261076,0.0001275723,0.0001841964,0.000007305214,0.00004115255,0.0001451327],"genre_scores_gemma":[0.9836569,0.00003303419,0.01599997,0.0001927707,0.00005662381,0.00000408378,0.000003672409,0.00003086314,0.00002201187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182814,"threshold_uncertainty_score":0.6522361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165094892","doi":"10.1177/0731684408090370","title":"Optimum Design of a Composite Helical Spring by Multi-criteria Optimization","year":2008,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Spring (device); Materials science; Kevlar; Composite number; Epoxy; Stiffness; Composite material; Structural engineering; Engineering","authors":[{"name":"Oussama Zebdi","is_ca":true},{"name":"Rachid Boukhili","is_ca":true},{"name":"F. Trochu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02228683565423657,"gpt":0.2365057090398053,"spread":0.2142188733855687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001136277,0.0001054863,0.0002303757,0.0001306601,0.00005645808,0.00002924494,0.0001065938,0.00006418533,0.00001260828],"category_scores_gemma":[0.00005580972,0.00009429439,0.00004499639,0.0001114448,0.00003358927,0.0001175461,0.00002379968,0.00018765,9.585401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000163852,"about_ca_system_score_gemma":0.0000160979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001868038,"about_ca_topic_score_gemma":3.668373e-8,"domain_scores_codex":[0.9992117,0.00001855109,0.0003944054,0.00005444652,0.0001857594,0.0001351602],"domain_scores_gemma":[0.9993888,0.0002170866,0.00007041551,0.0000689907,0.0001278637,0.0001269098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000303636,0.000009653579,0.00002345284,0.00003641671,0.00003391524,0.000006018731,0.00003128442,0.7450471,0.2545457,0.00005271192,0.0001239104,0.0000594872],"study_design_scores_gemma":[0.0004886655,0.0001941882,0.00003837203,0.00007219872,0.00001391042,0.00006969176,0.000005752934,0.9289666,0.07000918,0.000001523866,0.00005373704,0.00008621455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08007495,0.000392396,0.919337,0.000009636096,0.00008197469,0.00005336723,0.000006378238,0.00002216986,0.00002213684],"genre_scores_gemma":[0.7720388,0.0007439795,0.2271313,0.000004958605,0.00003315884,0.000001059517,0.000003313373,0.00001480219,0.00002864436],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6922057,"threshold_uncertainty_score":0.3845213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599932754","doi":"10.1177/0731684417698758","title":"Nonlinear finite element analysis of short and long reinforced concrete columns confined with GFRP tubes","year":2017,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"British University in Egypt; Université de Sherbrooke","keywords":"Materials science; Fibre-reinforced plastic; Finite element method; Composite material; Parametric statistics; Structural engineering; Deflection (physics); Nonlinear system; Tube (container); Glass fiber; Plasticity; Reinforcement; Fiber","authors":[{"name":"Maha Hussein Abdallah","is_ca":true},{"name":"Mostafa Shazly","is_ca":false},{"name":"Hamdy M. Mohamed","is_ca":true},{"name":"Radhouane Masmoudi","is_ca":true},{"name":"Ahmed Mousa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009120956478871812,"gpt":0.2244692303638222,"spread":0.2153482738849504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623266,0.0003014603,0.0008403013,0.0003794674,0.0002003344,0.0002571375,0.0003202268,0.0001163016,0.00004171994],"category_scores_gemma":[0.0000949012,0.0002441823,0.0001589226,0.0001600929,0.00025408,0.0003404127,0.00008879264,0.0002919954,4.427072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000292019,"about_ca_system_score_gemma":0.00004363375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002468351,"about_ca_topic_score_gemma":0.000007280418,"domain_scores_codex":[0.9983625,0.00001141728,0.0007975639,0.0001404516,0.0004075105,0.0002805898],"domain_scores_gemma":[0.9983445,0.0003392751,0.000378411,0.0003351268,0.0003634556,0.0002391731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001120088,8.197322e-7,0.06333938,0.0003643043,0.007233838,0.0002522015,0.0005804564,0.7140926,0.2097522,0.001422088,0.00007742746,0.001764613],"study_design_scores_gemma":[0.00148414,0.0009756904,0.01972809,0.0002263762,0.002511282,0.0000988979,0.00009785157,0.8870447,0.08726076,0.000001725045,0.0001824375,0.0003879933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985352,0.0002357138,0.01377557,0.00002004677,0.0001276394,0.0001519804,0.00005411325,0.00002480611,0.000258067],"genre_scores_gemma":[0.9943487,0.0004052134,0.005024787,0.00002204666,0.00005896202,0.000002071868,0.00002656058,0.00002472413,0.00008691902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1729522,"threshold_uncertainty_score":0.9957466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141400892","doi":"10.1177/0731684410369722","title":"Performance of long Canadian natural fibers as reinforcements in polymers","year":2010,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"FPInnovations; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Polymer; Natural fiber; Polymer science; Fiber","authors":[{"name":"Qingping Guo","is_ca":true},{"name":"Billy Cheng","is_ca":true},{"name":"Mark T. Kortschot","is_ca":true},{"name":"Mohini Sain","is_ca":true},{"name":"Robert Knudson","is_ca":true},{"name":"James Deng","is_ca":true},{"name":"Ayşe Alemdar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003896576156337019,"gpt":0.2080969977557124,"spread":0.2042004215993753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002894042,0.0002147889,0.0003923324,0.0005488358,0.0001120763,0.00009460785,0.0004236007,0.0001254297,0.0001740753],"category_scores_gemma":[0.0001134537,0.000177974,0.00008559089,0.0002515429,0.0001555375,0.0005357439,0.00007746537,0.0005723452,0.00001248123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005925062,"about_ca_system_score_gemma":0.0002706366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849966,"about_ca_topic_score_gemma":0.001374161,"domain_scores_codex":[0.9982291,0.00001905408,0.0007909536,0.0001354365,0.0004262591,0.0003991235],"domain_scores_gemma":[0.9985045,0.0002368914,0.0005320887,0.0001735036,0.0002413154,0.0003116951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003287676,0.000005211851,0.009957781,0.00006694208,0.00002976197,0.0000588265,0.0002395453,0.007323108,0.9797723,0.001037964,0.00004600226,0.001133738],"study_design_scores_gemma":[0.001495502,0.0008650161,0.01243587,0.0003523757,0.00005725744,0.0005877067,0.00009406364,0.03205254,0.9512865,0.00003300767,0.0003408975,0.0003992534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996918,0.000186387,0.00002819765,0.00006514917,0.0009033933,0.0001119023,0.000006531021,0.000007845747,0.001772597],"genre_scores_gemma":[0.9975104,0.00006487064,0.001879641,0.00009832201,0.00007393457,9.250559e-7,0.000006423079,0.00001354374,0.0003519325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02848585,"threshold_uncertainty_score":0.7257571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972745617","doi":"10.1177/0731684413498633","title":"A new CFRP anchor for preventing separation of externally bonded laminates from concrete","year":2013,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Delamination (geology); Composite material; Resist; Tension (geology); Fibre-reinforced plastic; Ultimate tensile strength; Shear (geology); Deformation (meteorology); Anchoring; Prism; Structural engineering; Layer (electronics)","authors":[{"name":"Ahmed A. Mostafa","is_ca":true},{"name":"A. Ghani Razaqpur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006706257596122931,"gpt":0.2203862528224453,"spread":0.2136799952263224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006260449,0.0001709808,0.0003532635,0.0001057586,0.00003828076,0.0001009086,0.0001559691,0.00008667455,0.00005335012],"category_scores_gemma":[0.00005980338,0.0001482736,0.0001184827,0.00006105645,0.00002487383,0.0003676084,0.00002475435,0.0001463224,0.000001939415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002211018,"about_ca_system_score_gemma":0.00003089222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003957298,"about_ca_topic_score_gemma":5.51873e-7,"domain_scores_codex":[0.9989359,0.000007809882,0.0006165942,0.00007624859,0.0001888304,0.0001746087],"domain_scores_gemma":[0.9987808,0.0004007034,0.0003611333,0.00009004994,0.0002351747,0.0001321307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006941448,1.307826e-7,0.0005299727,0.00006897577,0.0001360181,0.000002513304,0.0002033267,0.01285662,0.9805209,0.0003590768,0.0006510923,0.004601971],"study_design_scores_gemma":[0.001768693,0.0005284155,0.003422891,0.0003625259,0.0002205937,0.00005467929,0.00008994329,0.3072779,0.6849983,0.0005112767,0.0004751117,0.0002896354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180567,0.0005108857,0.08082894,0.00001255406,0.0002481426,0.0001942484,0.00001602502,0.00002216779,0.0001103476],"genre_scores_gemma":[0.9380763,0.00007670752,0.06142294,0.00001118828,0.0001667793,0.000003595697,0.00001283271,0.00001975789,0.0002099604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2955226,"threshold_uncertainty_score":0.6046421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048900321","doi":"10.1177/0731684404028699","title":"Re-Meshing Algorithms Applied to Mould Filling Simulations in Resin Transfer Moulding","year":2004,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; Polytechnique Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isotropy; Materials science; Flow (mathematics); Finite element method; Perpendicular; Displacement (psychology); Position (finance); Mesh generation; Computer science; Boundary (topology); Mechanics; Algorithm; Mechanical engineering; Geometry; Mathematics; Structural engineering; Physics; Engineering","authors":[{"name":"E. Bechet","is_ca":true},{"name":"Édu Ruiz","is_ca":true},{"name":"F. Trochu","is_ca":true},{"name":"Jean-Christophe Cuillière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01506458680801139,"gpt":0.244850750683688,"spread":0.2297861638756766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202058,0.0001052428,0.0001766118,0.0004083657,0.0001280081,0.0002029087,0.0002029186,0.00005101548,0.000002244526],"category_scores_gemma":[0.00005738153,0.00009850298,0.00003936471,0.0004677699,0.00001068181,0.0003358987,0.00004545581,0.0001956935,0.000001300645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005192661,"about_ca_system_score_gemma":0.00007081704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005496696,"about_ca_topic_score_gemma":0.00001187286,"domain_scores_codex":[0.9990003,0.00001382869,0.0004365847,0.0001279032,0.0002705226,0.0001508265],"domain_scores_gemma":[0.999277,0.0003082722,0.00008549574,0.00008226196,0.0001312307,0.0001157674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000233772,0.000009784249,0.00004423912,0.00000722898,0.00001002051,0.000009876575,0.0007296558,0.948135,0.0267255,0.02234723,0.0000107037,0.001947429],"study_design_scores_gemma":[0.001231869,0.0002519934,0.0009344453,0.000165195,0.00001434236,0.00003111628,0.0001046824,0.9407399,0.05295771,0.003114467,0.0002436583,0.0002106134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3353148,0.00005386037,0.6640615,0.0003241046,0.000109546,0.00005782019,0.000001472838,0.000008243022,0.00006855647],"genre_scores_gemma":[0.8607101,0.00001652632,0.1389787,0.0001865751,0.00008821012,8.151006e-7,0.000002727459,0.000004483129,0.00001188621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5253953,"threshold_uncertainty_score":0.4016835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997725867","doi":"10.1177/073168401772679048","title":"Cellulose Fibers/Polyethylene Hybrid Composites: Effect of Long Chain Organic Acid Cellulose Esters and Organic Peroxide on Rheology and Tensile Properties","year":2001,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Materials science; Ultimate tensile strength; Cellulose; Composite material; Polyethylene; Compounding; Cellulose fiber; Rheology; Yield (engineering); Peroxide; Fiber; Organic chemistry; Chemistry","authors":[{"name":"Peter Jandura","is_ca":true},{"name":"B. V. Kokta","is_ca":true},{"name":"Bernard Riedl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006409640420955573,"gpt":0.197052229778088,"spread":0.1906425893571324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004571661,0.0004768067,0.0009525949,0.0003526832,0.0001985397,0.0002004599,0.0003215889,0.0001581995,0.00007215847],"category_scores_gemma":[0.0001914619,0.0003417978,0.000107563,0.0002015094,0.0004468054,0.0003662552,0.000228312,0.0004487248,0.00001044494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005664759,"about_ca_system_score_gemma":0.00005653423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002523499,"about_ca_topic_score_gemma":0.00000455462,"domain_scores_codex":[0.9976737,0.000173447,0.0009061607,0.0003418032,0.0004467537,0.0004581511],"domain_scores_gemma":[0.9973381,0.001068198,0.0007554602,0.0002484116,0.0002676985,0.0003220886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001510603,0.00001886745,0.002289751,0.0002594374,0.00009085087,0.000162988,0.0004014496,0.000562201,0.9940532,0.0001647046,0.00004666811,0.0004392751],"study_design_scores_gemma":[0.001814352,0.004213815,0.0006281023,0.0005231433,0.0002138357,0.001883812,0.00005027554,0.006112344,0.9841362,0.00002216346,0.00003991685,0.0003620391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928881,0.00394195,0.002330909,0.0001465172,0.0002853802,0.0002991783,0.000009016811,0.00003410017,0.00006486465],"genre_scores_gemma":[0.9974836,0.0006086804,0.001261069,0.0001102275,0.00009948856,0.000002302918,0.00000677463,0.00004064634,0.0003872754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009917003,"threshold_uncertainty_score":0.9999034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}