{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":22,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":22,"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":"a38fde412362","filters":{"venue":"AIMS Materials Science"}},"results":[{"id":"W2954775723","doi":"10.3934/matersci.2019.4.567","title":"Surface protection of Mg alloys in automotive applications: A review","year":2019,"lang":"en","type":"review","venue":"AIMS Materials Science","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Natural Resources Canada","funders":"","keywords":"Corrosion; Automotive industry; Coating; Materials science; Truck; Metallurgy; Material selection; Surface engineering; Corrosion fatigue; Automotive engineering; Composite material; Engineering","authors":[{"name":"Jie Wang","is_ca":false},{"name":"Xin Pang","is_ca":false},{"name":"Hamid Jahed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07536062642761614,"gpt":0.3399099284366827,"spread":0.2645493020090666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000403886,0.001022775,0.0009940156,0.002723968,0.0003405881,0.0008713055,0.0007723005,0.001162169,0.004488385],"category_scores_gemma":[0.0004711108,0.0003969581,0.0006937532,0.002044379,0.0002715538,0.001065857,0.0005338175,0.0008579302,0.002017422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699534,"about_ca_system_score_gemma":0.0007992887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181324,"about_ca_topic_score_gemma":0.001941025,"domain_scores_codex":[0.999798,0.00002098982,0.00003181995,0.00003973971,0.00009143101,0.00001800711],"domain_scores_gemma":[0.9997635,0.0001016754,0.00004213223,0.000008585115,0.00007066265,0.00001331101],"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":[0.00005500869,0.0001289496,0.000318595,0.05550568,0.0001254415,0.0002829862,0.0001211475,0.0008486446,0.01269512,0.005147886,0.01982435,0.9049461],"study_design_scores_gemma":[0.000006124878,0.0001458025,0.000717506,0.003687026,0.0001313242,0.0009350603,0.00006859266,0.0001522242,0.002946046,0.001123237,0.9900678,0.0000192357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004823904,0.9972806,0.0001936973,0.0001156263,0.0001725478,0.000007154096,0.00002905029,0.000009424639,0.001709468],"genre_scores_gemma":[0.001817122,0.9966577,0.0002977985,0.00008191873,0.00009470621,0.000006907237,0.00004054397,0.000002142014,0.001001133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004488385,"threshold_uncertainty_score":0.01501513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982177041","doi":"10.3934/matersci.2019.6.985","title":"Mechanical properties of sisal-epoxy composites as functions of fiber-to-epoxy ratio","year":2019,"lang":"en","type":"article","venue":"AIMS Materials Science","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":"University of Toronto","funders":"","keywords":"SISAL; Epoxy; Materials science; Composite material; Ultimate tensile strength; Flexural strength; Fiber; Izod impact strength test; Fabrication; Natural fiber","authors":[{"name":"Araya Abera Betelie","is_ca":false},{"name":"Anthony N. Sinclair","is_ca":false},{"name":"Mark T. Kortschot","is_ca":false},{"name":"Yanxi Li","is_ca":false},{"name":"Daniel Tilahun Redda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01393362763188076,"gpt":0.2395928775786626,"spread":0.2256592499467818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002524078,0.0003522774,0.0001193193,0.0004385773,0.0001256622,0.0001261,0.0001463601,0.0002376287,0.002815471],"category_scores_gemma":[0.0004415548,0.0001770812,0.0001479629,0.0004202331,0.0001451144,0.0002442794,0.00008114186,0.0002363809,0.0003960368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009596358,"about_ca_system_score_gemma":0.00007302823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210831,"about_ca_topic_score_gemma":0.001144666,"domain_scores_codex":[0.9998215,0.00001835509,0.00001296603,0.00002900096,0.00009298922,0.00002518492],"domain_scores_gemma":[0.9993491,0.0002213679,0.0001930626,0.00003126994,0.0001603589,0.0000448064],"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":[0.0002314682,0.00003044729,0.002832687,0.00007668675,0.00001030685,0.0001053445,0.00006986698,0.0008933452,0.9913524,0.00006557877,0.00006838585,0.004263452],"study_design_scores_gemma":[0.000004048891,0.0007009867,0.03777212,0.00001049336,0.00002150193,0.000196757,0.0001487935,0.002339935,0.9579605,0.0000383476,0.0007938839,0.00001276821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968022,0.0005447108,0.000851982,0.00001749371,0.00001019387,0.000006681228,0.0002146073,0.00003808645,0.001513996],"genre_scores_gemma":[0.9977715,0.0002018158,0.0006835001,0.000008629685,0.000003342917,0.000006761823,0.0001639496,0.000009594955,0.001150909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002815471,"threshold_uncertainty_score":0.009418726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889368778","doi":"10.3934/matersci.2018.5.845","title":"Piezoelectric cellular polymer films: Fabrication, properties and applications","year":2018,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":46,"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":"Piezoelectricity; Materials science; Lead zirconate titanate; Ferroelectricity; Polyvinylidene fluoride; Polymer; Composite material; Fabrication; Ceramic; Ferroelectric polymers; Microscale chemistry; Dielectric; Optoelectronics","authors":[{"name":"Ouassim Hamdi","is_ca":false},{"name":"Frej Mighri","is_ca":false},{"name":"Denis Rodrigue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009061560336764656,"gpt":0.1888769083161477,"spread":0.1798153479793831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723813,0.0003200114,0.0001188326,0.0004430113,0.0002076386,0.0002821484,0.0002276825,0.0003181488,0.001000734],"category_scores_gemma":[0.0001789003,0.0002293477,0.0001143012,0.0004888722,0.0001134342,0.0003105024,0.0001517683,0.000366297,0.0007085733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021312,"about_ca_system_score_gemma":0.0001249321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355004,"about_ca_topic_score_gemma":0.0004371716,"domain_scores_codex":[0.9999008,0.000006266262,0.000008888632,0.00002441247,0.00004764519,0.00001183595],"domain_scores_gemma":[0.9999425,0.00001163474,0.00001395821,0.000006036275,0.00001663233,0.000009196614],"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":[0.00002788445,0.0000395513,0.0003031357,0.0005527081,0.000003160703,0.0001061364,0.00005573086,0.0002313975,0.9525563,0.0005351888,0.0005633709,0.04502533],"study_design_scores_gemma":[0.000007974175,0.00014745,0.001902528,0.00003128277,0.00001310844,0.0006397568,0.00003407098,0.0006802445,0.9509483,0.0001633121,0.04542104,0.00001089737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7173201,0.1406493,0.09501949,0.001295954,0.0004118427,0.0004591511,0.001915183,0.0009897363,0.04193934],"genre_scores_gemma":[0.8425943,0.07210479,0.06874033,0.0002015871,0.0001558875,0.0002870718,0.001073052,0.00009713796,0.0147458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000734,"threshold_uncertainty_score":0.003347754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111940596","doi":"10.3934/matersci.2020.6.836","title":"Shape memory alloy heat activation: State of the art review","year":2020,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Shape-memory alloy; SMA*; Pseudoelasticity; Materials science; Heat transfer; Mechanical engineering; Aerospace; Biocompatibility; Heat resistance; Computer science; Engineering; Composite material; Metallurgy; Martensite; Mechanics; Aerospace engineering","authors":[{"name":"Abdelmoneim El Naggar","is_ca":false},{"name":"Maged A. Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02895274927712174,"gpt":0.263302806080978,"spread":0.2343500568038563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942981,0.0009923181,0.001159842,0.002548957,0.0003389851,0.001300442,0.0009527571,0.001006161,0.006269008],"category_scores_gemma":[0.0007573185,0.0005231866,0.000752061,0.00297413,0.0003286225,0.00142102,0.000619826,0.0008083305,0.002321219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004558131,"about_ca_system_score_gemma":0.001076395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009110928,"about_ca_topic_score_gemma":0.001031127,"domain_scores_codex":[0.9997465,0.0000271686,0.00004089808,0.00006632972,0.00008870626,0.00003048894],"domain_scores_gemma":[0.9994971,0.0002532498,0.0000958808,0.00001888963,0.0001118938,0.00002300639],"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":[0.0001169075,0.0001524819,0.0003876488,0.06758462,0.0001852645,0.0002527167,0.0001406508,0.001184845,0.009202416,0.005659261,0.02673965,0.8883935],"study_design_scores_gemma":[0.000009099086,0.0002124431,0.0008518769,0.005095957,0.0003375008,0.0009558916,0.00009365135,0.0004812152,0.006094817,0.001499737,0.984329,0.00003884542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005076251,0.9970224,0.0003275907,0.0001082295,0.0001831676,0.000008365538,0.0000461879,0.0000172898,0.00177914],"genre_scores_gemma":[0.002262895,0.9962046,0.000398822,0.00009431612,0.000183867,0.00001324956,0.00008035213,0.000004134069,0.0007578171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006269008,"threshold_uncertainty_score":0.02097189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972406977","doi":"10.3934/matersci.2019.5.821","title":"Iron-containing clay and hematite iron ore in slurry-phase anaerobic digestion of chicken manure","year":2019,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Slurry; Anaerobic digestion; Chemistry; Manure; Ferrous; Acidogenesis; Hematite; Ammonium; Methanogenesis; Environmental chemistry; Mineralogy; Agronomy; Materials science; Methane","authors":[{"name":"Volodymyr Ivanov","is_ca":false},{"name":"Viktor Stabnikov","is_ca":false},{"name":"Оlena Stabnikova","is_ca":false},{"name":"A. Salyuk","is_ca":false},{"name":"Yevhenii Shapovalov","is_ca":false},{"name":"Zubair Ahmed","is_ca":false},{"name":"Joo Hwa Tay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006970792100518312,"gpt":0.2304588744111389,"spread":0.2234880823106206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622818,0.0006052387,0.0009599751,0.001059292,0.0001189459,0.0005005128,0.0003468338,0.00053672,0.0004857067],"category_scores_gemma":[0.0002097341,0.0002455672,0.0005271595,0.0008317354,0.000133504,0.0004965166,0.0002377846,0.0002995104,0.0003180529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964315,"about_ca_system_score_gemma":0.0003656555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009362212,"about_ca_topic_score_gemma":0.001731527,"domain_scores_codex":[0.9997522,0.00003233818,0.00004624744,0.00005027903,0.00009479554,0.00002417915],"domain_scores_gemma":[0.9999055,0.00002225395,0.00002968613,0.000002895582,0.00003298259,0.000006670782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004223575,0.0001691751,0.001064786,0.07015965,0.0005359364,0.0009703097,0.000199942,0.002920861,0.3397525,0.002248091,0.004573895,0.5769825],"study_design_scores_gemma":[0.0000481106,0.00130904,0.01242029,0.00255345,0.001088513,0.003030954,0.0001866271,0.00225813,0.2714133,0.001045318,0.7045447,0.0001016127],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01626272,0.9778998,0.00256401,0.00009964036,0.0002699699,0.00002707689,0.00009761237,0.00002795759,0.002751249],"genre_scores_gemma":[0.0756852,0.9127525,0.005270486,0.0001950366,0.000260851,0.00007139768,0.0002446615,0.00001688354,0.005502993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001059292,"threshold_uncertainty_score":0.002150774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312788849","doi":"10.3934/matersci.2022048","title":"Materials for Additive Manufacturing","year":2022,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Computer science","authors":[{"name":"John D. Kechagias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0138813061608027,"gpt":0.227752318966645,"spread":0.2138710128058423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001662449,0.001448716,0.0007262726,0.002893565,0.001564637,0.00517178,0.001347802,0.002335115,0.1459248],"category_scores_gemma":[0.002239324,0.0009145893,0.0009683791,0.001617968,0.0008813828,0.003123845,0.002994088,0.003594753,0.0850044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542948,"about_ca_system_score_gemma":0.001914104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004732783,"about_ca_topic_score_gemma":0.00125488,"domain_scores_codex":[0.9975903,0.0001922192,0.000163903,0.0002437544,0.001626101,0.0001837293],"domain_scores_gemma":[0.9989514,0.000167394,0.00009502308,0.000170394,0.0005005273,0.0001151913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009357149,0.00008276175,0.0002261734,0.002445469,0.00004028565,0.0002770672,0.0001914601,0.0005784072,0.04523845,0.08760159,0.4289142,0.4343105],"study_design_scores_gemma":[0.000004001489,0.00002236889,0.0001207105,0.0001083082,0.000005001127,0.000135724,0.00002015283,0.0001537262,0.01008335,0.002915643,0.9864218,0.000009232096],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00416307,0.09366094,0.04941163,0.01135722,0.06080432,0.0007387099,0.003267973,0.002926123,0.77367],"genre_scores_gemma":[0.04153635,0.06882775,0.05295167,0.006130946,0.007583226,0.0007411278,0.003935278,0.001821328,0.8164724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1459248,"threshold_uncertainty_score":0.488167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134333130","doi":"10.3934/matersci.2021008","title":"Poly(vinyl alcohol) nanocomposites: Recent contributions to engineering and medicine","year":2021,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Polymer Nanocomposite Synthesis and Irradiation","field":"Materials Science","cited_by":15,"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":"Vinyl alcohol; Nanocomposite; Materials science; Graphene; Polymer; Vinyl ester; Vinyl polymer; Montmorillonite; Oxide; Chemical engineering; Polymer chemistry; Composite material; Nanotechnology; Copolymer","authors":[{"name":"D. Feldman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01239598672839884,"gpt":0.2757119870091063,"spread":0.2633160002807074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004162827,0.0005122757,0.000371532,0.0007840934,0.0001409477,0.001030823,0.0002958101,0.0006507963,0.001809965],"category_scores_gemma":[0.0003235071,0.0001618869,0.0001714036,0.001220609,0.0004634585,0.0008874295,0.0004702274,0.0008385194,0.0007325694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466966,"about_ca_system_score_gemma":0.0003770703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341622,"about_ca_topic_score_gemma":0.0004850266,"domain_scores_codex":[0.9998882,0.00001520502,0.00001059035,0.00002421964,0.00004700749,0.00001480508],"domain_scores_gemma":[0.9997553,0.00007764078,0.00004082149,0.000008309737,0.00008647127,0.00003128158],"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":[0.0001979227,0.0001572304,0.0003547826,0.007825338,0.00007271046,0.0001966944,0.0001538877,0.0009014505,0.06208401,0.02242339,0.01354684,0.8920857],"study_design_scores_gemma":[0.0000169015,0.0003784725,0.0009956495,0.0008489849,0.00007867703,0.0009068457,0.00009568161,0.0007027182,0.0389899,0.00568705,0.9512662,0.00003287456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003149231,0.9889615,0.001560326,0.00117441,0.0008501505,0.000004725271,0.00001651299,0.00002019767,0.0042629],"genre_scores_gemma":[0.02831668,0.9618371,0.002016595,0.0005995519,0.001403961,0.00001220536,0.00004389823,0.00001359489,0.005756461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001809965,"threshold_uncertainty_score":0.006054878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589979933","doi":"10.3934/matersci.2017.2.370","title":"Perspectives on nanofiber dressings for the localized delivery of botanical remedies in wound healing","year":2017,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Victoria","funders":"","keywords":"Nanofiber; Antiseptic; Biocompatible material; Wound healing; Materials science; Medicine; Biomedical engineering; Nanotechnology; Surgery","authors":[{"name":"Sukhwinder K. Bhullar","is_ca":false},{"name":"Harpal S. Buttar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02438318844229453,"gpt":0.3198961288104841,"spread":0.2955129403681895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006733327,0.0003977193,0.0002274526,0.0003298869,0.0003173629,0.0006429526,0.0003638408,0.0009414069,0.003708601],"category_scores_gemma":[0.0001648863,0.0001150748,0.0002985129,0.0001455931,0.0005178892,0.001101002,0.0002986023,0.0005253214,0.0006493835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002728793,"about_ca_system_score_gemma":0.0002110412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070379,"about_ca_topic_score_gemma":0.0005174493,"domain_scores_codex":[0.9998263,0.00005133095,0.000009339417,0.00002737202,0.00006445513,0.00002128614],"domain_scores_gemma":[0.9998792,0.00005833211,0.00001683461,0.000008590465,0.00002161623,0.00001547136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001300333,0.0001771565,0.0001684358,0.001008053,0.00001589339,0.001068745,0.0002038711,0.0008972611,0.9274325,0.01770193,0.001395317,0.04980074],"study_design_scores_gemma":[0.00006649143,0.001603671,0.001664584,0.000359416,0.00004882879,0.003012465,0.0003552702,0.004513602,0.8509691,0.01412744,0.1232325,0.00004674484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3109791,0.3896286,0.1962992,0.01639315,0.001825595,0.0002959328,0.0004074651,0.0009196,0.08325147],"genre_scores_gemma":[0.6868871,0.1691832,0.1019886,0.003194894,0.001761399,0.0002400542,0.0002108413,0.0001407597,0.03639314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003708601,"threshold_uncertainty_score":0.01240653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753634474","doi":"10.3934/matersci.2017.4.991","title":"Synthesis and electrocatalytic properties of La&lt;sub&gt;0.8&lt;/sub&gt;Sr&lt;sub&gt;0.2&lt;/sub&gt;FeO&lt;sub&gt;3−δ&lt;/sub&gt; perovskite oxide for oxygen reactions","year":2017,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hydro-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Overpotential; Cyclic voltammetry; Oxygen evolution; Electrochemistry; Electrode; Inorganic chemistry; Analytical Chemistry (journal); Electrocatalyst; Chemistry; Bifunctional; Perovskite (structure); Materials science; Catalysis; Physical chemistry; Crystallography","authors":[{"name":"R.A. Silva","is_ca":false},{"name":"C. O. Soares","is_ca":false},{"name":"R Afonso","is_ca":false},{"name":"Maria Deus Carvalho","is_ca":false},{"name":"Ana C. Tavares","is_ca":false},{"name":"M. E. Melo Jorge","is_ca":false},{"name":"A. Gomes","is_ca":false},{"name":"M.I. da Silva Pereira","is_ca":false},{"name":"C.M. Rangel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413001023740904,"gpt":0.2228027148741907,"spread":0.2086727046367816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109688,0.0001671501,0.0001115556,0.0001365877,0.0000730276,0.0002049008,0.0001781442,0.0001450285,0.0006044354],"category_scores_gemma":[0.0002255337,0.00009829164,0.0001201439,0.0001605767,0.0001004213,0.0001852282,0.0001042273,0.0002474572,0.0002373387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842142,"about_ca_system_score_gemma":0.0001184938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028016,"about_ca_topic_score_gemma":0.001744359,"domain_scores_codex":[0.9999343,0.00000509845,0.00000676029,0.00001563423,0.00002776139,0.00001032684],"domain_scores_gemma":[0.9999324,0.00001041543,0.00001781465,0.00000690759,0.00002574234,0.000006813104],"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":[0.00003050099,0.000007078283,0.000115611,0.00004583555,0.000002042021,0.00001618768,0.00001803008,0.00004414533,0.9976572,0.00005628516,0.00003844524,0.001968695],"study_design_scores_gemma":[0.000002168771,0.00004201922,0.001028572,0.000001829618,0.000004268045,0.00003760581,0.000009963207,0.0003367639,0.9976107,0.00001051311,0.000913318,0.000002195286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947729,0.001428821,0.001705357,0.00006745684,0.00001383111,0.00001036744,0.0002946653,0.00004606637,0.00166046],"genre_scores_gemma":[0.9929923,0.0009941524,0.002484646,0.00002180472,0.000007566654,0.00001521026,0.0004088009,0.00002621339,0.003049323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001028016,"threshold_uncertainty_score":0.002044022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606123035","doi":"10.3934/matersci.2017.2.522","title":"Surface-enhanced Raman spectroscopy detection of protein-ligand binding using D-glucose and glucose binding protein on nanostructured plasmonic substrates","year":2017,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Raman spectroscopy; Raman scattering; Surface-enhanced Raman spectroscopy; Biosensor; Materials science; Plasmon; Nanotechnology; Substrate (aquarium); Biomolecule; Nanostructure; Nanoparticle; Chemistry; Analytical Chemistry (journal); Optoelectronics; Chromatography; Optics","authors":[{"name":"Luis Gutierrez‐Rivera","is_ca":false},{"name":"Robert F. Peters","is_ca":false},{"name":"S. K. Dew","is_ca":false},{"name":"Maria Stepanova","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02194007512172976,"gpt":0.2701433584547202,"spread":0.2482032833329904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002326944,0.000457078,0.0002276401,0.0001875251,0.0001379242,0.0002056622,0.0005232121,0.0004024401,0.0003462082],"category_scores_gemma":[0.0003001355,0.0001682989,0.0001882738,0.0002017276,0.0002493663,0.0001832774,0.0002328184,0.0002651835,0.0001586339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002263666,"about_ca_system_score_gemma":0.0001088323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005520988,"about_ca_topic_score_gemma":0.0005536315,"domain_scores_codex":[0.9997011,0.00007513536,0.00001784524,0.00007798697,0.0000924246,0.00003542792],"domain_scores_gemma":[0.9998754,0.0000650527,0.00001959911,0.000009858838,0.0000210031,0.000009081537],"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":[0.00002074047,0.000009342605,0.0001243013,0.00003127097,0.000002914181,0.00002705121,0.000009868397,0.0002698883,0.9986101,0.00005317048,0.000009306191,0.0008320432],"study_design_scores_gemma":[0.000002192809,0.0000521301,0.0004333067,0.000001055522,0.000003402702,0.00004643986,0.00001336015,0.003433934,0.995858,0.00002621966,0.0001265208,0.000003450911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777923,0.0006916925,0.02026088,0.00005264731,0.00001519743,0.00002691522,0.00006908279,0.0001176001,0.0009737887],"genre_scores_gemma":[0.9724229,0.0004888331,0.02613816,0.00003273289,0.000005345867,0.00002715275,0.00009063734,0.000009561837,0.0007846305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005520988,"threshold_uncertainty_score":0.001642406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786660862","doi":"10.3934/matersci.2018.1.105","title":"Control of the spontaneous formation of oxide overlayers on GaP nanowires grown by physical vapor deposition","year":2018,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanowire; Materials science; Atomic layer deposition; Raman spectroscopy; Gallium phosphide; Oxide; Chemical engineering; Nanotechnology; Chemical vapor deposition; Hydrogen; Layer (electronics); Optoelectronics; Chemistry; Metallurgy; Optics","authors":[{"name":"Yunyan Wang","is_ca":false},{"name":"Manu Hegde","is_ca":false},{"name":"Shuoyuan Chen","is_ca":false},{"name":"Penghui Yin","is_ca":false},{"name":"Pavle V. Radovanovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006103973086753257,"gpt":0.2089130432480442,"spread":0.2028090701612909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002058034,0.0002559,0.0001665059,0.00006668943,0.0001427576,0.0003098134,0.0002307048,0.0001409165,0.0003030289],"category_scores_gemma":[0.0002953243,0.0001714348,0.0001051661,0.00009230522,0.0002361939,0.0001735046,0.0002496437,0.0002520733,0.0001101796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001792632,"about_ca_system_score_gemma":0.0001222677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002278925,"about_ca_topic_score_gemma":0.000692952,"domain_scores_codex":[0.9998596,0.00001695874,0.00001438718,0.00004252171,0.00004622269,0.00002030849],"domain_scores_gemma":[0.9998409,0.00005655002,0.00005118739,0.0000216782,0.00002030538,0.00000950166],"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":[0.00001083981,0.000004718131,0.0001145,0.00003075121,0.000001554532,0.00002388055,0.00001407223,0.00008499406,0.9990091,0.000104049,0.00001137646,0.0005901105],"study_design_scores_gemma":[0.000002392509,0.00003574645,0.0005024791,0.000001352765,0.000002063873,0.00001654366,0.00000530077,0.0007948672,0.9983124,0.00001823923,0.000307481,0.000001240704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937434,0.0003540246,0.004795153,0.00003351845,0.00001516476,0.00001730282,0.00009432379,0.00006041825,0.0008867654],"genre_scores_gemma":[0.9953497,0.000387931,0.003688883,0.000006826537,0.000006987724,0.00002843468,0.00006614598,0.00002782271,0.0004372456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003098134,"threshold_uncertainty_score":0.001300633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212796910","doi":"10.3934/matersci.2022012","title":"Polymer based membranes for propylene/propane separation: CMS, MOF and polymer electrolyte membranes","year":2022,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":5,"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":"Membrane; Propane; Polymer; Chemical engineering; Synthetic membrane; Materials science; Electrolyte; Gas separation; Air separation; Polymer chemistry; Chemistry; Organic chemistry; Composite material; Physical chemistry; Electrode; Engineering","authors":[{"name":"Anguo Xiao","is_ca":false},{"name":"Denis Rodrigue","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01109174249565784,"gpt":0.2429483998608924,"spread":0.2318566573652345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005777417,0.0004943089,0.0003302758,0.00145045,0.0003258192,0.0004303745,0.0002885814,0.0006347295,0.001187843],"category_scores_gemma":[0.0005178598,0.0001763174,0.0004811374,0.001114494,0.0001817647,0.0009900017,0.0002102049,0.0006085917,0.0006981029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004108533,"about_ca_system_score_gemma":0.0003413126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009997712,"about_ca_topic_score_gemma":0.001234021,"domain_scores_codex":[0.9995906,0.00003673369,0.00003803233,0.00007683607,0.0002055044,0.00005235654],"domain_scores_gemma":[0.9996548,0.00009098756,0.00007927264,0.00002766743,0.0001296261,0.00001773139],"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":[0.00005369812,0.00003183065,0.0009232746,0.0005653143,0.00004348532,0.0001010431,0.00003380239,0.0002410115,0.9836273,0.0002112256,0.0002871685,0.01388077],"study_design_scores_gemma":[0.00000201197,0.00009086388,0.003149181,0.00001675081,0.00001841856,0.0001495828,0.00002185259,0.0002695432,0.9893801,0.00005045414,0.006840606,0.00001061588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8957604,0.03995027,0.04896642,0.0005730135,0.0002006847,0.0002697321,0.007552779,0.0006144695,0.006112348],"genre_scores_gemma":[0.9064757,0.02243919,0.056224,0.0003173066,0.00009769925,0.0002767576,0.00650903,0.0001291981,0.00753116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145045,"threshold_uncertainty_score":0.003973663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203941272","doi":"10.3934/matersci.2021043","title":"Numerical investigation of reinforced-concrete beam-column joints retrofitted using external superelastic shape memory alloy bars","year":2021,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"SMA*; Shape-memory alloy; Retrofitting; Structural engineering; Parametric statistics; Beam (structure); Reinforced concrete; Materials science; Finite element method; Column (typography); Reinforcement; Computer science; Composite material; Engineering; Mathematics; Algorithm","authors":[{"name":"Y. I. Elbahy","is_ca":false},{"name":"Maged A. Youssef","is_ca":false},{"name":"Mohamed E. Meshaly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01819185216875978,"gpt":0.2326881947046399,"spread":0.2144963425358801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004803012,0.0003447743,0.0004272472,0.0005475667,0.0003379885,0.0004089643,0.0007508855,0.0009928657,0.002033119],"category_scores_gemma":[0.001012822,0.0002959726,0.0003944972,0.0005630798,0.0007205771,0.0003115673,0.0002742245,0.0003599529,0.0001843627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367158,"about_ca_system_score_gemma":0.0003796791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006387491,"about_ca_topic_score_gemma":0.007747956,"domain_scores_codex":[0.9998406,0.00003639441,0.00001020046,0.0000236729,0.00005457361,0.00003446543],"domain_scores_gemma":[0.9991586,0.0004291047,0.0001656793,0.00006689608,0.0001298271,0.00004990656],"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":[0.0002346589,0.0001850656,0.005445995,0.0001186585,0.00003194731,0.0004852343,0.0001652878,0.9499037,0.03597295,0.001056131,0.0002169378,0.006183472],"study_design_scores_gemma":[0.00001337682,0.0001894575,0.002128642,0.00000938013,0.00001227411,0.00003859319,0.00009353658,0.9921619,0.005093725,0.0000663652,0.0001825645,0.00001017085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903451,0.0000647505,0.006478441,0.00004093198,0.00001590705,0.00002065467,0.00007642785,0.0001086427,0.002849188],"genre_scores_gemma":[0.9947102,0.00003162938,0.004352376,0.000005925933,0.000001671792,0.00001051198,0.00002635204,0.00000929716,0.0008520064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006387491,"threshold_uncertainty_score":0.01270062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011411529","doi":"10.3934/matersci.2020.1.116","title":"An experimental and analytical study of the effect of cold compression on the thermophysical properties of a granular medium","year":2020,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Thermal conductivity; Granular material; Heat transfer; Materials science; Compression (physics); Thermal; Field (mathematics); Thermal conduction; Mechanics; Function (biology); Thermodynamics; Composite material; Physics; Mathematics","authors":[{"name":"Kacim Hadjadj","is_ca":false},{"name":"Lakhdar Hachani","is_ca":false},{"name":"Ahmed Mechraoui","is_ca":false},{"name":"Mohamed El‐Amine Slimani","is_ca":false},{"name":"Mounir Sakmeche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01547857566166049,"gpt":0.2316825168359558,"spread":0.2162039411742953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004298,0.000331098,0.0002759345,0.0003401346,0.0004253004,0.0002324562,0.000380517,0.0003404201,0.002092339],"category_scores_gemma":[0.001108358,0.0001667911,0.0002118442,0.000490202,0.001082106,0.0004529069,0.0003119683,0.000506501,0.0001831529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773249,"about_ca_system_score_gemma":0.0001203335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004963947,"about_ca_topic_score_gemma":0.000342101,"domain_scores_codex":[0.9997063,0.00003378389,0.00001081472,0.00005427026,0.0001542874,0.00004045176],"domain_scores_gemma":[0.9989291,0.0005781346,0.0001874042,0.0001495845,0.0001147081,0.00004112079],"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":[0.0002537955,0.0001181735,0.0005982484,0.0001162115,0.000004924395,0.00009957693,0.00008844097,0.001105353,0.9923207,0.0003651874,0.0000530071,0.004876393],"study_design_scores_gemma":[0.00001705707,0.0006328957,0.006170489,0.000009450743,0.00001071804,0.0001413031,0.00006400571,0.00708035,0.9850833,0.0001434268,0.0006301511,0.00001690033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882492,0.0007017188,0.007122206,0.00006408484,0.00003459269,0.00003653357,0.0001459101,0.00007744629,0.003568266],"genre_scores_gemma":[0.9977311,0.0001985243,0.001529993,0.00001130873,0.00001675818,0.00001327693,0.00003704061,0.000009479713,0.0004524367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002092339,"threshold_uncertainty_score":0.006999552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953129281","doi":"10.3934/matersci.2019.4.484","title":"Evolution of activation energy during hot deformation of Al–15% B&lt;sub&gt;4&lt;/sub&gt;C composites containing Sc and Zr","year":2019,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Activation energy; Microstructure; Deformation (meteorology); Materials science; Composite material; Composite number; Deformation mechanism; Precipitation; Transmission electron microscopy; Flow stress; Chemistry; Nanotechnology; Physical chemistry; Physics","authors":[{"name":"Jian Qin","is_ca":true},{"name":"Zhan Zhang","is_ca":true},{"name":"X.-Grant Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005339193479590648,"gpt":0.1773370336487809,"spread":0.1719978401691903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406301,0.0002133126,0.0001460623,0.0002927473,0.0001978442,0.0001811669,0.0002270228,0.0002498461,0.001030865],"category_scores_gemma":[0.000229185,0.0001665945,0.0001715926,0.0003099166,0.0003548656,0.0002478241,0.0001152233,0.0002904393,0.0001142892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169317,"about_ca_system_score_gemma":0.0001359371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423554,"about_ca_topic_score_gemma":0.002811863,"domain_scores_codex":[0.9998667,0.000009367635,0.000007807875,0.00003522762,0.00004693937,0.00003385582],"domain_scores_gemma":[0.9998507,0.00004231212,0.0000479589,0.00001471181,0.00003182439,0.00001241259],"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":[0.0001205657,0.000006886151,0.0009919317,0.00003784321,0.000003277849,0.00004017842,0.00006059521,0.0008024148,0.9963441,0.00008038348,0.00001619559,0.001495516],"study_design_scores_gemma":[0.000003930764,0.0001359963,0.01702962,0.000002449222,0.000009412773,0.00006221193,0.00007299766,0.004650449,0.9777107,0.00004552034,0.0002669953,0.000009668964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983391,0.00009577775,0.000934366,0.00001067923,0.000002856024,0.000005130622,0.00007182726,0.00002416289,0.0005160042],"genre_scores_gemma":[0.999178,0.00004653335,0.0004320321,0.000003887323,0.000001214299,0.000006083108,0.0000457436,0.000008057072,0.0002784437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001423554,"threshold_uncertainty_score":0.003448606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315866364","doi":"10.3934/matersci.2023006","title":"Modeling the flexural strength of steel fibre reinforced concrete","year":2023,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Flexural strength; Materials science; Composite material; Ultimate tensile strength; Flexural modulus; Volume fraction; Three point flexural test; Softening; Fiber-reinforced concrete; Structural engineering; Tension (geology); Reinforced concrete; Engineering","authors":[{"name":"Abdul Saboor Karzad","is_ca":true},{"name":"Moussa Leblouba","is_ca":false},{"name":"Zaid A. Al-Sadoon","is_ca":false},{"name":"Mohamed Maalej","is_ca":false},{"name":"Salah Altoubat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02279406191569364,"gpt":0.2505444670299116,"spread":0.227750405114218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001911395,0.0004267447,0.000183166,0.0004130272,0.0001667668,0.0003271343,0.0007743798,0.0008602992,0.001020965],"category_scores_gemma":[0.0004055204,0.0002991097,0.0003736357,0.000224585,0.0002332406,0.0004241455,0.0002364981,0.0002614888,0.0003035424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007193687,"about_ca_system_score_gemma":0.0005836037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01450408,"about_ca_topic_score_gemma":0.01046111,"domain_scores_codex":[0.9999096,0.00001402675,0.000004997311,0.00002429122,0.00003181801,0.0000152061],"domain_scores_gemma":[0.9998922,0.0000417965,0.00002199586,0.00001365891,0.00002303334,0.00000722352],"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":[0.00001761149,0.00002472435,0.001449597,0.00001471666,0.000007103372,0.00006304747,0.0000200798,0.9781005,0.01559297,0.0005617805,0.00002728226,0.004120461],"study_design_scores_gemma":[0.000001369984,0.00001561096,0.00078798,0.000002312501,0.000002335373,0.00001303081,0.000003461905,0.9960765,0.002838459,0.000133609,0.0001221189,0.000003296185],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9131395,0.0001952332,0.07899843,0.00005000099,0.000009469406,0.00003730536,0.0001957399,0.0001991351,0.007175171],"genre_scores_gemma":[0.9939613,0.0000685882,0.003995418,0.000004071565,0.000001530784,0.00001971561,0.00006112776,0.00001249653,0.00187569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01450408,"threshold_uncertainty_score":0.02883929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412899740","doi":"10.3934/matersci.2025030","title":"Flexural capacity of stainless-steel reinforced-concrete elements","year":2025,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Flexural strength; Materials science; Structural engineering; Composite material; Reinforced concrete; Engineering","authors":[{"name":"Mokhtar A. Khalifa","is_ca":false},{"name":"Maged A. Youssef","is_ca":false},{"name":"Mohamed Monir Ajjan Alhadid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01019805441297819,"gpt":0.2359693081373003,"spread":0.2257712537243221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003833844,0.0003717108,0.0001730986,0.0009236434,0.0001233501,0.0002392455,0.0006113254,0.0002877402,0.001916408],"category_scores_gemma":[0.0009528375,0.0001836726,0.00016462,0.0003136278,0.0003269952,0.0003311713,0.0002861166,0.0001096828,0.000477837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728697,"about_ca_system_score_gemma":0.0002495887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000770385,"about_ca_topic_score_gemma":0.001616755,"domain_scores_codex":[0.9997671,0.00002763262,0.00001791019,0.00004446625,0.0001143833,0.00002843556],"domain_scores_gemma":[0.9994691,0.0001657408,0.0001285292,0.00008323921,0.000118513,0.00003485813],"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":[0.0002961979,0.0001269542,0.01939052,0.0002411754,0.00003495089,0.0003712339,0.0002968908,0.2691067,0.6382638,0.003345617,0.000187621,0.06833835],"study_design_scores_gemma":[0.00001414666,0.0009626854,0.0614803,0.00006182083,0.00005019914,0.0004483476,0.000290438,0.5468411,0.3841312,0.001866278,0.003774047,0.00007939829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838695,0.0001339201,0.01188173,0.00001398367,0.000003804542,0.0000147621,0.0001699928,0.0001026928,0.003809755],"genre_scores_gemma":[0.9984725,0.00002763334,0.000868994,0.000001409857,6.471291e-7,0.000004196647,0.00005434427,0.000004503823,0.0005658315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916408,"threshold_uncertainty_score":0.006411016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380988993","doi":"10.3934/matersci.2023024","title":"Evonik P25 photoactivation in the visible range by surface grafting of modified porphyrins for p-nitrophenol elimination in water","year":2023,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Fonds De La Recherche Scientifique - FNRS","keywords":"Porphyrin; Anatase; Crystallinity; Fourier transform infrared spectroscopy; Materials science; Photochemistry; Visible spectrum; Absorption spectroscopy; Absorption (acoustics); Photocatalysis; Analytical Chemistry (journal); Infrared spectroscopy; Chemistry; Chemical engineering; Catalysis; Organic chemistry; Optics","authors":[{"name":"Julien G. Mahy","is_ca":true},{"name":"Carole Carcel","is_ca":false},{"name":"Michel Wong Chi Man","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02173783237360243,"gpt":0.2621978943085613,"spread":0.2404600619349589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000542637,0.0003355675,0.00009368701,0.0001017013,0.00005955646,0.0001352305,0.0001461958,0.0001568401,0.001369491],"category_scores_gemma":[0.00006969988,0.00008501509,0.0001248094,0.0001168772,0.0001043657,0.0001523572,0.0001270227,0.0002290192,0.0002944637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359014,"about_ca_system_score_gemma":0.00009437942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006055188,"about_ca_topic_score_gemma":0.000805134,"domain_scores_codex":[0.9999584,0.000002898128,0.000002066239,0.00001178446,0.00001200538,0.00001285017],"domain_scores_gemma":[0.9999734,0.000004997592,0.000008813987,0.000003600612,0.000003925139,0.000005182652],"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":[0.00001832025,0.000003802814,0.00001711874,0.00001220774,0.000001034314,0.00001521719,0.00000390714,0.00006256953,0.9993112,0.00001642179,0.00001504579,0.0005230934],"study_design_scores_gemma":[0.000001139714,0.00004040135,0.0005037705,0.000001489878,0.000001921945,0.00001322228,0.000005476536,0.0003055816,0.9986957,0.00000546223,0.0004244506,0.000001409671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953915,0.0003219554,0.002551373,0.00002351068,0.0000123219,0.00001023876,0.0001071066,0.00006514887,0.001516776],"genre_scores_gemma":[0.9938329,0.0002780158,0.001691367,0.00001348349,0.000002074704,0.00001162061,0.0001543756,0.00002841421,0.003987738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001369491,"threshold_uncertainty_score":0.004581332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312575327","doi":"10.3934/matersci.2022046","title":"Seismic performance of ductile corrosion-free reinforced concrete frames","year":2022,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corrosion; Fibre-reinforced plastic; Structural engineering; Ductility (Earth science); SMA*; Brittleness; Reinforced concrete; Materials science; Stiffness; Shape-memory alloy; Frame (networking); Composite material; Engineering; Computer science; Mechanical engineering","authors":[{"name":"Mohamed E. Meshaly","is_ca":false},{"name":"Maged A. Youssef","is_ca":true},{"name":"Ahmed Elansary","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007831746775451467,"gpt":0.2069367484939022,"spread":0.1991050017184507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004058923,0.0006014712,0.0003501292,0.0005316781,0.0001990667,0.0002067144,0.0004195987,0.0004136917,0.001351583],"category_scores_gemma":[0.0005133298,0.0002080665,0.000244692,0.0002640704,0.0002643986,0.0001441928,0.0001986648,0.0001910114,0.0003333875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099361,"about_ca_system_score_gemma":0.0001812932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935744,"about_ca_topic_score_gemma":0.003968679,"domain_scores_codex":[0.9997886,0.00002830784,0.00001533083,0.0000350324,0.00008676335,0.00004596336],"domain_scores_gemma":[0.9995219,0.000102275,0.000105116,0.00003749129,0.0001532928,0.00007989808],"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":[0.001762834,0.000238423,0.01085419,0.0001133267,0.00007199863,0.0003043149,0.0003942685,0.05414398,0.910452,0.0003144765,0.0001864365,0.02116381],"study_design_scores_gemma":[0.00008212849,0.009386103,0.08580335,0.00004718951,0.000177752,0.0002222142,0.0004072748,0.1225786,0.7795418,0.00007982387,0.001604962,0.00006871392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998343,0.00004679991,0.001153065,0.00000316891,0.000003517308,0.000002961404,0.00003288533,0.00002444783,0.0003901653],"genre_scores_gemma":[0.9987296,0.0000377975,0.0006158635,0.000001767052,0.000001312729,0.000003098563,0.00006737966,0.000005035401,0.0005380684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001935744,"threshold_uncertainty_score":0.004521549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415913324","doi":"10.3934/matersci.2025049","title":"Special issue: Smart materials in civil structures","year":2025,"lang":"","type":"article","venue":"AIMS Materials Science","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"","authors":[{"name":"Maged A. Youssef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006741557714789137,"gpt":0.2363382195055221,"spread":0.2295966617907329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246956,0.003375844,0.003995311,0.002883235,0.00250479,0.007378607,0.002633627,0.009933403,0.07237665],"category_scores_gemma":[0.003428908,0.001022325,0.002080912,0.001492517,0.001665601,0.003190094,0.002089854,0.004472493,0.02359205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757913,"about_ca_system_score_gemma":0.001759438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003615485,"about_ca_topic_score_gemma":0.001097692,"domain_scores_codex":[0.9982901,0.00017341,0.0001900538,0.0003481549,0.0007084545,0.0002898029],"domain_scores_gemma":[0.9956564,0.001067319,0.0004835374,0.0002397019,0.001208138,0.001344845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001599386,0.0001031843,0.0001389034,0.0009837501,0.00003238774,0.000186478,0.00001460164,0.0001538278,0.0007514873,0.001900688,0.9735205,0.02205416],"study_design_scores_gemma":[0.00005337015,0.0001794831,0.001118289,0.0002705146,0.00004703736,0.0004328069,0.00004373878,0.0004254281,0.0006554751,0.002370306,0.9943815,0.00002203693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007383284,0.015054,0.0004943688,0.01881449,0.9296291,0.0001132462,0.0003333777,0.0002028975,0.03462018],"genre_scores_gemma":[0.003303398,0.01301107,0.0002657513,0.006292953,0.9132791,0.00009551439,0.0003821755,0.0001541876,0.06321592],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07237665,"threshold_uncertainty_score":0.242124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230702831","doi":"10.3934/matersci.2020.5.581","title":"Correction: An experimental and analytical study of the effect of cold compression on the thermophysical properties of a granular medium","year":2020,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"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":"Compression (physics); Materials science; Citation; Thermodynamics; Composite material; Physics; Computer science; Library science","authors":[{"name":"Mohamed Filali","is_ca":false},{"name":"Kacim Hadjadj","is_ca":false},{"name":"Lakhdar Hachani","is_ca":false},{"name":"Ahmed Mechraoui","is_ca":false},{"name":"Mohamed El‐Amine Slimani","is_ca":false},{"name":"Mounir Sakmeche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01651006633516658,"gpt":0.2291278485906688,"spread":0.2126177822555022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176755,0.001326574,0.001272454,0.002673718,0.001642686,0.001800262,0.002349942,0.002962168,0.03885944],"category_scores_gemma":[0.03474855,0.0004753094,0.001178282,0.00221101,0.001580689,0.001902812,0.001640117,0.003981871,0.02011366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011515,"about_ca_system_score_gemma":0.002971941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006211459,"about_ca_topic_score_gemma":0.005857189,"domain_scores_codex":[0.9974716,0.0002197374,0.0003686509,0.0003421023,0.001425536,0.0001724485],"domain_scores_gemma":[0.9715694,0.003457252,0.001506642,0.001846099,0.02078583,0.0008347457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003779373,0.00002740919,0.0005491616,0.001542086,0.00004164355,0.001477695,0.0001576959,0.0003183911,0.003929544,0.00208143,0.9493877,0.04010941],"study_design_scores_gemma":[0.00006003587,0.00009590101,0.002931048,0.0004328296,0.00008640187,0.002631442,0.0002117039,0.001407421,0.009112624,0.001307892,0.981614,0.0001087509],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.003884369,0.006391887,0.006415793,0.03400105,0.9382895,0.00008703185,0.003731158,0.001667997,0.005531311],"genre_scores_gemma":[0.1801118,0.02921888,0.03932907,0.04003034,0.2373267,0.0006769971,0.01279247,0.006449016,0.4540647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03885944,"threshold_uncertainty_score":0.1299978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2554577544","doi":"10.3934/matersci.2016.4.1474","title":"The influence of a non-aligned semi-elliptical surface crack on a quarter-circle corner crack in an infinitely large plate under uniaxial tension","year":2016,"lang":"en","type":"article","venue":"AIMS Materials Science","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tension (geology); Quarter (Canadian coin); Enhanced Data Rates for GSM Evolution; Structural engineering; Geometry; Mathematics; Materials science; Computer science; Engineering; Composite material; Compression (physics); Artificial intelligence","authors":[{"name":"Mordechai Perl","is_ca":false},{"name":"Qin Ma","is_ca":false},{"name":"C. Levy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01473291007074174,"gpt":0.2867094485937129,"spread":0.2719765385229712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003831593,0.0003083916,0.0003233412,0.0002536475,0.000369361,0.0003844412,0.0003842049,0.0006972711,0.001857236],"category_scores_gemma":[0.001046304,0.0002210365,0.000332979,0.0001324597,0.0009331933,0.0003312527,0.0004329543,0.0005734395,0.0001409563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400491,"about_ca_system_score_gemma":0.0002019844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877221,"about_ca_topic_score_gemma":0.003304245,"domain_scores_codex":[0.9997335,0.00003021521,0.00001505012,0.00005075203,0.0001101029,0.00006033935],"domain_scores_gemma":[0.9988493,0.0006311587,0.0001720342,0.0001056561,0.0001557872,0.00008606659],"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":[0.001117088,0.000117754,0.005527771,0.0004806344,0.00006390845,0.002240917,0.0004580083,0.06266768,0.9156665,0.0005227507,0.0003848175,0.01075218],"study_design_scores_gemma":[0.0000854731,0.002246111,0.06826117,0.0001207497,0.0001338012,0.0007071778,0.001532746,0.2965104,0.6285166,0.0003356215,0.001437155,0.0001130496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977659,0.0001772138,0.001052899,0.00004892511,0.00001862637,0.00001018846,0.00003728641,0.00003345234,0.0008554718],"genre_scores_gemma":[0.9991748,0.00005877845,0.000528625,0.0000104869,0.000001865917,0.000003661572,0.00001337066,0.000004281726,0.0002041705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877221,"threshold_uncertainty_score":0.006213009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}