{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"ceb55181afe6","filters":{"venue":"High Temperature Corrosion of Materials"}},"results":[{"id":"W4382133716","doi":"10.1007/s11085-023-10163-5","title":"Evaluating Wagner Oxidation Criteria for Protective Al2O3 Scale Formation in Ni-Based Superalloys","year":2023,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Cambridge Trust","keywords":"Superalloy; Materials science; Metallurgy; Oxide; Volume fraction; Alloy; Composite material","authors":[{"name":"J. W. X. Wo","is_ca":false},{"name":"Mark Hardy","is_ca":false},{"name":"H.J. Stone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114948097210622,"gpt":0.3085090879589502,"spread":0.2773596069868439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001111321,0.0003315246,0.0005082105,0.0003775099,0.000216219,0.000249975,0.0002049322,0.0003775318,0.00008963776],"category_scores_gemma":[0.0002531276,0.0003121802,0.000072014,0.0006218556,0.00003512416,0.0004340719,0.00003962895,0.0001768847,0.00003318379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560122,"about_ca_system_score_gemma":0.00003997274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003000563,"about_ca_topic_score_gemma":0.00004374574,"domain_scores_codex":[0.9978568,0.0002212661,0.0007959167,0.0003523969,0.0003712825,0.0004023704],"domain_scores_gemma":[0.999045,0.0001324154,0.0001299258,0.0003447257,0.0003028189,0.00004510546],"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":[0.0001269763,0.00003173233,0.00004004323,0.0003779558,0.000002476026,0.000002650076,0.0004984877,0.008333846,0.9881151,0.00004873784,0.002374442,0.00004750581],"study_design_scores_gemma":[0.001381218,0.0002147473,0.002757582,0.0005049948,0.00002264603,0.00000289948,0.00007527782,0.001902709,0.9926457,0.00009259683,0.00007302863,0.0003266216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949565,0.00001564232,0.0003252866,0.0001358506,0.001897313,0.001884795,0.0002463453,0.000532879,0.000005368307],"genre_scores_gemma":[0.9927981,0.00000942569,0.00452068,0.00004011995,0.000188642,0.00103726,0.001193987,0.00009819423,0.000113604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006431137,"threshold_uncertainty_score":0.999933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391348032","doi":"10.1007/s11085-023-10218-7","title":"The Effect of Nb, Ta, and Ti on the Oxidation of a New Polycrystalline Ni-Based Superalloy","year":2024,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Rolls-Royce","keywords":"Crystallite; Materials science; Superalloy; Metallurgy; Layer (electronics); Chemical engineering; Alloy; Nanotechnology","authors":[{"name":"J. W. X. Wo","is_ca":false},{"name":"Mark Hardy","is_ca":false},{"name":"H.J. Stone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005304465573344857,"gpt":0.2124459203587857,"spread":0.2071414547854409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007021172,0.0002757756,0.0004398056,0.00009220334,0.0001312578,0.0001969626,0.0002262715,0.0002133387,0.00008635356],"category_scores_gemma":[0.0001535912,0.0001457069,0.00007517669,0.0002514162,0.0001055578,0.00007245261,0.0000361763,0.0001952847,0.000005063624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002652948,"about_ca_system_score_gemma":0.00004355343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005333316,"about_ca_topic_score_gemma":0.000009226018,"domain_scores_codex":[0.9985259,0.0002158734,0.0005352181,0.0002138475,0.0003269903,0.0001821809],"domain_scores_gemma":[0.9987339,0.0006454909,0.00008838416,0.0004172694,0.0000693247,0.0000455993],"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":[0.0001618654,0.00001018066,0.00006528531,0.0004099226,0.00001255663,0.000002725753,0.000148856,0.0003957984,0.9913811,0.000547383,0.006828505,0.00003579252],"study_design_scores_gemma":[0.0004204827,0.0004489826,0.0008450553,0.0008658835,0.00006058371,0.000003414855,0.00001145206,0.00002819962,0.9962108,0.00001340697,0.0009597709,0.0001319298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966683,0.0006022889,0.00002273313,0.0003875017,0.001562473,0.0005099219,0.0001153774,0.0001243057,0.000007136937],"genre_scores_gemma":[0.9992391,0.00008639117,0.0001119101,0.00002040929,0.0001348105,0.00002944458,0.00006537734,0.00005733652,0.0002552008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005868734,"threshold_uncertainty_score":0.5941755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366609892","doi":"10.1007/s11085-023-10158-2","title":"Feeder Pipe Oxidation in the Presence of Steam During a Nuclear Reactor Accident","year":2023,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Hydrogen; Coolant; Zirconium; Materials science; Carbon fibers; Cladding (metalworking); Uranium; Pressurized water reactor; Zirconium alloy; Carbon steel; Nuclear reactor; Nuclear reactor core; Nuclear engineering; Metallurgy; Chemistry; Corrosion; Composite material; Thermodynamics; Physics","authors":[{"name":"Aaron D. Quastel","is_ca":true},{"name":"Alan C. West","is_ca":true},{"name":"Grant M. Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01331728216382092,"gpt":0.2281943855108138,"spread":0.2148771033469929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001176399,0.000179716,0.0004073524,0.0001290369,0.0001059685,0.0001740952,0.0005082742,0.0001436267,0.001371987],"category_scores_gemma":[0.0001908855,0.0001134528,0.00004414916,0.0002839852,0.00009560818,0.0002959909,0.0002057084,0.00007386186,0.0001906075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002002088,"about_ca_system_score_gemma":0.00002563661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002389763,"about_ca_topic_score_gemma":0.00001241552,"domain_scores_codex":[0.9979459,0.0004192674,0.0006351165,0.0002911221,0.0004479314,0.000260668],"domain_scores_gemma":[0.9989833,0.00009539292,0.0003163737,0.0004604482,0.0001124369,0.00003206457],"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":[0.0003972536,0.00005004657,0.00007105165,0.0002177861,0.000001359064,0.000006992278,0.001345293,0.00001601783,0.9962777,0.0003823084,0.001225547,0.000008588127],"study_design_scores_gemma":[0.000357914,0.0001038235,0.03298409,0.0002914987,0.00000861947,0.000007275102,0.0005976405,7.547868e-7,0.9651131,0.0001095736,0.0002993687,0.0001263354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976746,0.00004180658,1.766287e-7,0.0003133211,0.001379481,0.0004038386,0.00007143702,0.0000802278,0.00003515312],"genre_scores_gemma":[0.9993731,0.0001526686,0.00007525323,0.00006127011,0.000129065,0.00002583973,0.00002700994,0.00003170539,0.0001240782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03291304,"threshold_uncertainty_score":0.9995409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411810975","doi":"10.1007/s11085-025-10341-7","title":"Type I and Type II Hot Corrosion of Ni-Based Alloys Without an Incubation Period","year":2025,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"Agence Nationale de la Recherche","keywords":"Incubation period; Period (music); Incubation; Corrosion; Materials science; Metallurgy; Chemistry; Physics; Biochemistry","authors":[{"name":"E. Peruse","is_ca":false},{"name":"D. Diomande","is_ca":false},{"name":"G. Dufour","is_ca":false},{"name":"L. Hunault","is_ca":false},{"name":"Renaud Podor","is_ca":false},{"name":"J. Ghanbaja","is_ca":false},{"name":"Pierre‐Jean Panteix","is_ca":false},{"name":"Lionel Aranda","is_ca":false},{"name":"F. Pedraza","is_ca":false},{"name":"Stéphane Knittel","is_ca":false},{"name":"Tom Sanviemvongsak","is_ca":true},{"name":"M. Vilasi","is_ca":false},{"name":"S. Mathieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008218218764642566,"gpt":0.2410925083722289,"spread":0.2328742896075863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003494515,0.000347667,0.0006433764,0.0002295088,0.00025122,0.0001418078,0.0002262388,0.0004536778,0.000158022],"category_scores_gemma":[0.0001399149,0.0003119662,0.00003501804,0.0005605694,0.0001021088,0.0001868518,0.00008658408,0.0002033252,0.00000507627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005626038,"about_ca_system_score_gemma":0.000104255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003630894,"about_ca_topic_score_gemma":0.00002160508,"domain_scores_codex":[0.9983397,0.0001470829,0.0006354884,0.0003584195,0.0002827102,0.0002365689],"domain_scores_gemma":[0.9987758,0.00004197205,0.0001580114,0.0005100644,0.0004385903,0.00007557479],"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":[0.0003110085,0.00008218162,0.002232546,0.0003370031,0.000004923622,0.000002541869,0.0002817868,0.000723544,0.9940731,0.0003240786,0.001612082,0.00001518241],"study_design_scores_gemma":[0.0007840854,0.0005224887,0.009059093,0.0005669121,0.00007150634,0.000003852603,0.00003624069,0.00007238611,0.9882346,0.00002177713,0.0003480696,0.000278981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955298,0.0001926345,0.00006075227,0.00005939334,0.003374725,0.0004198835,0.00009414704,0.0002414377,0.00002722784],"genre_scores_gemma":[0.9976062,0.00005640025,0.001434379,0.00006292939,0.00007864232,0.00001782203,0.0003579254,0.00006287262,0.0003228408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006826547,"threshold_uncertainty_score":0.9999332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407354140","doi":"10.1007/s11085-025-10328-4","title":"Determining the Role of O2 and H2O Atmosphere Impurities on the Oxidation of IN718 During High Temperature Inert Gas Heat Treatment","year":2025,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Inert gas; Atmosphere (unit); Impurity; Oxygen; Inert; Materials science; Thermodynamics; Chemistry; Organic chemistry; Composite material","authors":[{"name":"Éric Moreau","is_ca":true},{"name":"Stephen F. Corbin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003774085735528334,"gpt":0.1946470107896064,"spread":0.190872925054078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002682694,0.0004428588,0.000710515,0.0000924689,0.0002372436,0.0001192104,0.0003091363,0.0003620471,0.00006168226],"category_scores_gemma":[0.0001203118,0.0002605937,0.00009440802,0.0003847287,0.0001650608,0.0001306281,0.0001022044,0.0002333312,0.000001515074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117279,"about_ca_system_score_gemma":0.00006815102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043964,"about_ca_topic_score_gemma":0.00002273613,"domain_scores_codex":[0.9981287,0.0002104295,0.0007531348,0.0003194878,0.0003154056,0.0002728954],"domain_scores_gemma":[0.9986615,0.000280416,0.0001668819,0.0006355331,0.0002145616,0.00004113938],"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":[0.0001120305,0.00006676526,0.001625982,0.0002485125,0.00003078601,0.00000190955,0.0006292539,0.0008600091,0.994502,0.001607854,0.0002664813,0.00004838695],"study_design_scores_gemma":[0.0007511782,0.0002299796,0.02252553,0.0009361551,0.00007963647,0.00000470581,0.0003195071,0.000005533422,0.9747283,0.0000637281,0.0001555764,0.0002001526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974872,0.0004506681,5.753648e-7,0.0002586013,0.0008364241,0.0006493123,0.0001843598,0.0001032231,0.00002963354],"genre_scores_gemma":[0.9989153,0.0003680616,0.0001398091,0.00004246903,0.0001373481,0.00009191797,0.00007958695,0.00005595045,0.0001696153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02089955,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411611915","doi":"10.1007/s11085-025-10336-4","title":"Modeling the Oxidation Kinetics of Ti-6Al-4 V Spherical Powder at High Temperatures","year":2025,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Kinetics; Materials science; Chemical engineering; Metallurgy; Crystallography; Chemistry; Physics; Engineering","authors":[{"name":"M. Siblani","is_ca":true},{"name":"M. Ollivier","is_ca":false},{"name":"Patrice Chartrand","is_ca":true},{"name":"Loïc Favergeon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008320779054154539,"gpt":0.2234433341431143,"spread":0.2151225550889598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003895089,0.0003050568,0.0005902773,0.00007539312,0.0002069465,0.0001503151,0.0005135926,0.0002822554,0.001303217],"category_scores_gemma":[0.0001272666,0.0001821818,0.00008521318,0.0002516486,0.000215896,0.0001455593,0.0003012659,0.0001354099,0.00002807593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005541063,"about_ca_system_score_gemma":0.00006174409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002025757,"about_ca_topic_score_gemma":0.00002754948,"domain_scores_codex":[0.997849,0.0002849696,0.000801101,0.0003985926,0.000380519,0.0002857946],"domain_scores_gemma":[0.9986206,0.0000977686,0.000250127,0.0006157445,0.000371901,0.00004384312],"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":[0.0004733628,0.00004764746,0.00002469344,0.000172419,0.000007885599,0.000001612525,0.0001774306,0.0008130829,0.9919118,0.002652483,0.0037066,0.00001099751],"study_design_scores_gemma":[0.0004238133,0.0001286643,0.0005455646,0.0002228191,0.00005813489,0.000008997006,0.0000804337,0.000008595556,0.997137,0.0005320937,0.0006644759,0.0001894833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949038,0.000804778,0.0001134663,0.000649448,0.002844044,0.0003780043,0.0001871051,0.00006187437,0.00005745914],"genre_scores_gemma":[0.9965111,0.0001015519,0.001517151,0.0004004284,0.0001655115,0.00002031007,0.00008935813,0.00002869298,0.001165875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00522514,"threshold_uncertainty_score":0.9996097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321617119","doi":"10.1007/s11085-023-10154-6","title":"Evaluation of Short-Term Oxidation Mechanism of Laser Cladded Ni–Cr–C Coating on Titanium Aluminide Substrate","year":2023,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Coating; Non-blocking I/O; Nichrome; Aluminide; Metallurgy; Substrate (aquarium); Titanium aluminide; Titanium; X-ray photoelectron spectroscopy; Chromium; Chemical engineering; Alloy; Intermetallic; Composite material; Chemistry; Catalysis","authors":[{"name":"S. E. Aghili","is_ca":false},{"name":"M. Shamanian","is_ca":false},{"name":"Reza Amini Najafabadi","is_ca":false},{"name":"H. Ashrafi","is_ca":false},{"name":"Ehsan Marzbanrad","is_ca":true},{"name":"Y. Mahmoodkhani","is_ca":true},{"name":"Ehsan Toyserkani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02860165321651514,"gpt":0.2703380954665126,"spread":0.2417364422499974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002152803,0.0003572109,0.0006868441,0.0003591526,0.0000800745,0.00004838989,0.0002599148,0.0004334142,0.0002833363],"category_scores_gemma":[0.0002492725,0.0003371593,0.00009285378,0.0005691426,0.0000593216,0.0001815724,0.0000550477,0.0001957824,0.00003406387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009974172,"about_ca_system_score_gemma":0.00008188369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001682494,"about_ca_topic_score_gemma":0.00001662659,"domain_scores_codex":[0.9967028,0.0003507572,0.001093024,0.0003564989,0.001196476,0.0003004516],"domain_scores_gemma":[0.998166,0.0001313337,0.0003111326,0.0005465889,0.0007823205,0.00006266651],"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":[0.00005350698,0.00005212415,0.0001229741,0.000263434,0.00001831616,0.000003821098,0.0002938531,0.00414223,0.993403,0.000653143,0.0009720071,0.00002159471],"study_design_scores_gemma":[0.0006386923,0.0001939484,0.009306282,0.000646643,0.0001745396,0.000002834038,0.0001000804,0.0001119331,0.9884534,0.00009564329,0.000005366688,0.000270567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959557,0.00001746892,0.00001921534,0.00002066604,0.002650159,0.000698207,0.0003042077,0.0002831493,0.00005122963],"genre_scores_gemma":[0.9985198,0.00004030556,0.000390856,0.000009522469,0.0001304042,0.0000783804,0.0006710388,0.00009414213,0.00006550827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009183307,"threshold_uncertainty_score":0.999908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412500756","doi":"10.1007/s11085-025-10345-3","title":"High-Temperature Oxidation Behavior of GH5188 Superalloy Foil and Its Effect on Tensile Performance","year":2025,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Superalloy; Materials science; Ultimate tensile strength; FOIL method; Composite material; Metallurgy; Alloy","authors":[{"name":"Han Li","is_ca":false},{"name":"Yong Yang","is_ca":true},{"name":"Wei Tian","is_ca":false},{"name":"Yanfei Liu","is_ca":false},{"name":"Hong‐jian Zhao","is_ca":false},{"name":"Yonggang Wang","is_ca":false},{"name":"Haishan Li","is_ca":false},{"name":"Yu‐xuan Shao","is_ca":true},{"name":"Shuo Gao","is_ca":false},{"name":"Aimin Li","is_ca":false},{"name":"Huanhuan Zhang","is_ca":false},{"name":"Dongyang Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004796777002587398,"gpt":0.2135051300769805,"spread":0.2087083530743931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004952806,0.0006357044,0.001113439,0.000424501,0.000185012,0.0001275855,0.000337522,0.000758512,0.000139157],"category_scores_gemma":[0.0001385112,0.0005345038,0.0001039393,0.0005269957,0.00009151078,0.0002973487,0.0001069194,0.000464119,0.00001815172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008902892,"about_ca_system_score_gemma":0.00005501101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001933748,"about_ca_topic_score_gemma":0.000004752636,"domain_scores_codex":[0.9974261,0.0002149089,0.0009168467,0.0005622914,0.0004637357,0.0004161508],"domain_scores_gemma":[0.9985655,0.0001758818,0.0001730109,0.0006299538,0.0003574527,0.00009820457],"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":[0.0002150511,0.00009172843,0.001086524,0.0009870563,0.00001868177,0.000009700379,0.0001054138,0.0003733479,0.9943776,0.0006111499,0.002073746,0.00005006538],"study_design_scores_gemma":[0.001267569,0.0006222127,0.03327274,0.001303494,0.0001555265,0.00001183856,0.00001365253,0.000003671479,0.9628018,0.000003805173,0.0001313132,0.0004124471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944013,0.000285428,9.051475e-7,0.0000694217,0.003616907,0.0009975729,0.0002991708,0.0003140656,0.00001525503],"genre_scores_gemma":[0.9981206,0.0002269727,0.0002432304,0.0000696461,0.0001542651,0.0001818645,0.0003556434,0.00009648988,0.0005512568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03218621,"threshold_uncertainty_score":0.9997107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415418646","doi":"10.1007/s11085-025-10355-1","title":"Time–Temperature Profiles Resulting in Quasi-constant Oxidation Rates","year":2025,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"Thermal and Kinetic Analysis","field":"Materials 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":"McMaster University","funders":"","keywords":"Oxide; Constant (computer programming); Growth rate; Function (biology); Scale (ratio); Metal","authors":[{"name":"Dmitri V. Malakhov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005501303115573266,"gpt":0.2366580559133432,"spread":0.23115675279777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009401547,0.0002761284,0.0006640155,0.0002619199,0.0001426405,0.0001706051,0.0003259268,0.0002913845,0.002001345],"category_scores_gemma":[0.0002598068,0.000207622,0.00006888407,0.0005397715,0.0001450161,0.0002023783,0.0001291994,0.0001345973,0.0001150064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004862066,"about_ca_system_score_gemma":0.00009934107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112606,"about_ca_topic_score_gemma":0.00001645366,"domain_scores_codex":[0.9976792,0.0003959869,0.0008555922,0.0004829336,0.0002782609,0.0003080403],"domain_scores_gemma":[0.998888,0.0001382229,0.0003088948,0.0003930495,0.0002230376,0.00004882159],"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":[0.0003402144,0.0001107399,0.0001351962,0.0001310258,0.000004664305,0.0000071897,0.0001493055,0.00005728421,0.9943631,0.003225717,0.001444613,0.00003096743],"study_design_scores_gemma":[0.0006524415,0.00007039933,0.002166854,0.0006708318,0.00003369533,0.000002740622,0.0001711538,0.00001249097,0.9954144,0.0004615556,0.000136908,0.0002065219],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974985,0.0002411976,0.000007813182,0.0005676505,0.0008305743,0.0003706487,0.0001982513,0.00007986726,0.0002055141],"genre_scores_gemma":[0.9964024,0.00003983738,0.00092224,0.0001803036,0.0000985583,0.00004073394,0.0001807524,0.00001794409,0.002117162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002764161,"threshold_uncertainty_score":0.998911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401057349","doi":"10.1007/s11085-024-10254-x","title":"Influence of Oxidation Temperature on the Tensile Behaviour in a 2.5 D Needled Carbon/Carbon Composite for Aircraft Brakes","year":2024,"lang":"en","type":"article","venue":"High Temperature Corrosion of Materials","topic":"Tribology and Wear Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Composite number; Reinforced carbon–carbon; Ultimate tensile strength; Carbon fibers; Materials science; Composite material","authors":[{"name":"Théo Zubiaurre","is_ca":true},{"name":"Matteo Lunghi","is_ca":false},{"name":"Jérôme Favergeon","is_ca":false},{"name":"Zoheir Aboura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005009269970175255,"gpt":0.2104774873423744,"spread":0.2054682173721992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003357427,0.0002136748,0.0004438584,0.0002315043,0.00003965527,0.00004815603,0.0001694107,0.0003111668,0.00002218103],"category_scores_gemma":[0.00006702146,0.0001481209,0.00008353636,0.0003717664,0.00005603489,0.00006678456,0.00002347801,0.0002050912,0.000002133441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984852,"about_ca_system_score_gemma":0.00002372071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007638861,"about_ca_topic_score_gemma":0.00002386747,"domain_scores_codex":[0.9988721,0.0001009209,0.0004597947,0.0002261046,0.0001616539,0.0001794012],"domain_scores_gemma":[0.9992878,0.0002180949,0.00006466753,0.0002819537,0.0001193061,0.00002812572],"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":[0.0001018229,0.00002839028,0.0007423997,0.0002226735,0.00002032989,0.000004942536,0.0002005027,0.01046791,0.9873573,0.0004665383,0.0003821399,0.000005080637],"study_design_scores_gemma":[0.000270331,0.00009235511,0.02175885,0.0005305829,0.00006822877,0.000003934741,0.00003821569,0.0003478749,0.9766204,0.00009465778,0.00002977617,0.0001447333],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980925,0.0003803943,0.000002181193,0.0002756438,0.0005457656,0.0004008814,0.000175398,0.000109452,0.00001776741],"genre_scores_gemma":[0.9994702,0.00005363262,0.00005919717,0.00005803592,0.00007913393,0.0000681173,0.0001086466,0.0000348174,0.00006826921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02101645,"threshold_uncertainty_score":0.6040194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}