{"meta":{"query_hash":"ceb55181afe6","filters":{"venue":"High Temperature Corrosion of Materials"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ceb55181afe6","api":"https://metacan.xera.ac/api/v1/cohort?venue=High+Temperature+Corrosion+of+Materials"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; 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","score_opus":0.02860165321651514,"score_gpt":0.27033809546651255,"score_spread":0.2417364422499974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321617119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983,0.00031692095,0.0006508721,0.000016185786,0.000021316091,0.0000072258754,0.00008144235,0.000027783266,0.0005782253],"genre_scores_gemma":[0.9982893,0.00014141323,0.0005918536,0.000008379874,0.00000351118,0.000005482851,0.00007742851,0.000009069969,0.00087354577],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998369,0.000006299613,0.000008213706,0.00003481388,0.00007538883,0.00003830758],"domain_scores_gemma":[0.99977,0.000029777259,0.00004492151,0.000028855273,0.00010860329,0.000017929397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013235952,0.00021326706,0.00018525329,0.00014519609,0.00016312946,0.00018711213,0.00027523504,0.00028190797,0.0009451182],"category_scores_gemma":[0.00031172298,0.0001610607,0.0002406089,0.00014909146,0.00015482063,0.00022126487,0.00010860437,0.0003146932,0.00017369346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009034282,0.000008944997,0.00046977377,0.000058553207,0.0000071955865,0.00006623043,0.000034724228,0.00019565277,0.99774265,0.000028011413,0.00006254493,0.0012355003],"study_design_scores_gemma":[0.0000036273775,0.00019578128,0.007246306,0.000004296286,0.000013378251,0.00006353833,0.00006047469,0.0024452796,0.98944163,0.00000974588,0.00050870597,0.00000722157],"about_ca_topic_score_codex":0.0018488307,"about_ca_topic_score_gemma":0.0036301594,"teacher_disagreement_score":0.0018488307,"about_ca_system_score_codex":0.00027034074,"about_ca_system_score_gemma":0.00013536606,"threshold_uncertainty_score":0.0036761165},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01331728216382092,"score_gpt":0.22819438551081384,"score_spread":0.21487710334699292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366609892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996176,0.000039843566,0.00007331597,0.000018735436,0.0000056003682,0.000004256973,0.000018948456,0.000004441403,0.00021719138],"genre_scores_gemma":[0.99966526,0.000023508399,0.000039282564,0.000006380706,0.0000037948703,8.465651e-7,0.00002940361,0.000001691851,0.00022989258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998677,0.00001963564,0.000005385597,0.000019058507,0.000044070028,0.000044158587],"domain_scores_gemma":[0.99984,0.000026573534,0.000034258395,0.000010942657,0.000056860703,0.00003141452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025982253,0.00032501167,0.0005308188,0.00044771194,0.00072486757,0.0004072399,0.00024849697,0.0010047384,0.0008237396],"category_scores_gemma":[0.00047156637,0.00022905461,0.00046473325,0.00022844067,0.00054786087,0.00025530515,0.00031561378,0.00054522674,0.000160674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009270096,0.0006631967,0.13902742,0.0001800861,0.0001913332,0.025478294,0.0027084902,0.0022067118,0.8097048,0.00020628455,0.00078245654,0.00958089],"study_design_scores_gemma":[0.00011712206,0.006236908,0.6610668,0.000036740603,0.00031178133,0.008890655,0.0039418004,0.00954973,0.30702162,0.00023419865,0.0025096943,0.00008297503],"about_ca_topic_score_codex":0.009971738,"about_ca_topic_score_gemma":0.009745271,"teacher_disagreement_score":0.009971738,"about_ca_system_score_codex":0.00056535006,"about_ca_system_score_gemma":0.00038137753,"threshold_uncertainty_score":0.019827366},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.031149480972106215,"score_gpt":0.30850908795895016,"score_spread":0.2773596069868439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382133716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9300026,0.00034153726,0.06755884,0.00002272625,0.000012952399,0.00007726906,0.0001268167,0.00032110076,0.0015360304],"genre_scores_gemma":[0.99032146,0.000075576136,0.009319628,0.000002307545,9.390212e-7,0.000015170161,0.00010254083,0.000020298718,0.00014210638],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995468,0.00006993156,0.00003385622,0.000049662824,0.00026118822,0.00003857901],"domain_scores_gemma":[0.9985667,0.00062519696,0.00024470052,0.00007850705,0.00043384146,0.00005105035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139649,0.00059342216,0.00029637385,0.0012488669,0.00020693919,0.00058638887,0.00087142835,0.00038721025,0.00037656163],"category_scores_gemma":[0.0030282985,0.0002590135,0.0004221051,0.00046104734,0.00025957517,0.00052442384,0.00023434352,0.00027435605,0.00015293827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056695455,0.00013236071,0.07384511,0.00035770863,0.00009988939,0.00024160916,0.00016690463,0.42462066,0.46080273,0.0025168979,0.000305505,0.036343634],"study_design_scores_gemma":[0.000006269172,0.0002066427,0.01422321,0.000011674138,0.000018410083,0.00004688312,0.000054587446,0.7718392,0.21278171,0.0004318828,0.0003559138,0.00002354106],"about_ca_topic_score_codex":0.004510709,"about_ca_topic_score_gemma":0.006873706,"teacher_disagreement_score":0.004510709,"about_ca_system_score_codex":0.00085728127,"about_ca_system_score_gemma":0.00045887224,"threshold_uncertainty_score":0.00896889},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.005304465573344857,"score_gpt":0.21244592035878573,"score_spread":0.20714145478544088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391348032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989851,0.00025082525,0.00030585236,0.000012671051,0.0000077523755,0.000008312002,0.00009762381,0.000015229411,0.00031668477],"genre_scores_gemma":[0.9980884,0.00018963142,0.00089160353,0.000007957281,0.000002837278,0.0000075532844,0.00014921349,0.000016728889,0.0006459272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998472,0.000010881192,0.000013850259,0.00003935065,0.00006020038,0.000028603836],"domain_scores_gemma":[0.9998086,0.000036899084,0.00005228841,0.000018346434,0.00005354948,0.000030387404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015432468,0.00027668287,0.00027582425,0.00019692969,0.00016104257,0.00025734483,0.00040926342,0.0002024419,0.00086577726],"category_scores_gemma":[0.0003042003,0.00014540071,0.00017588236,0.00019366469,0.00013362781,0.00019314281,0.00015794749,0.0002680084,0.00013571023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007806224,0.0000054263865,0.00016992768,0.000033078293,0.0000051617917,0.000030650706,0.000012946508,0.00006171711,0.9991135,0.000005788457,0.000010114166,0.00047379892],"study_design_scores_gemma":[0.0000036871343,0.00021372839,0.00423204,0.00000243283,0.000014524066,0.000040843635,0.000030404071,0.0006942203,0.9943125,0.000003041931,0.0004493623,0.000003063302],"about_ca_topic_score_codex":0.0019712641,"about_ca_topic_score_gemma":0.0059224307,"teacher_disagreement_score":0.0019712641,"about_ca_system_score_codex":0.00024860643,"about_ca_system_score_gemma":0.00013592342,"threshold_uncertainty_score":0.003919542},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Composite number; Reinforced carbon–carbon; Ultimate tensile strength; Carbon fibers; Materials science; Composite material","score_opus":0.005009269970175255,"score_gpt":0.21047748734237443,"score_spread":0.20546821737219917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401057349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99944526,0.000092515926,0.00016696104,0.0000098264145,0.00000669955,0.00000198284,0.000022154749,0.000008024193,0.0002466087],"genre_scores_gemma":[0.9994449,0.000033139353,0.00018154409,0.0000042628676,0.000001153545,0.0000012309322,0.000020225845,0.000004101108,0.0003092545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999895,0.000009519699,0.000006438667,0.000021814907,0.00004374111,0.000023514072],"domain_scores_gemma":[0.99973994,0.000080816986,0.0000366134,0.000017653256,0.000095117844,0.000029855411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001574187,0.00014695217,0.00013736905,0.0001367261,0.00020383003,0.00022701111,0.0001444899,0.00029231524,0.0011974723],"category_scores_gemma":[0.0003732645,0.00014664688,0.00014176441,0.00010521765,0.00019344286,0.00015034761,0.00007273085,0.00023445705,0.00012056407],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040001745,0.000033846656,0.0006878999,0.000048063153,0.0000057077787,0.0000764572,0.00004464722,0.0008489324,0.9960932,0.000026885882,0.000049185997,0.0016852096],"study_design_scores_gemma":[0.000008091792,0.0005869568,0.0151409125,0.0000053239264,0.000015878793,0.00005568607,0.00007043072,0.004900147,0.9788938,0.000010389542,0.0003005154,0.00001190558],"about_ca_topic_score_codex":0.0026470418,"about_ca_topic_score_gemma":0.0073782858,"teacher_disagreement_score":0.0026470418,"about_ca_system_score_codex":0.00028760743,"about_ca_system_score_gemma":0.00017750176,"threshold_uncertainty_score":0.005263269},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Inert gas; Atmosphere (unit); Impurity; Oxygen; Inert; Materials science; Thermodynamics; Chemistry; Organic chemistry; Composite material","score_opus":0.0037740857355283344,"score_gpt":0.19464701078960636,"score_spread":0.19087292505407802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407354140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99898356,0.0001756869,0.00035388893,0.000011971411,0.0000074063155,0.0000044434228,0.00006184836,0.0000108518425,0.0003903416],"genre_scores_gemma":[0.9990062,0.00011293597,0.00026458167,0.0000069470057,0.0000022032937,0.000002577366,0.0000754144,0.000007878553,0.00052130834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985254,0.000014256504,0.000007801944,0.00002770438,0.000049752074,0.00004802979],"domain_scores_gemma":[0.99983025,0.00004600773,0.00003613734,0.000013838275,0.00006141385,0.000012374218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014835532,0.00024555085,0.00019720042,0.00011748104,0.00017566365,0.00028686007,0.00019829193,0.0002590093,0.0006920548],"category_scores_gemma":[0.00032764676,0.00014088671,0.00015111886,0.00012923058,0.00019470077,0.00022363717,0.000083361425,0.00025498262,0.000108413056],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024446787,0.000015274549,0.0009468274,0.000050195973,0.0000068140043,0.000058626865,0.00006952326,0.00008985162,0.9970305,0.000039964914,0.000036871093,0.0014111812],"study_design_scores_gemma":[0.000002045098,0.00011791336,0.0056295902,0.0000023556609,0.000009591651,0.000031287345,0.00004959343,0.0006513453,0.99320775,0.0000073968413,0.00028755315,0.0000036201327],"about_ca_topic_score_codex":0.0020992933,"about_ca_topic_score_gemma":0.00399385,"teacher_disagreement_score":0.0020992933,"about_ca_system_score_codex":0.00022244328,"about_ca_system_score_gemma":0.000114555456,"threshold_uncertainty_score":0.0041741133},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Kinetics; Materials science; Chemical engineering; Metallurgy; Crystallography; Chemistry; Physics; Engineering","score_opus":0.008320779054154539,"score_gpt":0.22344333414311435,"score_spread":0.2151225550889598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411611915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972048,0.00032348858,0.014809575,0.00017002068,0.000035796424,0.000034633264,0.00033092374,0.00014396079,0.01210362],"genre_scores_gemma":[0.99562377,0.00012065282,0.001717296,0.000010658256,0.000004226856,0.000013218775,0.000106986095,0.000019794721,0.0023834098],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993837,0.000005818745,0.0000024145932,0.000010450634,0.000022566157,0.000020465252],"domain_scores_gemma":[0.99989426,0.000050642215,0.000012761153,0.0000069502776,0.000029570288,0.0000058306478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013394763,0.00033531338,0.0003946418,0.00018217562,0.00024083957,0.00046982395,0.0006240806,0.00085542246,0.0013875727],"category_scores_gemma":[0.00038025412,0.00028959263,0.00051569805,0.00021607032,0.0002445814,0.00034221367,0.00012973842,0.00032050753,0.00024085291],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091290654,0.00005441096,0.001642949,0.000101881815,0.000014798426,0.00013942774,0.000037294743,0.96435314,0.028632615,0.0019053853,0.00023737099,0.0027894527],"study_design_scores_gemma":[0.0000068421414,0.000026708785,0.00052102504,0.0000017646418,0.000004578953,0.000012612499,0.000013175751,0.99494654,0.0041505904,0.00010836863,0.00020497826,0.0000028556449],"about_ca_topic_score_codex":0.02957619,"about_ca_topic_score_gemma":0.017901,"teacher_disagreement_score":0.02957619,"about_ca_system_score_codex":0.0009295168,"about_ca_system_score_gemma":0.00086011563,"threshold_uncertainty_score":0.05880809},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008218218764642566,"score_gpt":0.2410925083722289,"score_spread":0.23287428960758633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411810975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724424,0.00040235298,0.0006577014,0.000013104119,0.000031093103,0.0000081589415,0.00018447556,0.000032666503,0.0014262137],"genre_scores_gemma":[0.99414355,0.0001855302,0.0008879529,0.00001495166,0.000008312428,0.000009859211,0.0003519558,0.000024803692,0.0043732314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965525,0.00003008157,0.000026260841,0.000066340755,0.00012715704,0.000095013595],"domain_scores_gemma":[0.99970895,0.00002678355,0.000056985813,0.000049625993,0.00012547853,0.00003213254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015615676,0.0003499717,0.0002728829,0.00022941787,0.0001824,0.00025241452,0.00035229535,0.0003278983,0.0018215508],"category_scores_gemma":[0.00041010097,0.00020667554,0.00026866182,0.00027360168,0.00017794523,0.00026416808,0.00014724491,0.00029948182,0.00035901275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006571242,0.000039436607,0.0008773496,0.00006644524,0.000013235548,0.00009482363,0.00006884541,0.00021722926,0.99515164,0.00006759821,0.00014021965,0.0026060243],"study_design_scores_gemma":[0.0000054304305,0.00034404636,0.0092020845,0.0000051647476,0.000017216122,0.00007756144,0.00008270676,0.0013064431,0.9880728,0.000014847948,0.00086224347,0.000009384957],"about_ca_topic_score_codex":0.0030766216,"about_ca_topic_score_gemma":0.0059525585,"teacher_disagreement_score":0.0030766216,"about_ca_system_score_codex":0.0003087799,"about_ca_system_score_gemma":0.0001875707,"threshold_uncertainty_score":0.0061174035},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Superalloy; Materials science; Ultimate tensile strength; FOIL method; Composite material; Metallurgy; Alloy","score_opus":0.004796777002587398,"score_gpt":0.21350513007698046,"score_spread":0.20870835307439306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412500756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991466,0.00016735122,0.0001807039,0.000017821285,0.000007313303,0.0000020752684,0.00008187157,0.000015409598,0.00038090814],"genre_scores_gemma":[0.99902785,0.00008635637,0.00019100381,0.0000053213703,0.0000022376164,0.0000024232388,0.00009178335,0.000011725903,0.0005813253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998441,0.000011597014,0.000009361226,0.0000282684,0.000060995666,0.00004563022],"domain_scores_gemma":[0.99972016,0.000057987618,0.00006264039,0.000027841397,0.000105134975,0.000026203306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016386797,0.00023246197,0.00020026804,0.00016981427,0.00020673408,0.00023693236,0.00023394926,0.0002906534,0.0016188842],"category_scores_gemma":[0.00040424787,0.00017063068,0.00018021469,0.00021201186,0.00018753814,0.0002393749,0.00010016567,0.00029759592,0.00022174872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002197366,0.000015050994,0.00078528957,0.000040627612,0.0000061441087,0.00008377288,0.000053600837,0.0002520518,0.99743265,0.000027723068,0.00006499522,0.0010183551],"study_design_scores_gemma":[0.000003185412,0.00020328994,0.009002811,0.0000039163156,0.00000769661,0.00004700128,0.00007547877,0.0012656365,0.9890211,0.0000073634706,0.00035617608,0.0000063730386],"about_ca_topic_score_codex":0.0027185536,"about_ca_topic_score_gemma":0.004001325,"teacher_disagreement_score":0.0027185536,"about_ca_system_score_codex":0.00027871493,"about_ca_system_score_gemma":0.00017891516,"threshold_uncertainty_score":0.0054157376},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Oxide; Constant (computer programming); Growth rate; Function (biology); Scale (ratio); Metal","score_opus":0.005501303115573266,"score_gpt":0.23665805591334324,"score_spread":0.23115675279776998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415418646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829487,0.00064215966,0.010924879,0.00017403225,0.00004962138,0.00003694355,0.0012552533,0.00036375358,0.0036047464],"genre_scores_gemma":[0.99255764,0.0003421196,0.0033616505,0.000043788736,0.000011617509,0.000033184013,0.00065241486,0.000100115816,0.0028974984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967444,0.00002571105,0.000013950728,0.0000687479,0.00010784323,0.00010936876],"domain_scores_gemma":[0.9993542,0.00020080726,0.000117499156,0.000101615886,0.00018951444,0.000036437465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034844675,0.00046845461,0.00038867237,0.00041796392,0.00028731307,0.0005274075,0.0006065597,0.0005171458,0.0034069116],"category_scores_gemma":[0.0011489744,0.00027847665,0.0002847315,0.0006779152,0.0004869249,0.00057705544,0.00016323963,0.0010456602,0.0006048171],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010925119,0.000109719804,0.0013648614,0.00014505601,0.000026538573,0.00019972687,0.00022575607,0.004037477,0.9857326,0.0010350347,0.00044059905,0.0055901683],"study_design_scores_gemma":[0.000017183203,0.00034742386,0.006056297,0.000009770277,0.000015175509,0.000099507335,0.00008413092,0.012819012,0.9792625,0.00015944717,0.0011096633,0.000019964767],"about_ca_topic_score_codex":0.0025298968,"about_ca_topic_score_gemma":0.003870231,"teacher_disagreement_score":0.0034069116,"about_ca_system_score_codex":0.00072518503,"about_ca_system_score_gemma":0.0003608206,"threshold_uncertainty_score":0.011397243},"labels":[],"label_agreement":null}]}