{"meta":{"query_hash":"dfcb43462145","filters":{"venue":"High Entropy Alloys & Materials"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/dfcb43462145","api":"https://metacan.xera.ac/api/v1/cohort?venue=High+Entropy+Alloys+%26+Materials"},"results":[{"id":"W4387969844","doi":"10.1007/s44210-023-00022-y","title":"Microstructural and Micromechanical Analysis of Cold Sprayed CrMnCoFeNi High Entropy Cantor Alloy Coatings","year":2023,"lang":"en","type":"article","venue":"High Entropy Alloys & Materials","topic":"High Entropy Alloys Studies","field":"Engineering","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":"Memorial University of Newfoundland; McGill University","funders":"","keywords":"Materials science; Nanocrystalline material; Coating; Microstructure; Alloy; Transmission electron microscopy; Gas dynamic cold spray; Metallurgy; Scanning electron microscope; Composite material; Nanotechnology","score_opus":0.007476955189737542,"score_gpt":0.21735531467249686,"score_spread":0.20987835948275932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387969844","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":[0.99697757,0.0002184917,0.0008255382,0.000026344713,0.00001220107,0.0000115737175,0.00019249762,0.0000372904,0.0016984446],"genre_scores_gemma":[0.99766964,0.00005980262,0.0008236725,0.0000085201045,0.0000028096563,0.0000054122384,0.00010280371,0.000010450914,0.00131681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998122,0.0000045283455,0.0000058727587,0.000032014967,0.00010785172,0.00003753273],"domain_scores_gemma":[0.99980706,0.000033146775,0.000036415757,0.000021818667,0.000085472355,0.000016026304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014913299,0.0001582149,0.00022023627,0.00036711662,0.00044732034,0.00029741894,0.00028099457,0.00039025513,0.0032001552],"category_scores_gemma":[0.00027969398,0.00021030116,0.00021393773,0.00021921349,0.0003834495,0.00023523874,0.00015403755,0.0003715933,0.0002161851],"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":[0.00008204769,0.000011109413,0.000927322,0.000030000223,0.0000051614816,0.00008173328,0.00009926067,0.00052810996,0.99597126,0.00010437209,0.00010284905,0.0020567388],"study_design_scores_gemma":[0.000011935576,0.00031018181,0.10388936,0.000015033403,0.000019263474,0.00026906998,0.0003535162,0.013281979,0.8792644,0.000072880706,0.0024866166,0.000025751897],"about_ca_topic_score_codex":0.008303994,"about_ca_topic_score_gemma":0.017426368,"teacher_disagreement_score":0.008303994,"about_ca_system_score_codex":0.00059703254,"about_ca_system_score_gemma":0.00031775408,"threshold_uncertainty_score":0.016511321},"labels":[],"label_agreement":null},{"id":"W4388501342","doi":"10.1007/s44210-023-00020-0","title":"An Experimental High-Throughput to High-Fidelity Study Towards Discovering Al–Cr Containing Corrosion-Resistant Compositionally Complex Alloys","year":2023,"lang":"en","type":"article","venue":"High Entropy Alloys & Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Office of Naval Research Global; Brookhaven National Laboratory; U.S. Department of Energy; Division of Electrical, Communications and Cyber Systems; Eyring Materials Center, Arizona State University; Arizona State University; Multidisciplinary University Research Initiative; Johns Hopkins University; Office of Science; National Institute of Standards and Technology; Office of Naval Research; Center for Nanoscale Science and Technology; Division of Materials Sciences and Engineering; National Science Foundation","keywords":"Corrosion; Alloy; Materials science; Passivation; Stoichiometry; Oxide; Electrochemistry; Metallurgy; Pitting corrosion; Composite material; Electrode; Layer (electronics); Chemistry","score_opus":0.023824458512050384,"score_gpt":0.2982213970218408,"score_spread":0.2743969385097904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388501342","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":[0.8549445,0.005742856,0.098263256,0.0019313184,0.00043368392,0.00078750425,0.011471448,0.0021964891,0.024228906],"genre_scores_gemma":[0.9546889,0.0023846175,0.03403989,0.00033527703,0.00005500997,0.00029577428,0.0027744966,0.00009357414,0.0053325174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996216,0.00004116162,0.000021123522,0.000076815595,0.00018725607,0.000052053216],"domain_scores_gemma":[0.9997271,0.000077467885,0.000057644178,0.000052274172,0.00006862489,0.000016836479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006454985,0.0005601971,0.00047668192,0.00041022353,0.00026395207,0.00049138564,0.0005746832,0.00065393955,0.0076665278],"category_scores_gemma":[0.00051608804,0.00025774137,0.00032683002,0.00044362448,0.0003413925,0.00046426634,0.00046219188,0.0009892526,0.0015793834],"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":[0.00013031461,0.000120802215,0.00032778966,0.0004812942,0.000024187737,0.00011061957,0.000036725214,0.0014154054,0.98661,0.0010014941,0.0018650328,0.007876212],"study_design_scores_gemma":[0.000025647381,0.00047933395,0.0013456023,0.000023664456,0.000022042075,0.00010729667,0.00005933718,0.0063811224,0.98362434,0.00046989898,0.0074436404,0.000018055309],"about_ca_topic_score_codex":0.00038278478,"about_ca_topic_score_gemma":0.0010427252,"teacher_disagreement_score":0.0076665278,"about_ca_system_score_codex":0.0003619313,"about_ca_system_score_gemma":0.00024745573,"threshold_uncertainty_score":0.025647104},"labels":[],"label_agreement":null},{"id":"W4397032383","doi":"10.1007/s44210-024-00035-1","title":"Laser Powder Bed Fusion Printing of CoCrFeMnNi High Entropy Alloy: Processing, Microstructure, and Mechanical Properties","year":2024,"lang":"en","type":"article","venue":"High Entropy Alloys & Materials","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of National Defence; BC Innovation Council; McGill University; National Research Council Canada","funders":"National Research Council Canada","keywords":"Materials science; Microstructure; Ultimate tensile strength; Equiaxed crystals; Porosity; Composite material; Electron backscatter diffraction; Alloy; Hot isostatic pressing; Anisotropy; Scanning electron microscope; Optics","score_opus":0.008343354285544675,"score_gpt":0.20918016825823843,"score_spread":0.20083681397269376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397032383","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":[0.9914629,0.0005324039,0.005315024,0.000019761743,0.00002096167,0.000018862902,0.00021550649,0.00013159822,0.0022829764],"genre_scores_gemma":[0.9909757,0.00011318213,0.00708016,0.0000071529344,0.0000052990636,0.000009696119,0.00014515323,0.000034755245,0.0016289345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983025,0.00000900071,0.000013275687,0.00003886618,0.000086188105,0.000022502045],"domain_scores_gemma":[0.9998735,0.000021439995,0.000034120967,0.000023158298,0.000033404856,0.000014385321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017564154,0.00018800757,0.0002447825,0.00042231096,0.000120054145,0.0002520038,0.00019500009,0.0002332139,0.00085766],"category_scores_gemma":[0.00019285959,0.0001325898,0.00022741406,0.00038032405,0.0001445675,0.00012077557,0.000105624385,0.00015560919,0.00024171213],"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":[0.00004358429,0.0000084068815,0.00021475293,0.000027990649,0.00000253076,0.000071089074,0.000014346638,0.00034540443,0.9955323,0.00003255086,0.000023156452,0.0036839223],"study_design_scores_gemma":[0.0000033234662,0.0001327254,0.008553067,0.0000028986738,0.000012188183,0.00015134214,0.000013523833,0.0023778363,0.9876522,0.000009493714,0.0010850453,0.0000062943086],"about_ca_topic_score_codex":0.0010345589,"about_ca_topic_score_gemma":0.0029045758,"teacher_disagreement_score":0.0010345589,"about_ca_system_score_codex":0.00024991736,"about_ca_system_score_gemma":0.00011967547,"threshold_uncertainty_score":0.0028691292},"labels":[],"label_agreement":null},{"id":"W4399391694","doi":"10.1007/s44210-024-00038-y","title":"Exploring Nanocrystalline High Entropy Alloys Fabricated via Mechanical Alloying (MA) and Spark Plasma Sintering (SPS): A Review","year":2024,"lang":"en","type":"review","venue":"High Entropy Alloys & Materials","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":16,"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 New Brunswick","funders":"","keywords":"Spark plasma sintering; Nanocrystalline material; Materials science; High entropy alloys; Metallurgy; Plasma; Sintering; Composite material; Microstructure; Nanotechnology","score_opus":0.06155373745341934,"score_gpt":0.2766450808275933,"score_spread":0.21509134337417396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399391694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005496757,0.9981375,0.00025058613,0.00007573633,0.000091300666,0.0000063889097,0.000021227059,0.000005069476,0.000862537],"genre_scores_gemma":[0.0018473834,0.9969562,0.00039548703,0.00007712317,0.000054511172,0.000009553911,0.00002718473,0.000001966352,0.000630621],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99989116,0.000010750219,0.0000124629105,0.000026581432,0.00004605263,0.000013010533],"domain_scores_gemma":[0.99982905,0.000086893895,0.000026196465,0.000005860381,0.00004208704,0.0000098695755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039595962,0.0008780654,0.0010133606,0.0018999757,0.00026869,0.0008144734,0.00058801245,0.0007775786,0.0019393889],"category_scores_gemma":[0.00048512925,0.00040803032,0.0005532707,0.0018493157,0.00025813215,0.0010800173,0.00059730094,0.00073019986,0.00085730455],"study_design_candidate":"not_applicable","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":[0.00013643333,0.0001682514,0.00042047992,0.053976927,0.00019805397,0.00027569753,0.00014225364,0.00087650464,0.025758686,0.007932569,0.011541572,0.89857244],"study_design_scores_gemma":[0.000026578731,0.00029811583,0.0013407149,0.004991716,0.00039581262,0.0010758697,0.00017486743,0.00037859884,0.013554378,0.002982027,0.9747322,0.000049097183],"about_ca_topic_score_codex":0.00094913936,"about_ca_topic_score_gemma":0.0021245102,"teacher_disagreement_score":0.0019393889,"about_ca_system_score_codex":0.00031899064,"about_ca_system_score_gemma":0.0009010968,"threshold_uncertainty_score":0.006487906},"labels":[],"label_agreement":null},{"id":"W4407086293","doi":"10.1007/s44210-025-00053-7","title":"Propelling Gas Influence on the Deposition of AlCoCrFeNi High-Entropy Alloy Particles on a Steel Substrate Using Cold Spray","year":2025,"lang":"en","type":"article","venue":"High Entropy Alloys & Materials","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Ottawa; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Ocean Frontier Institute; New Brunswick Innovation Foundation; Canada Foundation for Innovation","keywords":"Materials science; Alloy; Gas dynamic cold spray; Deposition (geology); Substrate (aquarium); Metallurgy; Composite material; Chemical engineering; Coating; Engineering","score_opus":0.01311469241993781,"score_gpt":0.2316770939149491,"score_spread":0.21856240149501127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407086293","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":[0.99780315,0.00030692754,0.00049813435,0.000026438593,0.000017587798,0.000006439459,0.000051294453,0.000034727957,0.001255269],"genre_scores_gemma":[0.9982955,0.00017025098,0.0006001036,0.000012758136,0.000005037096,0.0000042525558,0.000040940467,0.0000135807695,0.00085760903],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985826,0.000008085657,0.0000073769315,0.000030350624,0.000053709056,0.00004211208],"domain_scores_gemma":[0.9998275,0.000057432717,0.000035842208,0.000017381451,0.000045513207,0.000016217668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015434204,0.0002258395,0.00022443093,0.00020545973,0.0002652576,0.00029175004,0.0002931408,0.00029269423,0.0019104569],"category_scores_gemma":[0.00030910745,0.00021360061,0.00023042322,0.00017914905,0.000244442,0.00026723073,0.00018631351,0.00036676505,0.00025610992],"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":[0.00009428115,0.000009328397,0.0002701552,0.000061356644,0.0000058674614,0.00012727891,0.00009737819,0.00017399318,0.9975442,0.00009270127,0.00007665376,0.0014467739],"study_design_scores_gemma":[0.000007970814,0.00012909641,0.002929938,0.0000052149194,0.0000088634015,0.00006047477,0.00006449169,0.0023465382,0.9938746,0.000015964883,0.00054902374,0.000007838225],"about_ca_topic_score_codex":0.0019610696,"about_ca_topic_score_gemma":0.003936572,"teacher_disagreement_score":0.0019610696,"about_ca_system_score_codex":0.00026231457,"about_ca_system_score_gemma":0.00016579973,"threshold_uncertainty_score":0.006391108},"labels":[],"label_agreement":null},{"id":"W4412174388","doi":"10.1007/s44210-025-00061-7","title":"Effect of Elemental Concentration on Microstructure, Mechanical, and Tribological Properties of (AlNbSiTiZr)N Thin Films","year":2025,"lang":"en","type":"article","venue":"High Entropy Alloys & Materials","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Microstructure; Tribology; Materials science; Thin film; Metallurgy; Composite material; Nanotechnology","score_opus":0.006183917750463962,"score_gpt":0.20900151452810187,"score_spread":0.20281759677763792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412174388","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":[0.9988268,0.0002501556,0.00011426392,0.00002248302,0.000007040653,0.0000027860415,0.000059438244,0.000006748052,0.0007102326],"genre_scores_gemma":[0.9984296,0.00016817122,0.0003149739,0.00001811452,0.000003949523,0.000004849415,0.00005211271,0.000008529011,0.0009996523],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998845,0.000011530827,0.000009671357,0.000029392086,0.000040064067,0.0000249164],"domain_scores_gemma":[0.9998093,0.00006905729,0.00003413736,0.000014621986,0.000056383993,0.000016556307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013866891,0.0001385229,0.00017766075,0.00015932033,0.00021361669,0.00031722407,0.00023020957,0.00023646386,0.0018870743],"category_scores_gemma":[0.00046694552,0.00023575091,0.00009991745,0.00014050638,0.0001840613,0.00020744986,0.00012037763,0.00017489868,0.00014837596],"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":[0.00029333783,0.000015520796,0.0008304199,0.00003756547,0.000010653836,0.00009879821,0.00003294199,0.0002342577,0.99726886,0.000047743088,0.000036901372,0.001092932],"study_design_scores_gemma":[0.00001498158,0.00019427927,0.00792614,0.000006370135,0.000023076194,0.00006333333,0.00006556553,0.0014393692,0.98974496,0.00001803735,0.00049838884,0.00000547721],"about_ca_topic_score_codex":0.0026052909,"about_ca_topic_score_gemma":0.0054419455,"teacher_disagreement_score":0.0026052909,"about_ca_system_score_codex":0.0002788204,"about_ca_system_score_gemma":0.00013270213,"threshold_uncertainty_score":0.0063129067},"labels":[],"label_agreement":null}]}