{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"b3d08fae14e0","filters":{"venue":"Tungsten"}},"results":[{"id":"W4400823406","doi":"10.1007/s42864-024-00286-w","title":"Structural engineering of high-entropy alloys for advanced electrocatalytic reactions","year":2024,"lang":"en","type":"article","venue":"Tungsten","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":30,"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":"High entropy alloys; Materials science; Thermodynamics; Nanotechnology; Metallurgy; Physics; Alloy","authors":[{"name":"Qiao Xie","is_ca":false},{"name":"Yingjie Yu","is_ca":false},{"name":"Haijun Zhang","is_ca":false},{"name":"Ya‐Ping Deng","is_ca":true},{"name":"Wen Lei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006418464161193779,"gpt":0.2149069099572461,"spread":0.2084884457960523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000190019,0.0003059157,0.000214083,0.0002834025,0.0003493881,0.0004538556,0.0003380348,0.0003236105,0.001368662],"category_scores_gemma":[0.0002484941,0.0002150369,0.0001601452,0.0001943291,0.0003660404,0.0004834632,0.0003130659,0.000581913,0.0003249107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009513,"about_ca_system_score_gemma":0.0003182152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004706629,"about_ca_topic_score_gemma":0.001436093,"domain_scores_codex":[0.9999245,0.000008012988,0.000003666879,0.000007862066,0.00004092668,0.00001505558],"domain_scores_gemma":[0.9999402,0.00001174567,0.00001053111,0.000008952549,0.0000211691,0.000007464017],"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":[0.0001296076,0.00009761028,0.0006694325,0.0004176544,0.0000245489,0.0001763623,0.0001679001,0.01103904,0.9265358,0.04812728,0.0004408488,0.01217397],"study_design_scores_gemma":[0.00003643618,0.0006581103,0.002225958,0.00004332284,0.00003238711,0.0002828336,0.0002310845,0.04510911,0.923315,0.01006295,0.01797689,0.00002592561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609095,0.002287259,0.01760888,0.0003322814,0.00009870081,0.00004038962,0.00006920101,0.00007247875,0.01858126],"genre_scores_gemma":[0.9894908,0.001098859,0.006311084,0.00002668349,0.00001530081,0.00002073432,0.00006228071,0.00003053142,0.002943776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001368662,"threshold_uncertainty_score":0.00457865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224283868","doi":"10.1007/s42864-022-00145-6","title":"First-principles study of substitutional solute and carbon interactions in tungsten","year":2022,"lang":"en","type":"article","venue":"Tungsten","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Tungsten; Vacancy defect; Carbon fibers; Binding energy; Diffusion; Impurity; Thermal diffusivity; Chemical physics; Materials science; Chemistry; Thermodynamics; Computational chemistry; Crystallography; Atomic physics; Metallurgy; Organic chemistry","authors":[{"name":"Xiang-Shan Kong","is_ca":false},{"name":"Chi Song","is_ca":false},{"name":"Liang Chen","is_ca":false},{"name":"Z.M. Xie","is_ca":false},{"name":"C.S. Liu","is_ca":false},{"name":"Jie Hou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04173793421022848,"gpt":0.2608090014082035,"spread":0.219071067197975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007440514,0.0005857485,0.001918683,0.0005563205,0.001586622,0.001184679,0.002585619,0.001715355,0.004213709],"category_scores_gemma":[0.0008455415,0.0006798801,0.0009138615,0.0006263533,0.001765695,0.001174741,0.001061159,0.001850766,0.0003970329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047489,"about_ca_system_score_gemma":0.001497209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006455316,"about_ca_topic_score_gemma":0.01031767,"domain_scores_codex":[0.9996085,0.00008037419,0.000007078255,0.00002364935,0.0001605343,0.0001200237],"domain_scores_gemma":[0.9995498,0.0002261153,0.00002808282,0.00006054647,0.00008919773,0.00004617832],"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":[0.0004860664,0.0006058868,0.001358838,0.001260139,0.0001443023,0.001264343,0.0006814949,0.5192887,0.0350886,0.4222357,0.005317158,0.01226877],"study_design_scores_gemma":[0.00009574315,0.00007807445,0.0007277009,0.00004127345,0.00001741814,0.00008050495,0.0001452464,0.9763116,0.003324788,0.01757743,0.001569714,0.00003049408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847587,0.002822237,0.04038308,0.002123838,0.0003535728,0.000188738,0.0002719897,0.000317517,0.0687804],"genre_scores_gemma":[0.9788414,0.0009815029,0.01030626,0.0003480331,0.00007190796,0.0001188319,0.0001343402,0.0001195743,0.009078222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006455316,"threshold_uncertainty_score":0.01409632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094843790","doi":"10.1007/s42864-020-00063-5","title":"Effects of helium on irradiation-induced phase instability in a NiCrFeTiNbAl alloy","year":2020,"lang":"en","type":"article","venue":"Tungsten","topic":"Fusion materials and technologies","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":"Queen's University","funders":"","keywords":"Helium; Materials science; Irradiation; Alloy; Superalloy; Precipitation; Transmission electron microscopy; Phase (matter); Radiochemistry; Analytical Chemistry (journal); Metallurgy; Atomic physics; Nanotechnology; Chemistry; Nuclear physics","authors":[{"name":"He Zhang","is_ca":true},{"name":"Zhongwen Yao","is_ca":true},{"name":"Marquis A. Kirk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02099331052853335,"gpt":0.2621990013180472,"spread":0.2412056907895139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750498,0.0001610805,0.0002763207,0.0003113725,0.0004390853,0.0003533087,0.0003470378,0.0003179607,0.002684624],"category_scores_gemma":[0.0008973556,0.0001344585,0.0001225082,0.0002907496,0.0004142831,0.0002362581,0.000238308,0.0002100933,0.0002510652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004433013,"about_ca_system_score_gemma":0.000283902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002487712,"about_ca_topic_score_gemma":0.002235821,"domain_scores_codex":[0.9998081,0.00004688048,0.00001277798,0.0000308913,0.00005130712,0.00005013852],"domain_scores_gemma":[0.9995177,0.0002522499,0.00006485848,0.00003792287,0.0001012794,0.00002599955],"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":[0.002373626,0.00003683804,0.001406205,0.00009191957,0.00001862654,0.0001892344,0.0002303417,0.0006927679,0.9921471,0.0002437965,0.00009819412,0.002471388],"study_design_scores_gemma":[0.00001977163,0.000334309,0.003330025,0.000008466447,0.00001343113,0.00004360376,0.00005973458,0.001221456,0.9941691,0.00003312682,0.0007597769,0.000007248078],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981256,0.0003118388,0.0002908532,0.00002661204,0.000008043061,0.000005855576,0.00005174,0.00002612965,0.00115331],"genre_scores_gemma":[0.9990118,0.00007265746,0.0001480137,0.00001006092,0.000002455704,0.000002459522,0.00004362885,0.00001968529,0.0006891552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002684624,"threshold_uncertainty_score":0.00898093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410758036","doi":"10.1007/s42864-025-00329-w","title":"Laser powder bed fusion of WC-Ni cermets: microstructural, phase and mechanical studies","year":2025,"lang":"en","type":"article","venue":"Tungsten","topic":"Advanced materials and composites","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":"Alberta Innovates; University of Alberta","funders":"","keywords":"Cermet; Materials science; Fusion; Metallurgy; Phase (matter); Laser; Composite material; Optics; Ceramic; Chemistry","authors":[{"name":"Shalini Singh","is_ca":true},{"name":"Kimberley Meszaros","is_ca":true},{"name":"Jinoop Arackal Narayanan","is_ca":false},{"name":"Shirin Dehgahi","is_ca":true},{"name":"Konda Gokuldoss Prashanth","is_ca":false},{"name":"Ahmed Jawad Qureshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009482350278570188,"gpt":0.2747508810901909,"spread":0.2652685308116207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694193,0.0001506616,0.0004193208,0.0003509314,0.000390898,0.0003487283,0.0003075208,0.0003924578,0.001773169],"category_scores_gemma":[0.0004230512,0.0002239478,0.0002341751,0.0004498209,0.0003926467,0.000427133,0.0002351091,0.0004001563,0.0003057206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00044744,"about_ca_system_score_gemma":0.0003633908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002579635,"about_ca_topic_score_gemma":0.004502642,"domain_scores_codex":[0.9997923,0.00001250246,0.00001186467,0.00004317821,0.00009736096,0.0000427132],"domain_scores_gemma":[0.9998289,0.00003970514,0.00004353456,0.0000241462,0.00005151996,0.00001218765],"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":[0.0003776648,0.00002852528,0.0006639241,0.00005394076,0.000007624431,0.00005676394,0.00008745719,0.000488615,0.9964113,0.0001636602,0.00008813319,0.001572474],"study_design_scores_gemma":[0.0000187477,0.0002758144,0.008178136,0.000004851826,0.00001170823,0.0001007505,0.0001292887,0.002767231,0.9874379,0.00004404864,0.001022757,0.000008879891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981908,0.0002561153,0.0004367108,0.00001850426,0.000007307624,0.000007534468,0.0001019248,0.00002126396,0.0009598357],"genre_scores_gemma":[0.9982423,0.00007225708,0.0003741393,0.000005407279,0.000001885091,0.00000554778,0.0001425729,0.00001284908,0.001143165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002579635,"threshold_uncertainty_score":0.005931854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}