{"meta":{"query_hash":"b3d08fae14e0","filters":{"venue":"Tungsten"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/b3d08fae14e0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Tungsten"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.020993310528533354,"score_gpt":0.26219900131804724,"score_spread":0.2412056907895139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094843790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978675,0.000028930841,0.0000026341986,0.0011163019,0.000211931,0.00031394995,0.000016670023,0.00014089285,0.0003011659],"genre_scores_gemma":[0.9993816,0.0000071382988,0.00024525984,0.00028330513,0.0000380851,0.000026941607,0.000002611206,0.000008705132,0.0000063281423],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902475,0.00007740919,0.000286999,0.0002635797,0.00017133451,0.00017590044],"domain_scores_gemma":[0.9994916,0.0001263661,0.00010824777,0.00019394612,0.000028493108,0.000051352778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021001342,0.00011026399,0.0002575757,0.000049364837,0.000025528583,0.000021000185,0.0002424139,0.000085486994,0.00022600965],"category_scores_gemma":[0.00058600336,0.00009099443,0.000036387133,0.00017771854,0.00004857548,0.00007720506,0.000109232424,0.00007088061,0.00012534627],"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":[0.00017185458,0.00015727263,0.00021767232,0.00012951906,0.0000016133104,0.000010700667,0.00030041387,0.000008123816,0.99778104,0.0004380985,0.00008643645,0.000697227],"study_design_scores_gemma":[0.0014188434,0.00054692867,0.016569559,0.000029657838,0.000004920678,4.4378848e-7,0.000061730374,0.00011730511,0.9807216,0.00021957424,0.00020755967,0.00010190109],"about_ca_topic_score_codex":0.00010029081,"about_ca_topic_score_gemma":0.0000088304,"teacher_disagreement_score":0.017059492,"about_ca_system_score_codex":0.000026479014,"about_ca_system_score_gemma":0.000032961387,"threshold_uncertainty_score":0.3710645},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04173793421022848,"score_gpt":0.26080900140820346,"score_spread":0.21907106719797498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224283868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809587,0.000084825086,8.758594e-7,0.00024580496,0.00040185553,0.00024284718,0.00003182877,0.000075506905,0.00082056876],"genre_scores_gemma":[0.99945796,0.000009296837,0.00017724358,0.00001410561,0.000017144293,0.00011253885,0.0000031231452,0.000007202651,0.00020140645],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990322,0.00006605861,0.00029367357,0.00023325469,0.00021874257,0.0001560753],"domain_scores_gemma":[0.9995599,0.00006471332,0.000112998525,0.00021379009,0.000025936542,0.000022665794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031659022,0.000091357884,0.00019550411,0.00015329655,0.00016980802,0.000023716026,0.00022993928,0.000018200351,0.00058127753],"category_scores_gemma":[0.00005269501,0.00008385238,0.000017906767,0.00016512246,0.00008137687,0.00007905087,0.00067609065,0.00009762306,0.000004808134],"study_design_candidate":"observational","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":[0.00034879247,0.0016830129,0.12601253,0.00011916169,0.000035824876,0.00013189866,0.006055246,0.017703813,0.8383268,0.009121841,0.00024835722,0.00021271664],"study_design_scores_gemma":[0.0037572295,0.0013550556,0.91104275,0.000090226684,0.00007328624,0.00014942505,0.026204653,0.010050537,0.035365205,0.0029989893,0.008179656,0.00073298224],"about_ca_topic_score_codex":0.0018877379,"about_ca_topic_score_gemma":0.00136321,"teacher_disagreement_score":0.8029616,"about_ca_system_score_codex":0.000055220742,"about_ca_system_score_gemma":0.000026016913,"threshold_uncertainty_score":0.63645816},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"High entropy alloys; Materials science; Thermodynamics; Nanotechnology; Metallurgy; Physics; Alloy","score_opus":0.006418464161193779,"score_gpt":0.21490690995724607,"score_spread":0.2084884457960523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400823406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578762,0.00463056,0.031471487,0.00025012874,0.002332875,0.00067471294,0.000098254626,0.0020278634,0.000637929],"genre_scores_gemma":[0.9951693,0.00008778589,0.0040182564,0.000003975098,0.00015941182,0.00007541892,0.00002808297,0.00006406556,0.0003937162],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991853,0.0000032754697,0.00023546949,0.00016334471,0.000109034314,0.00030352312],"domain_scores_gemma":[0.9996212,0.000117880074,0.000016371814,0.0001631289,0.000035439105,0.0000459715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004397676,0.0001644263,0.00022131338,0.000118304495,0.00003439586,0.000021665719,0.00010917005,0.000044652756,0.000021940481],"category_scores_gemma":[0.00004216183,0.00015719583,0.0000944677,0.000193981,0.000017433124,0.00015524488,0.000020336962,0.00012388041,0.000020435331],"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":[0.00003029806,0.000008776047,0.00003768036,0.0015579154,0.0007741656,0.000011996852,0.0004988294,0.1959555,0.74063003,0.056018658,0.0021005543,0.0023756167],"study_design_scores_gemma":[0.0011911255,0.00026874308,0.002044255,0.00039735966,0.00034940758,0.000054092056,0.00013246434,0.7449026,0.20328794,0.0020495611,0.04444258,0.0008798646],"about_ca_topic_score_codex":0.000012108834,"about_ca_topic_score_gemma":0.0000059509903,"teacher_disagreement_score":0.5489471,"about_ca_system_score_codex":0.00011566249,"about_ca_system_score_gemma":0.000012548543,"threshold_uncertainty_score":0.64102596},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009482350278570188,"score_gpt":0.27475088109019086,"score_spread":0.26526853081162066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410758036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99674356,0.0023513855,0.00017216698,0.000055686094,0.0003007671,0.00008489421,0.000020237218,0.00007604364,0.00019523955],"genre_scores_gemma":[0.99778473,0.00039685584,0.0015479323,0.000051354906,0.000023799268,0.000005642133,0.000005867862,0.00000985685,0.00017395568],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995907,0.000008859891,0.00015474971,0.00009859785,0.00004207867,0.00010503937],"domain_scores_gemma":[0.9997991,0.000030832216,0.00001891373,0.00010107429,0.000029200188,0.000020890593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003238585,0.00009463753,0.00020370618,0.000036982874,0.000031307456,0.000010370449,0.000053217045,0.00003531981,0.00002969146],"category_scores_gemma":[0.000011126616,0.000076948316,0.00002113729,0.000062759245,0.000029321594,0.000055141147,0.0000742575,0.000038449114,0.0000019548206],"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":[0.000025675814,0.000010961258,0.000022556758,0.00013080402,0.00006392898,0.0000025771064,0.00008986856,0.000039709117,0.9922849,0.0004299988,0.0006336235,0.006265381],"study_design_scores_gemma":[0.0009883726,0.000056646382,0.0002022809,0.00009724585,0.0000488363,0.000004307154,0.00019964427,0.0005653488,0.99387634,0.002408597,0.0014315431,0.00012082425],"about_ca_topic_score_codex":0.000003546235,"about_ca_topic_score_gemma":0.000002389764,"teacher_disagreement_score":0.0061445567,"about_ca_system_score_codex":0.000012578835,"about_ca_system_score_gemma":0.000003038739,"threshold_uncertainty_score":0.31378615},"labels":[],"label_agreement":null}]}