{"meta":{"query_hash":"12ab09384326","filters":{"venue":"Russian Journal of Non-Ferrous Metals"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/12ab09384326","api":"https://metacan.xera.ac/api/v1/cohort?venue=Russian+Journal+of+Non-Ferrous+Metals"},"results":[{"id":"W1964250738","doi":"10.3103/s1067821210020045","title":"Investigation of the kinetics of cobalt decarburization in a direct-current arc furnace","year":2010,"lang":"en","type":"article","venue":"Russian Journal of Non-Ferrous Metals","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nickel Institute","funders":"","keywords":"Decarburization; Cobalt; Metallurgy; Dissolution; Diffusion; Kinetics; Materials science; Carbon fibers; Metal; Electric arc furnace; Saturation (graph theory); Oxygen; Atmospheric temperature range; Activation energy; Diffusion layer; Chemistry; Analytical Chemistry (journal); Layer (electronics); Thermodynamics; Composite material","score_opus":0.010770451874279573,"score_gpt":0.22648125987471895,"score_spread":0.21571080800043937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964250738","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":[0.99300486,0.0016457359,0.002774187,0.000046961897,0.000014370319,0.0000210136,0.00014399203,0.00010583784,0.002243063],"genre_scores_gemma":[0.9971886,0.00046519146,0.0013885587,0.000008350685,0.0000043659443,0.0000051842526,0.00011097886,0.000016669412,0.00081213814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999705,0.000021505344,0.000012235791,0.00007911801,0.0001337351,0.000048385555],"domain_scores_gemma":[0.9997423,0.000090933325,0.000034203702,0.000022362343,0.00008417822,0.000026029242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024928147,0.00028709925,0.0006219225,0.0003000354,0.0002493188,0.00047221594,0.0004349254,0.0002775955,0.00082309474],"category_scores_gemma":[0.00051645684,0.0001808466,0.00019368333,0.00034255738,0.0002449053,0.00024752747,0.00014562854,0.00041739116,0.0002344423],"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":[0.00037780084,0.00004074243,0.0021992964,0.00018859118,0.000013599546,0.0001269046,0.00010454591,0.0004955468,0.99072284,0.00012433132,0.00006498061,0.0055408734],"study_design_scores_gemma":[0.00001786805,0.00022883715,0.0073632686,0.000006386367,0.000017537313,0.00018559936,0.000049742226,0.004275369,0.98625076,0.000029458986,0.001566289,0.000008892963],"about_ca_topic_score_codex":0.0030598901,"about_ca_topic_score_gemma":0.0027324618,"teacher_disagreement_score":0.0030598901,"about_ca_system_score_codex":0.00046255835,"about_ca_system_score_gemma":0.00036527336,"threshold_uncertainty_score":0.006084144},"labels":[],"label_agreement":null},{"id":"W2007279540","doi":"10.3103/s1067821209040245","title":"Stages of powder metallurgy at OAO AVTOVAZ","year":2009,"lang":"en","type":"article","venue":"Russian Journal of Non-Ferrous Metals","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Powder metallurgy; Metallurgy; Quarter (Canadian coin); Window (computing); Engineering; Materials science; Archaeology; History; Computer science; Microstructure; World Wide Web","score_opus":0.011098688647903714,"score_gpt":0.2355308732924362,"score_spread":0.22443218464453246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007279540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10826618,0.042033374,0.0068907975,0.014004331,0.008548536,0.00028151192,0.001157476,0.00053079095,0.81828696],"genre_scores_gemma":[0.46990174,0.013484165,0.0051646377,0.00083498383,0.0009743646,0.00008599856,0.0007964497,0.00035266677,0.50840497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99920124,0.00008004814,0.000027823016,0.00014188892,0.00036253966,0.00018636457],"domain_scores_gemma":[0.999806,0.000018475755,0.000029749093,0.000019087889,0.000055478802,0.00007129655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009116021,0.0004099442,0.0002339707,0.0012235851,0.0031393766,0.0034055484,0.00042434968,0.0010226532,0.019453809],"category_scores_gemma":[0.00089937873,0.00032767802,0.00036568954,0.0006001399,0.0014698509,0.0013794235,0.0030567849,0.0019171287,0.004831237],"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":[0.0013643644,0.00027651893,0.009705511,0.0007547574,0.00005439334,0.001850671,0.0058238953,0.0015166567,0.01735725,0.4679418,0.1710144,0.3223398],"study_design_scores_gemma":[0.000011736943,0.000110012326,0.006615452,0.00017600704,0.000004365936,0.00032564942,0.00036329494,0.00010343398,0.0034843765,0.0049408344,0.9838514,0.000013456855],"about_ca_topic_score_codex":0.0057134083,"about_ca_topic_score_gemma":0.011646224,"teacher_disagreement_score":0.019453809,"about_ca_system_score_codex":0.0033413488,"about_ca_system_score_gemma":0.0019857045,"threshold_uncertainty_score":0.06507945},"labels":[],"label_agreement":null},{"id":"W2060321929","doi":"10.3103/s1067821212020071","title":"On conversion coating treatments to replace chromating for Al alloys: Recent developments and possible future directions","year":2012,"lang":"en","type":"article","venue":"Russian Journal of Non-Ferrous Metals","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":89,"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 British Columbia","funders":"","keywords":"Chromate conversion coating; Anodizing; Conversion coating; Coating; Materials science; Metallurgy; Nanotechnology; Aluminium","score_opus":0.02470011336571924,"score_gpt":0.301503087993538,"score_spread":0.2768029746278187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060321929","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":[0.006722822,0.9864114,0.0024283214,0.0006387691,0.00016693979,0.00002100493,0.000028506369,0.00003372873,0.003548521],"genre_scores_gemma":[0.026014293,0.9654258,0.0043671834,0.0005058126,0.00037744897,0.000024216059,0.00008507339,0.000015964022,0.0031841719],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997092,0.0000430732,0.000026653655,0.00008942705,0.00009201103,0.000039593764],"domain_scores_gemma":[0.999532,0.00018916422,0.000085683685,0.000020947427,0.00014731492,0.000024929073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041445,0.0007784134,0.00076272915,0.0009990366,0.0002268696,0.00092934776,0.00079553586,0.0012615223,0.003508583],"category_scores_gemma":[0.00049564533,0.00028054405,0.0005940877,0.0011368451,0.00047628494,0.0014309768,0.0004249314,0.00076864153,0.001205313],"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":[0.00023631082,0.0003397665,0.0010405395,0.018477576,0.00013604062,0.00043370985,0.00026847693,0.0014593126,0.07167965,0.00574079,0.004818615,0.89536923],"study_design_scores_gemma":[0.00007078498,0.003442661,0.00842628,0.0034544382,0.0006216987,0.0029405528,0.00092290563,0.0031042614,0.14086048,0.0072295116,0.82877755,0.00014893585],"about_ca_topic_score_codex":0.00095534686,"about_ca_topic_score_gemma":0.0016198154,"teacher_disagreement_score":0.003508583,"about_ca_system_score_codex":0.0004162512,"about_ca_system_score_gemma":0.0005820315,"threshold_uncertainty_score":0.011737406},"labels":[],"label_agreement":null},{"id":"W3113116567","doi":"10.3103/s1067821221010168","title":"Comparative Study of Superelastic Ti–Zr–Nb and Commercial VT6 Alloy Billets by QForm Simulation","year":2021,"lang":"en","type":"article","venue":"Russian Journal of Non-Ferrous Metals","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Alloy; Deformation (meteorology); Forging; Elongation; Metallurgy; Composite material; Ultimate tensile strength","score_opus":0.023555396551205036,"score_gpt":0.27712515641373037,"score_spread":0.25356975986252533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113116567","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":[0.98162526,0.000050138555,0.010063432,0.000043510438,0.000010846336,0.00003922677,0.00044482003,0.0002041275,0.0075186044],"genre_scores_gemma":[0.99120563,0.000046970603,0.006886661,0.00001296704,0.0000018901445,0.00003594684,0.00027066524,0.000052134863,0.001487089],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985945,0.00003458388,0.000006042316,0.000015963959,0.00005219979,0.00003164767],"domain_scores_gemma":[0.9997017,0.0001555386,0.00003387216,0.000031972922,0.00006175539,0.000015161414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002922233,0.00040310153,0.00050535443,0.0004616246,0.0002274288,0.0004141333,0.00074535393,0.00072126026,0.003359071],"category_scores_gemma":[0.00059346715,0.00025694518,0.000531458,0.00036887685,0.0002541971,0.00022005364,0.00016182964,0.00021199528,0.00030524677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009375912,0.000049178227,0.0019370398,0.000052223593,0.000018355542,0.000111117995,0.000049068414,0.9850653,0.009186235,0.00060614524,0.00013734019,0.002694259],"study_design_scores_gemma":[0.000009220607,0.00005642654,0.0010386177,0.0000034756367,0.000004535182,0.0000140259735,0.000021705835,0.996089,0.0024204624,0.000062512896,0.00027494555,0.0000050407325],"about_ca_topic_score_codex":0.00995551,"about_ca_topic_score_gemma":0.007121054,"teacher_disagreement_score":0.00995551,"about_ca_system_score_codex":0.00057039916,"about_ca_system_score_gemma":0.000409123,"threshold_uncertainty_score":0.01979512},"labels":[],"label_agreement":null},{"id":"W4410199723","doi":"10.1134/s1067821224600649","title":"Influence of Heat Treatment on Electrochemical Corrosion Behavior of Cold Rolled Complex Cu-Based Alloy","year":2024,"lang":"en","type":"article","venue":"Russian Journal of Non-Ferrous Metals","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Alloy; Corrosion; Materials science; Electrochemistry; Metallurgy; Electrode; Chemistry; Physical chemistry","score_opus":0.02352376300018542,"score_gpt":0.2957971713483919,"score_spread":0.27227340834820646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410199723","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":[0.998099,0.00093538093,0.00047977624,0.000020302996,0.000018574941,0.000007712537,0.000094842355,0.000026128851,0.00031824477],"genre_scores_gemma":[0.9986909,0.00020787424,0.0004824724,0.000012317897,0.000005035503,0.000005582858,0.00007645318,0.000010102282,0.0005093621],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997793,0.000027394024,0.000019773785,0.000050126466,0.00007793129,0.00004542134],"domain_scores_gemma":[0.99969876,0.00006320238,0.000062731655,0.000038971666,0.00010876968,0.00002757876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016900287,0.00025576953,0.00040731987,0.00019510926,0.00016266054,0.00029866604,0.0001917413,0.00029481234,0.00087459607],"category_scores_gemma":[0.0004664424,0.00019573086,0.00027087994,0.00022624512,0.00019123117,0.00019269473,0.00010629276,0.0003520187,0.00016717432],"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":[0.00030433486,0.000016011087,0.00073771423,0.000082057675,0.000018663563,0.00007885805,0.000060797523,0.00020989223,0.99650675,0.000015995185,0.0000379616,0.001931002],"study_design_scores_gemma":[0.0000068045906,0.0004484253,0.017152047,0.0000070476926,0.000031769607,0.000070697155,0.00006344261,0.000843449,0.9807293,0.00000872744,0.00062797585,0.000010387801],"about_ca_topic_score_codex":0.0022423537,"about_ca_topic_score_gemma":0.003784348,"teacher_disagreement_score":0.0022423537,"about_ca_system_score_codex":0.000244811,"about_ca_system_score_gemma":0.00011603657,"threshold_uncertainty_score":0.0044585466},"labels":[],"label_agreement":null}]}