{"meta":{"query_hash":"8234188b0862","filters":{"venue":"The Physics of Metals and Metallography"},"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/8234188b0862","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Physics+of+Metals+and+Metallography"},"results":[{"id":"W1975635594","doi":"10.1134/s0031918x15040158","title":"Investigation of the structure stability and superelastic behavior of thermomechanically treated Ti-Nb-Zr and Ti-Nb-Ta shape-memory alloys","year":2015,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":21,"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; Université du Québec à Montréal","funders":"","keywords":"Materials science; Shape-memory alloy; Residual stress; Diffusionless transformation; Modulus; Alloy; Ultimate tensile strength; Martensite; Titanium alloy; Pseudoelasticity; Young's modulus; Composite material; Metallurgy; Elastic modulus; Yield (engineering); Microstructure","score_opus":0.034950815496481207,"score_gpt":0.22154353434500773,"score_spread":0.18659271884852652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975635594","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":[0.9982998,0.0005178908,0.00068335864,0.000012968067,0.000008621352,0.000005990671,0.00006987349,0.000014906862,0.0003867562],"genre_scores_gemma":[0.99821377,0.00015157984,0.00064243906,0.000009008992,0.0000041987378,0.000010086878,0.00010479681,0.000011466364,0.0008527452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984396,0.000011981641,0.000011298267,0.000028895744,0.00007222548,0.000031598593],"domain_scores_gemma":[0.99981743,0.000020339694,0.000061799474,0.000026931793,0.000053198273,0.000020315387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001474014,0.00023332464,0.00022354761,0.00030014725,0.0001763023,0.0001935351,0.0003357516,0.00026700075,0.000960077],"category_scores_gemma":[0.00028740047,0.00022151142,0.00022493672,0.00026299976,0.0002423338,0.00022718152,0.0001393412,0.00023131912,0.00018283323],"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":[0.00004700168,0.000008082872,0.00032929028,0.000020305499,0.0000043765217,0.00003222006,0.000034145272,0.00016941506,0.9984249,0.0000280349,0.000008984134,0.00089326437],"study_design_scores_gemma":[0.0000058966157,0.00017729131,0.0121869715,0.0000028700615,0.00001530725,0.00010746485,0.000071911156,0.0017770486,0.98480356,0.00002237148,0.00082062685,0.000008793744],"about_ca_topic_score_codex":0.001443083,"about_ca_topic_score_gemma":0.0022733016,"teacher_disagreement_score":0.001443083,"about_ca_system_score_codex":0.0002479867,"about_ca_system_score_gemma":0.00017785805,"threshold_uncertainty_score":0.0032117963},"labels":[],"label_agreement":null},{"id":"W1979486677","doi":"10.1134/s0031918x10060037","title":"Forced motion of solitary domains and domain walls in the field of a nonlinear magnetization wave","year":2010,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":4,"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":"Indigenous and Northern Affairs Canada","keywords":"Magnetization; Physics; Condensed matter physics; Breather; Precession; Nonlinear system; Soliton; Domain wall (magnetism); Anisotropy; Field (mathematics); Ferromagnetism; Classical mechanics; Magnetic field; Quantum mechanics; Mathematics","score_opus":0.0055625778650735,"score_gpt":0.23116187927848147,"score_spread":0.22559930141340798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979486677","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":[0.9823168,0.000114593684,0.014352928,0.00011460068,0.000017100654,0.000011119333,0.000021902524,0.0000266365,0.0030242868],"genre_scores_gemma":[0.99125916,0.00006512985,0.0061215735,0.000014665115,0.000008307335,0.000016266493,0.000023222276,0.000008405964,0.002483235],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995553,0.000010390311,0.0000023760795,0.0000073745055,0.000014104891,0.000010299292],"domain_scores_gemma":[0.9998259,0.0000627713,0.0000437764,0.0000177508,0.000022844577,0.000027039801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013493498,0.00013858076,0.00018042754,0.00025209226,0.00036672797,0.0005279004,0.00029658843,0.00038255236,0.0012401332],"category_scores_gemma":[0.0006841681,0.00015881451,0.00015535508,0.0001222269,0.00093392003,0.0005381813,0.00044828356,0.00031549044,0.00012585598],"study_design_candidate":"simulation_or_modeling","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":[0.0005612484,0.000121141646,0.0093960455,0.000329256,0.00009338773,0.0029020866,0.0010898049,0.15575515,0.4347517,0.37408954,0.0010844371,0.019826185],"study_design_scores_gemma":[0.0001069271,0.00010525329,0.0035806787,0.000020214433,0.000014654274,0.0005125501,0.00019472046,0.9225117,0.03488323,0.037115484,0.00091903465,0.00003564599],"about_ca_topic_score_codex":0.0009777979,"about_ca_topic_score_gemma":0.0009030729,"teacher_disagreement_score":0.0012401332,"about_ca_system_score_codex":0.00030971898,"about_ca_system_score_gemma":0.0003060712,"threshold_uncertainty_score":0.004148662},"labels":[],"label_agreement":null},{"id":"W1998453169","doi":"10.1134/s0031918x11050206","title":"Structure formation during thermomechanical processing of Ti-Nb-(Zr, Ta) alloys and the manifestation of the shape-memory effect","year":2011,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Substructure; Materials science; Annealing (glass); R-Phase; Thermomechanical processing; Shape-memory alloy; Nanocrystalline material; Recrystallization (geology); Atmospheric temperature range; Alloy; Pseudoelasticity; Metallurgy; Crystallography; Martensite; Composite material; Microstructure; Thermodynamics; Chemistry; Structural engineering; Nanotechnology","score_opus":0.01187256146342633,"score_gpt":0.19862615323556151,"score_spread":0.18675359177213519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998453169","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":[0.9982383,0.0006534838,0.00040478414,0.000011118614,0.0000043880314,0.000006588139,0.000048111797,0.000017324044,0.00061580515],"genre_scores_gemma":[0.99897134,0.00015347642,0.00033447862,0.00000708429,0.0000022213205,0.000006509136,0.000064679385,0.0000067199608,0.0004534559],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999074,0.000009237664,0.0000042821043,0.000018760753,0.00003696599,0.000023372284],"domain_scores_gemma":[0.99990845,0.000015325728,0.000035429865,0.000009703645,0.000022438637,0.000008670183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008766453,0.00018368787,0.00014491586,0.00017891721,0.00017202186,0.0002594272,0.0002445166,0.00021977897,0.0006751965],"category_scores_gemma":[0.00021640451,0.0002052561,0.0001742535,0.00016492323,0.0002004243,0.00017727393,0.00011180704,0.0001965069,0.00014584158],"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":[0.000052587904,0.00000738223,0.00036081456,0.000022955228,0.0000038395706,0.000044856115,0.000042335796,0.00014057223,0.9980927,0.000050332717,0.000011920151,0.0011696599],"study_design_scores_gemma":[0.000005528366,0.00015216526,0.010645987,0.0000028867853,0.0000084232015,0.00012587123,0.00003763823,0.0010232084,0.98746055,0.000029520674,0.0005034571,0.0000046262953],"about_ca_topic_score_codex":0.00086780987,"about_ca_topic_score_gemma":0.0010099044,"teacher_disagreement_score":0.00086780987,"about_ca_system_score_codex":0.00021581932,"about_ca_system_score_gemma":0.00011620222,"threshold_uncertainty_score":0.0022587776},"labels":[],"label_agreement":null},{"id":"W2005724079","doi":"10.1134/s0031918x14090087","title":"Role of the structure and texture in the realization of the recovery strain resource of the nanostructured Ti-50.26 at %Ni alloy","year":2014,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Austenite; Martensite; Alloy; Shape-memory alloy; Nanocrystalline material; Texture (cosmology); Diffusionless transformation; Metallurgy; Deformation (meteorology); Realization (probability); Crystallography; Composite material; Microstructure; Nanotechnology; Computer science; Mathematics; Artificial intelligence; Chemistry","score_opus":0.005956927963081707,"score_gpt":0.18822022041638434,"score_spread":0.18226329245330264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005724079","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":[0.99679154,0.00012237215,0.0019376284,0.00001590293,0.0000036087326,0.0000043590276,0.000036363133,0.000015170659,0.0010731167],"genre_scores_gemma":[0.99924433,0.00002814141,0.0005065589,0.0000019360418,6.9320186e-7,0.000002641452,0.000033143162,0.000006256709,0.00017635596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990773,0.000006659896,0.0000048141196,0.00001874629,0.00004212609,0.000019987472],"domain_scores_gemma":[0.99991095,0.000021104443,0.000021516074,0.00001697955,0.000021664839,0.000007712513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105056446,0.000111604975,0.00016975145,0.00016410954,0.00020615419,0.0002319532,0.00023032348,0.00015632824,0.00072051387],"category_scores_gemma":[0.00031035268,0.00016257263,0.000113343594,0.00009538834,0.00031969757,0.00017104622,0.000094167975,0.00019199248,0.00010979853],"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":[0.00011111103,0.000012198698,0.001716158,0.000030061943,0.0000062528725,0.0000804596,0.000035998586,0.0024565086,0.993555,0.00030371855,0.000015063137,0.0016774284],"study_design_scores_gemma":[0.000013491703,0.00020346069,0.029634515,0.0000036374981,0.00002042803,0.00020598255,0.000108542794,0.01598633,0.9527777,0.00024111052,0.00079098355,0.000013875415],"about_ca_topic_score_codex":0.00099632,"about_ca_topic_score_gemma":0.0020793483,"teacher_disagreement_score":0.00099632,"about_ca_system_score_codex":0.00024762755,"about_ca_system_score_gemma":0.00019826414,"threshold_uncertainty_score":0.0024102926},"labels":[],"label_agreement":null},{"id":"W2069306537","doi":"10.1134/s0031918x11020244","title":"Crystal lattice of martensite and the reserve of recoverable strain of thermally and thermomechanically treated Ti-Ni shape-memory alloys","year":2011,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":64,"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; Quest University Canada","funders":"","keywords":"Martensite; Austenite; Materials science; Lattice (music); Annealing (glass); Bainite; Lattice constant; Crystallography; Metallurgy; Nanocrystalline material; Crystal structure; Condensed matter physics; Anisotropy; Shape-memory alloy; Diffraction; Microstructure; Optics; Nanotechnology; Chemistry","score_opus":0.031696071786211,"score_gpt":0.22623501468723783,"score_spread":0.19453894290102683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069306537","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":[0.99785644,0.0004967271,0.00070454314,0.000010220804,0.000003509845,0.0000050204435,0.00016242189,0.000013009516,0.00074806396],"genre_scores_gemma":[0.9983,0.00011222881,0.0005379659,0.000004340802,0.0000014929337,0.000006630286,0.00026376097,0.000008178554,0.00076535257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998728,0.000010266473,0.0000074859972,0.000032455664,0.000059638256,0.000017302622],"domain_scores_gemma":[0.9998791,0.000017762703,0.000037281094,0.000010029631,0.000039249662,0.00001655415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008733444,0.00014453,0.00016782836,0.00024589128,0.00014646829,0.00027154447,0.00027609183,0.00020259676,0.00093415845],"category_scores_gemma":[0.0001804604,0.00015846071,0.00010752065,0.00016019626,0.00017781719,0.00015973911,0.000096095166,0.00023783474,0.0001130749],"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":[0.000092921255,0.000012638633,0.0010997582,0.000018103246,0.0000047527046,0.000015504107,0.00002203912,0.00019643796,0.99754554,0.00007282818,0.000011399264,0.0009081935],"study_design_scores_gemma":[0.000010035883,0.00012779994,0.01770283,0.0000029415226,0.000006417699,0.00007351325,0.000040418545,0.0021503964,0.9792682,0.000035030378,0.0005770305,0.000005405559],"about_ca_topic_score_codex":0.0020060178,"about_ca_topic_score_gemma":0.0025154455,"teacher_disagreement_score":0.0020060178,"about_ca_system_score_codex":0.00031016188,"about_ca_system_score_gemma":0.00016026362,"threshold_uncertainty_score":0.0039886236},"labels":[],"label_agreement":null},{"id":"W2115992306","doi":"10.1134/s0031918x10090127","title":"Specific features of the formation of the microstructure of titanium nickelide upon thermomechanical treatment including cold plastic deformation to degrees from moderate to severe","year":2010,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Substructure; Materials science; Nanocrystalline material; Austenite; Annealing (glass); Amorphous solid; Dislocation; Microstructure; Severe plastic deformation; Deformation (meteorology); Crystallography; Metallurgy; Composite material; Indentation hardness; Chemistry; Structural engineering; Nanotechnology","score_opus":0.022509105527471103,"score_gpt":0.2412471754455998,"score_spread":0.2187380699181287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115992306","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":[0.9963084,0.00043193685,0.0010338819,0.000019281795,0.0000073708884,0.000014817388,0.00015429489,0.000023185754,0.002006892],"genre_scores_gemma":[0.9981464,0.00010800174,0.00042401455,0.000009479518,0.0000021297114,0.000012354216,0.00018432699,0.000007415927,0.0011058523],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999496,0.000002980913,0.000002577606,0.000010095327,0.000023672885,0.000011035267],"domain_scores_gemma":[0.9999398,0.0000074570407,0.000017274499,0.000009910794,0.000016298847,0.000009174286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004868328,0.000113931674,0.000108425156,0.00016262612,0.00016160142,0.0001520542,0.0001746234,0.00013108665,0.00092375604],"category_scores_gemma":[0.00011715505,0.00012798207,0.00012678574,0.00014577345,0.00026098968,0.00010905674,0.0000909642,0.00016479431,0.00007864978],"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":[0.00003935436,0.0000048354764,0.0007154697,0.000023376424,0.000003988532,0.00007340074,0.000040285973,0.00017149145,0.9980484,0.00008787767,0.000023007993,0.0007683501],"study_design_scores_gemma":[0.000008737448,0.00013986732,0.071064316,0.0000040278655,0.00001616448,0.00045451484,0.00007666209,0.0014243538,0.92534083,0.00006956611,0.0013912439,0.00000970182],"about_ca_topic_score_codex":0.0014185255,"about_ca_topic_score_gemma":0.002966241,"teacher_disagreement_score":0.0014185255,"about_ca_system_score_codex":0.0002644135,"about_ca_system_score_gemma":0.0001294706,"threshold_uncertainty_score":0.0030902624},"labels":[],"label_agreement":null},{"id":"W2792250545","doi":"10.1134/s0031918x17120079","title":"Study of the Evolution of the Structure and Kinetics of Martensitic Transformations in a Titanium Nickelide upon Isothermal Annealing after Hot Helical Rolling","year":2018,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":23,"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":"Annealing (glass); Isothermal process; Alloy; Differential scanning calorimetry; Materials science; Martensite; Titanium alloy; Kinetics; Thermodynamics; Metallurgy; Crystallography; Microstructure; Chemistry","score_opus":0.011623543235296978,"score_gpt":0.23086558283879222,"score_spread":0.21924203960349523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792250545","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":[0.99799275,0.0002880413,0.0008451456,0.000010954633,0.0000041076037,0.0000078837975,0.000076993005,0.000027136413,0.00074690324],"genre_scores_gemma":[0.998461,0.00012522082,0.0005371972,0.000004245889,0.0000024309,0.000005687265,0.000099606696,0.000009722709,0.0007549233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991214,0.000009175248,0.0000043187483,0.000018428793,0.000036293135,0.000019767891],"domain_scores_gemma":[0.9998746,0.000031423464,0.00003211035,0.000012585487,0.00003531337,0.000014086664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012753959,0.00014957644,0.000199864,0.00018548025,0.00013590293,0.00019531438,0.00018843453,0.00011749033,0.0007806802],"category_scores_gemma":[0.00031759508,0.0001385184,0.00012532066,0.0001835702,0.00018711,0.00015963268,0.00007061422,0.0002292504,0.00015371563],"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":[0.00009987097,0.00001259676,0.00056802557,0.000022415094,0.000003887281,0.000038704038,0.000062393614,0.00018838492,0.99762565,0.00006012869,0.000015886544,0.0013019465],"study_design_scores_gemma":[0.000003674023,0.00012284322,0.010535674,0.0000019252607,0.000008198811,0.00006203676,0.00003023041,0.0016306762,0.98707414,0.00001444221,0.00051149813,0.000004638549],"about_ca_topic_score_codex":0.0013683119,"about_ca_topic_score_gemma":0.0012691959,"teacher_disagreement_score":0.0013683119,"about_ca_system_score_codex":0.0002130441,"about_ca_system_score_gemma":0.00015465922,"threshold_uncertainty_score":0.002720654},"labels":[],"label_agreement":null},{"id":"W2948963696","doi":"10.1134/s0031918x19040124","title":"Archeometallographic Study of Cast-Iron Products Produced at the Kamensk Plants in the First Quarter of the 18th Century","year":2019,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Metallurgy and Cultural Artifacts","field":"Social Sciences","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":"Cast iron; Metallurgy; Blast furnace; Quarter (Canadian coin); Pig iron; Materials science; Steelmaking; Archaeology; Geography","score_opus":0.024480904758662023,"score_gpt":0.25525306089767735,"score_spread":0.23077215613901533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948963696","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":[0.99113595,0.00064609275,0.0004597369,0.0000145541635,0.0000037672098,0.000009272246,0.00020434379,0.000005119454,0.00752111],"genre_scores_gemma":[0.9944559,0.0006132091,0.0010445119,0.0000028830987,0.000005103798,0.0000035671865,0.00019426057,0.0000079585025,0.0036725695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998609,0.000024254548,0.000008494495,0.00004398038,0.000041072253,0.00002130959],"domain_scores_gemma":[0.9998419,0.000029916147,0.000046515765,0.0000211201,0.000050471204,0.000010066629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014076398,0.0001746657,0.00017100561,0.0043517435,0.00069094077,0.00043297475,0.00017206647,0.00020843623,0.0032968537],"category_scores_gemma":[0.00036564542,0.00017829392,0.00014970388,0.0027169087,0.00087663636,0.00031138703,0.00042426272,0.0002269503,0.00047858598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090135785,0.0001811334,0.5474121,0.001704168,0.00020282631,0.011188492,0.06508462,0.002249509,0.13685037,0.015290318,0.0010636576,0.21787135],"study_design_scores_gemma":[0.0000033345825,0.0000985557,0.9637308,0.0000357132,0.000036680533,0.0024619524,0.0063324994,0.00039150572,0.008461825,0.00047457113,0.017955722,0.00001673359],"about_ca_topic_score_codex":0.005529776,"about_ca_topic_score_gemma":0.019803792,"teacher_disagreement_score":0.005529776,"about_ca_system_score_codex":0.00040500198,"about_ca_system_score_gemma":0.00019842961,"threshold_uncertainty_score":0.011029065},"labels":[],"label_agreement":null},{"id":"W4400736907","doi":"10.1134/s0031918x23603190","title":"Physical and Technological Features of Mechanoactivation of Powder Particles Formed during Hydro-Vacuum Dispersion of Metallic Melts","year":2024,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fédération des Comités de Parents du Québec","funders":"","keywords":"Dispersion (optics); Materials science; Metal; Metallurgy; Chemical engineering; Composite material; Nanotechnology; Chemical physics; Chemistry; Optics; Physics; Engineering","score_opus":0.008263971091601895,"score_gpt":0.21535733874273116,"score_spread":0.20709336765112926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400736907","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":[0.9979797,0.00030710368,0.00081326545,0.0000084336525,0.000003937652,0.000006758932,0.00003167535,0.000014914182,0.000834376],"genre_scores_gemma":[0.99911994,0.000070118745,0.0003040784,0.0000035060914,0.0000016831316,0.000004059008,0.000040326915,0.0000062230365,0.0004501421],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991786,0.000007828555,0.000003069761,0.000014496274,0.000038035276,0.000018688253],"domain_scores_gemma":[0.99994075,0.000016125376,0.000017617005,0.000004586572,0.000011699551,0.000009182286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074275355,0.000106731015,0.00009127431,0.00017714872,0.00011874606,0.00015797898,0.00010089559,0.00012502895,0.00094655476],"category_scores_gemma":[0.00013983714,0.00008330016,0.00011127566,0.000109860644,0.00020258324,0.0001213507,0.00011358379,0.00019780059,0.00012329825],"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":[0.00006065655,0.000007218138,0.00033402332,0.000020960364,0.000002496685,0.000055321198,0.000035763787,0.00006709754,0.998192,0.000065892884,0.0000135977125,0.0011448713],"study_design_scores_gemma":[0.00000668971,0.00018683738,0.009031738,0.0000036896904,0.000005348814,0.00011921792,0.000045100565,0.00086892385,0.98904735,0.000027812164,0.00065347465,0.0000038241305],"about_ca_topic_score_codex":0.00028057376,"about_ca_topic_score_gemma":0.00027903874,"teacher_disagreement_score":0.00094655476,"about_ca_system_score_codex":0.00010221833,"about_ca_system_score_gemma":0.00004808324,"threshold_uncertainty_score":0.0031665564},"labels":[],"label_agreement":null},{"id":"W7147533626","doi":"10.1134/s0031918x25601003","title":"Numerical Simulation of Laser Cladding of Stainless Steel Coatings and Study of the Microstructure and Properties of Multi-Layer Coatings","year":2025,"lang":"en","type":"article","venue":"The Physics of Metals and Metallography","topic":"High Entropy Alloys Studies","field":"Engineering","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":"Microstructure; Cladding (metalworking); Indentation hardness; Grain size; Layer (electronics); Heat-affected zone; Finite element method","score_opus":0.020025949589703357,"score_gpt":0.24605959429222257,"score_spread":0.22603364470251922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7147533626","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":[0.921333,0.00027620263,0.066710874,0.00021021487,0.00005367213,0.000054613247,0.00029796403,0.00028998614,0.010773527],"genre_scores_gemma":[0.9860103,0.00009401542,0.011865139,0.000017589562,0.0000057163356,0.000037836922,0.000124785,0.00002353896,0.0018209573],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988663,0.000014696264,0.0000060611105,0.000018607394,0.00004634692,0.000027573238],"domain_scores_gemma":[0.99974436,0.00010157862,0.000045995705,0.0000264776,0.00006173047,0.000019798645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019958007,0.00038378336,0.0004078172,0.0003145831,0.00043464272,0.00034359912,0.00054180087,0.0009027485,0.0015185998],"category_scores_gemma":[0.00073695404,0.0002976288,0.0005119796,0.0003057827,0.00039111116,0.00036608265,0.00026040856,0.00030126018,0.000112954964],"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":[0.0000435562,0.00003308393,0.0018706885,0.00006623285,0.000014622372,0.00011396199,0.00008138347,0.9710074,0.02308797,0.0013137131,0.00012344813,0.0022438671],"study_design_scores_gemma":[0.000005175163,0.0000108114755,0.00043300132,0.0000019007774,0.0000016165153,0.000008986488,0.000008606788,0.99818474,0.0011718245,0.00008043465,0.000090317364,0.0000025820484],"about_ca_topic_score_codex":0.014702128,"about_ca_topic_score_gemma":0.007452121,"teacher_disagreement_score":0.014702128,"about_ca_system_score_codex":0.0006336539,"about_ca_system_score_gemma":0.000734834,"threshold_uncertainty_score":0.029233158},"labels":[],"label_agreement":null}]}