{"meta":{"query_hash":"771783bb424c","filters":{"venue":"Transactions of Nonferrous Metals Society of China"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/771783bb424c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Transactions+of+Nonferrous+Metals+Society+of+China"},"results":[{"id":"W1969888849","doi":"10.1016/s1003-6326(09)60201-6","title":"Flotation of Xinhua molybdenite using sodium sulfide as modifier","year":2010,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":54,"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 British Columbia","funders":"","keywords":"Molybdenite; Sodium sulfide; Sodium silicate; Kerosene; Chemistry; Sulfide; Sodium; Molybdenum; Slurry; Inorganic chemistry; Nuclear chemistry; Metallurgy; Materials science; Environmental science; Environmental engineering; Organic chemistry","score_opus":0.018589958973025972,"score_gpt":0.28186942129202347,"score_spread":0.2632794623189975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969888849","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":[0.9988606,0.00025554685,0.00038191327,0.000028142302,0.000019157005,0.0000060444254,0.000026096372,0.000016073307,0.00040633895],"genre_scores_gemma":[0.9971464,0.00019397162,0.00068842206,0.00001752228,0.000009612163,0.000004051755,0.00006058897,0.000005888077,0.0018735144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999529,0.0000040227633,0.0000056229455,0.0000124048875,0.000013027439,0.000012114387],"domain_scores_gemma":[0.9999584,0.0000049158352,0.000010003429,0.0000042998295,0.000011277555,0.000011070698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011648123,0.0002898534,0.00031463557,0.0003604498,0.0003898868,0.00014978627,0.00022835204,0.00024433227,0.00053213496],"category_scores_gemma":[0.00012374701,0.00010759121,0.00024583173,0.00012380743,0.000104094746,0.00017026646,0.00016817164,0.00016022038,0.00010267533],"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":[0.00012289765,0.000017325965,0.0009139657,0.000054218803,0.000012280035,0.000082780236,0.000042702286,0.00021201845,0.99532783,0.000038822778,0.000048598038,0.003126691],"study_design_scores_gemma":[0.0000119466595,0.00017047231,0.0069653494,0.0000062779527,0.00002573386,0.000048135167,0.000039509854,0.0013838261,0.99044573,0.000018210088,0.0008796671,0.000005162611],"about_ca_topic_score_codex":0.0028582432,"about_ca_topic_score_gemma":0.0063053267,"teacher_disagreement_score":0.0028582432,"about_ca_system_score_codex":0.00021837132,"about_ca_system_score_gemma":0.00021778746,"threshold_uncertainty_score":0.0056831837},"labels":[],"label_agreement":null},{"id":"W1973480703","doi":"10.1016/s1003-6326(13)62650-3","title":"Surface nanocrystallization by mechanical punching process for improving microstructure and properties of Cu-30Ni alloy","year":2013,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":14,"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 Alberta","funders":"","keywords":"Materials science; Nanocrystalline material; Nanoindentation; Metallurgy; Corrosion; Punching; Microstructure; Indentation hardness; Alloy; Grain size; Composite material; Nanotechnology","score_opus":0.012686286218872966,"score_gpt":0.21899583180782028,"score_spread":0.20630954558894732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973480703","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":[0.9936692,0.00095803395,0.0033434588,0.0000623781,0.000053089767,0.000013758223,0.000041277643,0.00012638755,0.001732479],"genre_scores_gemma":[0.9939985,0.00024242095,0.0038502156,0.000021301503,0.000010920491,0.000007006412,0.000047773865,0.00003038198,0.0017915106],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989223,0.000005287648,0.000006232256,0.000026505444,0.000051355983,0.000018365232],"domain_scores_gemma":[0.9999337,0.0000059535873,0.000018178253,0.000007989195,0.000025312338,0.000008788165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009083453,0.0001866752,0.0003025292,0.00018370416,0.00028098628,0.00022336376,0.0003020116,0.00019927774,0.0006392079],"category_scores_gemma":[0.00012488072,0.00017333908,0.00016225375,0.00017169051,0.00014222313,0.0002275175,0.00016882234,0.00019227223,0.00015922239],"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":[0.000034123535,0.000012259088,0.00016450102,0.00003905055,0.0000026383375,0.000030133851,0.000022921651,0.00016740031,0.9967944,0.000068601636,0.00009515087,0.002568874],"study_design_scores_gemma":[0.000007811337,0.0001041443,0.0019384403,0.0000018065122,0.000009502077,0.000059104008,0.00002731601,0.0034816475,0.9931183,0.0000201358,0.0012262687,0.00000559439],"about_ca_topic_score_codex":0.0019407645,"about_ca_topic_score_gemma":0.007034771,"teacher_disagreement_score":0.0019407645,"about_ca_system_score_codex":0.00035556653,"about_ca_system_score_gemma":0.0002909204,"threshold_uncertainty_score":0.0038589835},"labels":[],"label_agreement":null},{"id":"W1986328647","doi":"10.1016/s1003-6326(13)62594-7","title":"Influence of filling parameters on fatigue properties of A357 alloy produced by counter pressure plaster mold casting","year":2013,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":8,"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 British Columbia","funders":"","keywords":"Taguchi methods; Materials science; Alloy; Casting; Metallurgy; Composite material; Mold; Sand casting","score_opus":0.01790195869876808,"score_gpt":0.2035459623186568,"score_spread":0.1856440036198887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986328647","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":[0.9989285,0.0004060216,0.0002605787,0.000008100402,0.000008726074,0.000002530005,0.000038532395,0.000020170699,0.00032684294],"genre_scores_gemma":[0.99921703,0.000103439204,0.00031169967,0.000005096149,0.000003167634,0.0000022674035,0.000044868975,0.000011975054,0.0003004203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998111,0.000018930594,0.000017661097,0.000038083843,0.00006822125,0.00004605492],"domain_scores_gemma":[0.99952173,0.00016276418,0.00011997828,0.000043093718,0.00011734639,0.000035075132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090963,0.00028939365,0.0003548532,0.00024769743,0.00026916436,0.00028605087,0.00024573706,0.00039907632,0.0009182522],"category_scores_gemma":[0.00066396117,0.0002738916,0.00026478182,0.0003040762,0.00021957119,0.00033313295,0.00014470803,0.00024444176,0.00018922907],"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":[0.00064837845,0.000049910137,0.001202038,0.00013150273,0.0000127297135,0.00017296673,0.00017035026,0.0010472495,0.99068856,0.000069680296,0.0001026217,0.0057039466],"study_design_scores_gemma":[0.000017102004,0.0009210442,0.012821588,0.0000127002,0.000067464316,0.00008054179,0.00010121916,0.0032551808,0.9819073,0.000020166177,0.0007730504,0.000022669572],"about_ca_topic_score_codex":0.0011493055,"about_ca_topic_score_gemma":0.002245393,"teacher_disagreement_score":0.0011493055,"about_ca_system_score_codex":0.00019610558,"about_ca_system_score_gemma":0.00023432967,"threshold_uncertainty_score":0.0030718446},"labels":[],"label_agreement":null},{"id":"W1999401211","doi":"10.1016/s1003-6326(11)61224-7","title":"Crack initiation, propagation and saturation of TiO2 nanotube film","year":2012,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":11,"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 British Columbia","funders":"","keywords":"Nanotube; Materials science; Annealing (glass); Composite material; Anodizing; Saturation (graph theory); Ultimate tensile strength; Tensile strain; Titanium; Metallurgy; Carbon nanotube","score_opus":0.014123623565884588,"score_gpt":0.24421621535620183,"score_spread":0.23009259179031724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999401211","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":[0.99721706,0.00022601802,0.00047127766,0.000030233465,0.000011856905,0.000006031108,0.00021616704,0.000029857192,0.0017914701],"genre_scores_gemma":[0.99820864,0.000083807034,0.0002469452,0.0000057705324,0.0000032195162,0.000005463368,0.00012458616,0.000007391386,0.0013141922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991083,0.000004025472,0.0000036195213,0.0000213858,0.000033129894,0.000027090062],"domain_scores_gemma":[0.9998272,0.00005852331,0.000027415776,0.000013893162,0.00005450292,0.000018521274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007485344,0.0001863581,0.00013769217,0.00020713323,0.00023477671,0.00017167661,0.0002845003,0.00034326516,0.0035429648],"category_scores_gemma":[0.00026980383,0.00016484682,0.00016186158,0.000188825,0.00013695627,0.0002445679,0.000088876775,0.0003464296,0.00028914792],"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":[0.00013475544,0.000020252302,0.00072229275,0.00005041637,0.0000052361397,0.00011384595,0.00007760259,0.00039338728,0.997017,0.00014385604,0.00015264725,0.0011687581],"study_design_scores_gemma":[0.0000088227425,0.00014580166,0.012670375,0.0000085288,0.000009835068,0.000051141193,0.00007820935,0.011324161,0.97507983,0.0000593791,0.0005552306,0.0000085618385],"about_ca_topic_score_codex":0.0027657067,"about_ca_topic_score_gemma":0.002925096,"teacher_disagreement_score":0.0035429648,"about_ca_system_score_codex":0.00036575214,"about_ca_system_score_gemma":0.00013910462,"threshold_uncertainty_score":0.011852384},"labels":[],"label_agreement":null},{"id":"W2013125517","doi":"10.1016/s1003-6326(14)63303-3","title":"Facile synthesis of single-crystalline rutile TiO2 nano-rods by solution method","year":2014,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, Science and Technology; National Research Foundation of Korea; National IT Industry Promotion Agency; Information Technology Research Centre; Ministry of Knowledge Economy","keywords":"Materials science; Rutile; Raman spectroscopy; Titanium dioxide; Rod; Scanning electron microscope; Chemical engineering; Analytical Chemistry (journal); Nanotechnology; Optics; Metallurgy; Chemistry; Composite material","score_opus":0.01670275159058698,"score_gpt":0.24604706523160133,"score_spread":0.22934431364101435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013125517","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":[0.87174577,0.0054030083,0.101801015,0.00046287486,0.00035050194,0.0002645493,0.0014204112,0.001532741,0.017019134],"genre_scores_gemma":[0.9482057,0.0011566401,0.04342046,0.000067769004,0.000027028442,0.00011667544,0.00041522935,0.00006187545,0.0065285135],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998629,0.000010786042,0.000012970015,0.00004511215,0.000041571864,0.000026624317],"domain_scores_gemma":[0.99994826,0.000007840456,0.000015672742,0.0000102813865,0.000011681432,0.0000063144257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012716424,0.0004105152,0.00028528963,0.00024409965,0.00022979158,0.00024017801,0.00040562637,0.00041145508,0.0016864609],"category_scores_gemma":[0.00008572767,0.0002403404,0.00025425333,0.0001924661,0.00012998818,0.00036564388,0.00019086756,0.0005877586,0.0007197751],"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":[0.000015037141,0.000013848108,0.00002347992,0.00008180898,0.0000035530948,0.00004071486,0.000017032862,0.00010067236,0.99623615,0.0003463373,0.00015115464,0.0029701153],"study_design_scores_gemma":[0.000010718217,0.000062858235,0.00020278755,0.0000026234,0.00000492859,0.00006995717,0.000010312111,0.0009558223,0.9954268,0.000046865185,0.0031978034,0.000008583892],"about_ca_topic_score_codex":0.000606754,"about_ca_topic_score_gemma":0.0017238961,"teacher_disagreement_score":0.0016864609,"about_ca_system_score_codex":0.00022724262,"about_ca_system_score_gemma":0.00024101509,"threshold_uncertainty_score":0.0056417584},"labels":[],"label_agreement":null},{"id":"W2026580615","doi":"10.1016/s1003-6326(15)63656-1","title":"Influence of I-phase and W-phase on microstructure and mechanical properties of Mg–8Li–3Zn alloy","year":2015,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":18,"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":"Materials science; Alloy; Eutectic system; Microstructure; Phase (matter); Ultimate tensile strength; Volume fraction; Elongation; Metallurgy; Nanoscopic scale; Composite material; Nanotechnology; Chemistry","score_opus":0.030388255989063855,"score_gpt":0.27585427304088267,"score_spread":0.2454660170518188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026580615","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":[0.99863106,0.00031549146,0.00020510283,0.00001626524,0.000008677524,0.0000023658506,0.00002794453,0.000011806015,0.00078112254],"genre_scores_gemma":[0.9996137,0.000055574932,0.00007770793,0.000004717917,0.0000027396266,0.0000011897325,0.00001929537,0.000004301074,0.00022075223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99993455,0.0000076284396,0.000004548568,0.0000147172495,0.000022801958,0.0000158231],"domain_scores_gemma":[0.9998648,0.00002965623,0.00003671018,0.000008945389,0.000041658623,0.000018117098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010148467,0.00010949595,0.00013782959,0.00018288814,0.00016832679,0.00024359954,0.0001980078,0.00015898692,0.0009709112],"category_scores_gemma":[0.00031190878,0.00015787703,0.0001228647,0.00014617879,0.00020147042,0.00017354415,0.00009691401,0.00011280674,0.0001432906],"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":[0.00068327633,0.000023672766,0.0028693648,0.000060168353,0.0000131271145,0.00011479023,0.000053750635,0.0012188498,0.99206734,0.0001688798,0.000100630125,0.0026260365],"study_design_scores_gemma":[0.00003580559,0.0004945985,0.040499523,0.000009850463,0.00006168388,0.00013455086,0.0001405575,0.012693277,0.9439656,0.00012880654,0.0018205643,0.000015246297],"about_ca_topic_score_codex":0.001516306,"about_ca_topic_score_gemma":0.0027954413,"teacher_disagreement_score":0.001516306,"about_ca_system_score_codex":0.0002068652,"about_ca_system_score_gemma":0.0001479108,"threshold_uncertainty_score":0.0032479763},"labels":[],"label_agreement":null},{"id":"W2076430650","doi":"10.1016/s1003-6326(12)61722-1","title":"Plastic damage of T-shape hydroforming","year":2012,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":11,"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":"Hydroforming; Materials science; Porosity; Cylinder stress; Tension (geology); Compression (physics); Composite material; Internal pressure; Stress (linguistics); Tube (container); Bursting; Plasticity; Structural engineering; Ultimate tensile strength; Engineering","score_opus":0.017188895020893536,"score_gpt":0.25039595582031676,"score_spread":0.23320706079942322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076430650","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":[0.95062685,0.0002564808,0.025959076,0.00014085278,0.000070254966,0.000044192904,0.00015682199,0.00018627975,0.022559207],"genre_scores_gemma":[0.99669373,0.000038761773,0.0008300759,0.000013271123,0.0000031607199,0.0000046260884,0.00002523422,0.000016919204,0.0023741487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987805,0.000020884974,0.0000058154706,0.000019427784,0.000040523115,0.000035290464],"domain_scores_gemma":[0.9998141,0.00005419599,0.000032273016,0.000036282137,0.000040352126,0.00002273776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607845,0.00026907917,0.00027347516,0.00041225326,0.0003703008,0.00034312165,0.0005492017,0.0009690523,0.0039670756],"category_scores_gemma":[0.0007634436,0.0002596737,0.00044867,0.00029789566,0.00066716626,0.00044297348,0.00048290013,0.00025452135,0.00028791552],"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":[0.00013398743,0.000048971244,0.0042406516,0.000055513075,0.000022484264,0.0005777995,0.00012957002,0.964999,0.013954556,0.004261394,0.0005123887,0.011063719],"study_design_scores_gemma":[0.000007048231,0.000036776048,0.0034278329,0.000006240344,0.000006772473,0.00014263144,0.00004789146,0.9914868,0.0035725632,0.00092287245,0.0003340837,0.00000852414],"about_ca_topic_score_codex":0.003719319,"about_ca_topic_score_gemma":0.0027217178,"teacher_disagreement_score":0.0039670756,"about_ca_system_score_codex":0.00035857267,"about_ca_system_score_gemma":0.0003527233,"threshold_uncertainty_score":0.013271213},"labels":[],"label_agreement":null},{"id":"W2279506506","doi":"10.1016/s1003-6326(16)64085-2","title":"Microstructure, mechanical properties and corrosion behavior of Al–Si–Cu–Zn–X (X=Bi, Sb, Sr) die cast alloy","year":2016,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":44,"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 Ottawa","funders":"","keywords":"Materials science; Alloy; Eutectic system; Microstructure; Corrosion; Metallurgy; Ultimate tensile strength; Elongation","score_opus":0.019023531069388932,"score_gpt":0.2185331531603491,"score_spread":0.19950962209096018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279506506","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":[0.99857247,0.00021781703,0.00025765147,0.000008481334,0.000005047449,0.0000025795755,0.00011312825,0.000013567577,0.0008092],"genre_scores_gemma":[0.998047,0.000052357063,0.00018731036,0.0000042265865,0.0000018033193,0.0000016977233,0.00013413445,0.00000426821,0.0015671179],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990666,0.0000045325237,0.000004274072,0.000012988258,0.00005989523,0.000011662424],"domain_scores_gemma":[0.9998511,0.000010133328,0.000022263206,0.000011430134,0.00009028904,0.000014693597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006846797,0.000102266495,0.00012719685,0.00031227118,0.00018595907,0.00015105058,0.00022501651,0.00016325987,0.0009212247],"category_scores_gemma":[0.00013108141,0.00013719128,0.00011157167,0.0001820761,0.00012722488,0.00011963451,0.00007998329,0.00013927916,0.00017761198],"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":[0.00023185837,0.000028680819,0.0040777973,0.000052892945,0.000009089446,0.00011877184,0.00006265482,0.00094941916,0.99102545,0.0001298757,0.00017936817,0.0031341128],"study_design_scores_gemma":[0.00001810784,0.00055073586,0.1428951,0.000006680092,0.000037413087,0.00027045692,0.00018992272,0.011464505,0.8419521,0.000074442214,0.002518755,0.00002180337],"about_ca_topic_score_codex":0.0048306063,"about_ca_topic_score_gemma":0.009729376,"teacher_disagreement_score":0.0048306063,"about_ca_system_score_codex":0.00024754068,"about_ca_system_score_gemma":0.00015622677,"threshold_uncertainty_score":0.0096049905},"labels":[],"label_agreement":null},{"id":"W2612551659","doi":"10.1016/s1003-6326(17)60088-8","title":"Influence of TiB 2 nanoparticles on elevated-temperature properties of Al-Mn-Mg 3004 alloy","year":2017,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Alloy; Transmission electron microscopy; Volume fraction; Precipitation; Grain boundary; Metallurgy; Atmospheric temperature range; Grain size; Creep; Nanoparticle; Diffraction; Microstructure; Composite material; Nanotechnology; Thermodynamics","score_opus":0.013803576450198377,"score_gpt":0.2221647619895921,"score_spread":0.2083611855393937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612551659","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":[0.99864846,0.0002660833,0.00015667298,0.000015096959,0.000013308391,0.000002105428,0.000037527676,0.000017192518,0.000843609],"genre_scores_gemma":[0.9993148,0.000060026297,0.000098615965,0.000005836429,0.0000025356412,0.0000018603129,0.000024251893,0.00000611817,0.00048602297],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990404,0.000010868453,0.000007332366,0.0000177306,0.00003403267,0.000025916086],"domain_scores_gemma":[0.9998903,0.000025606303,0.00002772816,0.000008940296,0.000033286768,0.000014030816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010490058,0.00017633676,0.00017352527,0.0001504681,0.00017716512,0.0002587891,0.00017273964,0.00017541726,0.0011543988],"category_scores_gemma":[0.00026645197,0.00013908221,0.00012766419,0.00013968654,0.0001768087,0.00017016388,0.000100660516,0.00017211602,0.00019721416],"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":[0.0004711267,0.000015075643,0.00051935733,0.000057473822,0.000009273487,0.00008162681,0.00004238832,0.00041606076,0.9970901,0.00007053474,0.00006178084,0.00116516],"study_design_scores_gemma":[0.000009284603,0.00016631509,0.004371011,0.000004190669,0.000019636282,0.000032358334,0.000052605024,0.0026165796,0.99220604,0.00002330879,0.00049044803,0.00000825023],"about_ca_topic_score_codex":0.0014285232,"about_ca_topic_score_gemma":0.002238706,"teacher_disagreement_score":0.0014285232,"about_ca_system_score_codex":0.00025943143,"about_ca_system_score_gemma":0.00013732124,"threshold_uncertainty_score":0.0038618445},"labels":[],"label_agreement":null},{"id":"W2951233950","doi":"10.1016/s1003-6326(19)65007-7","title":"Synthesis and in-vitro characterization of biodegradable porous magnesium-based scaffolds containing silver for bone tissue engineering","year":2019,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":38,"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 Saskatchewan","funders":"","keywords":"Scanning electron microscope; Nuclear chemistry; Magnesium; Materials science; Transmission electron microscopy; Antibacterial activity; Porosity; In vitro; Silver nanoparticle; Adhesion; Tissue engineering; Chemistry; Biomedical engineering; Nanotechnology; Bacteria; Metallurgy; Composite material; Nanoparticle; Biochemistry","score_opus":0.010861704361365385,"score_gpt":0.21565090001544235,"score_spread":0.20478919565407697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951233950","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":[0.9900113,0.0013695268,0.0074630966,0.000042150772,0.000024358891,0.000029446866,0.00014908814,0.0000759834,0.0008351188],"genre_scores_gemma":[0.99320614,0.00039092544,0.005480539,0.000019452493,0.0000062248946,0.00002472153,0.00013308245,0.000014860918,0.00072401884],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998752,0.000011340158,0.000019025036,0.000023075596,0.000043797892,0.000027618717],"domain_scores_gemma":[0.99979335,0.0000445788,0.00009623402,0.000018349812,0.000023767832,0.000023848868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023003182,0.00028755615,0.00018763776,0.00030748616,0.00016413616,0.00023329328,0.0002379275,0.00039379363,0.00037666174],"category_scores_gemma":[0.00021556576,0.00017213245,0.0003692744,0.00020376495,0.00020896138,0.0002287591,0.00018520791,0.00019121986,0.00013343706],"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":[0.00003372852,0.000009543482,0.00009278861,0.000032143118,0.0000024286412,0.000047649784,0.000012759315,0.00009015656,0.99898595,0.000022228567,0.0000084484545,0.00066222716],"study_design_scores_gemma":[0.0000055136197,0.000106609186,0.0013609605,0.0000033434903,0.000013753736,0.00008289416,0.000013909147,0.0006916087,0.99724823,0.00001883852,0.00045028309,0.000003949066],"about_ca_topic_score_codex":0.0005529525,"about_ca_topic_score_gemma":0.0014698732,"teacher_disagreement_score":0.0005529525,"about_ca_system_score_codex":0.00021373566,"about_ca_system_score_gemma":0.00016958771,"threshold_uncertainty_score":0.0015507936},"labels":[],"label_agreement":null},{"id":"W3200179042","doi":"10.1016/s1003-6326(21)65651-0","title":"Microstructure and high temperature tensile properties of Al–Si–Cu–Mn–Fe alloys prepared by semi-solid thixoforming","year":2021,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","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":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Ultimate tensile strength; Microstructure; Metallurgy; Intermetallic; Grain boundary; Precipitation; Solid solution; Aluminium; Grain size; Solid solution strengthening; Alloy; Composite material","score_opus":0.007437219792335727,"score_gpt":0.20087714860782296,"score_spread":0.19343992881548724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200179042","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":[0.99883896,0.0001583205,0.00045002988,0.000007285181,0.0000052330965,0.0000047767817,0.00006806145,0.0000114946715,0.00045588193],"genre_scores_gemma":[0.99849355,0.00007607273,0.0006175506,0.0000049513337,0.0000020444716,0.000005612951,0.0000958219,0.000005946294,0.0006984255],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999145,0.0000046960313,0.0000070140495,0.000019484753,0.000042221174,0.000012081628],"domain_scores_gemma":[0.99987257,0.000012199178,0.000046372967,0.000017731496,0.000036627232,0.000014552101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000146124,0.00015576134,0.00012565799,0.00027877153,0.0001606207,0.00014756735,0.00015061206,0.00020079174,0.0008799461],"category_scores_gemma":[0.00016518384,0.00021470015,0.00014439487,0.00023855148,0.00023525624,0.00013568449,0.00011177975,0.00020591335,0.00011508122],"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":[0.00004559626,0.0000050967137,0.0008220813,0.000023764062,0.0000035276946,0.00005009556,0.000052457162,0.00019594847,0.9979231,0.000043676795,0.000015083174,0.0008196803],"study_design_scores_gemma":[0.000008095974,0.0002947861,0.06864808,0.0000062278323,0.000016718488,0.00015032325,0.00008532323,0.0018251488,0.92805827,0.00002745423,0.00087088917,0.000008751182],"about_ca_topic_score_codex":0.0013536317,"about_ca_topic_score_gemma":0.004131915,"teacher_disagreement_score":0.0013536317,"about_ca_system_score_codex":0.0001843019,"about_ca_system_score_gemma":0.00010442223,"threshold_uncertainty_score":0.0029436946},"labels":[],"label_agreement":null},{"id":"W3212656119","doi":"10.1016/s1003-6326(21)65722-9","title":"3D numerical investigation of effects of density and surface tension on mixing time in bottom-blown gas-stirred ladles","year":2021,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Surface tension; Mixing (physics); Materials science; Molten metal; Mechanics; Phase (matter); Slag (welding); Metallurgy; Flow (mathematics); Volumetric flow rate; Thermodynamics; Chemistry","score_opus":0.007344959286847051,"score_gpt":0.2025443558284104,"score_spread":0.19519939654156335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212656119","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":[0.967634,0.0003178888,0.021144783,0.00036645072,0.00006239249,0.0000494859,0.0004527838,0.0003483407,0.009623698],"genre_scores_gemma":[0.99073154,0.00008819927,0.007522807,0.000034697176,0.0000059888275,0.000033565953,0.0001314144,0.000028746977,0.0014230468],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998609,0.000025241097,0.000008806199,0.000025352554,0.00004303157,0.000036615456],"domain_scores_gemma":[0.9994392,0.00032961598,0.00008106921,0.000027273027,0.00007502712,0.00004782755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361829,0.00048398488,0.0005999057,0.00050401804,0.0007632479,0.0010907899,0.00057864137,0.0014757372,0.0026324703],"category_scores_gemma":[0.0010225265,0.00032033247,0.0005585697,0.0004079638,0.0008187024,0.0005173652,0.00048167983,0.00051809853,0.00016330705],"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":[0.00020747591,0.00010398822,0.0036887017,0.00008657143,0.000019098006,0.0002529707,0.00010490749,0.9800704,0.01116751,0.0013818326,0.00024137572,0.0026751745],"study_design_scores_gemma":[0.000012686703,0.000027281008,0.00048051824,0.000003975616,0.000003871075,0.000010100455,0.000027785329,0.9981408,0.0010588034,0.000104454506,0.00012286662,0.0000068247423],"about_ca_topic_score_codex":0.011594432,"about_ca_topic_score_gemma":0.0063194856,"teacher_disagreement_score":0.011594432,"about_ca_system_score_codex":0.00080897385,"about_ca_system_score_gemma":0.00072127953,"threshold_uncertainty_score":0.023053944},"labels":[],"label_agreement":null},{"id":"W4284963496","doi":"10.1016/s1003-6326(22)65926-0","title":"SPH-FEM simulations of microwave-treated basalt strength","year":2022,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Natural Science Foundation of Hunan Province; Fundamental Research Funds for Central Universities of the Central South University; China Scholarship Council; National Natural Science Foundation of China","keywords":"Finite element method; Materials science; Rock mass classification; Ultimate tensile strength; Smoothed-particle hydrodynamics; Cohesion (chemistry); Basalt; Microwave; Compressive strength; Drilling; Structural engineering; Composite material; Mechanics; Geotechnical engineering; Geology; Engineering; Physics; Metallurgy","score_opus":0.015510253771854797,"score_gpt":0.22729129885967578,"score_spread":0.21178104508782097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284963496","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":[0.95732313,0.00013329116,0.028371638,0.00017219146,0.00003980916,0.00005346629,0.000931563,0.00025470514,0.012720274],"genre_scores_gemma":[0.9943652,0.00005894542,0.004192874,0.000014821047,0.0000039476513,0.00003387861,0.00021839855,0.000021451928,0.0010904993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999342,0.000009020972,0.000004459365,0.000012348637,0.00002331025,0.000016694978],"domain_scores_gemma":[0.9998141,0.00009150079,0.000020237158,0.000016548242,0.000042684725,0.0000149811185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014871634,0.00030236886,0.00028286508,0.00026655942,0.00021236004,0.00028658484,0.0004551367,0.0006315934,0.0018087365],"category_scores_gemma":[0.0006659492,0.00015722789,0.00034212266,0.00028581126,0.00030512776,0.00025469734,0.00022696046,0.0003281901,0.00014328159],"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":[0.000056412446,0.000038897073,0.0027380863,0.00006334516,0.000011537078,0.00012108644,0.00007351875,0.97903514,0.012278199,0.0014163388,0.00031099512,0.0038564517],"study_design_scores_gemma":[0.000005503204,0.00001006109,0.00071885064,0.0000028213808,0.000002181232,0.0000061893315,0.000016569402,0.99752444,0.0014298001,0.00011948039,0.00016098065,0.0000031044453],"about_ca_topic_score_codex":0.006309633,"about_ca_topic_score_gemma":0.0035261333,"teacher_disagreement_score":0.006309633,"about_ca_system_score_codex":0.00030518943,"about_ca_system_score_gemma":0.00041051145,"threshold_uncertainty_score":0.012545824},"labels":[],"label_agreement":null},{"id":"W4292507974","doi":"10.1016/s1003-6326(22)65938-7","title":"Base material location dependence of corrosion response in friction-stir-welded dissimilar 2024-to-5083 aluminum alloy joints","year":2022,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Metallurgy; Electron backscatter diffraction; Alloy; Corrosion; Intergranular corrosion; Ultimate tensile strength; Scanning electron microscope; Friction stir welding; Welding; 6111 aluminium alloy; Composite material; Microstructure","score_opus":0.013207648423945187,"score_gpt":0.24861019108954827,"score_spread":0.23540254266560307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292507974","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":[0.99894017,0.000221047,0.0004908381,0.0000058560418,0.0000053495182,0.0000037823625,0.00003261669,0.000019988021,0.0002803708],"genre_scores_gemma":[0.99873656,0.00009877147,0.00057891186,0.0000068576483,0.000001772097,0.0000031958186,0.000032950633,0.000003823013,0.000537203],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998323,0.000013916173,0.00001296074,0.000034735815,0.0000727249,0.00003335128],"domain_scores_gemma":[0.9998079,0.000026080448,0.00005913832,0.000012809699,0.000075665026,0.000018441535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012684199,0.00029211686,0.000257128,0.00023119213,0.00010430381,0.00016296498,0.00021777293,0.0002978673,0.0007668684],"category_scores_gemma":[0.00032730398,0.00023519546,0.0001596278,0.00018748504,0.00014996763,0.00016990917,0.00013865555,0.00016267977,0.00020858318],"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":[0.000104585044,0.000005128838,0.0005916513,0.00002731711,0.0000033061003,0.000075061434,0.000029056097,0.00016081116,0.99798054,0.000007168381,0.000012269568,0.0010030355],"study_design_scores_gemma":[0.0000050642384,0.00038810947,0.014507572,0.0000026001378,0.000018077524,0.00011665914,0.0000902301,0.001693395,0.9828203,0.000008892237,0.00034238,0.0000068153145],"about_ca_topic_score_codex":0.0012900641,"about_ca_topic_score_gemma":0.0029860623,"teacher_disagreement_score":0.0012900641,"about_ca_system_score_codex":0.00016803107,"about_ca_system_score_gemma":0.00008751919,"threshold_uncertainty_score":0.0025654435},"labels":[],"label_agreement":null},{"id":"W4396578467","doi":"10.1016/s1003-6326(24)66466-6","title":"Thermal insulation capability and adhesion strength of unpyrolyzed thick thermal barrier coatings","year":2024,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":6,"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":"","keywords":"Materials science; Composite material; Thermal barrier coating; Adhesion; Thermal; Thermal insulation; Coating","score_opus":0.010990146894466715,"score_gpt":0.2379684057633365,"score_spread":0.2269782588688698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396578467","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":[0.99764484,0.0009137496,0.0008766953,0.000010694568,0.000014310094,0.000007852839,0.00008116195,0.000014072043,0.00043664765],"genre_scores_gemma":[0.9965971,0.0007054689,0.0016774302,0.000011325456,0.000005843756,0.000014507833,0.00013555514,0.0000102813965,0.0008425343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973327,0.000015684773,0.000024741496,0.000049469047,0.000116964264,0.000059895636],"domain_scores_gemma":[0.99966645,0.00005396556,0.00009308463,0.000026219423,0.00011445032,0.00004586689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194295,0.00033760458,0.0002457347,0.00048930646,0.00014267449,0.00028700946,0.00020329143,0.00021816134,0.00067452824],"category_scores_gemma":[0.00045371457,0.000186316,0.00019706791,0.0003826532,0.00014098952,0.0002805807,0.00018457905,0.00036849637,0.00010641578],"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":[0.000029283041,0.000008051699,0.00025649954,0.00003708681,0.000004801447,0.000026379845,0.000015940695,0.000077175115,0.9982462,0.000015855849,0.000015588901,0.0012672576],"study_design_scores_gemma":[0.0000027810459,0.00014465034,0.0062420215,0.0000055038936,0.000019899791,0.000076140735,0.000030070923,0.0011516666,0.9919618,0.0000065160943,0.00035217326,0.000006784188],"about_ca_topic_score_codex":0.001585491,"about_ca_topic_score_gemma":0.0020976728,"teacher_disagreement_score":0.001585491,"about_ca_system_score_codex":0.00018486052,"about_ca_system_score_gemma":0.00013315235,"threshold_uncertainty_score":0.0031524897},"labels":[],"label_agreement":null},{"id":"W4402565203","doi":"10.1016/s1003-6326(24)66549-0","title":"Effect of ultrasonic and mechanical vibration treatments on evolution of Mn-rich phases and mechanical properties of Al−12Si−4Cu−1Ni−1Mg−2Mn piston alloys","year":2024,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Piston (optics); Mechanical vibration; Ultrasonic sensor; Vibration; Metallurgy; Composite material; Acoustics; Physics; Optics","score_opus":0.009209752001555924,"score_gpt":0.22692435973516129,"score_spread":0.21771460773360535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402565203","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":[0.9984067,0.0008313614,0.00039240913,0.000011098295,0.000010009649,0.000005319822,0.00003285053,0.000014215268,0.0002960879],"genre_scores_gemma":[0.99852234,0.00026545968,0.0005253501,0.0000128131305,0.0000030757496,0.000006383795,0.000052522057,0.000007882281,0.00060413184],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988127,0.000014008214,0.00001091199,0.000024289973,0.000043111606,0.00002635063],"domain_scores_gemma":[0.9998852,0.000026249754,0.00003772704,0.000009241653,0.000026821812,0.0000147060855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116031486,0.00028912254,0.00019423242,0.00025532438,0.00013629615,0.00016238981,0.00016575737,0.00024368295,0.0009881345],"category_scores_gemma":[0.00022669404,0.00019673599,0.00019248867,0.00018304813,0.00019116537,0.00014083447,0.000118411604,0.00021406302,0.00010342313],"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":[0.0001341695,0.00001016786,0.0004555107,0.00005313305,0.0000068067,0.000028677485,0.00003444516,0.00017485656,0.99712604,0.000020816591,0.000015740286,0.0019396812],"study_design_scores_gemma":[0.000008031888,0.00035595056,0.007651446,0.0000038488597,0.000016530541,0.000032910517,0.000049154984,0.0006339752,0.9907258,0.000011767518,0.00050423923,0.000006459042],"about_ca_topic_score_codex":0.00094973046,"about_ca_topic_score_gemma":0.002310992,"teacher_disagreement_score":0.0009881345,"about_ca_system_score_codex":0.00017993448,"about_ca_system_score_gemma":0.00013140003,"threshold_uncertainty_score":0.003305614},"labels":[],"label_agreement":null},{"id":"W4406758701","doi":"10.1016/s1003-6326(24)66679-3","title":"Recycling technologies of spent lithium-ion batteries and future directions: A review","year":2025,"lang":"en","type":"review","venue":"Transactions of Nonferrous Metals Society of China","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Science and Technology Program of Hunan Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Lithium (medication); Ion; Materials science; Engineering physics; Nanotechnology; Process engineering; Engineering; Psychology; Physics","score_opus":0.025837206444195394,"score_gpt":0.30782436558232645,"score_spread":0.28198715913813105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406758701","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":[0.00029631954,0.99777466,0.00026394366,0.00018656885,0.00013983749,0.0000070514643,0.000026522486,0.00001084568,0.0012942823],"genre_scores_gemma":[0.00084573065,0.99811614,0.00026348664,0.0000970103,0.0000792913,0.00000787052,0.000033622655,0.0000017330525,0.0005550842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974245,0.00002947346,0.000045207056,0.00005048842,0.00010185906,0.000030512934],"domain_scores_gemma":[0.9996376,0.00013506737,0.000062183426,0.000012448824,0.00012382191,0.000028874903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007598461,0.0012178707,0.0014722084,0.0039983997,0.0004953166,0.0013515102,0.0010952293,0.0011366913,0.0047503095],"category_scores_gemma":[0.000733949,0.0004979999,0.00085404,0.004958411,0.00040197794,0.0022793065,0.000757446,0.0011922845,0.0020293891],"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":[0.00005750179,0.00015237002,0.00032095055,0.053797744,0.00011636193,0.00028766252,0.00013777554,0.0008789446,0.0040130774,0.007892138,0.023977,0.9083684],"study_design_scores_gemma":[0.000010088022,0.00011248502,0.000583126,0.0042370427,0.00016766023,0.0008637123,0.00011287844,0.00021649637,0.0014376397,0.001754883,0.9904756,0.000028451628],"about_ca_topic_score_codex":0.0014338946,"about_ca_topic_score_gemma":0.0020168908,"teacher_disagreement_score":0.0047503095,"about_ca_system_score_codex":0.0005664088,"about_ca_system_score_gemma":0.0016540067,"threshold_uncertainty_score":0.015891373},"labels":[],"label_agreement":null},{"id":"W4409780118","doi":"10.1016/s1003-6326(24)66753-1","title":"Turbulence numerical simulation of flow characteristics of Laval nozzle top blow jet","year":2025,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":3,"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":"Guangxi Innovation-Driven Development Project; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Nozzle; Turbulence; Mechanics; Jet (fluid); Flow (mathematics); Computer simulation; Physics; Materials science; Aerospace engineering; Engineering; Thermodynamics","score_opus":0.006405290354389881,"score_gpt":0.2336092514368873,"score_spread":0.2272039610824974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409780118","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":[0.9423205,0.00035107508,0.04685932,0.00017958284,0.00006582083,0.00006548424,0.00042132163,0.000476259,0.00926055],"genre_scores_gemma":[0.99256235,0.00010205031,0.005988129,0.000011387092,0.000005542348,0.000032832893,0.00016228687,0.000018483463,0.0011169148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978405,0.00003370342,0.000017370623,0.00003099816,0.00007035143,0.00006357116],"domain_scores_gemma":[0.99969566,0.00011251342,0.00004562075,0.000015357313,0.00009769399,0.0000330917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032832436,0.0004492298,0.00072515535,0.0005570204,0.0006935787,0.0007200241,0.00060394936,0.000736002,0.0010967535],"category_scores_gemma":[0.0007645747,0.0002476592,0.0006032587,0.0006103959,0.00042910883,0.00042041048,0.00036625544,0.00041788822,0.000113803115],"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":[0.00016116147,0.000086872715,0.0057176473,0.00009729422,0.000021984835,0.00025989107,0.00013368684,0.9686004,0.017013589,0.0020436256,0.0003445939,0.0055193836],"study_design_scores_gemma":[0.000015007799,0.000033175365,0.0011757876,0.0000034331626,0.000003744618,0.0000107727465,0.00001688235,0.99707913,0.0014101408,0.00010918484,0.00013354255,0.000009325275],"about_ca_topic_score_codex":0.024371505,"about_ca_topic_score_gemma":0.0068976325,"teacher_disagreement_score":0.024371505,"about_ca_system_score_codex":0.0007344868,"about_ca_system_score_gemma":0.0011553466,"threshold_uncertainty_score":0.04845929},"labels":[],"label_agreement":null},{"id":"W4411266659","doi":"10.1016/s1003-6326(24)66760-9","title":"Static recrystallization kinetics and texture evolution of low-temperature extruded Mg−Zn−Ca alloy during annealing","year":2025,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Special Project for Research and Development in Key areas of Guangdong Province; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Guangdong Province","keywords":"Recrystallization (geology); Annealing (glass); Materials science; Alloy; Kinetics; Metallurgy; Crystallography; Chemistry; Geology","score_opus":0.00776186289275374,"score_gpt":0.23021530544947474,"score_spread":0.222453442556721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411266659","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":[0.9983619,0.00043437345,0.00048853527,0.00001029104,0.0000047004783,0.000005901706,0.00015918515,0.000033066397,0.0005021385],"genre_scores_gemma":[0.9981602,0.00015091858,0.00043868012,0.0000056832046,0.0000020905127,0.0000063206153,0.00018955699,0.000018538633,0.001028011],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989736,0.0000056922536,0.000007996656,0.0000314616,0.000033392276,0.00002406197],"domain_scores_gemma":[0.9999137,0.0000128468155,0.000021415395,0.000009873159,0.000031918888,0.00001012576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009226474,0.00020865358,0.00030246485,0.00025955884,0.00016078894,0.00025781879,0.00023517551,0.00017196855,0.00094544207],"category_scores_gemma":[0.00019920914,0.00021995085,0.00016401162,0.00030675155,0.00019213607,0.00019309437,0.000089875044,0.00022523652,0.00017237816],"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":[0.0001876071,0.00000836532,0.00081215875,0.000042481428,0.000007999589,0.00005874705,0.00006909043,0.0002209732,0.99691486,0.00003725596,0.000028151306,0.001612341],"study_design_scores_gemma":[0.0000091551965,0.00014695762,0.024661569,0.0000046551445,0.000019528123,0.00006320285,0.0000627806,0.0019883907,0.9720295,0.000018183735,0.0009862308,0.00000977506],"about_ca_topic_score_codex":0.0030620538,"about_ca_topic_score_gemma":0.0048728413,"teacher_disagreement_score":0.0030620538,"about_ca_system_score_codex":0.00029365742,"about_ca_system_score_gemma":0.00013323985,"threshold_uncertainty_score":0.0060884356},"labels":[],"label_agreement":null},{"id":"W4412617947","doi":"10.1016/s1003-6326(25)66824-5","title":"Efficient direct regeneration of spent LiFePO4 by low-temperature sintering","year":2025,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation for Distinguished Young Scholars of Hunan Province; National Natural Science Foundation of China","keywords":"Sintering; Regeneration (biology); Materials science; Chemical engineering; Metallurgy; Engineering; Cell biology; Biology","score_opus":0.007176113922628444,"score_gpt":0.24056807326885282,"score_spread":0.23339195934622436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412617947","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":[0.9868215,0.00077530724,0.0097772535,0.00006804234,0.000028903269,0.000022353146,0.00022152062,0.00028862324,0.0019964047],"genre_scores_gemma":[0.99239385,0.00047232409,0.004057975,0.000028261185,0.000006206188,0.000019161853,0.0002242059,0.000043162472,0.002754966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992526,0.000005297913,0.0000053912363,0.00001697296,0.000023821462,0.000023316199],"domain_scores_gemma":[0.999951,0.000007203498,0.000015263526,0.000006452988,0.000014133549,0.0000059128706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009738221,0.00036792978,0.00022569054,0.00034982074,0.000116162664,0.00022250376,0.00027648036,0.00034632112,0.00109695],"category_scores_gemma":[0.0001771891,0.00017121348,0.00023761035,0.00025327227,0.00017981921,0.0004674376,0.00029809825,0.0002461603,0.00045069435],"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":[0.00007072723,0.000009922796,0.00015067813,0.00007647007,0.0000037718614,0.00009574679,0.000021344651,0.00011772621,0.9945958,0.000093076895,0.00007970793,0.004684925],"study_design_scores_gemma":[0.000006571306,0.000046171353,0.00043158277,0.0000023583693,0.0000045945776,0.00009091362,0.000011168322,0.00077774003,0.99740607,0.000034417757,0.0011843912,0.000003987805],"about_ca_topic_score_codex":0.00030914164,"about_ca_topic_score_gemma":0.0005055611,"teacher_disagreement_score":0.00109695,"about_ca_system_score_codex":0.00017869541,"about_ca_system_score_gemma":0.00018154511,"threshold_uncertainty_score":0.0036697388},"labels":[],"label_agreement":null},{"id":"W7125477648","doi":"10.1016/s1003-6326(25)66940-8","title":"Effects of zirconia coating on improvement of sodium-ion migration in NaNi1/3Fe1/3Mn1/3O2 cathodes for sodium-ion batteries","year":2025,"lang":"en","type":"article","venue":"Transactions of Nonferrous Metals Society of China","topic":"Advancements in Battery Materials","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":"Ministry of Education and Child Care","funders":"","keywords":"Electrochemistry; Cubic zirconia; Coating; Cathode; X-ray photoelectron spectroscopy; Diffusion","score_opus":0.009913752691647175,"score_gpt":0.25485290680215805,"score_spread":0.24493915411051087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125477648","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":[0.9962894,0.0011684069,0.0017737407,0.000032789838,0.000037977723,0.000017470777,0.000053437176,0.00006789697,0.00055877987],"genre_scores_gemma":[0.9966486,0.0006797003,0.0019394016,0.000017760916,0.000008459022,0.000010588177,0.000055744047,0.000012616389,0.0006270299],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999062,0.00000897912,0.0000115812,0.000020623642,0.000028186649,0.000024528626],"domain_scores_gemma":[0.9999355,0.000006849387,0.0000224707,0.000004513468,0.000018990437,0.000011593187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014125368,0.00045782843,0.00030760138,0.00019601699,0.00011956175,0.0002991197,0.00028895747,0.0002921461,0.00049304636],"category_scores_gemma":[0.00019834167,0.00021664938,0.00033100776,0.00014283416,0.0001271355,0.0002336401,0.00016368135,0.00020253939,0.00015476838],"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":[0.000061810286,0.000011781511,0.00010647459,0.000054175413,0.000007988,0.000029220259,0.00000763281,0.00008839765,0.99850947,0.000018721004,0.0000154691,0.0010887973],"study_design_scores_gemma":[0.000008545608,0.00010663795,0.0011895915,0.000002637626,0.000027087939,0.000035330446,0.000011599978,0.0008671962,0.9973109,0.000004644806,0.00043069955,0.0000052104506],"about_ca_topic_score_codex":0.0011533963,"about_ca_topic_score_gemma":0.002291424,"teacher_disagreement_score":0.0011533963,"about_ca_system_score_codex":0.0001704752,"about_ca_system_score_gemma":0.0001422527,"threshold_uncertainty_score":0.002293408},"labels":[],"label_agreement":null}]}