{"meta":{"query_hash":"c69613fff1a7","filters":{"venue":"Materials Technology"},"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/c69613fff1a7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Materials+Technology"},"results":[{"id":"W1973060962","doi":"10.1179/175355510x12850784228001","title":"Surface characterisation techniques in the study and conservation of art and archaeological artefacts: a review","year":2010,"lang":"en","type":"review","venue":"Materials Technology","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Conservation; Archaeology; Cover (algebra); Field (mathematics); History; Engineering; Geography; Environmental planning; Mechanical engineering","score_opus":0.07252496910756266,"score_gpt":0.3130747300824893,"score_spread":0.24054976097492664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973060962","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19454305,0.80158645,2.6379544e-7,0.0011815566,0.00010751469,0.0023165974,0.00009762703,0.00009468017,0.00007223405],"genre_scores_gemma":[0.009342905,0.98990977,0.00006828803,0.00009892091,0.00006368297,0.00031881419,0.00011615422,0.000017228298,0.00006425607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810314,0.00039481407,0.0009249574,0.00031492047,0.00010993765,0.00015222204],"domain_scores_gemma":[0.9988554,0.00009230137,0.000622732,0.0003458078,0.000071178125,0.0000125424285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010869695,0.00028820953,0.0017291347,0.00018006198,0.00007478293,0.0000930463,0.00024908927,0.00028794538,0.00046055418],"category_scores_gemma":[0.00013107652,0.00016141383,0.000052846877,0.00010927079,0.0005969941,0.00008771715,0.0001775951,0.0002247345,0.00001116912],"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":[0.000034574074,0.00058451114,0.00017485658,0.079418086,0.00026998585,0.00007568347,0.009032861,1.5035099e-9,0.0063588195,0.0318099,0.0008719377,0.87136877],"study_design_scores_gemma":[0.000066070104,0.00016808353,0.00003706833,0.005565881,0.00042148062,0.000049181406,0.0006462702,5.0040324e-8,0.00015014416,0.00053130044,0.99216574,0.00019872053],"about_ca_topic_score_codex":0.00015015544,"about_ca_topic_score_gemma":0.00062943716,"teacher_disagreement_score":0.9912938,"about_ca_system_score_codex":0.0000127220255,"about_ca_system_score_gemma":0.00001606323,"threshold_uncertainty_score":0.65822655},"labels":[],"label_agreement":null},{"id":"W1991719275","doi":"10.1179/1753555712y.0000000035","title":"Ag modified LSCF as cathode material for protonic conducting SOFCs","year":2012,"lang":"en","type":"article","venue":"Materials Technology","topic":"Advancements in Solid Oxide Fuel Cells","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":"University of Alberta","funders":"","keywords":"Materials science; Cathode; Sintering; Electrolyte; Non-blocking I/O; Anode; Perovskite (structure); Oxide; Electrochemistry; Chemical engineering; Chemical stability; Solid oxide fuel cell; Proton conductor; Composite material; Metallurgy; Catalysis; Electrode; Chemistry","score_opus":0.05482601226610583,"score_gpt":0.33453297034186646,"score_spread":0.2797069580757606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991719275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871657,0.000098942575,0.002213276,0.00030671468,0.0059577655,0.0024625687,0.0002553903,0.00088766,0.0006519786],"genre_scores_gemma":[0.95231557,0.000010295017,0.04375735,0.00017336539,0.00077011465,0.0021545247,0.000075531134,0.00010256093,0.0006406627],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968936,0.000118043696,0.0007827833,0.00061025965,0.00023999451,0.0013553262],"domain_scores_gemma":[0.998376,0.00007232624,0.0004769763,0.0008361063,0.00012384373,0.000114745664],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012468328,0.00039547135,0.0006471842,0.00022806496,0.0002852303,0.00012803245,0.000749043,0.0004910879,0.0033414322],"category_scores_gemma":[0.0003794101,0.00037364912,0.000051579922,0.00019747617,0.0003727044,0.0004943019,0.0004830976,0.0001170181,0.0008925131],"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":[0.00013697617,0.000099983896,0.000052226304,0.000116647316,0.000012220947,0.0000038712824,0.00016863174,0.0000097707625,0.982855,0.015859343,0.00036734575,0.00031793944],"study_design_scores_gemma":[0.00069695344,0.00016870076,0.0000081648495,0.000026099053,0.000034775832,0.00008759084,0.00022681018,0.0000031945692,0.96968067,0.013002216,0.015688,0.00037681582],"about_ca_topic_score_codex":0.000036197616,"about_ca_topic_score_gemma":0.0000018644071,"teacher_disagreement_score":0.041544072,"about_ca_system_score_codex":0.00015741831,"about_ca_system_score_gemma":0.00007415559,"threshold_uncertainty_score":0.9998854},"labels":[],"label_agreement":null},{"id":"W2032058498","doi":"10.1179/106678509x12475883594787","title":"Electrochemical behaviour of squeeze cast AJ62 magnesium alloy in salt solution and engine coolant","year":2009,"lang":"en","type":"article","venue":"Materials Technology","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":8,"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 Windsor","funders":"","keywords":"Microstructure; Materials science; Corrosion; Metallurgy; Alloy; Coolant; Dielectric spectroscopy; Magnesium; Electrochemistry; Magnesium alloy; Salt (chemistry); Electrode; Chemistry","score_opus":0.0059612890827620635,"score_gpt":0.21604518195763725,"score_spread":0.2100838928748752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032058498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967109,0.0001545145,0.00018035504,0.002342603,0.0000861372,0.00027914383,0.000023559433,0.00015507767,0.00006770957],"genre_scores_gemma":[0.99725276,0.000034286553,0.0024604516,0.00006287941,0.000039799354,0.00006437199,0.000015016406,0.000011813976,0.00005860888],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878114,0.000029751334,0.00042055885,0.0003198054,0.000098997465,0.00034971468],"domain_scores_gemma":[0.9994838,0.000010444174,0.00012292936,0.00029377028,0.00005176483,0.000037295755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023256686,0.00015254151,0.00032215053,0.00017288825,0.00004733292,0.00002625634,0.00024102133,0.00023571448,0.0003085643],"category_scores_gemma":[0.000040657163,0.00013718674,0.000016352036,0.00020088839,0.00015442491,0.000067582616,0.00009719734,0.00008454497,0.000023421942],"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":[0.000051943094,0.00009621853,0.0002655346,0.000032712713,6.7442994e-7,0.0000046784103,0.000028183222,5.450641e-7,0.9954013,0.0037413118,0.00004558407,0.0003312795],"study_design_scores_gemma":[0.00032483504,0.00024266416,0.0034488207,0.000012257232,0.000012893472,0.000066330016,0.000030392717,0.000021719692,0.99427116,0.0012426145,0.0001822948,0.00014398967],"about_ca_topic_score_codex":0.0001631745,"about_ca_topic_score_gemma":0.000036855963,"teacher_disagreement_score":0.003183286,"about_ca_system_score_codex":0.000034466848,"about_ca_system_score_gemma":0.000028005657,"threshold_uncertainty_score":0.55943125},"labels":[],"label_agreement":null},{"id":"W2035385868","doi":"10.1179/106678509x12475884367544","title":"Effect of strontium content on porosity and tensile properties of squeeze cast Mg–Al–Sr alloy","year":2009,"lang":"en","type":"article","venue":"Materials Technology","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":2,"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 Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario; University of Windsor","keywords":"Strontium; Materials science; Ultimate tensile strength; Alloy; Porosity; Elongation; Metallurgy; Tensile testing; Grain size; Composite material; Chemistry","score_opus":0.015707986105429565,"score_gpt":0.22751681426574627,"score_spread":0.2118088281603167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035385868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969641,0.00019459629,0.000009614165,0.0017396053,0.0001579529,0.0005826506,0.00005391385,0.0001370375,0.0001605356],"genre_scores_gemma":[0.99936616,0.00003362137,0.00023855706,0.00010556915,0.000022942662,0.00006442727,0.000003658005,0.000012398095,0.00015268955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987477,0.0000813572,0.00044073266,0.00032377825,0.00014354994,0.00026285756],"domain_scores_gemma":[0.9991399,0.000018423003,0.00024338606,0.00045697473,0.00010562247,0.000035709232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039618678,0.0001898161,0.0005433236,0.00011341448,0.00007684082,0.00002528632,0.00027378177,0.000159228,0.00015327723],"category_scores_gemma":[0.000090475696,0.00012998248,0.00003304552,0.00009830508,0.00037722607,0.00006240895,0.00012570381,0.000059784707,0.00002121243],"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":[0.00030192587,0.00008894089,0.00011703691,0.00012673976,0.0000047485064,0.000001983909,0.000036312747,0.0000022177433,0.99521214,0.0031242552,0.00015186728,0.0008318364],"study_design_scores_gemma":[0.0004581305,0.0019443866,0.0011327072,0.00006476141,0.000025593432,0.000017534832,0.000059999682,0.0000046145738,0.9955392,0.000098390796,0.0005284797,0.0001262418],"about_ca_topic_score_codex":0.00019950444,"about_ca_topic_score_gemma":0.000008770647,"teacher_disagreement_score":0.0030258645,"about_ca_system_score_codex":0.000018299845,"about_ca_system_score_gemma":0.00001825954,"threshold_uncertainty_score":0.53005314},"labels":[],"label_agreement":null},{"id":"W2038264149","doi":"10.1179/175355507x196510","title":"Developments in composites: advanced, infrastructural, natural and nano-composites","year":2007,"lang":"en","type":"article","venue":"Materials Technology","topic":"Material Selection and Properties","field":"Materials Science","cited_by":8,"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":"Aerospace; Automotive industry; Joint venture; Advanced composite materials; Composite material; Materials science; Composite number; Engineering; Business; Aerospace engineering; Commerce","score_opus":0.005038045030379856,"score_gpt":0.22894222996439395,"score_spread":0.2239041849340141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038264149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997276,0.00031715113,0.000033088923,0.00015805736,0.0012854948,0.00023611636,0.000008307939,0.00031644834,0.0003693013],"genre_scores_gemma":[0.99095273,0.00003852497,0.008638889,0.00016588136,0.000039598035,0.000020243664,0.000011137915,0.000018197674,0.00011478699],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853224,0.000044669014,0.00048926915,0.00034890705,0.00012085826,0.00046403633],"domain_scores_gemma":[0.9995744,0.00002750544,0.00012500718,0.00017563124,0.000052039337,0.000045412853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003866152,0.00020858395,0.0003303662,0.0003612417,0.00014058161,0.00011424051,0.0002479975,0.00019268483,0.00039091767],"category_scores_gemma":[0.00004840813,0.00017411153,0.000011129248,0.00027867264,0.00021876984,0.0002027654,0.00020885971,0.000092484835,0.00009742961],"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":[0.00019010078,0.000015040846,0.0025893454,0.000035723682,0.0000033313445,0.00001076253,0.00012614815,0.0000016703739,0.99359185,0.0013771496,0.000026894146,0.002031972],"study_design_scores_gemma":[0.00047200517,0.000072281626,0.009020163,0.000043946013,0.0000027678373,0.00010327281,0.00010770306,0.0000014725146,0.9850794,0.000582434,0.004293354,0.00022116688],"about_ca_topic_score_codex":0.000092087845,"about_ca_topic_score_gemma":0.000105029365,"teacher_disagreement_score":0.0086058,"about_ca_system_score_codex":0.00006656089,"about_ca_system_score_gemma":0.000019673018,"threshold_uncertainty_score":0.7100062},"labels":[],"label_agreement":null},{"id":"W2331361043","doi":"10.1080/10667857.2016.1160502","title":"Preparation, properties and<i>in vivo</i>antimicrobial activity in yacon roots of microencapsulation containing cinnamon oil","year":2016,"lang":"en","type":"article","venue":"Materials Technology","topic":"Botanical Research and Applications","field":"Agricultural and Biological Sciences","cited_by":9,"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 Guelph","funders":"","keywords":"Yacón; Food science; Antimicrobial; Essential oil; In vivo; Chemistry; Yeast; Garlic Oil; Relative humidity; Materials science; Biotechnology; Biochemistry; Biology; Organic chemistry","score_opus":0.02284021706268617,"score_gpt":0.2531912094549918,"score_spread":0.2303509923923056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331361043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540347,0.000019788715,0.000003892877,0.004331017,0.000015547634,0.00012856405,0.000024937457,0.0000326581,0.000040136183],"genre_scores_gemma":[0.99975765,0.00007243393,0.000034831963,0.000013677743,0.000015153608,0.000048855974,0.000001748686,6.442858e-7,0.000054980967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934506,0.000048666614,0.00020259795,0.00018299735,0.000049976094,0.00017069172],"domain_scores_gemma":[0.9997845,0.0000451814,0.00007112656,0.00004780735,0.00003361387,0.000017717926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019668227,0.00006282584,0.00015524389,0.000030111516,0.00003166478,0.000012756171,0.00010408818,0.00012230982,0.00007137276],"category_scores_gemma":[0.000113003676,0.000023306922,0.000009827601,0.00019418258,0.00012923729,0.0000867183,0.00007265081,0.000036593545,0.0000039406004],"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":[0.00014094994,0.000040608866,0.00369624,0.000007092435,0.0000011693031,4.8108785e-7,0.000006910369,2.555771e-7,0.9774603,0.00029151663,0.00001079052,0.018343681],"study_design_scores_gemma":[0.00017155676,0.00010192657,0.04743585,0.00005950873,8.1974133e-7,0.0000016186068,0.000012376267,0.000004521579,0.95120573,0.0006921508,0.000261274,0.000052648735],"about_ca_topic_score_codex":0.00029437084,"about_ca_topic_score_gemma":0.0019454083,"teacher_disagreement_score":0.04373961,"about_ca_system_score_codex":0.000020748907,"about_ca_system_score_gemma":0.0000072477906,"threshold_uncertainty_score":0.10855835},"labels":[],"label_agreement":null},{"id":"W3122633114","doi":"10.1080/10667857.2020.1863546","title":"Mechanical behaviour, hybridisation and osteoblast activities of novel baghdadite/ PCL-graphene nanocomposite scaffold: viability, cytotoxicity and calcium activity","year":2021,"lang":"en","type":"article","venue":"Materials Technology","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Osteoblast; Biocompatibility; Materials science; Graphene; Compressive strength; Scaffold; Raman spectroscopy; Viability assay; Nanocomposite; Cytotoxicity; Ceramic; Fourier transform infrared spectroscopy; Chemical engineering; Composite material; Nanotechnology; Biomedical engineering; Chemistry; Cell; In vitro; Biochemistry; Metallurgy","score_opus":0.011005308557621897,"score_gpt":0.2252890751832734,"score_spread":0.21428376662565152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122633114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650854,0.000086621956,0.002045611,0.00016655629,0.0001632223,0.0003160818,0.00036203096,0.00032836193,0.000022947812],"genre_scores_gemma":[0.9976168,0.00008919741,0.0020696102,0.00000985232,0.000026640508,0.00012396174,0.000029951862,0.000030465435,0.0000034663417],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989561,0.000040104824,0.00033290967,0.00033439364,0.00009517441,0.00024135239],"domain_scores_gemma":[0.9993815,0.000050058305,0.000091110895,0.00037151368,0.00005229246,0.000053532887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017109879,0.00020991544,0.00045858134,0.00020492311,0.0000854761,0.00004889874,0.000109151675,0.0002792058,0.00004450228],"category_scores_gemma":[0.000020235897,0.00022695304,0.0000357694,0.00027200434,0.00021328438,0.00013835619,0.0001998477,0.00007339559,0.0000012588298],"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":[0.000019717292,0.00011044719,0.0010491137,0.0001372505,0.00003153443,0.0000029566258,0.000028262823,0.0000040075033,0.99546266,0.0027388488,0.000012038199,0.00040319577],"study_design_scores_gemma":[0.0004281936,0.00006204077,0.010458703,0.000028270455,0.000046304274,0.00007500828,0.000052198237,0.00007727091,0.9869976,0.0015603239,0.000023065753,0.00019103389],"about_ca_topic_score_codex":0.000054288834,"about_ca_topic_score_gemma":0.000046386893,"teacher_disagreement_score":0.00940959,"about_ca_system_score_codex":0.000027582499,"about_ca_system_score_gemma":0.0000183445,"threshold_uncertainty_score":0.92548764},"labels":[],"label_agreement":null},{"id":"W3203172949","doi":"10.1080/10667857.2021.1982472","title":"Riboflavin mediated photo-illumination for bonding zirconia to tooth structure","year":2021,"lang":"en","type":"article","venue":"Materials Technology","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Princess Nourah Bint Abdulrahman University","keywords":"Adhesive; Materials science; Cubic zirconia; Dentin; Streptococcus mutans; Composite material; Bond strength; Nuclear chemistry; Ceramic; Chemistry; Bacteria","score_opus":0.011908982299507568,"score_gpt":0.3144658669898203,"score_spread":0.3025568846903128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203172949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988197,0.00013388845,0.00015792761,0.009419087,0.0003529404,0.0009466939,0.00037704434,0.00029432465,0.00012107193],"genre_scores_gemma":[0.9943737,0.000044273755,0.00343468,0.0005056669,0.00009601962,0.00026003647,0.000248076,0.00003640662,0.001001174],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998749,0.000031613836,0.00027720237,0.0003647601,0.00016719445,0.00041018522],"domain_scores_gemma":[0.9991589,0.000075869946,0.00006863599,0.00036345795,0.00026339258,0.00006972533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019885396,0.00016145706,0.00045932183,0.00035217483,0.00009886105,0.000026901527,0.00013570623,0.000253329,0.00061895145],"category_scores_gemma":[0.0013214397,0.00014463595,0.0000377521,0.00048079694,0.00010661799,0.000038011032,0.00015352169,0.000110054236,0.000023752229],"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":[0.0001507792,0.000034929915,0.00016564822,0.000098864475,0.000087362874,0.000044738194,0.00010393127,1.4535102e-7,0.99472713,0.0021374067,0.0010110995,0.0014379852],"study_design_scores_gemma":[0.0011153269,0.00028034433,0.001603291,0.000062992614,0.000028789296,0.0000805089,0.0003451463,0.0000054270613,0.96539783,0.0021700994,0.028781781,0.00012846275],"about_ca_topic_score_codex":0.000016564676,"about_ca_topic_score_gemma":0.00006765047,"teacher_disagreement_score":0.029329278,"about_ca_system_score_codex":0.00016349227,"about_ca_system_score_gemma":0.00011000398,"threshold_uncertainty_score":0.6777084},"labels":[],"label_agreement":null},{"id":"W4414622857","doi":"10.1080/10667857.2025.2562530","title":"Enhanced efficiency of thin-film solar cells using AgInSe₂ back surface field layer: a SCAPS-1D numerical study","year":2025,"lang":"en","type":"article","venue":"Materials Technology","topic":"Chalcogenide Semiconductor Thin Films","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":"Artificial Intelligence in Medicine (Canada)","funders":"Rajshahi University; University of Engineering and Technology, Lahore","keywords":"Surface (topology); Field (mathematics); Computer simulation; Solar cell; Photovoltaic system; Numerical analysis","score_opus":0.012093677641834317,"score_gpt":0.24916051378454915,"score_spread":0.23706683614271484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414622857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905163,0.0001974487,0.0055679088,0.00006489943,0.0019386385,0.00055341184,0.000026329632,0.0006419711,0.00049306755],"genre_scores_gemma":[0.9976158,0.000019161072,0.0021518955,0.000034860557,0.00002580472,0.000012061087,0.0000030301721,0.000044233977,0.000093113886],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983502,0.000059178343,0.0006245092,0.00038250553,0.00014675596,0.00043684116],"domain_scores_gemma":[0.99901825,0.00007219563,0.00010320536,0.0007059588,0.00006673574,0.00003366662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024771065,0.00028761354,0.0006485801,0.00033802536,0.00005443405,0.00003673044,0.00056361704,0.00039967167,0.00051355193],"category_scores_gemma":[0.00007834386,0.00030046268,0.000060860515,0.0007508716,0.00008338969,0.0000744612,0.00027459188,0.00024151645,0.000095288],"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":[0.000018871668,0.00011926078,0.000156225,0.00013316107,0.000079201534,0.000009736694,0.00032991785,0.005860971,0.99281096,0.00009459282,0.00028951984,0.00009758497],"study_design_scores_gemma":[0.00046395147,0.00012321939,0.00001841705,0.000066753266,0.00004333913,0.000007140917,0.0004598283,0.0030837012,0.99512064,0.00020848282,0.00016890095,0.0002356199],"about_ca_topic_score_codex":0.00014376713,"about_ca_topic_score_gemma":0.0000055758105,"teacher_disagreement_score":0.0070995144,"about_ca_system_score_codex":0.00007911281,"about_ca_system_score_gemma":0.000038889844,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W7116849533","doi":"10.1080/10667857.2025.2602641","title":"Absorption-dominant shielding effectiveness of carbon-based nanocomposites with enhanced dielectric and magnetic losses","year":2025,"lang":"en","type":"article","venue":"Materials Technology","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Dielectric; Nanocomposite; Electromagnetic shielding; Dielectric loss; Permittivity; Magnetic field","score_opus":0.003268440986724413,"score_gpt":0.21754886883030622,"score_spread":0.2142804278435818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116849533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690944,0.0004845482,0.0010184044,0.00014886342,0.00022445826,0.00072155386,0.000016548845,0.00019514881,0.0002810321],"genre_scores_gemma":[0.9971249,0.000029163037,0.002473491,0.000027169752,0.000016408689,0.00024989602,0.0000069072885,0.00002607256,0.000045962166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99808073,0.00026923238,0.0005160601,0.0005330493,0.00015817351,0.00044272834],"domain_scores_gemma":[0.99876314,0.00035513527,0.00024633727,0.00044658358,0.0001544696,0.000034357858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006727627,0.00028782128,0.0006985562,0.00064522907,0.00009582804,0.00007547674,0.000318809,0.00025148308,0.00020592],"category_scores_gemma":[0.00015792449,0.0002407236,0.000024881316,0.000660835,0.00049081777,0.000062561725,0.00012079137,0.00007309511,0.000009555207],"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":[0.00058874144,0.000070874805,0.000603942,0.0006110446,0.000013559565,0.000007220568,0.000012466532,0.000013565769,0.99393743,0.0039285803,0.0000020146672,0.00021053379],"study_design_scores_gemma":[0.0011618402,0.0010491977,0.00444054,0.00053609733,0.00006426577,0.00001883145,0.000017311391,0.000014296486,0.9887184,0.0037364012,0.000009231329,0.00023361163],"about_ca_topic_score_codex":0.00011899333,"about_ca_topic_score_gemma":0.000014545125,"teacher_disagreement_score":0.0052190805,"about_ca_system_score_codex":0.00005912884,"about_ca_system_score_gemma":0.0001162217,"threshold_uncertainty_score":0.98164237},"labels":[],"label_agreement":null}]}