{"meta":{"query_hash":"28fc2ee515d7","filters":{"venue":"Surface Science Spectra"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/28fc2ee515d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Surface+Science+Spectra"},"results":[{"id":"W2007092095","doi":"10.1116/11.20020105","title":"Analysis of Cerium–Zirconium Mixed Metal Oxides by X-Ray Photoelectron Spectroscopy","year":2001,"lang":"en","type":"article","venue":"Surface Science Spectra","topic":"Catalytic Processes in Materials Science","field":"Materials Science","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":"University of Alberta","funders":"Michigan Technological University; Ford Motor Company; U.S. Department of Energy","keywords":"X-ray photoelectron spectroscopy; Cerium; Zirconium; Materials science; Auger electron spectroscopy; Analytical Chemistry (journal); Metal; Binding energy; Spectral line; Auger; Chemistry; Metallurgy; Nuclear magnetic resonance; Atomic physics","score_opus":0.008783850900897538,"score_gpt":0.26286599930681304,"score_spread":0.2540821484059155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007092095","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":[0.9879694,0.0003754462,0.0056727445,0.00022839122,0.0010401661,0.0003068385,0.00012036585,0.00020154749,0.004085091],"genre_scores_gemma":[0.98851305,0.0001096349,0.010768087,0.00007980995,0.00004866187,0.000010263019,0.000013949877,0.000025627307,0.00043090954],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99404037,0.00010134868,0.0008293379,0.0015014069,0.0019765424,0.001550975],"domain_scores_gemma":[0.997375,0.0001580557,0.0005260038,0.0012369885,0.00035598644,0.0003479622],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038271132,0.00042633296,0.0009369452,0.0005832179,0.00047497184,0.0004557266,0.002667558,0.0000980548,0.0027823143],"category_scores_gemma":[0.00043666793,0.00038352053,0.00023305796,0.0084710885,0.0031940166,0.0015980117,0.0003374869,0.00018794299,0.00024528094],"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":[0.000055901946,0.00012848989,0.0009965991,0.000016105387,0.000040260747,0.000007468755,0.00021811394,0.0019696718,0.9957878,0.0005944368,0.00014871905,0.00003643404],"study_design_scores_gemma":[0.00021898384,0.00018457677,0.002491517,0.0000126138875,0.00027330295,0.000016057023,0.00024246375,0.0030444826,0.99225134,0.00051927526,0.00030190745,0.0004434571],"about_ca_topic_score_codex":0.0005689754,"about_ca_topic_score_gemma":0.00013657186,"teacher_disagreement_score":0.007887871,"about_ca_system_score_codex":0.00040260213,"about_ca_system_score_gemma":0.000696445,"threshold_uncertainty_score":0.99986166},"labels":[],"label_agreement":null},{"id":"W3080759638","doi":"10.1116/6.0000317","title":"Y(OH)3 powder characterized by XPS","year":2020,"lang":"en","type":"article","venue":"Surface Science Spectra","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","cited_by":9,"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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Analytical Chemistry (journal); Materials science; Chemistry; Nuclear magnetic resonance; Physics; Environmental chemistry","score_opus":0.01595861481431752,"score_gpt":0.24294851378887736,"score_spread":0.22698989897455984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080759638","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":[0.99148923,0.000098792174,0.0010632531,0.003777818,0.00068339705,0.00041352696,0.00020657851,0.00041419108,0.0018532161],"genre_scores_gemma":[0.9911964,0.000016106414,0.006656701,0.0017357448,0.00015553566,0.000009606569,0.000010370423,0.000026248443,0.00019327253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9968331,0.000108841305,0.0004361601,0.00088102464,0.0009630074,0.0007778672],"domain_scores_gemma":[0.9988165,0.00003991911,0.00015663206,0.00037662417,0.00011673625,0.0004936174],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011067664,0.00025641007,0.0003802975,0.00005381166,0.0003170593,0.0005055817,0.0009977956,0.00006799303,0.005673451],"category_scores_gemma":[0.00010779349,0.00022828503,0.00008193216,0.0010072251,0.00081672316,0.0013001981,0.00011136788,0.00011968942,0.0037487422],"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":[0.000044885703,0.000028304521,0.0000617327,0.000016410251,0.0000018366868,0.000008405451,0.00027179188,0.00001530617,0.9986385,0.0006007608,0.00022865665,0.00008337686],"study_design_scores_gemma":[0.00040854583,0.0000997118,0.0010244261,0.00000815692,0.000008558822,0.000008251566,0.00007024479,0.000036658374,0.99077475,0.00015572265,0.0071044657,0.00030047906],"about_ca_topic_score_codex":0.000036385307,"about_ca_topic_score_gemma":0.0000017537423,"teacher_disagreement_score":0.0078637535,"about_ca_system_score_codex":0.0000799701,"about_ca_system_score_gemma":0.00021335349,"threshold_uncertainty_score":0.997027},"labels":[],"label_agreement":null},{"id":"W3094017017","doi":"10.1116/6.0000475","title":"Surface Y2O3 layer formed on air exposed Y powder characterized by XPS","year":2020,"lang":"en","type":"article","venue":"Surface Science Spectra","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":37,"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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Yttrium; Analytical Chemistry (journal); Surface layer; Materials science; Layer (electronics); Metal; Diffraction; Chemistry; Nanotechnology; Metallurgy; Nuclear magnetic resonance; Optics; Environmental chemistry; Oxide; Physics","score_opus":0.019465359569323645,"score_gpt":0.26075467521108014,"score_spread":0.24128931564175649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094017017","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":[0.9651947,0.00003741343,0.0023515942,0.0023073556,0.00013383549,0.00039612973,0.00010363785,0.00013782935,0.029337496],"genre_scores_gemma":[0.9970938,0.000004152234,0.0014089841,0.0006846187,0.00021523399,0.000008950586,0.00001872182,0.000031985946,0.00053357554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975495,0.000020253729,0.00026402777,0.0007570213,0.00061837496,0.00079084083],"domain_scores_gemma":[0.9990125,0.00008158277,0.00014348091,0.0003394529,0.00010222189,0.00032078105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013598129,0.0003224563,0.00036068377,0.000017691842,0.00037455384,0.000075262964,0.00058661104,0.000031022035,0.00030130308],"category_scores_gemma":[0.000018335464,0.00028671967,0.00012176543,0.00075855776,0.00048615236,0.000564883,0.00017115759,0.00033377478,0.00038907886],"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":[0.000041002113,0.00009500038,0.001038002,0.0000073158617,0.000020726027,9.1167635e-7,0.000430453,0.00056085247,0.9932327,0.003136742,0.0010384835,0.00039778053],"study_design_scores_gemma":[0.00069191837,0.000111815716,0.00032215033,0.000012749318,0.000009983596,1.210479e-7,0.0005247599,0.00019117122,0.98389846,0.009571844,0.004244106,0.0004209333],"about_ca_topic_score_codex":0.000013028441,"about_ca_topic_score_gemma":2.467925e-7,"teacher_disagreement_score":0.03189907,"about_ca_system_score_codex":0.00008297094,"about_ca_system_score_gemma":0.0001093197,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W3107149863","doi":"10.1116/6.0000318","title":"Co(OH)2 powder characterized by x-ray photoelectron spectroscopy (XPS) and ultraviolet photoelectron spectroscopy (UPS)","year":2020,"lang":"en","type":"article","venue":"Surface Science Spectra","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":24,"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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Ultraviolet photoelectron spectroscopy; Analytical Chemistry (journal); Ultraviolet; Valence (chemistry); Spectroscopy; X-ray; Materials science; Chemistry; Nuclear magnetic resonance; Optics; Physics; Optoelectronics; Environmental chemistry","score_opus":0.008542670320141593,"score_gpt":0.24833617748105782,"score_spread":0.23979350716091624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107149863","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":[0.98452055,0.00063006015,0.008118407,0.00060284534,0.0005638136,0.0011700517,0.00017667496,0.00090185954,0.003315756],"genre_scores_gemma":[0.98864585,0.0008386062,0.008825056,0.0009956564,0.00029568525,0.000050197257,0.000055333734,0.0001515487,0.00014207495],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9951325,0.00007649493,0.0006389041,0.0012805155,0.0009337251,0.0019378604],"domain_scores_gemma":[0.99856704,0.00006413309,0.00016295041,0.00058761175,0.00006552483,0.0005527124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006241128,0.00073873275,0.0007639624,0.00014449436,0.00039571294,0.00050786685,0.00094602077,0.00014276858,0.0011960187],"category_scores_gemma":[0.000052246945,0.00076216145,0.0000724546,0.0010590396,0.00073616416,0.0011825978,0.00007420046,0.00061028666,0.00031391412],"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":[0.00011045465,0.00004426653,0.00029051688,0.00006852013,0.000028582952,0.000010841534,0.0003681543,0.00026668518,0.99726313,0.000103916565,0.0013447831,0.00010017397],"study_design_scores_gemma":[0.0008958079,0.00050764,0.0006063848,0.000028399712,0.00002650968,0.000015965488,0.00009939397,0.00085424515,0.99140805,0.00025809035,0.0044751605,0.00082433247],"about_ca_topic_score_codex":0.000016741082,"about_ca_topic_score_gemma":0.0000022384172,"teacher_disagreement_score":0.005855034,"about_ca_system_score_codex":0.00048960024,"about_ca_system_score_gemma":0.00014578481,"threshold_uncertainty_score":0.999717},"labels":[],"label_agreement":null},{"id":"W311607371","doi":"10.1116/11.20030701","title":"Mature Dental Enamel [Calcium Hydroxyapatite, Ca10(PO4) 6(OH) 2] by XPS","year":2002,"lang":"en","type":"article","venue":"Surface Science Spectra","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":24,"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":"X-ray photoelectron spectroscopy; Enamel paint; Materials science; Premolar; Calcium; Tooth enamel; Dentistry; Nuclear chemistry; Analytical Chemistry (journal); Chemistry; Nuclear magnetic resonance; Metallurgy; Composite material; Environmental chemistry; Medicine","score_opus":0.008084690619925715,"score_gpt":0.20415080234408167,"score_spread":0.19606611172415594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W311607371","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":[0.971241,0.0014419133,0.0016951151,0.00015513808,0.0019869697,0.00025413602,0.000072692856,0.0011782094,0.02197483],"genre_scores_gemma":[0.9930098,0.00007929298,0.0041706944,0.000029288292,0.000116495445,0.000006351677,0.000006039421,0.00006885706,0.0025131973],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99779576,0.000015371992,0.00027999465,0.0004456435,0.0006057787,0.00085744174],"domain_scores_gemma":[0.99915135,0.000025861114,0.000034495803,0.00049783767,0.000030881893,0.0002596],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032317196,0.00031686047,0.0002783758,0.00011781698,0.00015960007,0.00024058235,0.0006412834,0.00012029745,0.0014763576],"category_scores_gemma":[0.00003810514,0.00032583968,0.000057983725,0.0008682365,0.0002681964,0.0005970451,0.00006877517,0.00029722272,0.0011556518],"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":[0.0000012031819,0.000023074299,0.00010337103,0.000032873395,0.000008684484,0.00001452318,0.00032294317,0.019640896,0.9691932,0.00026305852,0.010165471,0.00023066075],"study_design_scores_gemma":[0.00029070486,0.000050415005,0.0011652577,0.000042720272,0.000012263634,0.000054602224,0.000061896586,0.07202169,0.91581607,0.00012368595,0.009656516,0.00070419855],"about_ca_topic_score_codex":0.00003565845,"about_ca_topic_score_gemma":0.0000076189162,"teacher_disagreement_score":0.053377196,"about_ca_system_score_codex":0.00025445802,"about_ca_system_score_gemma":0.000015714828,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W3121495444","doi":"10.1116/6.0000477","title":"Co3O4 nanoparticles characterized by XPS and UPS","year":2021,"lang":"en","type":"article","venue":"Surface Science Spectra","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":82,"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 Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"X-ray photoelectron spectroscopy; Nanoparticle; Cobalt; Valence (chemistry); Materials science; Analytical Chemistry (journal); Ultraviolet photoelectron spectroscopy; Chemistry; Nanotechnology; Chemical engineering; Environmental chemistry; Metallurgy","score_opus":0.008761045098321209,"score_gpt":0.23306837532359181,"score_spread":0.2243073302252706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121495444","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":[0.99647963,0.00044191434,0.00059953495,0.00016903951,0.00053046265,0.000101411526,0.000025177847,0.0001707513,0.001482056],"genre_scores_gemma":[0.9946742,0.00015282781,0.0046893205,0.00010592626,0.000032107608,0.000005297122,0.0000030871674,0.000016915266,0.00032032674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891955,0.00001596429,0.00016176877,0.00027946645,0.00023826554,0.00038496824],"domain_scores_gemma":[0.9996,0.000021581161,0.000021365706,0.00022601192,0.00003416439,0.000096904616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488873,0.00012051657,0.00014794045,0.000023357896,0.00012379713,0.00016920098,0.00016349267,0.00002376012,0.0003631109],"category_scores_gemma":[0.000025580966,0.00012202947,0.000009930457,0.0003193503,0.00026894925,0.0004772151,0.00006932752,0.000061160266,0.0000756558],"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":[0.0000021266187,0.000009448056,0.0002751085,0.000015723412,0.0000032762932,0.0000069329026,0.00007982725,0.0001834056,0.998468,0.00017874899,0.00018546595,0.0005919547],"study_design_scores_gemma":[0.00017230518,0.000011714623,0.001404856,0.000011016611,0.0000035583525,0.000013129592,0.00007415206,0.00025550392,0.99366087,0.0004012084,0.0038312473,0.00016046388],"about_ca_topic_score_codex":0.0000014431386,"about_ca_topic_score_gemma":0.000001160597,"teacher_disagreement_score":0.004807138,"about_ca_system_score_codex":0.000057405916,"about_ca_system_score_gemma":0.000033839504,"threshold_uncertainty_score":0.49762174},"labels":[],"label_agreement":null}]}