{"meta":{"query_hash":"a9bc872e5cf8","filters":{"venue":"e-Journal of Surface Science and Nanotechnology"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/a9bc872e5cf8","api":"https://metacan.xera.ac/api/v1/cohort?venue=e-Journal+of+Surface+Science+and+Nanotechnology"},"results":[{"id":"W2004364304","doi":"10.1380/ejssnt.2011.257","title":"First Principles Study on the Adsorption and Dehydrogenation of Borohydride on Mn(111)","year":2011,"lang":"en","type":"article","venue":"e-Journal of Surface Science and Nanotechnology","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Science Education Institute, Department of Science and Technology, Republic of the Philippines; University of British Columbia; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Dehydrogenation; Adsorption; Borohydride; Metastability; Density functional theory; Chemistry; Molecule; Hydrogen bond; Atom (system on chip); Computational chemistry; Hydrogen storage; Hydrogen; Hydrogen atom; Photochemistry; Inorganic chemistry; Crystallography; Physical chemistry; Catalysis; Organic chemistry","score_opus":0.04505045624348447,"score_gpt":0.25463217034489444,"score_spread":0.20958171410140997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004364304","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":[0.9987523,0.00010932193,0.000039829058,0.0005337247,0.0002572961,0.00020667588,0.0000044382186,0.000016651276,0.00007974452],"genre_scores_gemma":[0.9994174,0.000110616216,0.0003729005,0.00005815118,0.000015669035,0.0000024359363,6.561387e-8,0.00000576721,0.000016972277],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986341,0.000070604474,0.00039418117,0.00022833081,0.00046019265,0.00021256226],"domain_scores_gemma":[0.99895114,0.00008622105,0.00044447003,0.00024254246,0.00021825013,0.00005735176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030522433,0.00011556135,0.00023671285,0.00021868762,0.00022600681,0.00003726251,0.000434576,0.00008377174,0.00006449142],"category_scores_gemma":[0.0003850896,0.00007048759,0.000023207795,0.00034553625,0.0007825785,0.0002895198,0.0001285704,0.00011935013,0.000015583651],"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":[0.000118737764,0.00014568848,0.0005111827,0.0000066733496,0.000006400333,0.000013144627,0.0013219527,0.00007694143,0.99535036,0.0022163214,0.000017203138,0.00021536747],"study_design_scores_gemma":[0.0002839103,0.0017344512,0.0014443977,0.00004458587,0.00001630345,0.00006520065,0.00078448735,0.000068699606,0.9942287,0.00084352365,0.0004067249,0.00007897959],"about_ca_topic_score_codex":0.0000280612,"about_ca_topic_score_gemma":0.000014396067,"teacher_disagreement_score":0.0026671537,"about_ca_system_score_codex":0.00003531941,"about_ca_system_score_gemma":0.00008625234,"threshold_uncertainty_score":0.28834432},"labels":[],"label_agreement":null},{"id":"W2603213444","doi":"10.1380/ejssnt.2017.31","title":"Importance of the Inter-Electrode Distance for the Electrochemical Synthesis of Magnetite Nanoparticles: Synthesis, Characterization, Computational Modelling, and Cytotoxicity","year":2017,"lang":"en","type":"article","venue":"e-Journal of Surface Science and Nanotechnology","topic":"Iron oxide chemistry and applications","field":"Energy","cited_by":44,"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":"University of Sistan and Baluchestan; Compute Canada; University of Windsor","keywords":"Magnetite; Nanomaterials; Nanoparticle; Materials science; Particle size; Chemical engineering; Particle (ecology); Magnetic nanoparticles; Nanotechnology; Characterization (materials science); Metallurgy","score_opus":0.011226069505270959,"score_gpt":0.23576696179302878,"score_spread":0.2245408922877578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603213444","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":[0.9743119,0.00021289093,0.021480106,0.0038473506,0.00002071175,0.000089083165,0.00001181099,0.000004763567,0.00002140322],"genre_scores_gemma":[0.99749607,0.00020999121,0.0022206851,0.000026156516,0.000012305261,0.000007841464,2.253505e-7,0.0000046142522,0.000022097915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991699,0.000011209857,0.00032218365,0.00015132388,0.00018463156,0.00016077916],"domain_scores_gemma":[0.99846095,0.00025621805,0.00065863295,0.00029060413,0.00030463608,0.000028982657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005445123,0.000079623285,0.0001831396,0.000026908872,0.00041105054,0.000028637427,0.0006744468,0.000062671425,0.000004818304],"category_scores_gemma":[0.0006790722,0.000050307364,0.000040836803,0.00015578089,0.0017541858,0.00015783343,0.00008488245,0.00012046639,1.1949831e-7],"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":[0.00003988615,0.000026811023,0.0013114695,0.00001990507,0.000010379934,1.315075e-7,0.00003675486,0.00048929756,0.9914722,0.0050676377,0.0000063239127,0.0015191885],"study_design_scores_gemma":[0.00010111674,0.000031364263,0.0023146844,0.000045188557,0.000026358422,0.000023631235,0.000032860138,0.008806997,0.98440784,0.0038391228,0.0003177012,0.00005311562],"about_ca_topic_score_codex":0.0000061700916,"about_ca_topic_score_gemma":0.000006335989,"teacher_disagreement_score":0.023184203,"about_ca_system_score_codex":0.000022872977,"about_ca_system_score_gemma":0.000107707965,"threshold_uncertainty_score":0.64633703},"labels":[],"label_agreement":null},{"id":"W2808547549","doi":"10.1380/ejssnt.2018.289","title":"Structural, Optical and Electrochromic Properties of Sputter Deposited Tungsten Oxide Films in Argon-Helium Atmosphere","year":2018,"lang":"en","type":"article","venue":"e-Journal of Surface Science and Nanotechnology","topic":"Transition Metal Oxide Nanomaterials","field":"Materials Science","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":"McMaster University","funders":"Charotar University of Science and Technology; All India Council for Technical Education","keywords":"Argon; Sputtering; Electrochromism; Materials science; Helium; Tungsten; Band gap; Sputter deposition; Crystallite; Analytical Chemistry (journal); Thin film; Optoelectronics; Atomic physics; Chemistry; Nanotechnology; Metallurgy; Electrode","score_opus":0.01025996172916404,"score_gpt":0.22332499858209537,"score_spread":0.21306503685293132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808547549","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":[0.9980652,0.0008148157,0.00006150059,0.0006599624,0.00022627045,0.00013270388,0.0000029093248,0.000021833048,0.0000148329855],"genre_scores_gemma":[0.98367065,0.00009129209,0.016122011,0.00007922826,0.000016351092,8.6501564e-7,8.950518e-8,0.0000083438445,0.000011161977],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820673,0.000053116637,0.00063074264,0.0003045459,0.00039980884,0.0004050493],"domain_scores_gemma":[0.99897313,0.000030612027,0.0003202964,0.00018211067,0.0004044274,0.000089396955],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012115083,0.00015781117,0.00045452284,0.00013382995,0.00012602868,0.00007694302,0.00044587863,0.00016848867,0.00004737462],"category_scores_gemma":[0.00021836469,0.00011261639,0.000029366127,0.0005933675,0.002842555,0.00068431126,0.00013249875,0.00015977785,0.000009807575],"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":[0.00016381136,0.000015658514,0.00080178527,0.00002703478,0.000004283827,0.000014709281,0.00016279506,0.00002526821,0.99852365,0.00014266757,0.0000125556035,0.000105792744],"study_design_scores_gemma":[0.0005626406,0.0005416223,0.006865735,0.0001211244,0.000014889541,0.0005867417,0.00019314454,0.00015129794,0.99062204,0.00019531713,0.000018071105,0.00012734986],"about_ca_topic_score_codex":0.00004331161,"about_ca_topic_score_gemma":0.000019697543,"teacher_disagreement_score":0.01606051,"about_ca_system_score_codex":0.000046315763,"about_ca_system_score_gemma":0.00021120509,"threshold_uncertainty_score":0.99987113},"labels":[],"label_agreement":null},{"id":"W4391805372","doi":"10.1380/ejssnt.2024-004","title":"<i>In situ</i> Study on Structure of a Diluted Pt/HOPG Model Catalyst System Prepared by the Two-phase Liquid Reduction Method Using a Novel BCLA/HERFD+BI-XAFS Method","year":2024,"lang":"en","type":"article","venue":"e-Journal of Surface Science and Nanotechnology","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Hokkaido University; Canadian Institute for Theoretical Astrophysics","keywords":"In situ; Catalysis; Liquid phase; Materials science; Phase (matter); Reduction (mathematics); Chemical engineering; Chemistry; Nuclear chemistry; Organic chemistry; Physics; Engineering; Thermodynamics","score_opus":0.02254394671535729,"score_gpt":0.3352715452757441,"score_spread":0.3127275985603868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391805372","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":[0.9172073,0.00096591405,0.07943994,0.00041647648,0.0011964163,0.0005641096,0.00009431704,0.00008925906,0.000026296855],"genre_scores_gemma":[0.9471233,0.000021282194,0.052730583,0.000018930976,0.00004730315,0.000005786405,9.80286e-7,0.000024519415,0.000027323093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953623,0.0002560843,0.0012352727,0.0010091858,0.0014552226,0.0006819522],"domain_scores_gemma":[0.99729604,0.00027750956,0.00089495495,0.00078134274,0.00060836057,0.00014178386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009490083,0.0003705431,0.00081629696,0.00077511295,0.0004173429,0.0003008639,0.001901245,0.000233161,0.000016557782],"category_scores_gemma":[0.0008825082,0.00025367664,0.00008498786,0.0032199316,0.001556364,0.0011962189,0.0005385544,0.00044134358,0.0000040068467],"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":[0.00034079413,0.00021300817,0.000001558401,0.00010194742,0.00001905611,0.000026530792,0.0021708298,0.022824809,0.97293496,0.0008866246,0.000029370176,0.00045048606],"study_design_scores_gemma":[0.0010139011,0.00083633966,0.000004439254,0.00031812763,0.00010263328,0.0015685675,0.0017728974,0.06658166,0.92697763,0.00051844487,0.000060060458,0.00024529718],"about_ca_topic_score_codex":0.00006851993,"about_ca_topic_score_gemma":0.0000322667,"teacher_disagreement_score":0.045957353,"about_ca_system_score_codex":0.0005400539,"about_ca_system_score_gemma":0.0012338968,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null}]}