{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a9bc872e5cf8","filters":{"venue":"e-Journal of Surface Science and Nanotechnology"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"S. Maryamdokht Taimoory","is_ca":true},{"name":"John F. Trant","is_ca":true},{"name":"Abbas Rahdar","is_ca":false},{"name":"Mousa Aliahmad","is_ca":false},{"name":"Fardin Sadeghfar","is_ca":false},{"name":"Mahmoud Hashemzaei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01122606950527096,"gpt":0.2357669617930288,"spread":0.2245408922877578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683766,0.0004653618,0.0006032806,0.0002642033,0.0004177243,0.0006491771,0.001005963,0.001135542,0.00121441],"category_scores_gemma":[0.0008177633,0.0003177401,0.0004870203,0.0002709946,0.000273976,0.0004917045,0.0002264184,0.000637938,0.0002152386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009031025,"about_ca_system_score_gemma":0.001053882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008765961,"about_ca_topic_score_gemma":0.007949609,"domain_scores_codex":[0.999921,0.00001621963,0.000005266356,0.00001281985,0.00003014776,0.00001463701],"domain_scores_gemma":[0.9997085,0.0002079369,0.00001697739,0.00001407271,0.00003864856,0.00001397204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001115741,0.0001567064,0.001476704,0.0003529334,0.00003871417,0.0002384671,0.00007176473,0.9611798,0.02423834,0.004656064,0.000467455,0.007011519],"study_design_scores_gemma":[0.00002209863,0.0000496258,0.0004310496,0.00001843479,0.00001766396,0.00003372796,0.00002674832,0.9904366,0.007227436,0.0009015661,0.0008236119,0.0000113884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192904,0.001591474,0.06015431,0.001103802,0.0001111503,0.0001261309,0.001077398,0.0002797007,0.01626573],"genre_scores_gemma":[0.9764647,0.0009387697,0.02013808,0.0001146057,0.00001974985,0.0001771802,0.0004776101,0.00007278182,0.001596475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008765961,"threshold_uncertainty_score":0.01742989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Ryan Lacdao Arevalo","is_ca":false},{"name":"Mary Clare Sison Escaño","is_ca":false},{"name":"Hideaki Kasai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04505045624348447,"gpt":0.2546321703448944,"spread":0.20958171410141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005338567,0.0005639897,0.001739913,0.0004463849,0.001132324,0.0007705906,0.001580082,0.001201227,0.00319685],"category_scores_gemma":[0.0006042068,0.0005741644,0.001007598,0.000451912,0.0009329119,0.0007216024,0.0005730197,0.0009275356,0.0002329485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009863446,"about_ca_system_score_gemma":0.001055493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00850496,"about_ca_topic_score_gemma":0.006795868,"domain_scores_codex":[0.9997564,0.00003965908,0.000004828503,0.00001798083,0.0001078234,0.00007322811],"domain_scores_gemma":[0.9996971,0.0001663108,0.00001797565,0.00003877623,0.0000587571,0.00002111001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001987813,0.0003665169,0.002286957,0.0009758332,0.0001340893,0.001025417,0.000486509,0.9013514,0.02789166,0.05269172,0.001616774,0.01097433],"study_design_scores_gemma":[0.00005465768,0.0001140129,0.0009092098,0.00001790254,0.00001409562,0.00006666932,0.00007598946,0.9921809,0.002702427,0.003286435,0.0005635477,0.00001417625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383324,0.001188843,0.03193363,0.0008859262,0.00009004476,0.000178481,0.0004596219,0.00023067,0.02670034],"genre_scores_gemma":[0.9834158,0.000698103,0.01034589,0.0001566944,0.0000300057,0.0001529593,0.0002078116,0.00004655855,0.004946177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00850496,"threshold_uncertainty_score":0.01691091,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Vyomesh Buch","is_ca":false},{"name":"Sushant K. Rawal","is_ca":true},{"name":"Amit Kumar Chawla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025996172916404,"gpt":0.2233249985820954,"spread":0.2130650368529313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131615,0.0001844304,0.0001548959,0.0001773965,0.0001608455,0.0001744345,0.0001853542,0.0002464785,0.0008647261],"category_scores_gemma":[0.0002240232,0.0001965601,0.0001404425,0.0002108501,0.0001895646,0.0001778848,0.00009955747,0.0002312666,0.0001010713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206881,"about_ca_system_score_gemma":0.00008828381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009052943,"about_ca_topic_score_gemma":0.001327219,"domain_scores_codex":[0.9999176,0.000007358918,0.000006082283,0.00001749855,0.00003201138,0.00001933408],"domain_scores_gemma":[0.9998547,0.00004449828,0.00003435968,0.00001419898,0.00003791735,0.00001441755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002910764,0.000003904894,0.0002587639,0.0000199403,0.000002564401,0.0000344174,0.00002716604,0.0000293858,0.9992198,0.00002035598,0.0000135201,0.0003410781],"study_design_scores_gemma":[0.000004201656,0.00009941137,0.006558683,0.000003107365,0.00001117869,0.00008616442,0.00003876452,0.000371169,0.9924713,0.00001004394,0.000342431,0.000003438762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988325,0.000242094,0.0003180685,0.00001588995,0.000006087294,0.000003175191,0.00005493098,0.00001559242,0.0005115918],"genre_scores_gemma":[0.9982571,0.0002297118,0.0007060582,0.00001096607,0.000002608338,0.00000525211,0.0001003332,0.000009678256,0.0006782575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009052943,"threshold_uncertainty_score":0.002892733,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Kaiyue Dong","is_ca":false},{"name":"Bing Hu","is_ca":false},{"name":"Md Harun Al Rashid","is_ca":false},{"name":"Bang Lu","is_ca":false},{"name":"Keiko Miyabayashi","is_ca":false},{"name":"Kotaro Higashi","is_ca":false},{"name":"Tomoya Uruga","is_ca":false},{"name":"Yasuhiro Iwasawa","is_ca":false},{"name":"Daiki Kido","is_ca":false},{"name":"Satoru Takakusagi","is_ca":false},{"name":"Kiyotaka Asakura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02254394671535729,"gpt":0.3352715452757441,"spread":0.3127275985603868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008293089,0.000222339,0.0001900036,0.0001605076,0.0002103705,0.0002530121,0.0003658878,0.000305774,0.001432953],"category_scores_gemma":[0.0001028158,0.000151749,0.0001461439,0.0001189621,0.0001837099,0.0002362284,0.0001177155,0.0004039663,0.0002715797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002755068,"about_ca_system_score_gemma":0.0001008425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032545,"about_ca_topic_score_gemma":0.0009526772,"domain_scores_codex":[0.9999068,0.000006532944,0.000005211116,0.00003296461,0.00003185827,0.00001658841],"domain_scores_gemma":[0.9999496,0.00001390984,0.00001284839,0.000007418314,0.00001011651,0.000006122401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001607194,0.000006704155,0.00003662022,0.00001008385,0.000001606389,0.00002479372,0.000008534507,0.00005015286,0.9993951,0.00003240528,0.00001749688,0.0004004186],"study_design_scores_gemma":[0.000002810812,0.00002542215,0.0003054688,6.358014e-7,0.00000264203,0.00002305975,0.000007666139,0.001067096,0.9983406,0.00001166225,0.0002112749,0.000001626944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926299,0.0002688276,0.005020834,0.00007789717,0.00001799947,0.00001392176,0.0002366832,0.0001260949,0.001607865],"genre_scores_gemma":[0.9926803,0.0001738531,0.00511494,0.00002908724,0.00000757109,0.00002250141,0.0002494703,0.00003525683,0.001686965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001432953,"threshold_uncertainty_score":0.004793704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}