{"meta":{"query_hash":"09a2725c231c","filters":{"venue":"Nano Materials Science"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/09a2725c231c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nano+Materials+Science"},"results":[{"id":"W2923842953","doi":"10.1016/j.nanoms.2019.02.002","title":"Analytic solution for a circular nano-inhomogeneity in a finite matrix","year":2019,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Composite Material Mechanics","field":"Engineering","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 Alberta","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Matrix (chemical analysis); Materials science; Boundary (topology); Boundary value problem; Stress (linguistics); Stress field; Nanoscopic scale; Deformation (meteorology); Field (mathematics); Plane (geometry); Surface (topology); Geometry; Mechanics; Composite material; Physics; Finite element method; Mathematical analysis; Mathematics; Nanotechnology; Thermodynamics","score_opus":0.010760329432681978,"score_gpt":0.24022879251152268,"score_spread":0.2294684630788407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923842953","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19819961,0.0028745283,0.7565361,0.0013767108,0.00014572199,0.00013275619,0.00022509655,0.0003383398,0.040171135],"genre_scores_gemma":[0.9270438,0.001320238,0.051370304,0.00023766243,0.000056900277,0.00014569233,0.000108610635,0.00009239738,0.01962429],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9999088,0.000017477283,0.000003279759,0.000022393193,0.000031348627,0.00001661124],"domain_scores_gemma":[0.9997514,0.00009965946,0.00004383078,0.000018164677,0.00006600092,0.00002094917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035566505,0.0005979363,0.00041777967,0.0006069399,0.00028825225,0.0006107995,0.0006378237,0.001212783,0.0021588164],"category_scores_gemma":[0.00090459234,0.00025097516,0.0004313214,0.00032524476,0.0010348073,0.00093961216,0.0006596825,0.00062670076,0.00039048324],"study_design_candidate":"theoretical_or_conceptual","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":[0.000072701056,0.00007156889,0.0011403452,0.00035263438,0.00003404825,0.00087899773,0.00050397875,0.55435854,0.061224524,0.36677796,0.0020745208,0.012510132],"study_design_scores_gemma":[0.0000075805456,0.000021578804,0.00024656593,0.000013402303,0.0000042164015,0.00008386679,0.000063081425,0.98211205,0.001308245,0.015008517,0.0011210445,0.0000099172275],"about_ca_topic_score_codex":0.0030809124,"about_ca_topic_score_gemma":0.0021898826,"teacher_disagreement_score":0.0030809124,"about_ca_system_score_codex":0.0007282506,"about_ca_system_score_gemma":0.00064156746,"threshold_uncertainty_score":0.007221997},"labels":[],"label_agreement":null},{"id":"W4403000453","doi":"10.1016/j.nanoms.2024.09.009","title":"Introducing oxygen evolution promoting hole defect states at BiVO4 surface for enhanced photoelectrochemical activity","year":2024,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Advanced Photocatalysis Techniques","field":"Energy","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":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Trois-Rivières","keywords":"Oxygen evolution; Materials science; Surface states; Photoelectrochemistry; Oxygen; Optoelectronics; Surface (topology); Nanotechnology; Chemical physics; Chemistry; Electrochemistry; Physical chemistry; Electrode","score_opus":0.008418312678724562,"score_gpt":0.27864885911922993,"score_spread":0.27023054644050537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403000453","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":[0.9923577,0.00029429144,0.005502474,0.000101314465,0.000029452942,0.000015831783,0.000060801296,0.00005973992,0.0015783784],"genre_scores_gemma":[0.9943007,0.0001957023,0.004009252,0.00003428597,0.0000041067947,0.000013904601,0.00006360519,0.000012968289,0.0013655077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999201,0.000012015087,0.0000065158147,0.000016127166,0.0000218243,0.00002337247],"domain_scores_gemma":[0.9999491,0.00000870692,0.0000138958885,0.000006188503,0.000014351411,0.000007711572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011641317,0.00026527556,0.00017524642,0.00020229159,0.00013903952,0.00037097407,0.00038479504,0.00040730956,0.0010538785],"category_scores_gemma":[0.00017097824,0.00018731154,0.00017263014,0.00013042249,0.00020110271,0.00028642776,0.00029188136,0.00025335606,0.00018840846],"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":[0.00003237037,0.000023363558,0.00020769786,0.000036443365,0.0000027588883,0.000025861842,0.000008181538,0.00013280283,0.9978036,0.0002522615,0.00001765248,0.0014570059],"study_design_scores_gemma":[0.000008059411,0.000112126116,0.00046545023,0.0000036201209,0.0000076762235,0.00004321635,0.000015181568,0.0012965933,0.9969796,0.0000921853,0.00097169355,0.0000045672236],"about_ca_topic_score_codex":0.00035685665,"about_ca_topic_score_gemma":0.0006483306,"teacher_disagreement_score":0.0010538785,"about_ca_system_score_codex":0.00020796973,"about_ca_system_score_gemma":0.00011992656,"threshold_uncertainty_score":0.0035255551},"labels":[],"label_agreement":null},{"id":"W4404697831","doi":"10.1016/j.nanoms.2024.10.005","title":"Highly luminescent all-inorganic lead-free AgInS2/ZnS QDs for multicolor and multistage anti-counterfeiting and encryption","year":2024,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Institut National de la Recherche Scientifique","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Dalhousie University; China Postdoctoral Science Foundation; National Key Research and Development Program of China; China Scholarship Council; Mitacs; National Natural Science Foundation of China; Universiti Kebangsaan Malaysia; National Science Foundation","keywords":"Materials science; Luminescence; Encryption; Lead (geology); Nanotechnology; Optoelectronics; Computer science; Computer security; Geology","score_opus":0.024033041781539678,"score_gpt":0.2681943874591991,"score_spread":0.24416134567765943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404697831","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":[0.8653429,0.0015198272,0.12816691,0.00023532484,0.00012798527,0.00010731227,0.0002919376,0.00065674004,0.0035510664],"genre_scores_gemma":[0.94622093,0.00062672875,0.04786052,0.00003934509,0.000007882056,0.000044440603,0.00016181607,0.000060463084,0.0049779136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999101,0.000009884448,0.0000068707764,0.00002107912,0.00003648782,0.000015524387],"domain_scores_gemma":[0.9999534,0.000005704224,0.00001218477,0.000007443188,0.0000131755805,0.000008121414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015317295,0.0004149147,0.00015778057,0.00015170965,0.00013613743,0.00032431804,0.0003003617,0.00025840497,0.0005135713],"category_scores_gemma":[0.00009848341,0.00023803234,0.00017640134,0.00011005399,0.00019816437,0.00033374105,0.0002120254,0.00025009876,0.00028363825],"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":[0.000016877617,0.000010768504,0.000053251537,0.00003063413,0.0000022283716,0.000026597636,0.0000093642475,0.00018888782,0.9975243,0.00018368126,0.000047525602,0.0019058355],"study_design_scores_gemma":[0.0000028059685,0.000015599608,0.000111495836,7.0997567e-7,0.0000023113118,0.000028023142,0.000002897586,0.0010968957,0.9979519,0.000019172972,0.00076623616,0.0000019483625],"about_ca_topic_score_codex":0.00045363282,"about_ca_topic_score_gemma":0.0014051287,"teacher_disagreement_score":0.0005135713,"about_ca_system_score_codex":0.00030421859,"about_ca_system_score_gemma":0.00016120958,"threshold_uncertainty_score":0.0022072792},"labels":[],"label_agreement":null},{"id":"W4405503531","doi":"10.1016/j.nanoms.2024.11.007","title":"Recent progress in bismuth-based materials for electrochemical CO2 reduction to formate/formic acid","year":2024,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","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":"University of Calgary","funders":"","keywords":"Bismuth; Formic acid; Formate; Electrochemistry; Reduction (mathematics); Materials science; Inorganic chemistry; Chemistry; Metallurgy; Physical chemistry; Organic chemistry; Catalysis; Electrode; Mathematics","score_opus":0.01287164225663755,"score_gpt":0.2898225195837219,"score_spread":0.27695087732708434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405503531","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":[0.048805773,0.91891503,0.015357715,0.0015242655,0.00032213537,0.00004219724,0.00008271484,0.00015308787,0.014797172],"genre_scores_gemma":[0.15446036,0.8144161,0.024586186,0.0007108372,0.00036143538,0.000060538066,0.00017375531,0.000058539805,0.0051721837],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997379,0.000045465662,0.000026836255,0.000055741933,0.00010349116,0.00003060462],"domain_scores_gemma":[0.9997094,0.00013651875,0.00004820347,0.0000145557215,0.00007401571,0.000017349295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092287944,0.00061990955,0.0004177827,0.0010145096,0.00020971886,0.00092067756,0.00055347296,0.0007935888,0.0013414805],"category_scores_gemma":[0.0006530595,0.00050186436,0.00036223422,0.001171539,0.0003899442,0.0015498712,0.00046533463,0.0007719767,0.0005959614],"study_design_candidate":"bench_or_experimental","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":[0.00037905585,0.000329688,0.0010462805,0.016777605,0.00017828126,0.0004148739,0.00042263977,0.006499735,0.40369076,0.032578707,0.006390964,0.5312914],"study_design_scores_gemma":[0.000050948245,0.0008423092,0.0020541593,0.00087310426,0.0002599415,0.0010887263,0.00024798376,0.008435477,0.41934916,0.0060164216,0.5606901,0.00009158989],"about_ca_topic_score_codex":0.00049411954,"about_ca_topic_score_gemma":0.0008844626,"teacher_disagreement_score":0.0013414805,"about_ca_system_score_codex":0.00055506604,"about_ca_system_score_gemma":0.0005487645,"threshold_uncertainty_score":0.0048806667},"labels":[],"label_agreement":null},{"id":"W4408764336","doi":"10.1016/j.nanoms.2025.03.001","title":"Stable temperature-pressure conditions of natural gas hydrates in porous media: A review","year":2025,"lang":"en","type":"review","venue":"Nano Materials Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental 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":"University of Alberta","funders":"National Natural Science Foundation of China-Shenzhen Robotics Research Center Project; National Natural Science Foundation of China","keywords":"Porous medium; Natural gas; Materials science; Chemical engineering; Clathrate hydrate; Petroleum engineering; Porosity; Chemistry; Composite material; Geology; Hydrate; Engineering; Organic chemistry","score_opus":0.011653700365386493,"score_gpt":0.28147449308934697,"score_spread":0.2698207927239605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408764336","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":[0.0006339839,0.9975547,0.0003310058,0.00010198347,0.00008858254,0.0000057652674,0.000040623283,0.0000103105,0.0012331083],"genre_scores_gemma":[0.0030442923,0.9960328,0.0003003504,0.000058187004,0.00007047668,0.00000881006,0.000043091353,0.0000022769318,0.00043975146],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982256,0.000018978966,0.000027195812,0.000043384374,0.000067267094,0.000020767093],"domain_scores_gemma":[0.99970573,0.00016220417,0.000057876397,0.000007825237,0.000052089574,0.000014185332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003703534,0.00090092985,0.0011485104,0.0022086913,0.00033269657,0.00088328857,0.0006108272,0.0009022584,0.002274243],"category_scores_gemma":[0.0005575723,0.00043550288,0.00068432913,0.002241171,0.00037204757,0.0016345589,0.00053707795,0.00071569777,0.00076861406],"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":[0.000090916335,0.00012293977,0.00073648413,0.10573522,0.0002658421,0.0005255848,0.00022442389,0.0023079133,0.020510543,0.011028315,0.018629102,0.83982265],"study_design_scores_gemma":[0.000012949089,0.00019979439,0.0017728322,0.0049150046,0.00038383578,0.0014523083,0.00016503652,0.0007762348,0.010242666,0.002561563,0.9774465,0.00007126654],"about_ca_topic_score_codex":0.0015362245,"about_ca_topic_score_gemma":0.00188556,"teacher_disagreement_score":0.002274243,"about_ca_system_score_codex":0.0004882926,"about_ca_system_score_gemma":0.0010802138,"threshold_uncertainty_score":0.0076081157},"labels":[],"label_agreement":null},{"id":"W4411336149","doi":"10.1016/j.nanoms.2025.05.006","title":"Dynamic behavior of tunable Bouligand-structured carbon nanotube films under micro-ballistic impact","year":2025,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":2,"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":"National Key Research and Development Program of China; Suzhou Institute of Nanotechnology, Chinese Academy of Sciences; Chinese Academy of Sciences; National Natural Science Foundation of China; Canadian Anesthesiologists' Society","keywords":"Carbon nanotube; Materials science; Ballistic impact; Nanotechnology; Nanotube; Composite material; Composite number","score_opus":0.007103799062495081,"score_gpt":0.2844891407049223,"score_spread":0.27738534164242723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411336149","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":[0.9977824,0.00040909377,0.0006054646,0.000048791255,0.000019660354,0.000005986139,0.00012483714,0.00003919336,0.0009646078],"genre_scores_gemma":[0.9986584,0.00027105858,0.0006182425,0.000017398339,0.0000030893927,0.000011107902,0.000095500065,0.000009547141,0.00031565057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999502,0.0000020485124,0.0000021949409,0.0000115241755,0.000017384466,0.000016719147],"domain_scores_gemma":[0.9999119,0.00003289635,0.000013934998,0.000004856397,0.000019592926,0.00001680029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007666356,0.00028456136,0.00017832809,0.00013788453,0.00023459594,0.00026088345,0.00022710075,0.00030682143,0.0012672788],"category_scores_gemma":[0.00030070034,0.00016349136,0.00015725593,0.0001659932,0.00019929426,0.0003450268,0.000120473975,0.0003678595,0.00012697134],"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":[0.0001813737,0.000055649736,0.0016445152,0.00017820996,0.00003144342,0.00035305132,0.00014063246,0.02011156,0.97099227,0.0005768383,0.00041459486,0.0053198393],"study_design_scores_gemma":[0.00005703727,0.0004284953,0.010084268,0.000045667515,0.000043237545,0.00013789751,0.0002497268,0.19887125,0.78634167,0.000296182,0.0033872905,0.00005737338],"about_ca_topic_score_codex":0.0022488215,"about_ca_topic_score_gemma":0.003258659,"teacher_disagreement_score":0.0022488215,"about_ca_system_score_codex":0.00034919067,"about_ca_system_score_gemma":0.0001465197,"threshold_uncertainty_score":0.004471481},"labels":[],"label_agreement":null},{"id":"W7081925774","doi":"10.1016/j.nanoms.2025.07.009","title":"Electrocatalytic synthesis of hydrogen peroxide: insights from mechanism to material design","year":2025,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Electrocatalysts for Energy Conversion","field":"Energy","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":"University of Toronto","funders":"Jiaxing University; Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Hydrogen; Material Design; Mechanism (biology); Hydrogen production; Electrocatalyst","score_opus":0.00859971211303161,"score_gpt":0.22116796678398024,"score_spread":0.21256825467094861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081925774","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":[0.1174302,0.5593064,0.26914263,0.009321843,0.0017034501,0.00041530098,0.0006197962,0.00087069295,0.0411897],"genre_scores_gemma":[0.3296099,0.5832318,0.07806299,0.0011785027,0.00034277124,0.00055946765,0.0004220712,0.000117600066,0.0064747985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998832,0.000018827564,0.000009606005,0.000027694925,0.00003890117,0.000021804437],"domain_scores_gemma":[0.99992967,0.000033775905,0.000010923368,0.0000061071405,0.000013262341,0.0000062500117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004204866,0.0008608896,0.0010114287,0.0004422503,0.0003053236,0.001188086,0.001141085,0.0010431454,0.0018031724],"category_scores_gemma":[0.00036376622,0.0006235541,0.0006406546,0.00053201854,0.0008651162,0.0022848381,0.0004601403,0.0019047209,0.00076222164],"study_design_candidate":"bench_or_experimental","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":[0.00021909634,0.0005521282,0.00061424443,0.020304771,0.0001936397,0.0011856136,0.00038614994,0.054330677,0.3047245,0.401779,0.0076453667,0.20806472],"study_design_scores_gemma":[0.0002294196,0.001726735,0.0011271695,0.0015561363,0.00025084414,0.0017590337,0.00053341704,0.20836541,0.21498136,0.2889539,0.28031236,0.00020422095],"about_ca_topic_score_codex":0.00038397036,"about_ca_topic_score_gemma":0.00048009263,"teacher_disagreement_score":0.0018031724,"about_ca_system_score_codex":0.00076087797,"about_ca_system_score_gemma":0.0007971203,"threshold_uncertainty_score":0.006032169},"labels":[],"label_agreement":null},{"id":"W7116318217","doi":"10.1016/j.nanoms.2025.11.016","title":"Microbiologically influenced corrosion of copper-nickel alloys in marine environments: mechanisms, challenges, and mitigation strategies","year":2025,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","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":"University of Alberta","funders":"Natural Science Foundation of Shandong Province; Key Technology Research and Development Program of Shandong; National Natural Science Foundation of China","keywords":"Corrosion; Crevice corrosion; Current (fluid); Surface engineering; Lead (geology); Titanium alloy","score_opus":0.012985935291842327,"score_gpt":0.2509175630345579,"score_spread":0.2379316277427156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116318217","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":[0.01283748,0.97813874,0.003607569,0.0014847585,0.00029680075,0.000045431912,0.00009331701,0.00006330001,0.003432579],"genre_scores_gemma":[0.04521635,0.9494487,0.0027702504,0.00039490996,0.00019739145,0.0000438742,0.00013201387,0.00000823282,0.001788186],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99959236,0.00008229528,0.000047630172,0.00007343224,0.00014153734,0.00006271571],"domain_scores_gemma":[0.99972194,0.00008139043,0.000060163853,0.000009428674,0.00011050103,0.000016566013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008004687,0.000995039,0.0012040529,0.0011263196,0.000390551,0.0015347645,0.0009530045,0.0013347937,0.0011645843],"category_scores_gemma":[0.00061622343,0.0003621767,0.00093604106,0.0007432668,0.00050235924,0.0012561703,0.00079877634,0.0008109937,0.00046189438],"study_design_candidate":"systematic_review","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":[0.0003121751,0.00027069103,0.00664897,0.088489026,0.0005280044,0.002003711,0.0009597736,0.006038422,0.13057071,0.019338524,0.017014991,0.727825],"study_design_scores_gemma":[0.000048524762,0.001782918,0.011817749,0.011939892,0.0015550739,0.0041223145,0.0026972063,0.0070061693,0.09781392,0.014879643,0.8461426,0.0001940389],"about_ca_topic_score_codex":0.0025697385,"about_ca_topic_score_gemma":0.005402417,"teacher_disagreement_score":0.0025697385,"about_ca_system_score_codex":0.000785307,"about_ca_system_score_gemma":0.0017794999,"threshold_uncertainty_score":0.0056978464},"labels":[],"label_agreement":null},{"id":"W7116794996","doi":"10.1016/j.nanoms.2025.10.016","title":"Temperature-dependent trap engineering in gallate long afterglow phosphor for advanced information encryption and anti-counterfeiting","year":2025,"lang":"en","type":"article","venue":"Nano Materials Science","topic":"Luminescence Properties of Advanced Materials","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":"University of Toronto","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Afterglow; Luminescence; Phosphor; Photoluminescence; Trap (plumbing); Persistent luminescence; Calcination; Encryption","score_opus":0.004369289967837226,"score_gpt":0.2292997782479831,"score_spread":0.22493048828014586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116794996","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":[0.99186736,0.00070800225,0.006002677,0.00007289422,0.00002679647,0.00001572211,0.00003097242,0.000099661374,0.0011758558],"genre_scores_gemma":[0.9966364,0.00022116212,0.0025765114,0.000014312954,0.000002797303,0.000010352189,0.000013727351,0.000013654104,0.0005110379],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995625,0.0000054529687,0.0000024510152,0.000009941268,0.000012434481,0.000013415038],"domain_scores_gemma":[0.999961,0.000004402724,0.00001692104,0.0000037609607,0.000007406368,0.000006440523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007732353,0.00019717694,0.00011512774,0.00011260747,0.00012315912,0.0002047873,0.00018582506,0.00020809549,0.00033212834],"category_scores_gemma":[0.00009215387,0.00013152727,0.00013695941,0.00009730005,0.00022392305,0.00021629664,0.00019224253,0.00020080495,0.0000965794],"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":[0.000033189248,0.000014117138,0.00018762595,0.00006121676,0.0000044355256,0.000072441115,0.00004653858,0.00059760537,0.9961378,0.0007120463,0.000089990615,0.0020430041],"study_design_scores_gemma":[0.000012395237,0.00013859816,0.00071628304,0.0000054026254,0.000010891135,0.000103620856,0.000043690317,0.008342197,0.98907614,0.000119185584,0.0014200533,0.000011679736],"about_ca_topic_score_codex":0.00047487486,"about_ca_topic_score_gemma":0.00082377775,"teacher_disagreement_score":0.00047487486,"about_ca_system_score_codex":0.00023471854,"about_ca_system_score_gemma":0.0001819154,"threshold_uncertainty_score":0.0017030239},"labels":[],"label_agreement":null}]}