{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"0a2b1c918596","filters":{"venue":"Nota Lepidopterologica"}},"results":[{"id":"W3126395378","doi":"10.3897/nl.42.33190","title":"DNA barcoding of Zygaenidae (Lepidoptera): results and perspectives","year":2019,"lang":"en","type":"article","venue":"Nota Lepidopterologica","topic":"Insect Pheromone Research and Control","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Ontario Genomics","funders":"Russian Academy of Sciences","keywords":"DNA barcoding; Biology; Intraspecific competition; Lepidoptera genitalia; Evolutionary biology; Zoology; Ecology","authors":[{"name":"Konstantin A. Efetov","is_ca":false},{"name":"Anna Vladimirovna Kirsanova","is_ca":false},{"name":"З С Лазарева","is_ca":false},{"name":"Ekaterina V. Parshkova","is_ca":false},{"name":"Г. М. Тарманн","is_ca":false},{"name":"Rodolphe Rougerie","is_ca":false},{"name":"Paul D. N. Hebert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02309862043391326,"gpt":0.2215944829024649,"spread":0.1984958624685516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001461781,0.0004563131,0.0003432828,0.001113064,0.0003584691,0.001235891,0.0005156234,0.0005364203,0.001512855],"category_scores_gemma":[0.001187998,0.0001199819,0.0003385781,0.001297471,0.0006915666,0.001324012,0.0003561431,0.0004613276,0.0005303609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629719,"about_ca_system_score_gemma":0.0007111711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290627,"about_ca_topic_score_gemma":0.002443729,"domain_scores_codex":[0.9990867,0.0002101653,0.00007223247,0.0002408376,0.0003256442,0.00006448496],"domain_scores_gemma":[0.9984323,0.0006338966,0.0001893286,0.0001004219,0.0005336593,0.0001102799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004996976,0.0002128379,0.06236777,0.003192798,0.0001802446,0.00083811,0.001358195,0.001279778,0.4221641,0.003427967,0.0009507126,0.5035279],"study_design_scores_gemma":[0.00002810278,0.001360828,0.2633535,0.001546052,0.0006335334,0.005935058,0.005513414,0.006844742,0.5585864,0.006680205,0.1492935,0.0002247238],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5847959,0.2467336,0.1382665,0.003893897,0.0004265136,0.0002446412,0.003218918,0.0002815349,0.0221385],"genre_scores_gemma":[0.7804742,0.06821369,0.1401598,0.0007831735,0.0002684642,0.0001026703,0.003186819,0.00005935994,0.006751935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002290627,"threshold_uncertainty_score":0.007730722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956099156","doi":"10.3897/nl.42.34187","title":"Stability in Lepidoptera names is not served by reversal to gender agreement: a response to Wiemers et al. (2018)","year":2019,"lang":"en","type":"article","venue":"Nota Lepidopterologica","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Lepidoptera genitalia; Stability (learning theory); Psychology; Biology; Computer science; Botany","authors":[{"name":"E.J. van Nieukerken","is_ca":false},{"name":"Ole Karsholt","is_ca":false},{"name":"Axel Hausmann","is_ca":false},{"name":"Jeremy D. Holloway","is_ca":false},{"name":"Peter Huemer","is_ca":false},{"name":"Ian J. Kitching","is_ca":false},{"name":"Matthias Nuß","is_ca":false},{"name":"Gregory R. Pohl","is_ca":true},{"name":"Hossein Rajaei","is_ca":false},{"name":"Erwin Rennland","is_ca":false},{"name":"Jürgen Rodeland","is_ca":false},{"name":"Rodolphe Rougerie","is_ca":false},{"name":"Malcolm J. Scoble","is_ca":false},{"name":"Sergey Yu. Sinev","is_ca":false},{"name":"Manfred Sommerer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02912068728212897,"gpt":0.265732298150759,"spread":0.23661161086863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01034011,0.0003377188,0.0005384886,0.0004665426,0.002248513,0.003673868,0.002222981,0.004360411,0.01729565],"category_scores_gemma":[0.06224681,0.0002642242,0.0004375627,0.000663983,0.004499719,0.00471901,0.003317012,0.005198287,0.003526993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703295,"about_ca_system_score_gemma":0.002037573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008737108,"about_ca_topic_score_gemma":0.009806913,"domain_scores_codex":[0.9963405,0.0009766753,0.0002982323,0.001333871,0.0008234782,0.0002273332],"domain_scores_gemma":[0.9607449,0.01934997,0.003923081,0.005704096,0.008800756,0.001477074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003669958,0.0004568589,0.112887,0.001048485,0.0006157082,0.001469024,0.03104296,0.0007870282,0.02572908,0.1562534,0.4448504,0.2211901],"study_design_scores_gemma":[0.0002194019,0.0002746229,0.18595,0.0007422318,0.0002745891,0.001866341,0.03098594,0.001811196,0.0145258,0.2010349,0.5620201,0.0002948981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.152833,0.005672814,0.00659932,0.7688336,0.01491225,0.00005469338,0.001869053,0.0002075294,0.04901767],"genre_scores_gemma":[0.6931186,0.002837968,0.006507155,0.2642429,0.005990203,0.0001106596,0.001476475,0.0005114726,0.02520456],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01729565,"threshold_uncertainty_score":0.05785972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391556234","doi":"10.3897/nl.47.107485","title":"A new Hibiscus-feeding species of Bucculatrix (Bucculatricidae) from the Ogasawara Islands, Japan","year":2024,"lang":"en","type":"article","venue":"Nota Lepidopterologica","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":5,"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; Universitetet i Oslo; Georg-August-Universität Göttingen; Agriculture and Agri-Food Canada; Smithsonian Institution; Environmental Restoration and Conservation Agency; National Museum of Natural History; Genome Canada","keywords":"Hibiscus; Geography; Biology; Ecology","authors":[{"name":"Sadahisa Yagi","is_ca":false},{"name":"Johei Oku","is_ca":false},{"name":"Toshiya Hirowatari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04734784455683947,"gpt":0.2170022832585814,"spread":0.169654438701742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009777086,0.0006570218,0.0004174146,0.001016639,0.001728421,0.0005040642,0.0004268074,0.0004792881,0.001573402],"category_scores_gemma":[0.0002404312,0.000253035,0.0001990113,0.0009318224,0.000519949,0.000883056,0.0009002052,0.0003641658,0.0003283269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312477,"about_ca_system_score_gemma":0.0004721286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149639,"about_ca_topic_score_gemma":0.03014222,"domain_scores_codex":[0.9998826,0.000007441816,0.00002569431,0.00004048298,0.0000227038,0.00002106773],"domain_scores_gemma":[0.9998634,0.00001094306,0.00004442387,0.00001109569,0.0000292876,0.00004081411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037737,0.0002723861,0.50429,0.002154581,0.0001860043,0.01158563,0.02464876,0.0004980587,0.1470984,0.0009606386,0.002144328,0.3051233],"study_design_scores_gemma":[0.00003813708,0.0003973832,0.9348736,0.000243835,0.0001842771,0.01252643,0.007304135,0.0006963664,0.001982863,0.0002034359,0.04148784,0.00006164692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902152,0.003552326,0.0007087381,0.00007637819,0.00004464389,0.00007656628,0.0001607521,0.00003727143,0.005128163],"genre_scores_gemma":[0.9885064,0.003212906,0.005360789,0.0001644444,0.00009336577,0.00009868004,0.0007978043,0.00001778828,0.001747733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149639,"threshold_uncertainty_score":0.02285898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804622847","doi":"10.3897/nl.41.23626","title":"Large male bias in collection of Micropterix facetella Zeller, 1851 (Lepidoptera, Micropterigidae)","year":2018,"lang":"en","type":"article","venue":"Nota Lepidopterologica","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Lepidoptera genitalia; Biology; Zoology; Botany","authors":[{"name":"David Plotkin","is_ca":false},{"name":"Vazrick Nazari","is_ca":true},{"name":"Nicholas T. Homziak","is_ca":false},{"name":"Akito Y. Kawahara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02683519983133258,"gpt":0.258261673170647,"spread":0.2314264733393144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003616948,0.0001814847,0.0001851288,0.001029215,0.001201728,0.0005619721,0.0005618171,0.0002925065,0.003214493],"category_scores_gemma":[0.005918112,0.0001313156,0.0001655475,0.0007619892,0.0009018312,0.0005538622,0.0009180873,0.0002798244,0.0007086145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005647864,"about_ca_system_score_gemma":0.0004244862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005361449,"about_ca_topic_score_gemma":0.02549943,"domain_scores_codex":[0.9976922,0.0006711804,0.0001919027,0.000741676,0.0005480743,0.000154924],"domain_scores_gemma":[0.9910357,0.003349627,0.002946154,0.0008579352,0.001247678,0.0005628349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006657646,0.00003956764,0.8572276,0.0004116921,0.0001672471,0.0005059977,0.003385999,0.0001112311,0.0360529,0.000811633,0.005437138,0.09518319],"study_design_scores_gemma":[0.000006050197,0.00005322262,0.9879871,0.00005107769,0.0000541272,0.0008384233,0.00125922,0.0000787447,0.003398886,0.0001290005,0.00613041,0.00001361632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861295,0.001638527,0.001706638,0.0004380103,0.0001891441,0.00003735251,0.001165132,0.00005612957,0.008639607],"genre_scores_gemma":[0.9962394,0.0002582168,0.001461712,0.000366379,0.00006276363,0.00001897548,0.0003864184,0.00002633063,0.001179826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005361449,"threshold_uncertainty_score":0.01912844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407772958","doi":"10.3897/nl.48.137778","title":"A cosmopolitan invader – Choreutis sexfasciella (Lepidoptera, Choreutidae) – in Cyprus: first record, molecular characterization, and a reared parasitoid","year":2025,"lang":"en","type":"article","venue":"Nota Lepidopterologica","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Turun Yliopisto; Akademie Věd České Republiky; Grantová Agentura České Republiky; Government of the United Kingdom; Genome Canada; Naturalis Biodiversity Center; Lunds Universitet; National Science Foundation","keywords":"Lepidoptera genitalia; Parasitoid; Biology; Zoology; Ecology; Larva","authors":[{"name":"Jakovos Demetriou","is_ca":false},{"name":"Marios Aristophanous","is_ca":false},{"name":"Evangelos Koutsoukos","is_ca":false},{"name":"Eddie John","is_ca":false},{"name":"Helen E. Roy","is_ca":false},{"name":"Angeliki F. Martinou","is_ca":false},{"name":"Jadranka Rota","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009314770894726772,"gpt":0.2367568305947755,"spread":0.2274420597000487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009461289,0.0003127875,0.0001240553,0.001458483,0.0005468302,0.000338285,0.0002513945,0.0003295961,0.0007087857],"category_scores_gemma":[0.0001420528,0.0001194218,0.0001165685,0.0006315456,0.0005758678,0.0003184,0.0003125968,0.000248228,0.0002141271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491722,"about_ca_system_score_gemma":0.0002278607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336331,"about_ca_topic_score_gemma":0.02121721,"domain_scores_codex":[0.9998719,0.00001017238,0.000009236085,0.00005542449,0.00002269066,0.00003072673],"domain_scores_gemma":[0.9997662,0.00002691406,0.000121854,0.00001438926,0.00003193664,0.00003883757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000386202,0.0001104831,0.7357937,0.0003137504,0.00006730253,0.003763489,0.002599019,0.0001897103,0.1687395,0.0002425639,0.0005993565,0.08719502],"study_design_scores_gemma":[0.000001895696,0.0000573887,0.995527,0.00001247033,0.00001041334,0.001510858,0.0003104748,0.00006184314,0.0009828814,0.00001548822,0.001504916,0.000004398804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971278,0.001445626,0.0001269784,0.0000357515,0.000004501207,0.0000107247,0.0001382438,0.00001016227,0.001100191],"genre_scores_gemma":[0.9980148,0.0007449468,0.0003224993,0.00003028103,0.00001253843,0.000005244669,0.0003308693,0.000001751951,0.0005370833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336331,"threshold_uncertainty_score":0.02657104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393942659","doi":"10.3897/nl.47.121152","title":"Cedestis granadensis sp. nov., a new species from Spain (Lepidoptera, Yponomeutidae)","year":2024,"lang":"en","type":"article","venue":"Nota Lepidopterologica","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Oulun Yliopisto; Ontario Genomics; Genome Canada","keywords":"Lepidoptera genitalia; Zoology; Biology; Botany","authors":[{"name":"Zdenko Tokár","is_ca":false},{"name":"Friedmar Graf","is_ca":false},{"name":"Peter Huemer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02383460353956906,"gpt":0.2361724102487882,"spread":0.2123378067092192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170681,0.0009803392,0.0005222937,0.002033679,0.001269968,0.0008145553,0.0006426423,0.0007061784,0.001644896],"category_scores_gemma":[0.0002399944,0.0002310246,0.0002378583,0.0008119646,0.0006437623,0.0005842085,0.000818309,0.0008130156,0.000987735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007703372,"about_ca_system_score_gemma":0.0004322728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01388089,"about_ca_topic_score_gemma":0.04279966,"domain_scores_codex":[0.9999188,0.000004753528,0.00000905539,0.00003564239,0.0000184578,0.00001325366],"domain_scores_gemma":[0.9997987,0.00003413374,0.00007581226,0.00001585428,0.00003552595,0.00004004432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00286126,0.0004078946,0.3232483,0.001787883,0.0002171291,0.01853803,0.005112407,0.001679884,0.08553211,0.001175169,0.008106205,0.5513337],"study_design_scores_gemma":[0.0002110193,0.0005838033,0.8496416,0.0005765499,0.0001429989,0.0180862,0.003453717,0.0005879665,0.001911719,0.00057351,0.1241489,0.00008198484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294463,0.02323947,0.004256549,0.0003726135,0.0008097544,0.0003759683,0.004325186,0.0004307991,0.03674352],"genre_scores_gemma":[0.9551734,0.006842734,0.01545539,0.001009636,0.0001974499,0.0003278882,0.008226757,0.00003469965,0.01273213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01388089,"threshold_uncertainty_score":0.02760023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}