{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"b33d62fd0817","filters":{"venue":"Vertebrate Zoology"}},"results":[{"id":"W3164710830","doi":"10.3897/vz.71.e63987","title":"Western pond turtles in the Mojave Desert? A review of their past, present, and possible future","year":2021,"lang":"en","type":"review","venue":"Vertebrate Zoology","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"U.S. Army Corps of Engineers; U.S. Bureau of Land Management; California Department of Fish and Wildlife; Colorado State University","keywords":"Geology; Range (aeronautics); Pleistocene; Population; Turtle (robot); Wetland; Archaeology; Geography; Ecology","authors":[{"name":"Jeffrey E. Lovich","is_ca":false},{"name":"George T. Jefferson","is_ca":false},{"name":"R. Graham Reynolds","is_ca":false},{"name":"Peter Scott","is_ca":false},{"name":"H. Bradley Shaffer","is_ca":false},{"name":"Shellie R. Puffer","is_ca":false},{"name":"Sarah Greely","is_ca":false},{"name":"Kristy L. Cummings","is_ca":false},{"name":"Robert N. Fisher","is_ca":false},{"name":"Kathie Meyer-Wilkins","is_ca":false},{"name":"Doug Gomez","is_ca":false},{"name":"Morgan Alexander Ford","is_ca":false},{"name":"Christopher D. otahal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02801743037927341,"gpt":0.2839779754980564,"spread":0.255960545118783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004831016,0.0005439107,0.0006894864,0.002618602,0.0005296183,0.00166659,0.0006827869,0.001094281,0.001315982],"category_scores_gemma":[0.0007658007,0.0003743141,0.000306227,0.002601248,0.001225908,0.002049074,0.0005826376,0.001235839,0.0003438747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000998675,"about_ca_system_score_gemma":0.001177028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153813,"about_ca_topic_score_gemma":0.03420121,"domain_scores_codex":[0.9998386,0.0000239472,0.00003579291,0.00004118893,0.00003422337,0.00002631026],"domain_scores_gemma":[0.9994792,0.0001404524,0.0001662896,0.000007387693,0.0001288319,0.00007783832],"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":[0.0001698923,0.00006508815,0.01739217,0.01476012,0.0001482989,0.001168509,0.001642419,0.0002352343,0.0007893491,0.002692102,0.03548491,0.9254519],"study_design_scores_gemma":[0.00001509397,0.0002489771,0.09750973,0.01293749,0.0002641911,0.006409172,0.003133349,0.000152754,0.0001774248,0.001633004,0.877457,0.00006194132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00154707,0.996999,0.00003397424,0.0006668016,0.0002422431,0.000001444761,0.0000185883,0.000002754968,0.0004881359],"genre_scores_gemma":[0.00619207,0.9914596,0.0001233893,0.0007988805,0.0009255658,0.000004209414,0.00005563907,0.00000159286,0.0004389056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01153813,"threshold_uncertainty_score":0.02294195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313681852","doi":"10.3897/vz.67.e31576","title":"Chondrostoma esmaeilii, a new cyprinid species from the Tigris basin in Iran (Teleostei: Cyprinidae)","year":2017,"lang":"en","type":"article","venue":"Vertebrate Zoology","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Museum of Nature","funders":"University of Tehran","keywords":"Teleostei; Holotype; Cyprinidae; Biology; Dorsal fin; Dorsum; Structural basin; Taxonomy (biology); Zoology; Fishery; Anatomy; Fish <Actinopterygii>; Paleontology","authors":[{"name":"Soheil Eagderi","is_ca":false},{"name":"Arash Jouladeh‐Roudbar","is_ca":false},{"name":"Sevil Birecikligil","is_ca":false},{"name":"Erdoğan Çiçek","is_ca":false},{"name":"Brian W. Coad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04057057230458156,"gpt":0.2217904221189917,"spread":0.1812198498144102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000141237,0.0006059045,0.0003392534,0.003096701,0.001566489,0.0004342729,0.0004475575,0.0005222542,0.001372352],"category_scores_gemma":[0.0002571751,0.0002398391,0.0002619779,0.001242776,0.001045562,0.0007128385,0.0006809455,0.0004574026,0.0003583328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209239,"about_ca_system_score_gemma":0.0006989763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0092083,"about_ca_topic_score_gemma":0.02719023,"domain_scores_codex":[0.9998691,0.000006754656,0.00002255592,0.00004205703,0.00003355772,0.00002597273],"domain_scores_gemma":[0.9998236,0.00001882443,0.00006691679,0.00001862872,0.00003780085,0.00003433859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006233028,0.0003065705,0.5506423,0.000699722,0.000122598,0.01753802,0.008604979,0.0005092154,0.09893283,0.0006149103,0.001649925,0.3197556],"study_design_scores_gemma":[0.00004344317,0.0003656996,0.9642704,0.00006727468,0.00006548953,0.02359221,0.001862672,0.0002537061,0.0009105151,0.0001767322,0.008367037,0.00002481832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951738,0.000891876,0.0003774647,0.00007397377,0.00003732677,0.0000583065,0.0001095052,0.00003502731,0.003242799],"genre_scores_gemma":[0.995596,0.0008763428,0.001739382,0.00009591705,0.00005542371,0.00004822115,0.0004323063,0.000004603408,0.001151867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0092083,"threshold_uncertainty_score":0.01830941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390908497","doi":"10.3897/vz.74.e103573","title":"A new species of Brachycephalus (Anura: Brachycephalidae) from the northern portion of the state of Rio de Janeiro, southeastern Brazil","year":2024,"lang":"en","type":"article","venue":"Vertebrate Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canadian Foundation for Dietetic Research; Critical Ecosystem Partnership Fund","keywords":"Monophyly; Osteology; Genus; Atlantic forest; Biology; Range (aeronautics); Zoology; Species group; Ecology; Geography; Taxonomy (biology); Phylogenetic tree; Clade","authors":[{"name":"Manuella Folly","is_ca":false},{"name":"Thais H. Condez","is_ca":true},{"name":"Davor Vrcibradic","is_ca":false},{"name":"Carlos Frederico Duarte Rocha","is_ca":false},{"name":"Alessandra Silveira Machado","is_ca":false},{"name":"Ricardo Tadeu Lopes","is_ca":false},{"name":"José P. Pombal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008515227659098987,"gpt":0.2131926649529588,"spread":0.2046774372938598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319784,0.0003145204,0.0002635331,0.001403309,0.001245465,0.0003588315,0.0003756387,0.0002898996,0.001015964],"category_scores_gemma":[0.0002734835,0.0002074083,0.0002018471,0.000614056,0.0006729939,0.0003126838,0.0006604582,0.0002685492,0.0001994393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649429,"about_ca_system_score_gemma":0.0002745455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009891906,"about_ca_topic_score_gemma":0.05082131,"domain_scores_codex":[0.9998786,0.00001524261,0.00001379335,0.00004612872,0.00002902916,0.00001704337],"domain_scores_gemma":[0.9998651,0.00002224796,0.0000613564,0.00001294957,0.00001854624,0.00001979037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002991595,0.0001459023,0.6081222,0.0007692873,0.0001281795,0.01691498,0.02288595,0.0002866276,0.1842386,0.001217842,0.001134853,0.1638565],"study_design_scores_gemma":[0.00002226528,0.0002314624,0.9481224,0.000182981,0.0001158451,0.01953581,0.005503783,0.0003290266,0.00188234,0.0002541286,0.02378797,0.0000320506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928203,0.0009736093,0.0007309577,0.00008536985,0.0000223913,0.00005419544,0.0001649989,0.00002346688,0.005124688],"genre_scores_gemma":[0.9967135,0.0005032214,0.002031457,0.00006411729,0.00001381677,0.00002567757,0.0001530214,0.000005020847,0.0004902772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009891906,"threshold_uncertainty_score":0.01966864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392655434","doi":"10.3897/vz.74.e116992","title":"A new species of mud snake (Squamata: Homalopsidae: Myrrophis) from southern Vietnam","year":2024,"lang":"en","type":"article","venue":"Vertebrate Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental 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":"Royal Ontario Museum","funders":"Đại học Quốc gia Hà Nội; Chinese Academy of Sciences; National Foundation for Science and Technology Development","keywords":"Squamata; Geography; Fishery; Geology; Zoology; Biology","authors":[{"name":"Sang Ngoc Nguyen","is_ca":false},{"name":"Manh Van Le","is_ca":false},{"name":"Amy Lathrop","is_ca":true},{"name":"Thi-Dieu-Hien Vo","is_ca":false},{"name":"Robert W. Murphy","is_ca":false},{"name":"Jing Che","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01059449954539352,"gpt":0.2092237586923833,"spread":0.1986292591469898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001147371,0.0002404578,0.0001983865,0.0006651246,0.001078368,0.0004092796,0.0002106258,0.0002459182,0.001599237],"category_scores_gemma":[0.0001385831,0.0001566325,0.0001605178,0.0003624534,0.0004079823,0.0002754821,0.0005292892,0.0002962942,0.0002019944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881932,"about_ca_system_score_gemma":0.00027415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004372494,"about_ca_topic_score_gemma":0.008715457,"domain_scores_codex":[0.9999279,0.000009305069,0.000009060603,0.00002609171,0.00001227598,0.00001534782],"domain_scores_gemma":[0.999877,0.00001391324,0.00003091341,0.00000912724,0.00001946665,0.00004969975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000780516,0.0003717451,0.6763977,0.0007581802,0.0002178633,0.02201719,0.02633611,0.0006444452,0.1435171,0.001170785,0.001553876,0.1262345],"study_design_scores_gemma":[0.00006618354,0.0007493269,0.9330797,0.0002177779,0.00009059029,0.02444105,0.01135842,0.001194922,0.002804872,0.0003867708,0.0255644,0.00004600477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972647,0.000203745,0.0004450426,0.00004445656,0.00003076738,0.00004133596,0.0001331985,0.00001807909,0.001818545],"genre_scores_gemma":[0.997881,0.0001343438,0.0009248144,0.00005438666,0.00001208528,0.00002287198,0.0002703402,0.000003248603,0.0006968932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004372494,"threshold_uncertainty_score":0.008694112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416953864","doi":"10.3897/vz.75.e156077","title":"Revision of Notropis stramineus (Cope, 1865), descriptions of three new species and comments on the monophyly of Miniellus Jordan, 1882 (Pisces: Cypriniformes: Leuciscidae)","year":2025,"lang":"en","type":"article","venue":"Vertebrate Zoology","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Monophyly; Taxon; Clade; Notropis; Sister group; Taxonomy (biology); Tributary","authors":[{"name":"Amanda K. Pinion","is_ca":false},{"name":"Daemin Kim","is_ca":false},{"name":"Elizabeth P. Hunt","is_ca":false},{"name":"David S. Portnoy","is_ca":false},{"name":"Gary Voelker","is_ca":false},{"name":"Kevin W. Conway","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03652496440485425,"gpt":0.2213257595194656,"spread":0.1848007951146113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005651192,0.0007091394,0.0003762758,0.001169699,0.0008351667,0.0007442718,0.0009078337,0.0006241754,0.003267199],"category_scores_gemma":[0.001215665,0.0001953088,0.0003613778,0.0005168506,0.001469929,0.00169025,0.0009759082,0.001113073,0.001248625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009775665,"about_ca_system_score_gemma":0.00158639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004085545,"about_ca_topic_score_gemma":0.008217163,"domain_scores_codex":[0.9996573,0.00005442386,0.00006134148,0.00008916769,0.0001108874,0.00002677106],"domain_scores_gemma":[0.9992586,0.0001019011,0.0002189636,0.00009210569,0.0002457124,0.00008276483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002732659,0.0001125232,0.03914156,0.001491036,0.0001256897,0.001944273,0.003615886,0.001053021,0.02222981,0.01099045,0.0330957,0.8859268],"study_design_scores_gemma":[0.00002726846,0.0003606729,0.1200938,0.001723038,0.0001351454,0.007655317,0.001329803,0.001535227,0.002839913,0.00309344,0.8611372,0.00006914568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5046575,0.1247846,0.05121556,0.02017278,0.01841583,0.0009378704,0.00622809,0.002555944,0.2710319],"genre_scores_gemma":[0.8702236,0.03066155,0.04673458,0.009617863,0.003481416,0.0005082747,0.004633819,0.000276149,0.03386281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004085545,"threshold_uncertainty_score":0.01092988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}