{"meta":{"query_hash":"2285453795ce","filters":{"venue":"Herpetological Bulletin"},"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/2285453795ce","api":"https://metacan.xera.ac/api/v1/cohort?venue=Herpetological+Bulletin"},"results":[{"id":"W2308332674","doi":"","title":"Helminths of Anolis nitens (Squamata, Polychrotidae), from Brazil and Ecuador, South America","year":2010,"lang":"en","type":"article","venue":"Herpetological Bulletin","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Squamata; Clearance; Biology; Zoology; Veterinary medicine; Helminths; Anolis; Lizard; Medicine","score_opus":0.007243127568171564,"score_gpt":0.2705701488019434,"score_spread":0.26332702123377183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308332674","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":[0.9987124,0.00039337433,0.000059892882,0.000010861361,0.0000019275058,0.000011581502,0.00014043192,0.0000024450896,0.0006670917],"genre_scores_gemma":[0.9983266,0.0002820622,0.00050635415,0.000019438341,0.000003892257,0.000022390941,0.0005652143,0.0000016338244,0.00027246293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998462,0.000021107142,0.00002919797,0.00005249148,0.000027194072,0.000023744666],"domain_scores_gemma":[0.99963224,0.000055764223,0.00015862164,0.000021311831,0.00007661382,0.00005539621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002203852,0.0003568432,0.00019157883,0.0020782996,0.00072161434,0.00038472278,0.00029772957,0.00018476078,0.00083451],"category_scores_gemma":[0.0007306089,0.0001730118,0.00012974163,0.0007562544,0.0003156496,0.00034796676,0.0005894223,0.000108758475,0.000117324525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024867654,0.00009145734,0.95316523,0.00013269807,0.00005004915,0.0007102068,0.0036897403,0.00006511326,0.01651889,0.00010470886,0.000102576436,0.025120586],"study_design_scores_gemma":[0.0000057165007,0.00008940082,0.9968364,0.000017402292,0.000020859401,0.00043008922,0.0013880273,0.00007331,0.00036072248,0.000028231894,0.0007465948,0.0000030867634],"about_ca_topic_score_codex":0.023372557,"about_ca_topic_score_gemma":0.053974733,"teacher_disagreement_score":0.023372557,"about_ca_system_score_codex":0.00048377272,"about_ca_system_score_gemma":0.00024557614,"threshold_uncertainty_score":0.046473026},"labels":[],"label_agreement":null},{"id":"W2886791539","doi":"","title":"Venomous Reptiles of the United States, Canada, and Northern Mexico Volume 1: Heloderma, Micruroides, Micrurus, Pelamis, Agkistrodon, Sistrurus by Carl H.Ernst and Evelyn M.Ernst","year":2013,"lang":"en","type":"article","venue":"Herpetological Bulletin","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zoology; Biology; Geography; Humanities; Evolutionary biology; Philosophy","score_opus":0.003936626044788799,"score_gpt":0.16117000127862088,"score_spread":0.15723337523383207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886791539","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34454957,0.4919569,0.00063310866,0.020458192,0.0031428728,0.00020168976,0.01390425,0.0002086272,0.12494481],"genre_scores_gemma":[0.54430884,0.26847818,0.0026579786,0.002025085,0.002915736,0.000086784494,0.011955902,0.000075068485,0.16749637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998832,0.0000079661495,0.0000060175535,0.000019160603,0.000063728316,0.000019999376],"domain_scores_gemma":[0.99969816,0.00003269814,0.000056823803,0.000007163113,0.00013117041,0.000073977404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019897318,0.00039177242,0.00023544092,0.0032202932,0.0014605437,0.0008526305,0.00035991744,0.00028418313,0.009568175],"category_scores_gemma":[0.00032366722,0.00020226343,0.00018235948,0.0034909123,0.0008623797,0.00040746183,0.0006713101,0.00035227014,0.0007274446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026557854,0.00008802712,0.25887895,0.0013271907,0.0001217256,0.00055923226,0.0049260403,0.0004110236,0.005467029,0.001785421,0.39465305,0.33151668],"study_design_scores_gemma":[0.0000079686915,0.000032679265,0.75906265,0.0004439523,0.000024807692,0.00036431855,0.0028019664,0.00006966034,0.00023332902,0.00014985286,0.23679943,0.000009373148],"about_ca_topic_score_codex":0.68883425,"about_ca_topic_score_gemma":0.930694,"teacher_disagreement_score":0.31116575,"about_ca_system_score_codex":0.002427804,"about_ca_system_score_gemma":0.0036840339,"threshold_uncertainty_score":0.62599653},"labels":[],"label_agreement":null},{"id":"W2949743265","doi":"","title":"Frogs of the United States & Canada - C. Kenneth Dodd Jr. (2013)","year":2014,"lang":"en","type":"article","venue":"Herpetological Bulletin","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Environmental ethics; Philosophy","score_opus":0.011747292647058524,"score_gpt":0.23197210249136574,"score_spread":0.2202248098443072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949743265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089226715,0.10844691,0.00087486196,0.07322993,0.0036172394,0.000102011836,0.021404166,0.00020884695,0.7028894],"genre_scores_gemma":[0.4459205,0.035392374,0.0021263529,0.006247717,0.0002530522,0.000043110023,0.004149739,0.00007825156,0.5057889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998202,0.000018023715,0.0000042953498,0.000025428886,0.000078584155,0.000053580494],"domain_scores_gemma":[0.9996954,0.000017422004,0.000019986392,0.000011559429,0.00018151168,0.000074074625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028854923,0.00022944108,0.00018677846,0.0013910625,0.006009301,0.0016651185,0.0004933806,0.0005106421,0.023989707],"category_scores_gemma":[0.0006894322,0.00014118204,0.00012773945,0.0023162356,0.0011673172,0.00050115254,0.0006834942,0.0009175813,0.0015230428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033553242,0.00001720385,0.027554516,0.00011897462,0.000019781202,0.0003456351,0.0049449783,0.00013047081,0.00031217266,0.025216125,0.79839694,0.14290977],"study_design_scores_gemma":[0.000003888823,0.000008353882,0.09246612,0.00024104216,0.000010279214,0.0002499858,0.009068356,0.00004835762,0.00016207935,0.0013704514,0.89635587,0.000015221393],"about_ca_topic_score_codex":0.96291584,"about_ca_topic_score_gemma":0.9934701,"teacher_disagreement_score":0.037084162,"about_ca_system_score_codex":0.008524069,"about_ca_system_score_gemma":0.013625968,"threshold_uncertainty_score":0.08025354},"labels":[],"label_agreement":null},{"id":"W2974178059","doi":"","title":"Frogs of the United States & Canada - C. Kenneth Dodd Jr. (2013)","year":2014,"lang":"en","type":"article","venue":"Herpetological Bulletin","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economics","score_opus":0.011747292647058524,"score_gpt":0.23197210249136574,"score_spread":0.2202248098443072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974178059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089227,0.108446985,0.000874863,0.07322996,0.0036172366,0.00010201166,0.021404171,0.00020884658,0.70288885],"genre_scores_gemma":[0.44592106,0.035392374,0.002126353,0.006247714,0.00025305164,0.00004310997,0.004149736,0.00007825146,0.50578827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998202,0.000018023715,0.0000042953498,0.000025428912,0.000078584155,0.000053580494],"domain_scores_gemma":[0.9996954,0.000017422004,0.000019986412,0.000011559429,0.00018151186,0.0000740747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028854923,0.00022944085,0.00018677846,0.0013910619,0.006009301,0.0016651192,0.0004933806,0.00051064155,0.023989646],"category_scores_gemma":[0.0006894322,0.00014118191,0.00012773933,0.0023162356,0.0011673177,0.0005011523,0.0006834942,0.0009175813,0.0015230399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033553264,0.000017203878,0.027554581,0.00011897469,0.000019781273,0.00034563532,0.0049449904,0.00013047102,0.00031217304,0.025216188,0.7983967,0.1429098],"study_design_scores_gemma":[0.000003888825,0.000008353879,0.09246642,0.00024104252,0.00001027924,0.00024998598,0.009068379,0.0000483577,0.00016207961,0.0013704543,0.89635557,0.000015221418],"about_ca_topic_score_codex":0.96291596,"about_ca_topic_score_gemma":0.9934701,"teacher_disagreement_score":0.037084043,"about_ca_system_score_codex":0.008524076,"about_ca_system_score_gemma":0.01362598,"threshold_uncertainty_score":0.08025336},"labels":[],"label_agreement":null}]}