{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"12e8631fbef3","filters":{"venue":"Wader Study Group Bulletin"}},"results":[{"id":"W1858804344","doi":"","title":"Population estimates of North American shorebirds, 2012","year":2012,"lang":"en","type":"article","venue":"Wader Study Group Bulletin","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":289,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Population; Endangered species; Threatened species; Taxon; Population size; Ecology; Demography; Biology; Habitat","authors":[{"name":"Brad A. Andres","is_ca":false},{"name":"Paul A. Smith","is_ca":false},{"name":"Cheri L. Gratto‐Trevor","is_ca":false},{"name":"Stephen C. Brown","is_ca":false},{"name":"Christian Friis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007231116816762163,"gpt":0.2222640757726316,"spread":0.2150329589558694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004465248,0.0001819442,0.0002939639,0.00003782096,0.00008846562,0.0000126603,0.0002146172,0.00002275974,0.001072679],"category_scores_gemma":[0.00005205092,0.0001588309,0.00004978375,0.0002699646,0.0001025953,0.0001398065,0.0001785503,0.0001014248,0.001402208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008994316,"about_ca_system_score_gemma":0.000001028915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009913867,"about_ca_topic_score_gemma":0.002389625,"domain_scores_codex":[0.9984813,0.000139274,0.0003069135,0.0002574915,0.0004124025,0.0004026512],"domain_scores_gemma":[0.9992455,0.00009896694,0.0001882498,0.00033486,0.00000531998,0.000127115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001310445,0.000662288,0.9826689,0.00000979691,0.00001835457,0.000001146822,0.0006276109,0.00003277721,0.0001067395,0.000004682341,0.004246301,0.01160831],"study_design_scores_gemma":[0.0002107879,0.0002711958,0.9938911,0.00000494862,0.00002881403,0.000003183077,0.000183733,0.000197031,0.00003977918,0.000001834796,0.004992725,0.0001748356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980352,0.00005388582,0.0001580511,0.0001281841,0.0002015507,0.0006165068,0.000005898585,0.00007108654,0.0007296596],"genre_scores_gemma":[0.9984823,0.000001627562,0.001178245,0.00005612036,0.00008444522,0.00005022676,0.00001374676,0.00002999448,0.0001032854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143348,"threshold_uncertainty_score":0.9998405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735895255","doi":"","title":"Variation in timing, behaviour, and plumage of spring migrant Bar-tailed Godwits on the Yukon-Kuskokwim Delta, Alaska","year":2010,"lang":"en","type":"article","venue":"Wader Study Group Bulletin","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plumage; Delta; Spring (device); Variation (astronomy); Geography; Physical geography; Geology; Zoology; Biology; Physics","authors":[{"name":"Brian J. McCaffery","is_ca":false},{"name":"Robert E. Gill","is_ca":false},{"name":"David S. Melville","is_ca":false},{"name":"Adrian C. Riegen","is_ca":false},{"name":"Pavel S. Tomkovich","is_ca":false},{"name":"Maksim N. Dementyev","is_ca":false},{"name":"Matthew G. Sexson","is_ca":false},{"name":"Rob Schuckard","is_ca":false},{"name":"Sarah Lovibond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01082621932128621,"gpt":0.2202015705323129,"spread":0.2093753512110267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007132955,0.0001597391,0.0001796705,0.00003993473,0.0001662317,0.00001698102,0.0002402126,0.0001072523,0.004066995],"category_scores_gemma":[0.00007100172,0.0001174562,0.000034426,0.00009895315,0.0001845221,0.00004199216,0.0001864667,0.0004050256,0.0002504823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003311323,"about_ca_system_score_gemma":0.000004519896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009609518,"about_ca_topic_score_gemma":0.005183973,"domain_scores_codex":[0.9987764,0.0001285152,0.0002715641,0.0003482255,0.0002211864,0.0002540974],"domain_scores_gemma":[0.9993936,0.0001305614,0.0001100178,0.0002975031,0.000005709568,0.00006258591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002822483,0.0007895938,0.9921992,0.000001969757,0.00000612871,0.00001540669,0.003230897,0.00001167947,0.003047084,0.00002566175,0.0001520575,0.0004921008],"study_design_scores_gemma":[0.0006848148,0.0002479827,0.9976692,0.00000816482,0.00003742506,0.000003379626,0.0006062029,0.00003871055,0.0001624039,0.00001609259,0.0003943428,0.0001313026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978202,0.000006607198,0.00002465067,0.0009111708,0.0001129043,0.0006421975,0.000003050958,0.00001863337,0.000460575],"genre_scores_gemma":[0.9991453,0.000001719388,0.0002507215,0.0001986062,0.00001910029,0.00007472923,0.000001215494,0.00001527758,0.0002933263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005469981,"threshold_uncertainty_score":0.9968434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2734449930","doi":"","title":"Longevity, movements, and site fidelity in Wandering Tattlers Heteroscelus incanus","year":2010,"lang":"en","type":"article","venue":"Wader Study Group Bulletin","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Juvenile; Geography; Demography; Biology; Ecology","authors":[{"name":"Robert E. Gill","is_ca":false},{"name":"Pavel S. Tomkovich","is_ca":false},{"name":"R. Morgan David","is_ca":false},{"name":"Maksim N. Dementyev","is_ca":false},{"name":"Arleone Dibben‐Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008660566449758884,"gpt":0.2289868121598997,"spread":0.2203262457101409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004442244,0.0001668421,0.000180123,0.00003299816,0.0001659345,0.00003059175,0.0001736352,0.00009774151,0.003553147],"category_scores_gemma":[0.00002561776,0.0001580766,0.00002618903,0.00008900642,0.0002533278,0.00006771408,0.0005052062,0.0004109048,0.0004492398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005747432,"about_ca_system_score_gemma":0.000002491291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008215921,"about_ca_topic_score_gemma":0.01451355,"domain_scores_codex":[0.9987077,0.00007607361,0.0002377323,0.0004526877,0.0001869731,0.0003388815],"domain_scores_gemma":[0.9995579,0.00003713263,0.0000552176,0.0002472214,0.000002908751,0.00009962744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001685147,0.0005447919,0.9908744,0.000003050318,0.000004201256,0.00004874167,0.0009451933,0.000007685664,0.004856908,0.00000114814,0.0003698265,0.002327276],"study_design_scores_gemma":[0.0009175207,0.0001430386,0.9952357,0.00000287791,0.00001029465,0.000006552882,0.0004317453,0.00001381061,0.0001174569,0.00001881797,0.002922937,0.0001792522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981748,0.00001127081,0.00002424458,0.0004314492,0.000190816,0.0004654393,0.000003861619,0.00003103925,0.0006670625],"genre_scores_gemma":[0.998732,0.000003360175,0.000259464,0.0004498567,0.00002189016,0.00005463323,0.000003346914,0.00001307186,0.0004623675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369195,"threshold_uncertainty_score":0.9973577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}