{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"961cdcef129b","filters":{"venue":"Phytocoenologia"}},"results":[{"id":"W2775348532","doi":"10.1127/phyto/2017/0192","title":"Circumpolar Arctic Vegetation Classification","year":2017,"lang":"en","type":"article","venue":"Phytocoenologia","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"International Arctic Science Committee; National Aeronautics and Space Administration","keywords":"Circumpolar star; Vegetation (pathology); Geography; Arctic; The arctic; Vegetation classification; Physical geography; Ecology; Oceanography; Geology; Biology","authors":[{"name":"Donald A. Walker","is_ca":false},{"name":"Fred J.A. Daniëls","is_ca":false},{"name":"N. V. Matveyeva","is_ca":false},{"name":"Jozef Šibík","is_ca":false},{"name":"Marilyn D. Walker","is_ca":false},{"name":"Amy Breen","is_ca":false},{"name":"L.A. Druckenmiller","is_ca":false},{"name":"Martha K. Raynolds","is_ca":false},{"name":"Helga Bültmann","is_ca":false},{"name":"S.M. Hennekens","is_ca":false},{"name":"Marcel Buchhorn","is_ca":false},{"name":"Howard E. Epstein","is_ca":false},{"name":"Ksenia Ermokhina","is_ca":false},{"name":"Anna Maria Fosaa","is_ca":false},{"name":"Starri Hei∂marsson","is_ca":false},{"name":"Birgit Heim","is_ca":false},{"name":"Ingibjörg S. Jónsdóttir","is_ca":false},{"name":"Natalia Koroleva","is_ca":false},{"name":"Esther Lévesque","is_ca":false},{"name":"William H. MacKenzie","is_ca":false},{"name":"Greg H. R. Henry","is_ca":false},{"name":"Lennart Nilsen","is_ca":false},{"name":"Robert K. Peet","is_ca":false},{"name":"V. Yu. Razzhivin","is_ca":false},{"name":"Stephen S. Talbot","is_ca":false},{"name":"M. Yu. Telyatnikov","is_ca":false},{"name":"Dietbert Thannheiser","is_ca":false},{"name":"Patrick J. Webber","is_ca":false},{"name":"Lisa Wirth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09872650875040491,"gpt":0.2931128926629378,"spread":0.1943863839125329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011361,0.0007825154,0.0004592625,0.007164077,0.00164737,0.002473836,0.0008692208,0.0004660089,0.01444524],"category_scores_gemma":[0.001384748,0.0002088036,0.0006036924,0.007485727,0.0002811556,0.0009159576,0.001069644,0.0007551098,0.01212146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740956,"about_ca_system_score_gemma":0.003517759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1406615,"about_ca_topic_score_gemma":0.1791029,"domain_scores_codex":[0.9991634,0.00008559681,0.00007391394,0.0002016357,0.0003025005,0.0001728351],"domain_scores_gemma":[0.9977865,0.00008201385,0.000249319,0.0002171037,0.00133408,0.0003309543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004405524,0.0001268256,0.1785058,0.0009266787,0.00009219789,0.0003401578,0.001549951,0.003837844,0.004132516,0.0111561,0.4533457,0.3455456],"study_design_scores_gemma":[0.00002734257,0.00003833865,0.2346682,0.0005231621,0.0000421207,0.0002268666,0.001444329,0.005227758,0.001471718,0.001782359,0.7544978,0.00005012511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1215857,0.004539925,0.01944717,0.0011168,0.001460725,0.001200286,0.6453237,0.003890569,0.2014352],"genre_scores_gemma":[0.1072637,0.002158243,0.05087956,0.0003796897,0.0002264236,0.0007406344,0.803924,0.0006762468,0.03375159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1406615,"threshold_uncertainty_score":0.2796855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773842398","doi":"10.1127/phyto/2017/0165","title":"The EcoVeg approach in the Americas: U.S., Canadian and International Vegetation Classifications","year":2017,"lang":"en","type":"article","venue":"Phytocoenologia","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada","funders":"U.S. Forest Service; Natural Resources Canada; Johns Hopkins University","keywords":"Geography; Vegetation (pathology); Forestry; Physical geography; Ecology; Biology","authors":[{"name":"Don Faber‐Langendoen","is_ca":false},{"name":"Ken Baldwin","is_ca":true},{"name":"Robert K. Peet","is_ca":false},{"name":"Del Meidinger","is_ca":false},{"name":"Este Muldavin","is_ca":false},{"name":"Todd Keeler‐Wolf","is_ca":false},{"name":"Carmen Josse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06188758273711238,"gpt":0.2949491903467288,"spread":0.2330616076096165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008439067,0.0004930752,0.0003269493,0.01354377,0.001597385,0.00246024,0.0009101116,0.0002801779,0.004583342],"category_scores_gemma":[0.001863361,0.0001639355,0.0004245223,0.01947261,0.001082594,0.0009819925,0.001089642,0.0008663285,0.0005444947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008601369,"about_ca_system_score_gemma":0.01628171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9339823,"about_ca_topic_score_gemma":0.9723455,"domain_scores_codex":[0.9993562,0.0000866183,0.00003644484,0.0001089194,0.0002263405,0.0001854451],"domain_scores_gemma":[0.9989312,0.00007341433,0.0001046202,0.00007688342,0.0006577107,0.0001560932],"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":[0.0002745265,0.0001165042,0.2491696,0.0008326874,0.0002159737,0.0003313746,0.01099876,0.006704455,0.004641829,0.1558284,0.1384678,0.4324182],"study_design_scores_gemma":[0.00002230142,0.00002624158,0.5684449,0.0004986242,0.00009094366,0.0002453501,0.01258701,0.003607718,0.0005047848,0.01260465,0.4013242,0.00004331166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3747538,0.0244866,0.04194952,0.003122456,0.0006122506,0.0008258816,0.1527341,0.001763519,0.3997519],"genre_scores_gemma":[0.802371,0.008940732,0.09084437,0.0006673202,0.00007835859,0.0004857762,0.06489025,0.0004717405,0.03125051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06601769,"threshold_uncertainty_score":0.1328129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}