{"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":"8ca6e9ee2925","filters":{"venue":"Journal of Ecology and Environment"}},"results":[{"id":"W4389740163","doi":"10.5141/jee.23.076","title":"The US National Ecological Observatory Network and the Global Biodiversity Framework: national research infrastructure with a global reach","year":2023,"lang":"en","type":"article","venue":"Journal of Ecology and Environment","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Battelle; National Science Foundation","keywords":"Biodiversity; Environmental resource management; Observatory; Geography; Environmental science; Ecology; Environmental planning; Biology","authors":[{"name":"Katherine M. Thibault","is_ca":false},{"name":"Christine Laney","is_ca":false},{"name":"Kelsey M. Yule","is_ca":false},{"name":"Nico M. Franz","is_ca":false},{"name":"Paula Mabee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04345898626022703,"gpt":0.283938306323213,"spread":0.2404793200629859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01864528,0.001452047,0.001973741,0.00945159,0.002584894,0.006335541,0.004428939,0.002324254,0.01893267],"category_scores_gemma":[0.03856944,0.0008864639,0.0009894863,0.02174416,0.001727233,0.007764649,0.01312705,0.003960908,0.008045874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006987919,"about_ca_system_score_gemma":0.04235071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1610153,"about_ca_topic_score_gemma":0.1176036,"domain_scores_codex":[0.9867694,0.003665385,0.001428399,0.001541415,0.004884401,0.001710854],"domain_scores_gemma":[0.9620501,0.005691635,0.004786579,0.005209055,0.01623832,0.006024295],"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":[0.0001162779,0.00008651853,0.01651222,0.001073888,0.0001352361,0.00008301392,0.0004957309,0.0004598038,0.0004304379,0.01787801,0.8505309,0.1121979],"study_design_scores_gemma":[0.00005501588,0.00003691961,0.03195094,0.001352108,0.00004416647,0.0000451341,0.0007973636,0.0008753648,0.0002213825,0.008722277,0.9558246,0.00007477244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.006086738,0.009087631,0.02468793,0.03931155,0.003476072,0.002046033,0.7431228,0.005410433,0.1667709],"genre_scores_gemma":[0.0527535,0.01665272,0.1664117,0.01530906,0.0008326612,0.009182408,0.7109793,0.002307303,0.02557135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1610153,"threshold_uncertainty_score":0.3201562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215488370","doi":"10.1186/s41610-021-00210-0","title":"PollMap: a software for crop pollination mapping in agricultural landscapes","year":2021,"lang":"en","type":"article","venue":"Journal of Ecology and Environment","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Pollination; Ecosystem services; Agriculture; Habitat; Software; Ecology; Agroforestry; Computer science; Biology; Ecosystem","authors":[{"name":"Ehsan Rahimi","is_ca":false},{"name":"Shahindokht Barghjelveh","is_ca":false},{"name":"Pinliang Dong","is_ca":false},{"name":"M. Arshadi Pirlar","is_ca":true},{"name":"Mohammad Mehdi Jahanbakhshian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02398552420676022,"gpt":0.1880214037282472,"spread":0.164035879521487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009697127,0.0009986783,0.000632822,0.001745735,0.0003086742,0.0008987191,0.001648106,0.0005495237,0.01778322],"category_scores_gemma":[0.003064002,0.0008164354,0.001119873,0.001118223,0.0002484775,0.001485266,0.001273332,0.0006580141,0.00439896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305899,"about_ca_system_score_gemma":0.0006170206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146094,"about_ca_topic_score_gemma":0.003250428,"domain_scores_codex":[0.9996156,0.00007136955,0.00005221339,0.0001248596,0.00009990777,0.00003612048],"domain_scores_gemma":[0.9988048,0.0006780176,0.00008947337,0.0001805179,0.0001816903,0.00006559629],"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":[0.001320301,0.0002908403,0.01772493,0.002122502,0.000636105,0.0008396354,0.001051967,0.03525708,0.02435733,0.008355082,0.331682,0.5763622],"study_design_scores_gemma":[0.001099647,0.0002396795,0.04139367,0.0003509513,0.0003811862,0.001249313,0.0003305534,0.6139457,0.04124824,0.0182996,0.2810514,0.000409959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02542758,0.0003795519,0.5325862,0.0001863295,0.0001005412,0.0004414268,0.02039656,0.4144639,0.006017985],"genre_scores_gemma":[0.2256444,0.0005526917,0.6500511,0.00038205,0.00008294186,0.00262095,0.0531477,0.0591165,0.008401686],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01778322,"threshold_uncertainty_score":0.0594908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947145004","doi":"10.1186/s41610-019-0116-5","title":"Effect of elevated atmospheric carbon dioxide on the allelopathic potential of common ragweed","year":2019,"lang":"en","type":"article","venue":"Journal of Ecology and Environment","topic":"Allelopathy and phytotoxic interactions","field":"Agricultural and Biological Sciences","cited_by":8,"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":"National Research Foundation of Korea; Seoul National University","keywords":"Allelopathy; Ragweed; Ambrosia artemisiifolia; Botany; Biology; Sesquiterpene; Germination","authors":[{"name":"Jichul Bae","is_ca":true},{"name":"Chaeho Byun","is_ca":false},{"name":"Yun Gyong Ahn","is_ca":false},{"name":"Jung Hyun Choi","is_ca":false},{"name":"Dowon Lee","is_ca":false},{"name":"Hojeong Kang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004308611370649367,"gpt":0.1823318598950998,"spread":0.1780232485244505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009836309,0.0003332152,0.0001551669,0.0002064303,0.000204142,0.000299191,0.0001360736,0.0002106303,0.0007476727],"category_scores_gemma":[0.0001574821,0.0001010284,0.0001347207,0.0002090921,0.0002579088,0.0002421899,0.0002630464,0.0004141446,0.00006726951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256099,"about_ca_system_score_gemma":0.0001530032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449504,"about_ca_topic_score_gemma":0.006278134,"domain_scores_codex":[0.9998981,0.0000238584,0.000005218152,0.00002372991,0.0000224813,0.00002652077],"domain_scores_gemma":[0.9997261,0.00008104285,0.00005819439,0.00002039047,0.00003831104,0.00007607661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004892927,0.00007802125,0.005583455,0.00003469186,0.00002328579,0.00006406321,0.00006300447,0.00008447235,0.9923441,0.00002881932,0.00001947266,0.001187356],"study_design_scores_gemma":[0.0000215738,0.001627181,0.4513503,0.00001308335,0.00007492533,0.0001515113,0.0002863074,0.001549114,0.5435004,0.00009333986,0.001305535,0.00002673602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994399,0.0002256688,0.00005942733,0.00001107453,0.000002835154,0.000002740305,0.00004788499,0.000004138297,0.0002062847],"genre_scores_gemma":[0.9992027,0.0001196105,0.0001120134,0.00002360889,0.000001915599,0.000004093819,0.00009352844,0.000002263581,0.0004402831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003449504,"threshold_uncertainty_score":0.006858826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395045175","doi":"10.5141/jee.24.011","title":"Regeneration and leaf traits variation of <i>Rhododendron campanulatum</i> along elevation gradient in western Nepal Himalaya","year":2024,"lang":"en","type":"article","venue":"Journal of Ecology and Environment","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Ecotone; Elevation (ballistics); Range (aeronautics); Biology; Canopy; Specific leaf area; Population; Tree line; Climate change; Ecology; Botany; Shrub","authors":[{"name":"Dipesh Karki","is_ca":false},{"name":"Bijay Pandeya","is_ca":true},{"name":"Rachana Bhandari","is_ca":true},{"name":"Dikshya Basnet","is_ca":false},{"name":"Balkrishna Ghimire","is_ca":false},{"name":"Shreehari Bhattarai","is_ca":false},{"name":"Bharat Babu Shrestha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231099148619401,"gpt":0.2076880745860098,"spread":0.1953770830998158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008695458,0.00008864385,0.00008036548,0.0004233727,0.0003151051,0.0002238763,0.0001323696,0.00009312719,0.0005601819],"category_scores_gemma":[0.000122791,0.0000650868,0.00009019554,0.0003101867,0.0001814944,0.0001078362,0.0001761087,0.000130663,0.0001207169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859892,"about_ca_system_score_gemma":0.0001051232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007967979,"about_ca_topic_score_gemma":0.02042344,"domain_scores_codex":[0.9999491,0.000008531521,0.000003278171,0.00001850044,0.000008161481,0.00001236901],"domain_scores_gemma":[0.9999008,0.00001812358,0.00003309101,0.000006711386,0.00002176946,0.00001942085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009147637,0.00006931793,0.9428993,0.00004097992,0.00004473078,0.0005453167,0.00227417,0.0002200534,0.04458861,0.0000761429,0.0001173264,0.009032683],"study_design_scores_gemma":[7.258161e-7,0.00001504294,0.9990869,0.000002200525,0.000003446321,0.00009706261,0.0003328206,0.0001028018,0.0002237019,0.000008805123,0.0001250525,0.000001586456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997041,0.00001819827,0.00002968609,0.000004364166,2.514786e-7,0.000001447089,0.00003413842,0.000001623176,0.0002061372],"genre_scores_gemma":[0.9997631,0.00001497658,0.0000480478,0.000003855729,4.975198e-7,0.000002316286,0.00006376674,4.685718e-7,0.0001031251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007967979,"threshold_uncertainty_score":0.01584321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310184511","doi":"10.5141/jee.22.069","title":"Soil properties and molecular compositions of soil organic matter in four different Arctic regions","year":2022,"lang":"en","type":"article","venue":"Journal of Ecology and Environment","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Oceans and Fisheries; Korea Polar Research Institute; National Research Foundation","keywords":"Soil organic matter; Organic matter; Arctic; Environmental science; Environmental chemistry; Soil science; Soil water; Chemistry; Ecology; Biology","authors":[{"name":"Sujeong Jeong","is_ca":false},{"name":"Sungjin Nam","is_ca":false},{"name":"Ji Young Jung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0262385462501649,"gpt":0.1841682529216729,"spread":0.157929706671508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104179,0.0004392875,0.0002864764,0.001720541,0.001005786,0.0005301289,0.0002209305,0.0002756978,0.0002665932],"category_scores_gemma":[0.0002206009,0.0002208063,0.0002372834,0.00153931,0.0004439847,0.0002042514,0.0003113482,0.0001361391,0.00007204113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007989842,"about_ca_system_score_gemma":0.0005444597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1036747,"about_ca_topic_score_gemma":0.1694582,"domain_scores_codex":[0.9997866,0.00001595631,0.00002438196,0.00007858991,0.00005277244,0.00004171499],"domain_scores_gemma":[0.9997182,0.00003428478,0.00008090367,0.000009861463,0.0001094825,0.0000471472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004886481,0.00008508179,0.887552,0.0001012666,0.0001588764,0.000420994,0.001552216,0.0006682507,0.1010156,0.0000407054,0.00007886344,0.007837436],"study_design_scores_gemma":[0.000003960758,0.00003904388,0.9953382,0.000006209731,0.00003687457,0.00008496544,0.0006890249,0.0002400672,0.003314386,0.000008248946,0.0002329424,0.000006178282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994687,0.00008594718,0.00006081017,0.000002376015,7.398046e-7,0.000004656761,0.00021077,0.00000261523,0.0001634618],"genre_scores_gemma":[0.9983603,0.0001810799,0.0006209631,0.000009179847,0.000002175073,0.00001657576,0.000596569,0.000002855126,0.0002102381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036747,"threshold_uncertainty_score":0.2061425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}