{"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":"ee0a149e4815","filters":{"venue":"Stress Biology"}},"results":[{"id":"W4389370978","doi":"10.1007/s44154-023-00127-9","title":"Foliar application of strigolactones improves the desiccation tolerance, grain yield and water use efficiency in dryland wheat through modulation of non-hydraulic root signals and antioxidant defense","year":2023,"lang":"en","type":"article","venue":"Stress Biology","topic":"Plant Parasitism and Resistance","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Key Research and Development Program of China; Agriculture and Agri-Food Canada; National Natural Science Foundation of China","keywords":"Water-use efficiency; Agronomy; Antioxidant; Shoot; Abscisic acid; Yield (engineering); Desiccation; Biomass (ecology); Water content; Biology; Chemistry; Irrigation; Botany; Materials science; Biochemistry","authors":[{"name":"Sha Guo","is_ca":false},{"name":"Xiaofei Wei","is_ca":false},{"name":"B. L.","is_ca":true},{"name":"Yongqing Ma","is_ca":false},{"name":"Zihan Yu","is_ca":false},{"name":"Pufang Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637775060896744,"gpt":0.2407258838582514,"spread":0.224348133249284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009518336,0.0003279956,0.0003651137,0.0002102568,0.0001190573,0.0002397607,0.0001374643,0.0002245887,0.0006794229],"category_scores_gemma":[0.0000624231,0.000127927,0.0002532003,0.0001362479,0.0001575546,0.0002220578,0.000193605,0.0005722623,0.0001106196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409439,"about_ca_system_score_gemma":0.0001564304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008741341,"about_ca_topic_score_gemma":0.001650755,"domain_scores_codex":[0.9999466,0.000007211068,0.000007363231,0.00001596212,0.000008746188,0.00001409596],"domain_scores_gemma":[0.9999193,0.000006280503,0.00003056592,0.000007160176,0.000008840852,0.00002789926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000256836,0.00005337657,0.000188292,0.00004425242,0.0000105045,0.00002430866,0.00001013071,0.00002642334,0.9981802,0.00001196207,0.00001543537,0.001178448],"study_design_scores_gemma":[0.0001322051,0.004226741,0.03389383,0.00001667684,0.0001321001,0.0001196731,0.00008865591,0.0008607688,0.957512,0.00008389364,0.002916456,0.00001707994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979267,0.001127217,0.0004195434,0.00004880129,0.00001521037,0.00000869343,0.0001251508,0.00005436255,0.0002742021],"genre_scores_gemma":[0.9972942,0.0006512462,0.0005911559,0.00007166756,0.000007745228,0.00001083007,0.0002497608,0.00001111509,0.00111229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008741341,"threshold_uncertainty_score":0.002272904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210727011","doi":"10.1007/s44154-021-00016-z","title":"Proto Kranz-like leaf traits and cellular ionic regulation are associated with salinity tolerance in a halophytic wild rice","year":2022,"lang":"en","type":"article","venue":"Stress Biology","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australia-India Strategic Research Fund; Australian Research Council; National Natural Science Foundation of China; Hort Innovation; Multiple Sclerosis Scientific Research Foundation; Department of Industry, Science, Energy and Resources, Australian Government; Department of Industry, Innovation and Science, Australian Government; Pakistan Science Foundation","keywords":"Biology; Oryza; Oryza sativa; Salinity; Cultivar; Botany; Halophyte; Gene; Ecology; Biochemistry","authors":[{"name":"Miing‐Tiem Yong","is_ca":false},{"name":"Celymar Solis","is_ca":false},{"name":"Samuel Amatoury","is_ca":false},{"name":"Gothandapani Sellamuthu","is_ca":false},{"name":"Raja Rajakani","is_ca":false},{"name":"Michelle Mak","is_ca":false},{"name":"Gayatri Venkataraman","is_ca":false},{"name":"Lana Shabala","is_ca":false},{"name":"Meixue Zhou","is_ca":false},{"name":"Oula Ghannoum","is_ca":false},{"name":"Paul Holford","is_ca":false},{"name":"Samsul Huda","is_ca":false},{"name":"Sergey Shabala","is_ca":false},{"name":"Zhong‐Hua Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01519020601552444,"gpt":0.2099340763941916,"spread":0.1947438703786672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009542602,0.000254864,0.0001803378,0.0004791931,0.0002039799,0.0001696371,0.0001599918,0.0001367575,0.0005936351],"category_scores_gemma":[0.00008221773,0.0001364047,0.0001864957,0.0001980671,0.0002120054,0.0001434672,0.0002575861,0.0002155738,0.0001053524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014962,"about_ca_system_score_gemma":0.0001215288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157275,"about_ca_topic_score_gemma":0.001669071,"domain_scores_codex":[0.9999417,0.000005022086,0.000009042109,0.000020341,0.000009075992,0.00001479715],"domain_scores_gemma":[0.9998455,0.00001184868,0.00006130063,0.00001715781,0.00001994348,0.00004431061],"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":[0.0001246997,0.00002066152,0.008906412,0.00001630911,0.000007316609,0.00008438237,0.00004618695,0.00001416417,0.9902231,0.00001848143,0.000007040745,0.0005314215],"study_design_scores_gemma":[0.00002047597,0.0004655276,0.8964775,0.000005677481,0.00004085989,0.001606676,0.0004439775,0.0003942684,0.09977044,0.00008063269,0.0006775351,0.00001640557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999619,0.00003324354,0.0001438152,0.000005678287,8.789919e-7,0.000002640105,0.00007853517,0.000007824962,0.0001084495],"genre_scores_gemma":[0.9990072,0.00003471705,0.0003245833,0.0000129044,0.000001159761,0.000005926661,0.0001987411,0.000005613198,0.0004092024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001157275,"threshold_uncertainty_score":0.002301097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378385381","doi":"10.1007/s44154-023-00095-0","title":"Immune receptor mimicking hormone receptors: a new guarding strategy","year":2023,"lang":"en","type":"article","venue":"Stress Biology","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Immune receptor; Effector; Immune system; Biology; Receptor; Leucine-rich repeat; Immunology; Computational biology; Genetics","authors":[{"name":"Xueru Liu","is_ca":true},{"name":"Josh Li","is_ca":true},{"name":"Tony ShengZhe Peng","is_ca":true},{"name":"Xin Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06303620501811898,"gpt":0.2980378030631615,"spread":0.2350015980450425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003817558,0.0004535213,0.000548307,0.0002094205,0.0002352323,0.0007922884,0.0006546901,0.0007114367,0.001779213],"category_scores_gemma":[0.0001467242,0.0002163472,0.0004540806,0.0001235485,0.0004869073,0.001188619,0.0007156985,0.001493166,0.0009625991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323629,"about_ca_system_score_gemma":0.0001820287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033104,"about_ca_topic_score_gemma":0.0001610974,"domain_scores_codex":[0.9998267,0.00002455537,0.00001012874,0.00005544742,0.00003576863,0.00004746642],"domain_scores_gemma":[0.9999186,0.00001260928,0.00001376964,0.00001565816,0.0000110841,0.00002826555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000141294,0.00004999675,0.0001269405,0.0001463066,0.00001451803,0.0001787564,0.00005515921,0.0001595241,0.9748505,0.007692133,0.0007153936,0.01586944],"study_design_scores_gemma":[0.0001127839,0.001254794,0.0007799579,0.00003554058,0.00009530983,0.001742912,0.0001244868,0.005141617,0.8383756,0.00656329,0.145697,0.00007675045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5332285,0.08697877,0.3151767,0.01104738,0.003351981,0.000547916,0.0009738931,0.003422604,0.04527226],"genre_scores_gemma":[0.8458742,0.02522469,0.09674121,0.004280721,0.0004766905,0.0002523936,0.0006529831,0.0002338404,0.02626324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001779213,"threshold_uncertainty_score":0.005952001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393004090","doi":"10.1007/s44154-024-00155-z","title":"Signal Peptide Peptidase and PI4Kβ1/2 play opposite roles in plant ER stress response and immunity","year":2024,"lang":"en","type":"article","venue":"Stress Biology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Killam Trusts; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Canada Research Chairs","keywords":"Biology; Mutant; Cell biology; Genetics; Gene","authors":[{"name":"Karen Thulasi Devendrakumar","is_ca":true},{"name":"Tony ShengZhe Peng","is_ca":true},{"name":"Leon Pierdzig","is_ca":false},{"name":"Edan Jackson","is_ca":true},{"name":"Volker Lipka","is_ca":false},{"name":"Xin Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01509646991982927,"gpt":0.242977194078439,"spread":0.2278807241586097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001510381,0.0006779268,0.0003147268,0.0003314236,0.0001501618,0.0004369642,0.000317192,0.0003106099,0.000901531],"category_scores_gemma":[0.00009790381,0.0002114494,0.0002489684,0.000150124,0.0002844585,0.0004367547,0.0003964418,0.0005587949,0.0003254315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194273,"about_ca_system_score_gemma":0.0002312547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001444429,"about_ca_topic_score_gemma":0.00020561,"domain_scores_codex":[0.9998809,0.00001163651,0.00000985878,0.00003469291,0.00003148827,0.00003142054],"domain_scores_gemma":[0.9998575,0.00001301693,0.0000513448,0.00001051757,0.00001606653,0.0000514081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001289331,0.00001030813,0.0004414416,0.00002076815,0.00000540233,0.00008993714,0.000005055046,0.00003408944,0.9982888,0.0001331534,0.00001123838,0.000831006],"study_design_scores_gemma":[0.00005610884,0.0003147224,0.03050739,0.000008908188,0.00005292128,0.00185141,0.00009456703,0.001476868,0.9619552,0.0004202019,0.003248075,0.0000136878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993704,0.001770156,0.002881608,0.0001150508,0.00001938853,0.00001479027,0.0002081684,0.00005660647,0.00123022],"genre_scores_gemma":[0.9935004,0.0008367176,0.002510189,0.00006523156,0.00001048498,0.00001614028,0.0004573017,0.00001799727,0.002585372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000901531,"threshold_uncertainty_score":0.003015876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415570637","doi":"10.1007/s44154-025-00268-z","title":"Temporal proteomic profiling via 4D-DIA reveals early defense mechanisms and core resistance determinants in soybean against Phakopsora pachyrhizi","year":2025,"lang":"en","type":"article","venue":"Stress Biology","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Agriculture","funders":"Key Laboratory of Agricultural Information Service Technology; Agricultural Science and Technology Innovation Program; National Key Research and Development Program of China; Chinese Academy of Agricultural Sciences","keywords":"Phakopsora pachyrhizi; Soybean rust; Proteomics; Plant disease resistance; Rust (programming language); Plant defense against herbivory; Signal transduction; Phenylpropanoid","authors":[{"name":"Zhijie Lu","is_ca":false},{"name":"Cong Han","is_ca":false},{"name":"Chao Li","is_ca":true},{"name":"Zhihui Shan","is_ca":true},{"name":"Shuilian Chen","is_ca":true},{"name":"Hongli Yang","is_ca":true},{"name":"Yuanxiao Yang","is_ca":false},{"name":"Zhonglu Yang","is_ca":true},{"name":"Hongwei Wang","is_ca":false},{"name":"Haifeng Chen","is_ca":true},{"name":"Qingnan Hao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01028037861645282,"gpt":0.2644263010375743,"spread":0.2541459224211214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001007024,0.0002911446,0.0002480221,0.0003763459,0.0001725698,0.0003122914,0.0001201698,0.0002082056,0.0005830181],"category_scores_gemma":[0.00008564579,0.000160437,0.0002738851,0.000295846,0.0001189931,0.0002252898,0.0001996522,0.0003820509,0.0002682009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002327445,"about_ca_system_score_gemma":0.0001436327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378663,"about_ca_topic_score_gemma":0.002497076,"domain_scores_codex":[0.9999452,0.000003105403,0.000003239015,0.00002268412,0.0000135268,0.00001237697],"domain_scores_gemma":[0.9999448,0.000006714255,0.00001686213,0.000003614336,0.00001263469,0.00001541135],"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":[0.00008629265,0.000007999813,0.001566992,0.00004573743,0.00000971879,0.0000349922,0.00002929007,0.00003691006,0.9970434,0.00002645489,0.00004202056,0.001070054],"study_design_scores_gemma":[0.0000246249,0.0003510344,0.4948043,0.00002780968,0.0001278662,0.0009078464,0.0003699674,0.0077211,0.4895211,0.0002762448,0.005827678,0.00004046377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915091,0.001389769,0.002528707,0.00008776686,0.000015124,0.00002024864,0.003431511,0.00007228503,0.0009455803],"genre_scores_gemma":[0.9841137,0.001153947,0.005754227,0.0001729736,0.0000109727,0.00006081583,0.006313062,0.00004739776,0.002372779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001378663,"threshold_uncertainty_score":0.002741277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}