{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"0b26e52f155a","filters":{"venue":"Current plant science and biotechnology in agriculture"}},"results":[{"id":"W65990687","doi":"10.1007/978-94-011-4385-1_15","title":"Produce quality of food legumes: Genotype (G), environment (E) and (GxE) considerations","year":2000,"lang":"en","type":"book-chapter","venue":"Current plant science and biotechnology in agriculture","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"","keywords":"Legume; Cotyledon; Quality (philosophy); Food science; Protein quality; Biotechnology; Food quality; Biology; Agronomy; Mathematics; Botany","authors":[{"name":"Thandiwe Nleya","is_ca":true},{"name":"Albert Vandenberg","is_ca":true},{"name":"G. Araganosa","is_ca":true},{"name":"Thomas D. Warkentin","is_ca":true},{"name":"F. J. Muehlbauer","is_ca":false},{"name":"A. E. Slinkard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03327984344854684,"gpt":0.2155372049177597,"spread":0.1822573614692128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000519892,0.0002731979,0.0002879147,0.0004150803,0.0002160134,0.001447063,0.0004622247,0.0003609858,0.002251796],"category_scores_gemma":[0.000580558,0.0001873408,0.0001710265,0.0007225223,0.0005075829,0.0006918157,0.0003453126,0.0004914527,0.0002970908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007931745,"about_ca_system_score_gemma":0.0001841055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762453,"about_ca_topic_score_gemma":0.004510606,"domain_scores_codex":[0.9998395,0.00003371725,0.000006402899,0.0000315154,0.00007093283,0.00001786641],"domain_scores_gemma":[0.9997022,0.0001422342,0.00004769277,0.00002699956,0.00004830887,0.00003268287],"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":[0.000900431,0.0001256055,0.01719669,0.001209979,0.0001570025,0.0008257463,0.001097895,0.002301384,0.5046938,0.07094907,0.00391263,0.3966298],"study_design_scores_gemma":[0.0001039934,0.001856589,0.5144503,0.0007934077,0.0003540135,0.003549779,0.001603712,0.003721124,0.1714812,0.134917,0.1670714,0.00009753578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6081647,0.1867982,0.03315206,0.007305116,0.0003135148,0.00004392539,0.001526271,0.0002216243,0.1624746],"genre_scores_gemma":[0.9489818,0.01900606,0.0101862,0.0004857368,0.00008541107,0.00001274243,0.0003764074,0.0001076454,0.02075803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002251796,"threshold_uncertainty_score":0.007533014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230607878","doi":"10.1007/0-306-47615-0_34","title":"AmtB is Necessary for NH 4 + Induced Nitrogenase Switch-Off and Adp-Ribosylation in Rhodobacter capsulatus","year":2000,"lang":"en","type":"book-chapter","venue":"Current plant science and biotechnology in agriculture","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Rhodobacter; Nitrogenase; Chemistry; ADP-ribosylation; Biochemistry; Nitrogen fixation; Enzyme; Mutant; Organic chemistry; Gene","authors":[{"name":"A. F. Yakunin","is_ca":true},{"name":"Patrick C. Hallenbeck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01653977915751912,"gpt":0.2234982132003562,"spread":0.2069584340428371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001272602,0.000532522,0.0006347519,0.0002355343,0.0002041354,0.0005376239,0.0005766642,0.00048482,0.0009664416],"category_scores_gemma":[0.0002619637,0.0004577913,0.0004466916,0.0002063581,0.000231716,0.0003678146,0.0004926492,0.000792182,0.001404953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437515,"about_ca_system_score_gemma":0.0001772859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203415,"about_ca_topic_score_gemma":0.002263051,"domain_scores_codex":[0.9998366,0.0000193938,0.00001727443,0.00003827568,0.00005597838,0.00003248991],"domain_scores_gemma":[0.9997632,0.00004789446,0.00007078383,0.00005655684,0.00002656359,0.00003497523],"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":[0.00005204182,0.00001112344,0.0001054213,0.00002357734,0.000002172425,0.00007278175,0.00001201323,0.00002771186,0.9986663,0.00004253618,0.00004151926,0.0009428613],"study_design_scores_gemma":[0.00001544059,0.0001030038,0.00923433,0.00001358387,0.00001587343,0.0005522945,0.00006687952,0.0007028016,0.9857025,0.0001201173,0.003459796,0.00001340198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842647,0.003225395,0.006877988,0.000357541,0.0001280576,0.00002413346,0.0009278627,0.0006588265,0.003535447],"genre_scores_gemma":[0.9873133,0.0006961341,0.003732792,0.0001118159,0.00002609138,0.00003783244,0.002608113,0.0002394911,0.005234313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002203415,"threshold_uncertainty_score":0.00438118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2418994039","doi":"10.1007/978-94-011-4385-1_68","title":"The Ever Changing World of Food Legumes","year":2000,"lang":"en","type":"book-chapter","venue":"Current plant science and biotechnology in agriculture","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Business; Affect (linguistics); Legume; Production (economics); Food processing; Marketing; Food science; Economics; Agronomy; Biology; Sociology","authors":[{"name":"A. E. Slinkard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01814941750911265,"gpt":0.2036365722546713,"spread":0.1854871547455587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002075563,0.0002668442,0.0002190833,0.0003167493,0.0003667276,0.001665846,0.0004683443,0.0006982114,0.005758701],"category_scores_gemma":[0.0002814096,0.00009371784,0.0001125772,0.0007859733,0.0007493233,0.001849329,0.0005243961,0.0007500577,0.0008753159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005374003,"about_ca_system_score_gemma":0.0003634776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110043,"about_ca_topic_score_gemma":0.005776603,"domain_scores_codex":[0.9999007,0.00002136551,0.000002275516,0.0000179084,0.00004318038,0.00001460437],"domain_scores_gemma":[0.9998982,0.00005018844,0.00001024187,0.000005791887,0.00001445391,0.00002109741],"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":[0.00009552464,0.00005937905,0.002251212,0.001056417,0.00002869138,0.001065837,0.001819878,0.0004894835,0.05172829,0.1482777,0.07754795,0.7155797],"study_design_scores_gemma":[0.000003737378,0.00002980648,0.003363888,0.0001253975,0.000008409503,0.0006933677,0.0008174279,0.00008917858,0.0007821445,0.03178686,0.9622939,0.000005921233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06266568,0.5816364,0.01039048,0.03571064,0.00274524,0.00002565187,0.0004335844,0.0001904155,0.3062019],"genre_scores_gemma":[0.2439748,0.5563307,0.01418119,0.02427931,0.003106672,0.00004574095,0.0008941566,0.00009934041,0.1570881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005758701,"threshold_uncertainty_score":0.01926476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W70400611","doi":"10.1007/1-4020-3570-5_30","title":"Functional Genomic Analysis of the SDR Family in Sinorhizobium meliloti","year":2005,"lang":"en","type":"book-chapter","venue":"Current plant science and biotechnology in agriculture","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Sinorhizobium meliloti; Sinorhizobium; Computer science; Computational biology; Biology; Genetics; Symbiosis; Rhizobiaceae; Bacteria","authors":[{"name":"Sirin A. Adham","is_ca":true},{"name":"Asha I. Jacob","is_ca":true},{"name":"David S. Capstick","is_ca":true},{"name":"Trevor C. Charles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01958014623439435,"gpt":0.2016393530436847,"spread":0.1820592068092903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359066,0.0004035385,0.0003704146,0.0004793968,0.0001809729,0.0002772075,0.0003873173,0.0003406323,0.001201441],"category_scores_gemma":[0.000140013,0.0002116525,0.0007545879,0.0004497973,0.0002392405,0.0001670876,0.0002203016,0.0007182378,0.0009934944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003911356,"about_ca_system_score_gemma":0.0002131979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267295,"about_ca_topic_score_gemma":0.003651578,"domain_scores_codex":[0.9999291,0.000007470806,0.000005984561,0.00002270423,0.00002078742,0.00001405366],"domain_scores_gemma":[0.9998736,0.00004521282,0.00002356606,0.00001160995,0.0000115355,0.00003439236],"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":[0.0001283715,0.00001674077,0.0001297492,0.00004181968,0.000003885976,0.00008855767,0.00002737391,0.00004849336,0.9975847,0.00007847743,0.00003932411,0.001812503],"study_design_scores_gemma":[0.00009414806,0.0006145373,0.06161046,0.00004274544,0.0001649388,0.001592705,0.0002981355,0.002337074,0.918313,0.0004633454,0.01441948,0.0000493998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785224,0.003103676,0.009997478,0.0003245639,0.00006233606,0.00005642658,0.004785976,0.0002713445,0.002875824],"genre_scores_gemma":[0.9560415,0.00221537,0.01084038,0.0002712978,0.00004535031,0.00005933427,0.02207407,0.0001946043,0.008258137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00267295,"threshold_uncertainty_score":0.005314827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W197504599","doi":"10.1007/978-1-4020-8252-8_114","title":"Integrating Sinorhizobium meliloti Genomics: An Expression Library of the Genome","year":2008,"lang":"en","type":"book-chapter","venue":"Current plant science and biotechnology in agriculture","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Sinorhizobium meliloti; Biology; Genome; Gene; Reporter gene; Plasmid; Genetics; Functional genomics; genomic DNA; Insert (composites); Expression vector; Genomic library; Fusion gene; Molecular biology; Genomics; Gene expression; Recombinant DNA; Peptide sequence","authors":[{"name":"Alison Cowie","is_ca":true},{"name":"Jiujun Cheng","is_ca":true},{"name":"Branislava Poduska","is_ca":true},{"name":"Allyson M. MacLean","is_ca":true},{"name":"Rahat Zaheer","is_ca":true},{"name":"Richard M. Morton","is_ca":true},{"name":"Turlough M. Finan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01652063569687015,"gpt":0.1960590805738714,"spread":0.1795384448770012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002550616,0.00073416,0.0005740621,0.0004251972,0.0003159275,0.0006441879,0.000471929,0.0004688203,0.002834028],"category_scores_gemma":[0.0001761299,0.0004227149,0.0005874089,0.0008542959,0.0002290363,0.0004451728,0.0004474907,0.001298231,0.004269645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532095,"about_ca_system_score_gemma":0.0005393069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491247,"about_ca_topic_score_gemma":0.004480049,"domain_scores_codex":[0.9998481,0.0000136259,0.000007223008,0.00003489687,0.0000701346,0.00002601043],"domain_scores_gemma":[0.9999305,0.0000215015,0.000007509955,0.00001253993,0.00001201549,0.00001595447],"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":[0.00006489413,0.00001942219,0.00005180679,0.00007658629,0.000004286248,0.00005086559,0.00002399403,0.0001248914,0.9896779,0.0004295683,0.00073027,0.008745599],"study_design_scores_gemma":[0.00002150783,0.00008526043,0.001361778,0.00001707689,0.00004845089,0.0003037795,0.00002899429,0.001219834,0.9494271,0.0005424087,0.04692407,0.00001970616],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4085721,0.01106476,0.4659362,0.002021909,0.0009724597,0.0006523409,0.02724252,0.0161295,0.06740811],"genre_scores_gemma":[0.4824815,0.01457577,0.2684298,0.00134184,0.0002067445,0.0005784854,0.08337977,0.003788853,0.1452172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002834028,"threshold_uncertainty_score":0.009480774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W147992174","doi":"10.1007/978-1-4020-8252-8_98","title":"Phosphate-Dependent Gene Expression in Free-Living and Symbiotic Sinorhizobium meliloti","year":2008,"lang":"en","type":"book-chapter","venue":"Current plant science and biotechnology in agriculture","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Regulon; Sinorhizobium meliloti; Operon; Biology; Gene; Promoter; RNA polymerase; Genetics; Regulation of gene expression; Molecular biology; Gene expression; RNA; Mutant","authors":[{"name":"Rahat Zaheer","is_ca":true},{"name":"Ze‐Chun Yuan","is_ca":true},{"name":"Richard M. Morton","is_ca":true},{"name":"Turlough M. Finan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01474520859247283,"gpt":0.1985461131861973,"spread":0.1838009045937245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001055836,0.0002616369,0.0002497063,0.0001717637,0.0001315309,0.000354473,0.0002468438,0.0002684931,0.0005431129],"category_scores_gemma":[0.00009770552,0.0001951863,0.0003591579,0.0002379717,0.000257311,0.0002980255,0.0001758825,0.0004844179,0.0003315102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004952366,"about_ca_system_score_gemma":0.0002069497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145927,"about_ca_topic_score_gemma":0.003848561,"domain_scores_codex":[0.9999142,0.000007729024,0.000005143443,0.00002759955,0.00002511604,0.00002017168],"domain_scores_gemma":[0.9999311,0.0000354357,0.000007336411,0.000008507545,0.000007176209,0.00001041983],"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":[0.0000683943,0.000004854609,0.00006293871,0.00001657771,0.00000130867,0.00002045885,0.00001707402,0.00004182606,0.9986261,0.0001149165,0.0000287051,0.0009968114],"study_design_scores_gemma":[0.00001229851,0.0001044622,0.009817346,0.00000642023,0.00001502582,0.0001550053,0.00004493721,0.001427262,0.9855805,0.0003337901,0.002489034,0.00001385671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836632,0.004933494,0.004732142,0.0001900524,0.00007071747,0.0000167883,0.001349566,0.0002015168,0.004842551],"genre_scores_gemma":[0.980661,0.001841697,0.003243216,0.0001240244,0.00002731906,0.00002489123,0.002946291,0.0001033624,0.01102807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002145927,"threshold_uncertainty_score":0.004266918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}