{"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":"203ed5d2f664","filters":{"venue":"Life Science Research"}},"results":[{"id":"W2357028719","doi":"","title":"Genetic Potentials of Wheat Flour RVA Pasting Characteristics and Cluster Analysis","year":2002,"lang":"en","type":"article","venue":"Life Science Research","topic":"Agricultural Engineering and Mechanization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Viscosity; Veterinary medicine; Food science; Mathematics; Biology; Materials science; Composite material; Medicine","authors":[{"name":"Xu Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03546415593706427,"gpt":0.2726709182009767,"spread":0.2372067622639125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007289193,0.0002539621,0.0003031942,0.001905034,0.0004994146,0.0006019275,0.0002051045,0.000206723,0.0009316173],"category_scores_gemma":[0.001578614,0.0001499666,0.0003999155,0.001637342,0.0002518458,0.0001822675,0.0002963858,0.000269083,0.0002069128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003660345,"about_ca_system_score_gemma":0.000231283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114942,"about_ca_topic_score_gemma":0.002781408,"domain_scores_codex":[0.9993725,0.0001274769,0.00005552158,0.0002455011,0.0001044994,0.00009454309],"domain_scores_gemma":[0.9989703,0.000289007,0.000206036,0.00009986691,0.0002483932,0.0001864365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813438,0.000254098,0.5426942,0.00009654347,0.000556647,0.0004308742,0.003347107,0.003535998,0.3992138,0.0009208351,0.0002755985,0.04686086],"study_design_scores_gemma":[0.000010111,0.0002029994,0.986084,0.000007989004,0.00009499622,0.0003359645,0.0006525095,0.005253655,0.006229633,0.0002615222,0.0008397498,0.00002679663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990407,0.00002078607,0.0005510261,0.000005037141,0.000001162303,0.000006701061,0.0001235169,0.000006250014,0.0002446953],"genre_scores_gemma":[0.9980445,0.00001679657,0.001184684,0.000002077514,0.000001368809,0.000009001882,0.0004167892,0.000006805885,0.0003178649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114942,"threshold_uncertainty_score":0.006193638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2386410674","doi":"","title":"Expression of sIL-16 in E.coli and Its Activity Analysis","year":2002,"lang":"en","type":"article","venue":"Life Science Research","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Jurkat cells; Recombinant DNA; lac operon; Molecular biology; Complementary DNA; Affinity chromatography; Escherichia coli; Expression vector; Protein expression; Plasmid; Biology; Chemistry; Gene; Biochemistry; T cell; Enzyme; Genetics","authors":[{"name":"Zhi Ye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0988201164678382,"gpt":0.3898112130101227,"spread":0.2909910965422845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003216925,0.0007514435,0.0007326171,0.0004301575,0.0001587741,0.0005337023,0.0003279249,0.000264613,0.002308731],"category_scores_gemma":[0.0002279655,0.0002553585,0.0005213818,0.0006351831,0.0001800546,0.0002255056,0.0002994853,0.0006982663,0.002830014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998598,"about_ca_system_score_gemma":0.0002445628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005383919,"about_ca_topic_score_gemma":0.0005475847,"domain_scores_codex":[0.9997734,0.00003988963,0.00003309238,0.00003404868,0.00007407356,0.00004535593],"domain_scores_gemma":[0.9998247,0.00002750359,0.0000368887,0.00003326672,0.00004682326,0.00003083518],"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":[0.0001509376,0.00005473534,0.0003454764,0.0001357915,0.000010859,0.00007864694,0.00001983389,0.0002556746,0.9954032,0.0001031353,0.0001482312,0.00329337],"study_design_scores_gemma":[0.00002225466,0.0001886023,0.001434974,0.00002110625,0.00001763724,0.0002301908,0.00002950455,0.001808833,0.9831749,0.00007861932,0.01298268,0.00001068555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9288945,0.004973787,0.04620778,0.0004645304,0.0002555677,0.0004063819,0.01057626,0.001069468,0.007151847],"genre_scores_gemma":[0.8305511,0.004210407,0.09036084,0.0002550275,0.00008638539,0.0002991557,0.04579874,0.0003751866,0.02806312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002308731,"threshold_uncertainty_score":0.007723451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2352351248","doi":"","title":"Genetic Polymorphism of Nogo Gene in Han Chinese of Chengdu and Thai Populations","year":2011,"lang":"en","type":"article","venue":"Life Science Research","topic":"14-3-3 protein interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Genotype; Allele; Biology; Genetics; Allele frequency; Genotype frequency; Gene; Polymorphism (computer science)","authors":[{"name":"YU Yingxi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1115978299588016,"gpt":0.4035543805567931,"spread":0.2919565505979915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002908527,0.0004138598,0.0004244539,0.0009753383,0.001154282,0.0004856109,0.0002536437,0.0002695144,0.001449355],"category_scores_gemma":[0.0009146808,0.000379145,0.0004565378,0.001486012,0.0003373255,0.0002360149,0.0003641656,0.0002490515,0.0001095934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000455852,"about_ca_system_score_gemma":0.0004743564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04098903,"about_ca_topic_score_gemma":0.03196112,"domain_scores_codex":[0.9996272,0.00004505087,0.00005498271,0.0001108436,0.00007329878,0.00008865754],"domain_scores_gemma":[0.9995146,0.00008191398,0.000126391,0.00004150653,0.0000673632,0.000168291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004676903,0.00008814259,0.9769645,0.00007756881,0.0002333517,0.004130048,0.004499402,0.0001523044,0.006982202,0.0002000149,0.0002109786,0.005993774],"study_design_scores_gemma":[0.00002898112,0.000153342,0.9958724,0.00001139862,0.00008187292,0.001772795,0.001030006,0.0003102256,0.0002199604,0.0001015229,0.0004019703,0.00001541814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995421,0.00009392075,0.00004437336,0.00001638631,0.000003341817,0.000005988319,0.00005211086,0.000001291143,0.0002404435],"genre_scores_gemma":[0.999369,0.0001030999,0.00007074849,0.00002558693,0.000006636391,0.00001383623,0.0001324827,0.000001991765,0.0002765819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04098903,"threshold_uncertainty_score":0.08150089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2247743432","doi":"","title":"Genetic potentials of wheat flour RVA pasting characteristics and cluster analysis","year":2001,"lang":"en","type":"article","venue":"Life Science Research","topic":"Technology and Security Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Viscosity; Mathematics; Food science; Wheat flour; Group (periodic table); Veterinary medicine; Chemistry; Materials science; Composite material; Medicine","authors":[{"name":"Tao Li","is_ca":false},{"name":"Xu ChenWu","is_ca":false},{"name":"Zhiqiu Hu","is_ca":false},{"name":"Sun Changsen","is_ca":false},{"name":"Gang Li","is_ca":false},{"name":"Shiliang Gu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05438487106778341,"gpt":0.3503800146716857,"spread":0.2959951436039023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008572486,0.0002804938,0.000314188,0.002082173,0.0005396589,0.0007134094,0.0002264069,0.000224352,0.001027874],"category_scores_gemma":[0.001899046,0.0001477332,0.0004436149,0.00184488,0.0002983874,0.0002098423,0.0003230079,0.0002797142,0.0002493433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955733,"about_ca_system_score_gemma":0.0002488192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477376,"about_ca_topic_score_gemma":0.002827125,"domain_scores_codex":[0.9992648,0.0001639962,0.00006407344,0.0002809116,0.0001177627,0.0001083636],"domain_scores_gemma":[0.9987876,0.0003537795,0.0002383004,0.0001142425,0.000300335,0.0002058921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001786299,0.0002325021,0.6856143,0.0001075867,0.0006535335,0.0004517973,0.00368151,0.003712952,0.249349,0.00105763,0.0003094025,0.0530435],"study_design_scores_gemma":[0.000009252442,0.0001881455,0.9880019,0.000009563139,0.00009200462,0.0003180021,0.0007353347,0.005192302,0.004240198,0.0002995232,0.0008863509,0.00002748127],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987807,0.00002949502,0.0007109388,0.000006513928,0.000001514202,0.000008004616,0.0001451468,0.000007417851,0.0003102482],"genre_scores_gemma":[0.9978787,0.00001953109,0.001314784,0.000002347063,0.000001631843,0.000009567421,0.0004411757,0.000007031891,0.0003252892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003477376,"threshold_uncertainty_score":0.006914258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2351994173","doi":"","title":"Effects of oxyR Regulon, the Bacterial Antioxidant Defense on Escherichia coli's Growth and Reproduction","year":2014,"lang":"en","type":"article","venue":"Life Science Research","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Science North","funders":"","keywords":"Regulon; Mutant; Escherichia coli; Biology; Endogeny; Antioxidant; Microbiology; Bacterial growth; Gene; Biochemistry; Bacteria; Genetics","authors":[{"name":"Xi Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02011676894348785,"gpt":0.2902489157438358,"spread":0.2701321468003479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851392,0.0005341909,0.0003681689,0.0002615985,0.0002097009,0.0003742686,0.0002339428,0.000283727,0.0009427503],"category_scores_gemma":[0.0002906099,0.0001296112,0.0002242555,0.0001879241,0.0002495978,0.0002734199,0.0003052334,0.0004392812,0.0001663838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751697,"about_ca_system_score_gemma":0.000323234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002284657,"about_ca_topic_score_gemma":0.002025586,"domain_scores_codex":[0.9997072,0.00007057428,0.00002453843,0.00004346239,0.0000724522,0.0000818008],"domain_scores_gemma":[0.9996463,0.00006446357,0.00006920213,0.00003344638,0.00006088748,0.0001256312],"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":[0.0006414619,0.0001614713,0.001047753,0.00007514092,0.000009953752,0.00009869762,0.00005717646,0.00005294494,0.9948284,0.00007819867,0.0001042295,0.002844551],"study_design_scores_gemma":[0.00002852299,0.001640774,0.02503578,0.0000192688,0.00003699339,0.0001107239,0.0002133518,0.0008015847,0.9699858,0.0001135779,0.001991568,0.00002207607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964623,0.001278604,0.0003683383,0.0001483566,0.0000363182,0.00001491493,0.0003029178,0.00004093975,0.001347232],"genre_scores_gemma":[0.9963385,0.0005299702,0.000634264,0.0001082669,0.00001012273,0.00002296827,0.0003130584,0.00001609808,0.00202674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002284657,"threshold_uncertainty_score":0.004542708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}