{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"35a50b01becc","filters":{"venue":"Advancements in Life Sciences"}},"results":[{"id":"W3196331341","doi":"10.62940/als.v8i3.1183","title":"Reconnoitering Mycobacterium tuberculosis lipoproteins to design subunit vaccine by immunoinformatics approach","year":2021,"lang":"en","type":"article","venue":"Advancements in Life Sciences","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Huazhong Agricultural University; York University","keywords":"Mycobacterium tuberculosis; Microbiology; Virology; Biology; Tuberculosis; Medicine; Pathology","authors":[{"name":"Muhammad Ahsan Naeem","is_ca":false},{"name":"Muhammad Muzammal Adeel","is_ca":false},{"name":"Ayesha Kanwal","is_ca":false},{"name":"Sajjad Ahmad","is_ca":false},{"name":"Waqas Ahmad","is_ca":false},{"name":"Asif Saleh","is_ca":false},{"name":"Waqas Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02178945851362796,"gpt":0.2624032639343276,"spread":0.2406138054206996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005990979,0.00021628,0.0002243048,0.0000843357,0.0002481748,0.0001470742,0.00043813,0.00007847077,0.00006078467],"category_scores_gemma":[0.0002238829,0.000199203,0.00005175919,0.0005847238,0.00003954494,0.0000782323,0.0003431464,0.00009788362,0.00001732583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002823754,"about_ca_system_score_gemma":0.0001224214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001724856,"about_ca_topic_score_gemma":0.000007708572,"domain_scores_codex":[0.9983565,0.0000551446,0.0005437019,0.0003491189,0.0002410234,0.0004545363],"domain_scores_gemma":[0.9992486,0.00001554466,0.0001289747,0.0004054586,0.00008605932,0.0001153517],"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":[0.0003017174,0.0008281618,0.009848624,0.0003978803,0.0002413635,0.000004098773,0.001624273,0.0289042,0.8983375,0.0002100079,0.01139309,0.04790911],"study_design_scores_gemma":[0.003975337,0.002294646,0.004612353,0.0002958261,0.00005535733,0.00009159357,0.009726769,0.01934739,0.7567482,0.0003051521,0.2003808,0.002166548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020612,0.002825483,0.08751586,0.0004304961,0.0004094512,0.0007167739,0.0000371704,0.00002414009,0.005979439],"genre_scores_gemma":[0.7198601,0.003220527,0.2708703,0.003150645,0.0001929226,0.0003044876,0.0004377355,0.00004955027,0.001913662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889877,"threshold_uncertainty_score":0.8123263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413179570","doi":"10.62940/als.v9i1.1145","title":"A study on serological detection of Hepatitis A virus with associated risk factors in young kids","year":2022,"lang":"en","type":"article","venue":"Advancements in Life Sciences","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Serology; Virology; Hepatitis a virus; Medicine; Virus; Immunology; Antibody","authors":[{"name":"Rana Haider Ali","is_ca":false},{"name":"Suleman Irfan","is_ca":false},{"name":"Fatima Noor","is_ca":false},{"name":"Ramla Zafar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05878907516628333,"gpt":0.348090351326244,"spread":0.2893012761599607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106705,0.0001097747,0.0003775109,0.0001625438,0.0002320673,0.000002533649,0.0001128323,0.00002598165,0.00005470089],"category_scores_gemma":[0.001128064,0.00007776185,0.00002650021,0.0008816131,0.0001863222,0.00007801397,0.0001009888,0.0002558809,0.000001208635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192806,"about_ca_system_score_gemma":0.00005213889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03010327,"about_ca_topic_score_gemma":0.06858406,"domain_scores_codex":[0.9981799,0.0003941258,0.0003742616,0.0003339493,0.0004310834,0.0002867536],"domain_scores_gemma":[0.9993857,0.0002292605,0.0002071373,0.0001075957,0.00002415851,0.00004617765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738356,0.0007989386,0.9947077,0.000002320733,0.00002984905,0.00001731021,0.001088224,0.0027085,0.0001619061,0.00001015485,0.000006859363,0.0002944054],"study_design_scores_gemma":[0.001330897,0.01028605,0.9838774,0.00001943513,0.0000159443,0.000001124011,0.003771629,0.0004281598,0.00008015384,0.00006321782,0.00004838215,0.00007761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987145,0.00005557397,0.00004177561,0.00006187073,0.0002199347,0.0004663342,0.00002197537,0.00001446708,0.0004035333],"genre_scores_gemma":[0.9989073,0.0006044088,0.00007424263,0.0002579147,0.00001000243,0.0001254326,0.000002681318,0.000004655407,0.00001333555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0384808,"threshold_uncertainty_score":0.9763554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413181794","doi":"10.62940/als.v9i4.1461","title":"Prevalence of Black Quarter in Association with Patho-Morphological Alterations in Affected Tissues at Different Zones of Punjab-Pakistan","year":2023,"lang":"en","type":"article","venue":"Advancements in Life Sciences","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","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":"","keywords":"Quarter (Canadian coin); Association (psychology); Biology; Veterinary medicine; Demography; Medicine; Geography; Psychology; Archaeology","authors":[{"name":"Asif Idrees","is_ca":false},{"name":"Z. I. Chaudhary","is_ca":false},{"name":"Muhammad Younus","is_ca":false},{"name":"Aftab Ahmad Anjum","is_ca":false},{"name":"Muhammad Ahsan Naeem","is_ca":false},{"name":"Muhammad Muneeb Rauf","is_ca":false},{"name":"Waqas Ahmad","is_ca":false},{"name":"Amanullah Khan","is_ca":false},{"name":"Qamar-un Nisa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01914491475448982,"gpt":0.3379624202735654,"spread":0.3188175055190756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004781434,0.00009331069,0.0001645009,0.0001798663,0.00002999112,0.000009518755,0.000206615,0.00006168165,0.00003273287],"category_scores_gemma":[0.0002661067,0.00007360733,0.00001827715,0.0006133887,0.0002199161,0.00002157866,0.00009885841,0.0000642362,0.000004296317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006590466,"about_ca_system_score_gemma":0.00004044843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003331051,"about_ca_topic_score_gemma":0.0006441518,"domain_scores_codex":[0.9985998,0.0001609598,0.0003181166,0.0003149876,0.000337671,0.0002684348],"domain_scores_gemma":[0.9995565,0.00008135479,0.0001377014,0.0001410979,0.00005046379,0.00003286065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006168632,0.0001113734,0.7187248,0.00003946677,0.000003631419,0.000003326899,0.0001903742,0.0005862064,0.2801771,0.00001122481,0.00002574286,0.00006511781],"study_design_scores_gemma":[0.0005331279,0.0006288688,0.9113638,0.00008142235,0.000002225843,5.984614e-7,0.0002558681,0.0003876,0.08660217,0.00003943537,0.00001994583,0.00008487707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992214,0.0001109909,0.00004528151,0.000109169,0.00004187629,0.0002656558,0.00003111839,0.000004039815,0.0001704162],"genre_scores_gemma":[0.9990041,0.0003134431,0.0003394748,0.0000164929,0.00001154093,0.00003324028,0.00003902665,0.000003847204,0.00023882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1935749,"threshold_uncertainty_score":0.300162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413182194","doi":"10.62940/als.v8i4.1202","title":"Wavelet-based Statistical and Mathematical Analysis of Spread of COVID-19","year":2021,"lang":"en","type":"article","venue":"Advancements in Life Sciences","topic":"Image and Signal Denoising Methods","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":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Wavelet; Statistical analysis; Virology; Statistics; Computer science; Artificial intelligence; Mathematics; Biology; Medicine; Infectious disease (medical specialty)","authors":[{"name":"Samreen Fatima","is_ca":false},{"name":"Mehwish Shafi Khan","is_ca":false},{"name":"Yumna Sajid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04959889431783918,"gpt":0.3849139657518889,"spread":0.3353150714340497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296972,0.00007613581,0.0003143669,0.0002339447,0.00005993021,0.0000296213,0.0003815689,0.00002200887,0.00008688917],"category_scores_gemma":[0.001834639,0.00006431155,0.00003842229,0.002070512,0.0004664253,0.000247954,0.0001398031,0.00004630239,9.335768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001774818,"about_ca_system_score_gemma":0.0003707026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000234917,"about_ca_topic_score_gemma":0.00001020435,"domain_scores_codex":[0.9984431,0.0002070819,0.0003808592,0.0003378745,0.0004505349,0.0001805851],"domain_scores_gemma":[0.9983741,0.001064841,0.0001227012,0.0002523178,0.00006913905,0.0001168674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007861289,0.001235347,0.05212082,0.0006456301,0.0003527121,0.0001964542,0.002774707,0.01993792,0.01710818,0.7829651,0.0001940404,0.1223904],"study_design_scores_gemma":[0.001607539,0.0003383181,0.01547169,0.00009791108,0.0001784066,0.000005685847,0.0004447768,0.8492346,0.02063923,0.1112256,0.0004265777,0.0003296526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02383357,0.0002535618,0.974831,0.0003999803,0.00005414217,0.00004819504,0.00001045205,0.000007592122,0.0005615024],"genre_scores_gemma":[0.3536029,0.00002054617,0.6458296,0.0005168698,0.000003084916,0.000002481221,0.000001722404,0.000001298576,0.00002151314],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8292967,"threshold_uncertainty_score":0.2622549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}