{"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":"ae2680f5e374","filters":{"venue":"Research in Biotechnology"}},"results":[{"id":"W2119850862","doi":"","title":"Targeting strategies and nanocarriers in vaccines and therapeutics","year":2011,"lang":"en","type":"article","venue":"Research in Biotechnology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nanocarriers; Drug; Site of action; Computational biology; Pharmacodynamics; Action (physics); Antigen; Drug action; Cross-presentation; Antigen presentation; Medicine; Biology; Pharmacology; Pharmacokinetics; Immunology; Immune system; T cell","authors":[{"name":"Saifur R. Khan","is_ca":true},{"name":"Advaita Ganguly","is_ca":true},{"name":"Ravindra B. Malabadi","is_ca":true},{"name":"Hoon H. Sunwoo","is_ca":true},{"name":"Archana Parashar","is_ca":false},{"name":"Jaime A. Teixeira da Silva","is_ca":false},{"name":"Mavanur R. Suresh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0692008835833884,"gpt":0.3334038217848225,"spread":0.2642029382014341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006676799,0.0005766348,0.0006603417,0.000684411,0.0003881773,0.001057268,0.0004863374,0.001470219,0.001413206],"category_scores_gemma":[0.0003541616,0.0003468488,0.0002894557,0.0005067837,0.0008343732,0.00172393,0.0006996748,0.001205159,0.001494544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008709564,"about_ca_system_score_gemma":0.0003564201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003974038,"about_ca_topic_score_gemma":0.0003862224,"domain_scores_codex":[0.9996111,0.0001075938,0.00002443508,0.00008259111,0.0001269,0.00004746034],"domain_scores_gemma":[0.9999086,0.00003741886,0.00001772062,0.000008074951,0.00001789085,0.00001024665],"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":[0.0001571141,0.0002200991,0.0002434357,0.002982467,0.00004066101,0.0006428091,0.0004740017,0.004615007,0.4826189,0.1531827,0.006919235,0.3479035],"study_design_scores_gemma":[0.00004338844,0.0008079089,0.0004016246,0.0006498287,0.00005678456,0.00162955,0.0002102048,0.004413494,0.3298647,0.05597528,0.6058804,0.00006696225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04078292,0.7971407,0.1170903,0.006721289,0.001433998,0.0002107334,0.00008923218,0.0002956606,0.03623509],"genre_scores_gemma":[0.251156,0.6188223,0.09803584,0.004252795,0.001071933,0.0004139494,0.000148713,0.0001242501,0.02597417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001470219,"threshold_uncertainty_score":0.006319284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184374892","doi":"","title":"Dengue Diagnostics: Current Scenario","year":2013,"lang":"en","type":"article","venue":"Research in Biotechnology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Dengue fever; Outbreak; Intensive care medicine; Medicine; Disease monitoring; Disease; Risk analysis (engineering); Virology; Pathology","authors":[{"name":"Advaita Ganguly","is_ca":true},{"name":"Ravindra B. Malabadi","is_ca":true},{"name":"Raimer Loebenberg","is_ca":true},{"name":"Mavanur R. Suresh","is_ca":true},{"name":"Hoon H. Sunwoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0763986911171029,"gpt":0.4161012621037787,"spread":0.3397025709866758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00918197,0.001330638,0.001269409,0.001924265,0.001020483,0.005187242,0.002286744,0.007017366,0.03050885],"category_scores_gemma":[0.007476475,0.0004051651,0.000904823,0.001472217,0.002022796,0.009227017,0.002619418,0.00586406,0.01260953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631814,"about_ca_system_score_gemma":0.004467756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472061,"about_ca_topic_score_gemma":0.001891494,"domain_scores_codex":[0.9973775,0.0006611645,0.0002915065,0.000452056,0.0009322962,0.0002854621],"domain_scores_gemma":[0.9918242,0.002035227,0.0005445359,0.0002970062,0.003302725,0.001996175],"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":[0.0002773214,0.0001642875,0.001712396,0.003269881,0.00004940106,0.0005100304,0.0001272183,0.0003906587,0.001771248,0.03099063,0.3156458,0.6450911],"study_design_scores_gemma":[0.00002469622,0.000168808,0.001010868,0.002341653,0.00004175947,0.001715283,0.0004227385,0.0004032841,0.000344701,0.01900437,0.9744844,0.00003751128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001538148,0.7118105,0.00707558,0.2358957,0.01147512,0.00008196326,0.000536708,0.0004128387,0.03117337],"genre_scores_gemma":[0.01664178,0.8725429,0.01315812,0.06064126,0.01975108,0.0001386604,0.0009341018,0.00008188154,0.01611023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03050885,"threshold_uncertainty_score":0.1020623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163670527","doi":"","title":"Detection of Glutathione S-Transferase gene (GST2, GST3 ) during induction of somatic embryogenesis in grape ( Vitis vinifera L.)","year":2013,"lang":"en","type":"article","venue":"Research in Biotechnology","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Somatic embryogenesis; Glutathione S-transferase; Biology; Glutathione; Somatic cell; Embryogenesis; Gene; Embryo; Xenobiotic; Vitis vinifera; Enzyme; Biochemistry; Botany; Genetics","authors":[{"name":"Ravindra B. Malabadi","is_ca":true},{"name":"Raju K. Chalannavar","is_ca":false},{"name":"Neelambika T. Meti","is_ca":false},{"name":"Gangadhar S. Mulgund","is_ca":false},{"name":"Karaba N. Nataraja","is_ca":false},{"name":"Sanjeev Kumar","is_ca":false},{"name":"Venugopala K. Narayanaswamy","is_ca":false},{"name":"Bharti Odhav","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0230559940728068,"gpt":0.2851905603457405,"spread":0.2621345662729337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001025817,0.0002258223,0.000199395,0.0002578972,0.0001563512,0.0001998272,0.00008864621,0.0002566526,0.0005308036],"category_scores_gemma":[0.00009737301,0.0001587205,0.0002654987,0.0001836297,0.0001613968,0.0001142991,0.0001571131,0.0004416994,0.0002555577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002336858,"about_ca_system_score_gemma":0.0001525602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125243,"about_ca_topic_score_gemma":0.001712583,"domain_scores_codex":[0.9999161,0.000009148862,0.000005752708,0.00003385174,0.00001948237,0.00001577778],"domain_scores_gemma":[0.9999117,0.00002052573,0.00001616855,0.000007798492,0.00001692095,0.0000268528],"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":[0.00001566215,0.000002700797,0.0003097646,0.000008170135,0.000001512285,0.00001812129,0.0000187247,0.000005200589,0.9994383,0.00001036044,0.000005721488,0.0001656777],"study_design_scores_gemma":[0.000008408951,0.0002995969,0.1004287,0.000007726753,0.00003250476,0.0003698163,0.0001499187,0.0005315506,0.8963641,0.0000685215,0.00173032,0.000008942588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938928,0.0006819607,0.003109428,0.00005115955,0.00003239468,0.00002978662,0.0007540095,0.00006692371,0.001381623],"genre_scores_gemma":[0.9889228,0.0005424182,0.003092957,0.0001208551,0.00001059619,0.00004878501,0.002099455,0.00003420638,0.005127957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00125243,"threshold_uncertainty_score":0.002490222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2200470956","doi":"","title":"Molecular analysis of Candidate genes at the 22q region in Schizophrenia subjects","year":2012,"lang":"en","type":"article","venue":"Research in Biotechnology","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"DiGeorge syndrome; Schizophrenia (object-oriented programming); Copy-number variation; Genetics; Gene; Candidate gene; Biology; Phenotype; Chromosome; Allele; Medicine; Psychiatry; Genome","authors":[{"name":"Kiran Kumar Halagur Bhoge Gowda","is_ca":false},{"name":"Jay Rao","is_ca":true},{"name":"Richard O’Reilly","is_ca":true},{"name":"Shiva M. Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03835311694182666,"gpt":0.359939346912163,"spread":0.3215862299703364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731836,0.0004322403,0.0002312622,0.001342712,0.000301891,0.0002808258,0.0001740753,0.0003748655,0.002203758],"category_scores_gemma":[0.0005931988,0.0001803935,0.0002326254,0.0005435529,0.0002383516,0.0001026252,0.0002426117,0.0001507399,0.0002407585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188973,"about_ca_system_score_gemma":0.0001941272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257848,"about_ca_topic_score_gemma":0.002075716,"domain_scores_codex":[0.9998636,0.0000255866,0.00001540772,0.0000418553,0.00002714081,0.00002640294],"domain_scores_gemma":[0.9998004,0.00005898416,0.00007149387,0.00001012334,0.00001373926,0.00004528783],"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":[0.001667848,0.0001193342,0.749184,0.00006596414,0.0001735138,0.006280791,0.0008596699,0.0003808169,0.2288764,0.0002668395,0.0001552651,0.01196959],"study_design_scores_gemma":[0.00004712416,0.0004278986,0.9865435,0.00001157979,0.00009097828,0.004729707,0.0003678618,0.0004614186,0.006712996,0.0001514558,0.0004429779,0.00001246643],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996924,0.00008005611,0.00006207295,0.00001032525,0.000001117325,0.00000323411,0.00007363469,0.000002713328,0.00007450609],"genre_scores_gemma":[0.9993993,0.00006957462,0.0001630131,0.000008745669,0.000001859427,0.000005860868,0.000153958,0.000002213427,0.0001953478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257848,"threshold_uncertainty_score":0.00737232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}