{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":16,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":16,"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":"5170a1eb9813","filters":{"venue":"The Microbe"}},"results":[{"id":"W4411923949","doi":"10.1016/j.microb.2025.100438","title":"Arbuscular mycorrhizal fungi and their role in plant disease control: A state-of-the-art","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Arbuscular mycorrhizal fungi; Arbuscular mycorrhizal; Mycorrhizal fungi; State (computer science); Biology; Symbiosis; Botany; Agroforestry; Geography; Horticulture; Computer science; Bacteria; Paleontology; Inoculation; Programming language","authors":[{"name":"Abdelaaziz Farhaoui","is_ca":false},{"name":"Mohammed Taoussi","is_ca":false},{"name":"Salah‐Eddine Laasli","is_ca":false},{"name":"Ikram Legrifi","is_ca":false},{"name":"Nizar El Mazouni","is_ca":false},{"name":"Abdelilah Meddich","is_ca":false},{"name":"Mohamed Hijri","is_ca":true},{"name":"Rachid Lahlali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003366121679723089,"gpt":0.1681728255137555,"spread":0.1648067038340324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00139527,0.0009031977,0.001575463,0.001516947,0.0005582838,0.003188458,0.0007799199,0.00149044,0.004258686],"category_scores_gemma":[0.001104686,0.0004438262,0.0008626892,0.001591657,0.0008257708,0.002915968,0.000987983,0.00154623,0.001811675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007038343,"about_ca_system_score_gemma":0.002202836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512431,"about_ca_topic_score_gemma":0.001996069,"domain_scores_codex":[0.9994765,0.00006361546,0.00006835098,0.0001369966,0.0001786774,0.00007583475],"domain_scores_gemma":[0.9984294,0.0008465707,0.0002011176,0.00006755858,0.0003582547,0.00009711221],"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":[0.0001821921,0.0001005718,0.001537926,0.02168216,0.0001430245,0.000340721,0.0003130456,0.0009147295,0.02303278,0.006386165,0.008422215,0.9369445],"study_design_scores_gemma":[0.00001557437,0.0003836549,0.005216801,0.005972523,0.0004292853,0.001252366,0.0004426032,0.000995803,0.01000195,0.006490947,0.9687006,0.00009782347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00190918,0.9932104,0.001245859,0.0007386351,0.0002731475,0.00001327617,0.0000822002,0.00003237735,0.002494961],"genre_scores_gemma":[0.009226214,0.9875354,0.001394173,0.0003405578,0.0003649115,0.00001544516,0.0001777241,0.000007199344,0.000938447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004258686,"threshold_uncertainty_score":0.01424676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411165911","doi":"10.1016/j.microb.2025.100418","title":"In vitro screening for potential probiotic properties of Pediococcus pentosaceus strains isolated from fermented Bambara groundnut (Vigna subterranea L.) grains: A legume native to West Africa","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Vigna; Legume; Fermentation; Probiotic; Biology; Food science; Agronomy; Bacteria","authors":[{"name":"Amidou S. Ouili","is_ca":false},{"name":"Assiètta Ouattara","is_ca":false},{"name":"Iliassou Mogmenga","is_ca":false},{"name":"Cheik Omar Tidiane Compaoré","is_ca":false},{"name":"Ynoussa Maïga","is_ca":false},{"name":"Mahamadi Nikièma","is_ca":false},{"name":"Aboubakar S. Ouattara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02957226032900266,"gpt":0.2267987191096955,"spread":0.1972264587806928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003532584,0.0008374287,0.0006425153,0.000428435,0.0002150277,0.0005724052,0.0002891893,0.0003549967,0.0004809304],"category_scores_gemma":[0.0004270707,0.0002143772,0.0004883892,0.0007639418,0.0001320578,0.000290382,0.0005147409,0.0004408743,0.0002146694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009040858,"about_ca_system_score_gemma":0.0002531605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420362,"about_ca_topic_score_gemma":0.001819586,"domain_scores_codex":[0.9994699,0.0001355223,0.0001029183,0.00007025492,0.0001529017,0.00006845286],"domain_scores_gemma":[0.9997351,0.00007411749,0.00006192287,0.00001892172,0.00008083716,0.00002911359],"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":[0.0001686802,0.0002497693,0.00177561,0.0001419479,0.00002342579,0.0001136439,0.0000835526,0.0001169615,0.994882,0.00001427829,0.0000235317,0.002406664],"study_design_scores_gemma":[0.00002816464,0.006835125,0.04732555,0.00006994663,0.0002257115,0.0005915451,0.0003957433,0.0007441925,0.9415348,0.00003851938,0.002187738,0.00002298527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962747,0.001532712,0.0006905274,0.00005683643,0.00002593624,0.00006876795,0.0005040267,0.000008385733,0.0008380816],"genre_scores_gemma":[0.9862378,0.002548957,0.006765744,0.00009152768,0.0000292837,0.0001188904,0.002292538,0.00001526008,0.001900045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001420362,"threshold_uncertainty_score":0.002824247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410014280","doi":"10.1016/j.microb.2025.100368","title":"Integrative research: Current trends and considerations for biomarker discovery and precision medicine","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Precision medicine; Biomarker discovery; Data science; Current (fluid); Biomarker; Medicine; Medical physics; Computer science; Biology; Engineering; Pathology; Proteomics","authors":[{"name":"Jessica Cockburn","is_ca":true},{"name":"Vanitha Mariappan","is_ca":false},{"name":"Mun Fai Loke","is_ca":false},{"name":"Anis Rageh Al‐Maleki","is_ca":false},{"name":"Muttiah Barathan","is_ca":false},{"name":"Kumutha Malar Vellasamy","is_ca":false},{"name":"Jamuna Vadivelu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05648689499976171,"gpt":0.3801002445347357,"spread":0.3236133495349739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0594683,0.002066707,0.003296044,0.004855191,0.002603609,0.01540981,0.004996791,0.012409,0.0117506],"category_scores_gemma":[0.03624035,0.000986888,0.002170942,0.005551007,0.02528453,0.02881341,0.008044557,0.01814556,0.004538835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009315411,"about_ca_system_score_gemma":0.01610392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281328,"about_ca_topic_score_gemma":0.002529486,"domain_scores_codex":[0.9763075,0.0144001,0.001415907,0.002009357,0.004967519,0.0008995593],"domain_scores_gemma":[0.9098012,0.07028507,0.002051192,0.004707621,0.009108186,0.004046702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000163074,0.0001255955,0.0008717801,0.005545093,0.0001447662,0.0002546036,0.00108834,0.000821194,0.0005897077,0.6002407,0.09054022,0.299615],"study_design_scores_gemma":[0.00004184892,0.0001113528,0.0005681629,0.005259083,0.00006307788,0.0006561877,0.0009330506,0.0008952986,0.0002134915,0.4849373,0.5062436,0.00007751797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003780805,0.7482717,0.0239201,0.2127202,0.005082143,0.00006352406,0.00009293952,0.000176452,0.009294841],"genre_scores_gemma":[0.01487079,0.8545183,0.04441286,0.0621369,0.02049477,0.000371519,0.0002476356,0.0001835324,0.002763745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0594683,"threshold_uncertainty_score":0.3145022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412431010","doi":"10.1016/j.microb.2025.100448","title":"“Bleu VS Yellow”: Marennine and extracellular polysaccharides for potential application in cosmetic and pharmaceutical applications","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Bee Products Chemical Analysis","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Rimouski","funders":"Fonds de recherche du Québec – Nature et technologies; Mitacs; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Polysaccharide; BLEU; Extracellular; Extracellular polysaccharide; Chemistry; Traditional medicine; Computer science; Medicine; Artificial intelligence; Biochemistry","authors":[{"name":"Mariame Chehouri","is_ca":true},{"name":"Elodie Pédron","is_ca":true},{"name":"Bertrand Génard","is_ca":true},{"name":"Kim Doiron","is_ca":true},{"name":"Samuel Fortin","is_ca":true},{"name":"William Bélanger","is_ca":true},{"name":"Jean‐Sébastien Deschênes","is_ca":true},{"name":"Réjean Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007744516518547309,"gpt":0.2344585052841911,"spread":0.2267139887656438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001315451,0.0003951062,0.0001727922,0.0004411589,0.0001599876,0.0004646351,0.00007786071,0.0003173629,0.001116363],"category_scores_gemma":[0.0001487651,0.0001115809,0.0002570807,0.0002446752,0.0001583498,0.0003928102,0.0002683697,0.0004435946,0.0001733497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273477,"about_ca_system_score_gemma":0.0001236683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333184,"about_ca_topic_score_gemma":0.0006843298,"domain_scores_codex":[0.9999379,0.00001229747,0.000003210998,0.00001339703,0.00002187743,0.00001129946],"domain_scores_gemma":[0.999933,0.00001211683,0.00002230645,0.000003984536,0.00001234389,0.00001616374],"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":[0.00008253095,0.00002644268,0.0005041382,0.0001604385,0.00001268871,0.00008826002,0.00001965557,0.0000909166,0.9890709,0.0001469576,0.00006319641,0.009733927],"study_design_scores_gemma":[0.00001449266,0.0005579065,0.02783142,0.0001183013,0.0000658147,0.0005927946,0.0001531344,0.0009898654,0.9527796,0.0003188711,0.01655697,0.00002086748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719981,0.01383781,0.008691858,0.0003789872,0.00009386936,0.00007185802,0.0005970622,0.00009278469,0.004237618],"genre_scores_gemma":[0.9837967,0.004072368,0.007459296,0.0002576265,0.00002906605,0.00002952287,0.0003548476,0.00002181535,0.003978745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001116363,"threshold_uncertainty_score":0.003734589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405433756","doi":"10.1016/j.microb.2024.100225","title":"Ticks as a potential vector for spotted fever group Rickettsiae (SFGR): An epidemiological study from Wayanad district, South India","year":2024,"lang":"en","type":"article","venue":"The Microbe","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASTER","funders":"","keywords":"Spotted fever; Vector (molecular biology); Epidemiology; Veterinary medicine; Virology; Biology; Rickettsia; Medicine; Pathology; Virus","authors":[{"name":"M Swathy Viswanath","is_ca":false},{"name":"Rouchelle Charmaine Tellis","is_ca":false},{"name":"Vipin Viswanath","is_ca":true},{"name":"Sohanlal Thiruvoth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01628412351835347,"gpt":0.2672937174125015,"spread":0.251009593894148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002633792,0.0004122097,0.0002530917,0.001919064,0.0009628242,0.001105533,0.0007096271,0.0004427464,0.001006448],"category_scores_gemma":[0.0004162516,0.0005469775,0.000405793,0.001886265,0.0007795194,0.0004449774,0.0008588543,0.0004279359,0.0003089657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289677,"about_ca_system_score_gemma":0.000908048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02757192,"about_ca_topic_score_gemma":0.03874347,"domain_scores_codex":[0.9996401,0.00006636556,0.00004280129,0.00006485281,0.00007894149,0.0001070483],"domain_scores_gemma":[0.9994745,0.00009705972,0.0001505451,0.00004555027,0.00007981143,0.0001524625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005843394,0.0001282987,0.9851137,0.0001097969,0.00004614907,0.002085163,0.004152681,0.0000757763,0.003932513,0.00005530567,0.0001929108,0.004049194],"study_design_scores_gemma":[0.000005906479,0.0001465213,0.9913908,0.00001967028,0.00003110912,0.003451606,0.004149731,0.00008916106,0.0002142002,0.00001411126,0.000475255,0.00001185064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999234,0.00008326273,0.00005603964,0.00003713087,0.000002404709,0.00002424232,0.0001128432,0.000004911159,0.0004452601],"genre_scores_gemma":[0.9989229,0.0002902375,0.0001747909,0.00005538219,0.000006710835,0.00002143943,0.0002486156,0.000002000342,0.0002779749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02757192,"threshold_uncertainty_score":0.05482286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413289215","doi":"10.1016/j.microb.2025.100509","title":"Breaking Staphylococcus aureus biofilms with the antimicrobial lipopeptide humimycin and its synthetic analogs","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Lipopeptide; Staphylococcus aureus; Antimicrobial; Microbiology; Biofilm; Biology; Chemistry; Bacteria","authors":[{"name":"Md Ramim Tanver Rahman","is_ca":true},{"name":"Florence Henley","is_ca":true},{"name":"Ismaı̈l Fliss","is_ca":true},{"name":"Éric Biron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004936471392634948,"gpt":0.2107040150499165,"spread":0.2057675436572816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009904982,0.0002660557,0.0001500801,0.0001421353,0.00007097513,0.0001603271,0.0001653728,0.0002496751,0.0004422942],"category_scores_gemma":[0.000148334,0.00008065993,0.0001416562,0.0001076271,0.0001273807,0.0002133714,0.0002289994,0.0004412117,0.0001567616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269287,"about_ca_system_score_gemma":0.0001292594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387561,"about_ca_topic_score_gemma":0.0002327814,"domain_scores_codex":[0.9999377,0.00001480646,0.000006970945,0.000009871739,0.00001873516,0.00001203126],"domain_scores_gemma":[0.999928,0.00001135251,0.00003068014,0.000005466508,0.000009169393,0.00001539165],"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":[0.00008550737,0.00002390967,0.00006108064,0.00007928982,0.000003882391,0.00005244377,0.000009272585,0.0003625999,0.9956201,0.00007628479,0.00003010903,0.003595605],"study_design_scores_gemma":[0.00002510005,0.00120905,0.0008236577,0.00001650578,0.00001140663,0.0002247845,0.00003026322,0.000990221,0.9929309,0.00007822524,0.003652971,0.000006926768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863386,0.007717087,0.004300083,0.0001375118,0.00004468772,0.00004773507,0.0001658619,0.00003068622,0.001217736],"genre_scores_gemma":[0.989674,0.003721782,0.005481774,0.0001061277,0.00001987064,0.00003916034,0.0001702302,0.000008850333,0.0007783017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004422942,"threshold_uncertainty_score":0.001479626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413288704","doi":"10.1016/j.microb.2025.100508","title":"Time and concentration-dependent interaction of Pseudomonas aeruginosa with steel surfaces – A new incipient pattern emerges","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Pseudomonas aeruginosa; Chemistry; Materials science; Microbiology; Biology; Bacteria; Genetics","authors":[{"name":"Brian De La Franier","is_ca":false},{"name":"Michael Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00565674171216742,"gpt":0.220362438141107,"spread":0.2147056964289396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001674482,0.0002755441,0.0003877198,0.0003531508,0.0001809734,0.0004022422,0.0002752439,0.0004592442,0.0007510773],"category_scores_gemma":[0.000341673,0.0002756234,0.0003029656,0.0002692424,0.0002758456,0.0002826845,0.0002581875,0.0004767478,0.0002416239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207921,"about_ca_system_score_gemma":0.0001409192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007998534,"about_ca_topic_score_gemma":0.001000917,"domain_scores_codex":[0.9997055,0.00004174782,0.00001459755,0.00005773856,0.0001416095,0.00003887408],"domain_scores_gemma":[0.9997067,0.00009351646,0.00005582872,0.00003935619,0.00007680382,0.00002786296],"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":[0.00002948537,0.00001026131,0.0001605513,0.00002985021,0.000003119756,0.00004230402,0.00004038591,0.00004171501,0.9985607,0.00004082135,0.00001521129,0.001025515],"study_design_scores_gemma":[0.0000066629,0.0005007539,0.01301227,0.000008009712,0.00001499461,0.0002801973,0.00007936334,0.002435106,0.9822243,0.0001245418,0.001295414,0.00001843877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862335,0.00154508,0.008687382,0.0001699543,0.00003374488,0.00005470793,0.0002853341,0.00008770845,0.002902641],"genre_scores_gemma":[0.9915194,0.0005818208,0.004609045,0.00007221143,0.00001867268,0.0000369412,0.0001879335,0.00001801635,0.002956055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007998534,"threshold_uncertainty_score":0.002512634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409151563","doi":"10.1016/j.microb.2025.100325","title":"Clinical profiles and hematologic patterns in Bangladesh's 2019 dengue outbreak","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"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":"Bangladesh Bureau of Educational Information and Statistics; Shahjalal University of Science and Technology","keywords":"Dengue fever; Outbreak; Virology; Medicine; Geography","authors":[{"name":"Saeed Anwar","is_ca":true},{"name":"Rahatul Islam","is_ca":false},{"name":"Yusha Araf","is_ca":false},{"name":"Jarin Taslem Mourosi","is_ca":false},{"name":"Mohammad Jakir Hosen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01219468960874762,"gpt":0.3108294469589096,"spread":0.2986347573501619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003660169,0.00022309,0.0002746497,0.001009136,0.0004180679,0.0005091698,0.0002061805,0.0002260493,0.00106909],"category_scores_gemma":[0.00123654,0.0001783208,0.0001793504,0.001554327,0.000284788,0.0003266518,0.0004637006,0.0002314705,0.0002664228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007297474,"about_ca_system_score_gemma":0.0003727615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620346,"about_ca_topic_score_gemma":0.01867398,"domain_scores_codex":[0.9995709,0.00008734022,0.0001117675,0.00006390637,0.00007390355,0.00009214661],"domain_scores_gemma":[0.9993861,0.0000566696,0.0003086285,0.00002250724,0.00012788,0.00009816574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006201085,0.00001078597,0.9968967,0.00001620407,0.000009871394,0.0003734663,0.0002591646,0.00003468695,0.0006917591,0.00001334269,0.0001613435,0.00147048],"study_design_scores_gemma":[0.000002424705,0.00005610888,0.9967734,0.0000178321,0.000005595954,0.0008883363,0.00159833,0.0000492806,0.0001130005,0.00001739502,0.0004722078,0.000006111387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972579,0.000322745,0.00006230338,0.00007437371,0.000003506784,0.0000284187,0.001146402,0.000004548627,0.001099775],"genre_scores_gemma":[0.9984297,0.0004020058,0.00006283165,0.00004096015,0.000004088559,0.00001616036,0.0009084565,0.000001595092,0.0001341764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620346,"threshold_uncertainty_score":0.03221828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400572285","doi":"10.1016/j.microb.2024.100125","title":"Deletion of HindIIR and HindIIIR improves DNA transfer via electroporation to Haemophilus influenzae Rd","year":2024,"lang":"en","type":"article","venue":"The Microbe","topic":"RNA and protein synthesis mechanisms","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":"Western University","funders":"","keywords":"Electroporation; Haemophilus influenzae; Plasmid; Biology; Transformation (genetics); Microbiology; DNA; Genetics; Computational biology; Antibiotics; Gene","authors":[{"name":"Samir Hamadache","is_ca":true},{"name":"Yu Kang Huang","is_ca":true},{"name":"Adam Shedeed","is_ca":true},{"name":"Aqil Syed","is_ca":true},{"name":"Bogumil J. Karas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005930394439501971,"gpt":0.2216246754566103,"spread":0.2156942810171083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004072838,0.000475516,0.0003683044,0.0002889969,0.0001475667,0.0003291178,0.0005146398,0.000347774,0.00122404],"category_scores_gemma":[0.0004072078,0.0002644458,0.000375741,0.0002619105,0.0002464828,0.0002307017,0.0004492091,0.0008404311,0.001116034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843336,"about_ca_system_score_gemma":0.0002675588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007541375,"about_ca_topic_score_gemma":0.0007945517,"domain_scores_codex":[0.9995918,0.00009454957,0.00007979918,0.00008422849,0.0001011072,0.00004860626],"domain_scores_gemma":[0.9997062,0.00006370756,0.00008363897,0.00006549539,0.00003243664,0.00004851915],"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":[0.00001841837,0.00001460167,0.00004180439,0.00002311057,0.000001775002,0.00002683845,0.000008967123,0.00002172335,0.9990276,0.00004361377,0.00001969732,0.0007518061],"study_design_scores_gemma":[0.000003572489,0.00007663397,0.0007576315,0.000005849979,0.000008453835,0.0001526866,0.00001116963,0.0003565321,0.9954365,0.00001721401,0.003169453,0.000004345673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281442,0.001512377,0.06301904,0.0003148513,0.0001333907,0.0003234565,0.001481034,0.0009376448,0.004134112],"genre_scores_gemma":[0.9058961,0.001688591,0.07347576,0.0001645412,0.00001969876,0.0001518869,0.005010974,0.00049125,0.01310128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00122404,"threshold_uncertainty_score":0.004094839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412713692","doi":"10.1016/j.microb.2025.100463","title":"Disruption of aprF result in alkaline protease secretion-deficiency in Pseudomonas aeruginosa clinical isolates that enhances host inflammatory responses via Toll-like receptor 5","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Cystic Fibrosis Canada; McGill University Health Centre","keywords":"Secretion; Pseudomonas aeruginosa; Microbiology; Alkaline protease; Toll-like receptor; Protease; Host (biology); Receptor; Biology; Chemistry; Bacteria; Enzyme; Innate immune system; Biochemistry; Genetics","authors":[{"name":"Mellissa Gaudet","is_ca":true},{"name":"Matthew Marabella","is_ca":true},{"name":"Julie Bérubé","is_ca":true},{"name":"Lyvia Fourcade","is_ca":true},{"name":"Roger C. Lévesque","is_ca":true},{"name":"Dao Nguyen","is_ca":true},{"name":"Simon Rousseau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260377131282721,"gpt":0.2807867897587273,"spread":0.2681830184459001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001547867,0.0004426457,0.0003460591,0.000306143,0.0001535655,0.0002738545,0.0002270384,0.0005181476,0.001378261],"category_scores_gemma":[0.0003960974,0.0001465939,0.0005039599,0.0001884785,0.0002830896,0.0001557253,0.000269558,0.0007455365,0.0004012188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005417,"about_ca_system_score_gemma":0.0001893814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005766249,"about_ca_topic_score_gemma":0.0005832632,"domain_scores_codex":[0.9996575,0.00006565986,0.00005774653,0.00006598251,0.00008336486,0.0000696487],"domain_scores_gemma":[0.9997136,0.00005869579,0.00009418822,0.00002086587,0.00002111781,0.00009160308],"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":[0.000167149,0.00007204172,0.0006190737,0.00003118706,0.0000089533,0.0005907874,0.00002249224,0.00004237542,0.9976368,0.00003592996,0.00004148141,0.000731916],"study_design_scores_gemma":[0.00006188724,0.0009971745,0.0482215,0.00002648893,0.0000600502,0.007941964,0.0002546518,0.002071125,0.9378078,0.0001215255,0.002413633,0.00002215501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972518,0.0003518192,0.001461154,0.0001382826,0.00002600787,0.00003389055,0.0003952999,0.00003662475,0.0003050673],"genre_scores_gemma":[0.997127,0.0001571201,0.001417684,0.00007101198,0.000008542467,0.00002800566,0.0003988771,0.00001887347,0.0007729055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001378261,"threshold_uncertainty_score":0.004610777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410893654","doi":"10.1016/j.microb.2025.100401","title":"Dynamic monitoring of Staphylococcus epidermidis biofilm formation using a microfluidic approach","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Héma-Québec","funders":"Mitacs","keywords":"Biofilm; Staphylococcus epidermidis; Microfluidics; Microbiology; Staphylococcus aureus; Chemistry; Nanotechnology; Materials science; Biology; Bacteria","authors":[{"name":"Sahra Fonseca","is_ca":true},{"name":"Jonathan Robidoux","is_ca":true},{"name":"Marie‐Pierre Cayer","is_ca":true},{"name":"Jolianne Matte","is_ca":true},{"name":"Steve J. Charette","is_ca":true},{"name":"Danny Brouard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01311988005934652,"gpt":0.2551865768829974,"spread":0.2420666968236509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004592945,0.0004602881,0.0003269039,0.0005312096,0.0002111357,0.0003818934,0.0003814352,0.0004863184,0.0002767446],"category_scores_gemma":[0.0004426942,0.0002415949,0.0002868543,0.0003187547,0.0001912811,0.0002567872,0.0004270123,0.0004425202,0.0001078667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425489,"about_ca_system_score_gemma":0.0004630505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007739471,"about_ca_topic_score_gemma":0.0009460272,"domain_scores_codex":[0.9994385,0.00006478818,0.00004267878,0.000143839,0.0002535464,0.00005674688],"domain_scores_gemma":[0.999736,0.00008120147,0.00007008415,0.00001662902,0.00007184542,0.00002415529],"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":[0.00003930739,0.0000356743,0.0005154769,0.00005695961,0.000006184744,0.00001655469,0.00002751562,0.0002167906,0.9949208,0.00005839729,0.00005117326,0.00405518],"study_design_scores_gemma":[0.0000105047,0.0004600029,0.005244955,0.00001424351,0.00001994413,0.0001010397,0.00003769254,0.006686654,0.9860452,0.00006347652,0.001289638,0.00002658753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522645,0.004083131,0.04015864,0.0002261609,0.0001580248,0.000189948,0.0007348097,0.0003651882,0.001819595],"genre_scores_gemma":[0.9308552,0.002593886,0.06447537,0.000152796,0.00004890613,0.0003003479,0.0003700444,0.00001412944,0.001189372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007739471,"threshold_uncertainty_score":0.003210962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408747917","doi":"10.1016/j.microb.2025.100306","title":"The application of a viability real-time PCR assay to detect viable Salmonella spp. in diarrheal stools: A spiked-stool study","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"Alberta Precision Laboratories; Alberta Health Services","keywords":"Salmonella; Diarrheal disease; Microbiology; Diarrhea; Feces; Virology; Diarrheal diseases; Biology; Medicine; Bacteria; Gastroenterology","authors":[{"name":"Surangi H. Thilakarathna","is_ca":true},{"name":"Linda Chui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01195330774915682,"gpt":0.2576329651867654,"spread":0.2456796574376086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713166,0.0009809695,0.0006832565,0.0004040264,0.0002738055,0.001041791,0.0005942403,0.0009926652,0.0009294013],"category_scores_gemma":[0.003095675,0.0007190847,0.0004812752,0.0004540875,0.0005635375,0.0004818263,0.0005238875,0.0009353195,0.0005496271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386519,"about_ca_system_score_gemma":0.0004227389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144256,"about_ca_topic_score_gemma":0.001929863,"domain_scores_codex":[0.9973779,0.0009669299,0.0002389096,0.0004315685,0.000823668,0.0001610696],"domain_scores_gemma":[0.9977356,0.0008260343,0.0002699422,0.0001728065,0.0008927898,0.0001027904],"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":[0.0001721608,0.0001310966,0.001423167,0.0001168832,0.00001382101,0.00004257403,0.00008608617,0.000176503,0.9951775,0.00002978959,0.00004344561,0.00258697],"study_design_scores_gemma":[0.00001529969,0.002734489,0.00418939,0.00001653001,0.00003487237,0.0002329042,0.0001217671,0.002663278,0.9890295,0.00004479956,0.0008951277,0.00002195584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8866653,0.001182811,0.108881,0.0002444526,0.0001802505,0.0005253149,0.0008345776,0.0003125805,0.001173833],"genre_scores_gemma":[0.883866,0.0009687428,0.1083193,0.0003090462,0.00005324314,0.0005655846,0.00167694,0.0001103094,0.004130858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001713166,"threshold_uncertainty_score":0.009060204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388090974","doi":"10.1016/j.microb.2023.100015","title":"Cloning and expression of pectinase gene from two forest soil bacteria, Streptomyces sp.","year":2023,"lang":"en","type":"article","venue":"The Microbe","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pectinase; Thermostability; Streptomyces; Cloning (programming); Bacteria; Escherichia coli; Biology; Gene; Biochemistry; Enzyme; Chemistry; Microbiology; Food science; Genetics","authors":[{"name":"Sarita Shrestha","is_ca":true},{"name":"Chonlong Chio","is_ca":true},{"name":"Xiaodong Zhang","is_ca":true},{"name":"Janak Raj Khatiwada","is_ca":true},{"name":"Wensheng Qin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459572457275855,"gpt":0.2042316850777284,"spread":0.1896359605049699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276269,0.0003009303,0.0002464788,0.0002050018,0.0001076318,0.000265678,0.0001463854,0.000197417,0.0003616974],"category_scores_gemma":[0.0001651569,0.00008265054,0.0002888327,0.0003548461,0.0001423036,0.0001452534,0.0002365471,0.0004440173,0.0001804616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455036,"about_ca_system_score_gemma":0.0002720581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008685908,"about_ca_topic_score_gemma":0.000857991,"domain_scores_codex":[0.9998337,0.00002319763,0.00002184457,0.00003062107,0.00006078529,0.00002990398],"domain_scores_gemma":[0.9999037,0.00001606231,0.00003183661,0.000008696335,0.0000193133,0.00002044839],"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":[0.00004274877,0.00004100573,0.0005398044,0.00004477658,0.000003853283,0.00008518239,0.00002834393,0.00005739013,0.997033,0.000098174,0.0000146515,0.002011093],"study_design_scores_gemma":[0.00001512761,0.0003447238,0.01142919,0.00001222609,0.0000296058,0.0007150544,0.000125237,0.001151175,0.9829155,0.00007463911,0.003179931,0.000007496586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913108,0.0007043749,0.005999864,0.00009047583,0.00002689934,0.00004606181,0.0004844989,0.00003033681,0.001306548],"genre_scores_gemma":[0.9804864,0.0006681608,0.01331231,0.00003340884,0.000007819783,0.00004741927,0.002170988,0.00001807149,0.003255418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008685908,"threshold_uncertainty_score":0.001781225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412981240","doi":"10.1016/j.microb.2025.100486","title":"Detection of equine infectious anemia viral genome in equids serum samples in Canada","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Equine infectious anemia; Virology; Genome; Biology; Anemia; Medicine; Genetics; Virus; Gene; Internal medicine","authors":[{"name":"Sarah-Jo Paquette","is_ca":true},{"name":"Tara Furukawa-Stoffer","is_ca":true},{"name":"Carolyn James","is_ca":true},{"name":"Nariman Shahhosseini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01235086909552496,"gpt":0.2069728821903155,"spread":0.1946220130947905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060595,0.0003574622,0.0003657253,0.001407163,0.002080505,0.001257824,0.0005348817,0.0003850255,0.001134234],"category_scores_gemma":[0.002057848,0.0002657616,0.0002012819,0.001264891,0.0007516705,0.0002634309,0.0004123786,0.0003919999,0.0001949969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008557267,"about_ca_system_score_gemma":0.0121995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9211946,"about_ca_topic_score_gemma":0.9743455,"domain_scores_codex":[0.9986606,0.0001066578,0.00005642372,0.0002797598,0.0006835554,0.0002129474],"domain_scores_gemma":[0.9986425,0.000110379,0.0001061786,0.00003601244,0.001037267,0.00006760504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000619143,0.0001755895,0.7387737,0.0004835973,0.000123523,0.0009547202,0.006024406,0.001450585,0.1900227,0.001110169,0.003471506,0.05679024],"study_design_scores_gemma":[0.00002178761,0.0002366752,0.9320768,0.0002106997,0.0000824059,0.0008130861,0.005171566,0.002038551,0.03929237,0.0002071894,0.01979988,0.00004897647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797357,0.001981095,0.004097392,0.0003354854,0.00004172649,0.0002308521,0.004544093,0.00008215872,0.008951538],"genre_scores_gemma":[0.975663,0.001813014,0.01135438,0.0004358337,0.00001161163,0.0001110753,0.004016576,0.00003104305,0.006563485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07880539,"threshold_uncertainty_score":0.1585389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412813003","doi":"10.1016/j.microb.2025.100468","title":"Multifunctional bioactivities of compounds derived from Streptomyces sp. MFB28: Antibacterial, antioxidant, and antiproliferative effects","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Antioxidant; Streptomyces; Chemistry; Antibacterial activity; Traditional medicine; Biology; Biochemistry; Bacteria; Medicine","authors":[{"name":"Nadia ZOUGAGH","is_ca":false},{"name":"Mouslim Assia","is_ca":false},{"name":"Saad Menggad","is_ca":true},{"name":"Zineb Azoubi","is_ca":false},{"name":"Norddine Habti","is_ca":false},{"name":"Mohammed El Khasmi","is_ca":false},{"name":"Mohammed Menggad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008344642828929239,"gpt":0.2368182960147937,"spread":0.2284736531858644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001068492,0.0006459595,0.0003988439,0.0005689234,0.0001318975,0.0002075715,0.0001171944,0.0002021258,0.000709379],"category_scores_gemma":[0.0001075056,0.00008651078,0.0002220559,0.0002504586,0.0001082078,0.0001815707,0.0001851203,0.0002468224,0.0002095128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007817638,"about_ca_system_score_gemma":0.0001666625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002433753,"about_ca_topic_score_gemma":0.0006503344,"domain_scores_codex":[0.999927,0.00001629309,0.000007471923,0.00001094534,0.00002173934,0.00001647176],"domain_scores_gemma":[0.9999267,0.00001008998,0.00002042013,0.00000434749,0.00001722658,0.00002123823],"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":[0.0001842978,0.0000665487,0.0004930028,0.0001757019,0.00001025778,0.0001426703,0.00001355825,0.0001091542,0.9923242,0.00002198004,0.00002799622,0.00643053],"study_design_scores_gemma":[0.0000559826,0.002839077,0.01980978,0.00005829713,0.00008562041,0.0008288401,0.0001028323,0.0003907915,0.9702603,0.00006974839,0.005481432,0.00001733248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877879,0.009275319,0.0008676825,0.00008220754,0.00002459117,0.00003938996,0.0003726665,0.00002769504,0.001522561],"genre_scores_gemma":[0.9946412,0.002626208,0.00129787,0.00006288042,0.00002640925,0.00002312917,0.000461905,0.000006836187,0.0008534973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000709379,"threshold_uncertainty_score":0.002373099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7084044835","doi":"10.1016/j.microb.2025.100569","title":"Surface fouling by Candida albicans on steel modified with various surface-assembled monolayers","year":2025,"lang":"en","type":"article","venue":"The Microbe","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Biofilm; Candida albicans; Corpus albicans; Biofouling; Surface roughness; Coating; Monolayer","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01318246639744943,"gpt":0.2851728668968769,"spread":0.2719904004994275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002878445,0.000531835,0.000337297,0.0002555762,0.0002174459,0.0002455169,0.0004716979,0.0006512325,0.0006508327],"category_scores_gemma":[0.0003361289,0.0002900607,0.0005589992,0.0002332094,0.0001068072,0.0002300816,0.0002043005,0.0003612784,0.0003075216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372176,"about_ca_system_score_gemma":0.0001523646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371469,"about_ca_topic_score_gemma":0.002010506,"domain_scores_codex":[0.9997181,0.00004731963,0.00002971637,0.00004395147,0.0001004005,0.00006053017],"domain_scores_gemma":[0.99984,0.00002722489,0.00002985575,0.00001203026,0.00007356645,0.00001741522],"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":[0.00005962144,0.00001835947,0.000108113,0.00006786786,0.000007937126,0.00004892017,0.00001832803,0.0001097302,0.9989544,0.0000147564,0.00003384264,0.0005580017],"study_design_scores_gemma":[0.00001176637,0.0005042846,0.002743657,0.00001274152,0.00002965053,0.00006722275,0.00005128235,0.001717173,0.9940957,0.00001180236,0.0007387029,0.00001608955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959544,0.001740334,0.001040326,0.00006346912,0.00006908728,0.00002503498,0.0001687268,0.00003860911,0.0009001266],"genre_scores_gemma":[0.990024,0.001665073,0.005915913,0.0001224781,0.00002209252,0.00004067508,0.0005424368,0.00001567416,0.001651716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371469,"threshold_uncertainty_score":0.002726912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}