{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"5a6ca69d9ed3","filters":{"venue":"Polysaccharides"}},"results":[{"id":"W3199391642","doi":"10.3390/polysaccharides2030042","title":"Polysaccharide Vaccines: A Perspective on Non-Typhoidal Salmonella","year":2021,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Saskatchewan Health Research Foundation","keywords":"Salmonella; Immunogenicity; Serotype; Antigen; Microbiology; Immune system; Biology; Bacteria; Immunology; Genetics","authors":[{"name":"Sumudu R Perera","is_ca":true},{"name":"Akosiererem S. Sokaribo","is_ca":true},{"name":"Aaron P. White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01859084851573427,"gpt":0.2563304218263273,"spread":0.237739573310593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009265728,0.0006609157,0.0007100783,0.001484727,0.0002482964,0.00106448,0.0004477521,0.002016245,0.002605432],"category_scores_gemma":[0.0007676105,0.0001784681,0.0004988518,0.0009461828,0.0008715974,0.00193722,0.0007211348,0.002727634,0.001221579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006720552,"about_ca_system_score_gemma":0.000860361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008059653,"about_ca_topic_score_gemma":0.001724637,"domain_scores_codex":[0.9997328,0.0001059783,0.00002295732,0.00003117682,0.00007260784,0.00003450808],"domain_scores_gemma":[0.9994285,0.0002790731,0.00005325487,0.00001338638,0.0001412873,0.00008447962],"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":[0.0002953207,0.0003150791,0.0008525898,0.01560599,0.0001015629,0.0009317813,0.0004497214,0.0006739899,0.01170656,0.03567814,0.07322643,0.8601629],"study_design_scores_gemma":[0.00001684854,0.0005039991,0.000821982,0.002767913,0.00003911224,0.001226271,0.0002206059,0.0001083126,0.0007897252,0.005431886,0.988061,0.00001225327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005436588,0.990585,0.0003759337,0.004811913,0.001272246,0.000005496841,0.00001611388,0.000007016073,0.002382565],"genre_scores_gemma":[0.002635682,0.9912875,0.0006673989,0.002383756,0.001415877,0.000009156151,0.00001912577,0.000003668636,0.00157793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002605432,"threshold_uncertainty_score":0.008716047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134918397","doi":"10.3390/polysaccharides2010012","title":"A Review on Recent Progress of Glycan-Based Surfactant Micelles as Nanoreactor Systems for Chemical Synthesis Applications","year":2021,"lang":"en","type":"review","venue":"Polysaccharides","topic":"Supramolecular Chemistry and Complexes","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanoreactor; Glycan; Micelle; Pulmonary surfactant; Nanotechnology; Chemistry; Biochemical engineering; Materials science; Organic chemistry; Nanoparticle; Engineering; Biochemistry","authors":[{"name":"Bahareh Vafakish","is_ca":true},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05743272374618713,"gpt":0.339676479171415,"spread":0.2822437554252278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004735583,0.001109935,0.0009846827,0.002275696,0.000332301,0.0008119174,0.0005532958,0.0007929376,0.003909485],"category_scores_gemma":[0.0004728154,0.0004514767,0.0005044393,0.002493361,0.0002612199,0.001220167,0.0005385964,0.001293233,0.002184557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744107,"about_ca_system_score_gemma":0.0007777761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007409627,"about_ca_topic_score_gemma":0.001231408,"domain_scores_codex":[0.9998218,0.00002485944,0.0000264746,0.00003716636,0.00006745077,0.00002220172],"domain_scores_gemma":[0.9998035,0.0000898748,0.00003395672,0.000007476146,0.00004849639,0.00001665538],"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":[0.00009219965,0.0001692581,0.0001514361,0.0542804,0.0001294691,0.0003789659,0.0001648885,0.001164769,0.02326038,0.01097154,0.0362511,0.8729855],"study_design_scores_gemma":[0.00000870494,0.0001265966,0.0002746062,0.00167292,0.00007798621,0.0004609769,0.00002566418,0.0001328866,0.002739468,0.0008444492,0.9936186,0.00001708354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000354415,0.9968315,0.0004031367,0.0001217298,0.0001924483,0.00001027658,0.00002764798,0.00001698706,0.002041926],"genre_scores_gemma":[0.001312011,0.9968994,0.000490199,0.0001198372,0.000108318,0.00001525413,0.00003767125,0.000003440002,0.001014008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003909485,"threshold_uncertainty_score":0.01307857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210352145","doi":"10.3390/polysaccharides3010010","title":"Chemical Stabilization behind Cardamom Pickering Emulsion Using Nanocellulose","year":2022,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Nanocellulose; Creaming; Pickering emulsion; Emulsion; Chemical engineering; Materials science; Scanning electron microscope; Cellulose; Nanofiber; Contact angle; Nanotechnology; Composite material","authors":[{"name":"Alana G. Souza","is_ca":false},{"name":"Rafaela R. Ferreira","is_ca":false},{"name":"Éder Ramin de Oliveira","is_ca":false},{"name":"Maurício M. Kato","is_ca":false},{"name":"Sushanta K. Mitra","is_ca":true},{"name":"Derval dos Santos Rosa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02630892889503977,"gpt":0.2530385684955126,"spread":0.2267296396004728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067524,0.0002390857,0.0001379411,0.0001631805,0.0001134004,0.0001684035,0.0001379659,0.0001839145,0.0003515867],"category_scores_gemma":[0.0001217109,0.00007123101,0.0001538973,0.0001109066,0.000113328,0.0002252872,0.0001334551,0.000223947,0.0001027345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990647,"about_ca_system_score_gemma":0.000136651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000776922,"about_ca_topic_score_gemma":0.001119147,"domain_scores_codex":[0.9999387,0.000006368917,0.000004514327,0.00001941118,0.00001879987,0.00001210324],"domain_scores_gemma":[0.9999592,0.000007372739,0.00001418739,0.000003957861,0.0000095756,0.00000572565],"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":[0.00001897956,0.000005521417,0.00006228501,0.00003485675,0.000001839434,0.00002474957,0.000007395339,0.00008672317,0.998114,0.00006744545,0.000009806851,0.001566433],"study_design_scores_gemma":[0.000001321903,0.00003650346,0.0002759811,0.000001896955,0.000003113806,0.00001671264,0.00000433394,0.0004839572,0.9987761,0.000009859031,0.000388438,0.000001687558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876541,0.002308895,0.008214991,0.0000544138,0.00002853126,0.00003584363,0.00007172143,0.00005459329,0.001576859],"genre_scores_gemma":[0.9909146,0.001110712,0.006554893,0.00002445743,0.000005157794,0.00001510861,0.00005221567,0.00001142503,0.001311458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000776922,"threshold_uncertainty_score":0.001544833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408169845","doi":"10.3390/polysaccharides6010020","title":"Enhancing the Properties of Sodium Alginate with a Glycerol–Silicate Plasticizer","year":2025,"lang":"en","type":"article","venue":"Polysaccharides","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plasticizer; Sodium alginate; Glycerol; Silicate; Sodium silicate; Chemical engineering; Chemistry; Sodium; Materials science; Organic chemistry; Engineering","authors":[{"name":"Anthony Fasulo","is_ca":true},{"name":"Corradina Towie","is_ca":true},{"name":"Lucie Mouchiroud","is_ca":false},{"name":"Hamza Malik","is_ca":true},{"name":"Daniel A. Foucher","is_ca":true},{"name":"Guerino Sacripante","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01659589273237352,"gpt":0.2153177673217268,"spread":0.1987218745893533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356316,0.0003835129,0.0001176373,0.0002426008,0.0001050946,0.0002392077,0.0001206178,0.0001824673,0.0004691992],"category_scores_gemma":[0.0002036253,0.0001318926,0.000258559,0.0001953375,0.0001385344,0.0002550006,0.0001947305,0.0002733951,0.0001194787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210747,"about_ca_system_score_gemma":0.0002178682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034937,"about_ca_topic_score_gemma":0.002384047,"domain_scores_codex":[0.9999036,0.00001092223,0.000009975826,0.0000150898,0.00003569923,0.00002477296],"domain_scores_gemma":[0.9998591,0.00002764027,0.00005494462,0.000007747409,0.0000300069,0.00002055391],"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":[0.00001754799,0.000004737236,0.00006033988,0.00002048453,0.000001823089,0.00001127668,0.000006894564,0.00004988946,0.9991296,0.00001458907,0.000004314627,0.0006785381],"study_design_scores_gemma":[0.00000111882,0.00006152761,0.0007467002,0.000002609778,0.000006170834,0.00001830273,0.000007305522,0.0002775361,0.9985396,0.000004949182,0.0003313683,0.000002890441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969698,0.0006033329,0.001663939,0.0000362315,0.00001073387,0.00001401152,0.00005559751,0.00002731316,0.0006192229],"genre_scores_gemma":[0.9965158,0.0004328837,0.002333797,0.00002495859,0.000002930009,0.00000990132,0.00004734204,0.000009463605,0.0006229265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001034937,"threshold_uncertainty_score":0.002057791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296742967","doi":"10.3390/polysaccharides3030038","title":"Starch-Stabilized Iron Oxide Nanoparticles for the Photocatalytic Degradation of Methylene Blue","year":2022,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photocatalysis; Catalysis; Starch; Hydrogen peroxide; Chemistry; Methylene blue; Aqueous solution; Nanoparticle; Iron oxide; Iron oxide nanoparticles; Degradation (telecommunications); Inorganic chemistry; Chemical engineering; Organic chemistry","authors":[{"name":"Natun Dasgupta","is_ca":true},{"name":"Milind Ajith Nayak","is_ca":true},{"name":"Mario Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02148620217463726,"gpt":0.2595732971730772,"spread":0.2380870949984399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001265672,0.0002471989,0.0001556029,0.0001926642,0.0000897803,0.0001749027,0.0001360144,0.0002787707,0.0004286728],"category_scores_gemma":[0.0001628081,0.0001355071,0.0002053267,0.00009418531,0.0001029324,0.0001775773,0.000158144,0.0002878508,0.0001438684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197867,"about_ca_system_score_gemma":0.0001164436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000603042,"about_ca_topic_score_gemma":0.001538358,"domain_scores_codex":[0.9999226,0.000009500236,0.000007683384,0.00002059434,0.00002805768,0.00001159388],"domain_scores_gemma":[0.9999486,0.000008279399,0.00001234738,0.00000426898,0.00001753486,0.000008923959],"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":[0.00001199967,0.000009880972,0.00001886498,0.00002946261,0.000001984097,0.00001474744,0.000006675117,0.00006992071,0.99874,0.00005720324,0.00001954234,0.001019566],"study_design_scores_gemma":[0.000006464522,0.000158631,0.0003569156,0.0000036013,0.000007040171,0.00003989491,0.000006160372,0.001253075,0.9969664,0.00002556007,0.001172169,0.000004174263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779156,0.001820247,0.01789828,0.00008459053,0.00008575629,0.00006070746,0.0001100935,0.0001546429,0.001869977],"genre_scores_gemma":[0.9864243,0.0005553615,0.01086028,0.000027588,0.000007011447,0.0000351968,0.0001145672,0.00002527858,0.00195036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000603042,"threshold_uncertainty_score":0.001435697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129465362","doi":"10.3390/polysaccharides2010005","title":"Didymo and Its Polysaccharide Stalks: Beneficial to the Environment or Not?","year":2021,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":4,"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":"Polysaccharide; Algae; Agriculture; Biology; Biotechnology; Natural resource economics; Environmental science; Ecology; Economics","authors":[{"name":"Hurmat Ejaz","is_ca":true},{"name":"Esther Somanader","is_ca":true},{"name":"Uday Dave","is_ca":true},{"name":"Hermann Ehrlich","is_ca":false},{"name":"M. Azizur Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03222884954022742,"gpt":0.2794438666768685,"spread":0.2472150171366411,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792599,0.0003314571,0.0002295592,0.0002824738,0.0003888721,0.001007697,0.0001415114,0.0006875877,0.001080644],"category_scores_gemma":[0.00018049,0.00009207991,0.000158586,0.0003229792,0.0005186158,0.0008669498,0.0004287354,0.0004570839,0.0001726104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236058,"about_ca_system_score_gemma":0.0004430561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007603593,"about_ca_topic_score_gemma":0.002012486,"domain_scores_codex":[0.9999217,0.00001552591,0.000003200526,0.00001016303,0.00001870903,0.00003064524],"domain_scores_gemma":[0.9999238,0.00001249044,0.00002087145,0.000004970484,0.00001648208,0.00002144733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005935457,0.0001676825,0.01142743,0.002447656,0.00006927526,0.002221595,0.0007407049,0.0003148662,0.8423137,0.02035939,0.001581634,0.1177625],"study_design_scores_gemma":[0.00005455645,0.001944408,0.06200975,0.0009767652,0.0003432218,0.005369519,0.007700359,0.0009165491,0.6351019,0.01934806,0.266147,0.00008798111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8633859,0.09491733,0.003940362,0.009484254,0.000754852,0.00006542509,0.0003530678,0.00002538187,0.02707347],"genre_scores_gemma":[0.9469281,0.04077373,0.002664451,0.001131258,0.0001422134,0.00001823219,0.00009772923,0.000009346315,0.008234906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001080644,"threshold_uncertainty_score":0.003615081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205878534","doi":"10.3390/polysaccharides3010004","title":"Polysaccharide Stalks in Didymosphenia geminata Diatom: Real World Applications and Strategies to Combat Its Spread","year":2022,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":4,"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":"Diatom; Environmental remediation; Invasive species; Biology; Sewage treatment; Ecology; Environmental science; Environmental engineering; Contamination","authors":[{"name":"Esther Somanader","is_ca":true},{"name":"Roshini Sreenivas","is_ca":true},{"name":"Golnoosh Siavash","is_ca":true},{"name":"Nicole M. Rodriguez","is_ca":true},{"name":"Tingxiao Gao","is_ca":true},{"name":"Hermann Ehrlich","is_ca":true},{"name":"M. Azizur Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0201152129296383,"gpt":0.2980589072203227,"spread":0.2779436942906844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001378592,0.0003002497,0.0001646457,0.0003833689,0.0002203461,0.0005162241,0.0001102563,0.000448369,0.0005053121],"category_scores_gemma":[0.0001227663,0.000093756,0.0002285557,0.0004527539,0.0001589278,0.0003775735,0.0003160365,0.0004357068,0.000110213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035966,"about_ca_system_score_gemma":0.000288426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260048,"about_ca_topic_score_gemma":0.003391893,"domain_scores_codex":[0.9999422,0.000009873082,0.00000471002,0.00001085982,0.00001910712,0.00001325956],"domain_scores_gemma":[0.9999499,0.00000858633,0.00001535189,0.000003452494,0.00001071526,0.00001197593],"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":[0.00009222043,0.00002801912,0.00146809,0.0005926239,0.00001539083,0.0003014121,0.00008673187,0.0003302301,0.9785271,0.000459768,0.0001291311,0.01796926],"study_design_scores_gemma":[0.00001579742,0.0009197512,0.03561152,0.0002266322,0.0001409012,0.001222764,0.0008348267,0.001312538,0.8975611,0.0008398456,0.06128262,0.00003159431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464338,0.03997861,0.005993279,0.00082817,0.0001027518,0.00004187991,0.0005011752,0.00004457396,0.006075654],"genre_scores_gemma":[0.9749586,0.01575007,0.005746169,0.0001426626,0.00001270067,0.0000131009,0.0003049735,0.000007245762,0.003064553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260048,"threshold_uncertainty_score":0.002609491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394891698","doi":"10.3390/polysaccharides5020007","title":"Two Important Biopolymers: The Transformative Power of Chitin and Collagen in Multidisciplinary Applications","year":2024,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":1,"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":"Chitin; Biopolymer; Multidisciplinary approach; Transformative learning; Nanotechnology; Polymer science; Natural polymers; Polymer; Chemistry; Materials science; Chitosan; Biochemistry; Organic chemistry; Sociology","authors":[{"name":"M. Azizur Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01228793238070837,"gpt":0.284001065791702,"spread":0.2717131334109937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835676,0.0003553646,0.0002001077,0.0003448065,0.0003780711,0.0007542436,0.0001563593,0.0005878446,0.001091158],"category_scores_gemma":[0.0001321732,0.00009978234,0.0001668555,0.0005971532,0.0003979975,0.0005787249,0.0004150207,0.0007178067,0.0004097621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816893,"about_ca_system_score_gemma":0.0003801068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004887722,"about_ca_topic_score_gemma":0.0008599407,"domain_scores_codex":[0.999908,0.00001081209,0.000003651547,0.00001996327,0.00003938927,0.00001820926],"domain_scores_gemma":[0.9999111,0.00001503711,0.00001628298,0.000004926429,0.00002021474,0.0000323374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001440991,0.00008215771,0.0007943941,0.001017808,0.00002120575,0.00049329,0.0002189402,0.0003552613,0.8626345,0.02041441,0.002733876,0.1110902],"study_design_scores_gemma":[0.00002036061,0.0002522075,0.002867902,0.0001702859,0.00004244131,0.001593519,0.0002420343,0.0009524033,0.8143228,0.004237735,0.1752502,0.00004808827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4150673,0.4591006,0.04395126,0.00818093,0.002708049,0.0001102617,0.0004329316,0.0002621204,0.07018661],"genre_scores_gemma":[0.8233175,0.1301858,0.02140156,0.001297134,0.0006904288,0.00004495108,0.0002719657,0.00005778679,0.02273293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001091158,"threshold_uncertainty_score":0.003650248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7117476435","doi":"10.3390/polysaccharides7010002","title":"Unlocking Nature’s Building Blocks: Emerging Advances in Chitin and Collagen Research","year":2025,"lang":"en","type":"article","venue":"Polysaccharides","topic":"Collagen: Extraction and Characterization","field":"Materials 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":"University of Toronto","funders":"","keywords":"Chitin; Sustainability; Food industry; Food processing; Food products","authors":[{"name":"M. Azizur Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01628881725942019,"gpt":0.3614813929633016,"spread":0.3451925757038814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005643027,0.0003051068,0.0003430422,0.0003304821,0.0002918485,0.001018195,0.0003310103,0.0006898169,0.001333613],"category_scores_gemma":[0.0004301473,0.0001593311,0.0001958694,0.0005793157,0.0007965117,0.001693179,0.0006115378,0.001140279,0.0006735675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306687,"about_ca_system_score_gemma":0.0004915257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004701138,"about_ca_topic_score_gemma":0.001013232,"domain_scores_codex":[0.9998587,0.00002037459,0.00000676601,0.00002552798,0.00006150956,0.00002700075],"domain_scores_gemma":[0.9997017,0.000117766,0.0000479796,0.00001798232,0.00006731653,0.00004721346],"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":[0.0001815971,0.000141455,0.000992178,0.004868777,0.00004957764,0.0004815914,0.0004671195,0.00136421,0.3733923,0.07381699,0.01907909,0.5251651],"study_design_scores_gemma":[0.00001848903,0.0003771156,0.0014832,0.0005964296,0.00003939285,0.001173878,0.00037279,0.002359053,0.1630414,0.02914667,0.8013261,0.00006535842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03738495,0.9114224,0.02198897,0.0101766,0.002311561,0.00002431195,0.0001445376,0.0001522591,0.01639436],"genre_scores_gemma":[0.1845016,0.7797247,0.0195347,0.003999308,0.002301106,0.000039243,0.0002575815,0.00005732137,0.009584467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001333613,"threshold_uncertainty_score":0.004461408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}