{"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":"2c01cbebd1b9","filters":{"venue":"Journal of Emerging Investigators"}},"results":[{"id":"W4387226623","doi":"10.59720/16-078","title":"Don’t Waste the Medical Waste: Reducing Improperly Classified Hazardous Waste in a Medical Facility","year":2018,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalhousie University; Johns Hopkins University; Intermountain Healthcare","keywords":"Hazardous waste; Psychological intervention; Observational study; Waste management; Medical waste; Intervention (counseling); Environmental health; Medicine; Environmental science; Medical emergency; Engineering; Nursing","authors":[{"name":"Danny Hemani","is_ca":false},{"name":"Christine M Hostetter","is_ca":false},{"name":"Michelle Bagley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03222464356477833,"gpt":0.3058208314412642,"spread":0.2735961878764859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004810643,0.0005467117,0.0003531833,0.0007684177,0.001885259,0.001268754,0.001960305,0.001866522,0.004380766],"category_scores_gemma":[0.01699612,0.000302788,0.0006039833,0.0005076496,0.001315819,0.001903547,0.002941354,0.001529699,0.0005210022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553925,"about_ca_system_score_gemma":0.006608853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354914,"about_ca_topic_score_gemma":0.007149416,"domain_scores_codex":[0.9962115,0.00213603,0.0001780725,0.0002303445,0.0006745323,0.0005695102],"domain_scores_gemma":[0.9945078,0.001574395,0.001386611,0.0002572775,0.0005058118,0.001768118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008434436,0.03352261,0.04514564,0.003064603,0.0001577309,0.0004403107,0.009123188,0.001792715,0.008065145,0.001595563,0.01938785,0.8768613],"study_design_scores_gemma":[0.002693985,0.0824336,0.6687159,0.009308252,0.001287279,0.001915065,0.04807619,0.008955207,0.04846457,0.009120866,0.1185887,0.0004404618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521501,0.001391626,0.007145324,0.02718174,0.0003702287,0.001421445,0.000122733,0.0003504526,0.00986631],"genre_scores_gemma":[0.9343134,0.002270566,0.04979731,0.009108944,0.0002394348,0.001021405,0.0001593084,0.00003838731,0.003051064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004810643,"threshold_uncertainty_score":0.02544141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395663417","doi":"10.59720/23-222","title":"Computational analysis and drug repositioning: Targeting the TDP-43 RRM using FDA-approved drugs","year":2024,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","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 Guelph","funders":"","keywords":"Drug repositioning; Approved drug; Drug; Pharmacology; Drug approval; Medicine","authors":[{"name":"Siran Zhang","is_ca":false},{"name":"Longjiang Wu","is_ca":false},{"name":"Xiaoying Zhang","is_ca":true},{"name":"Mei Dang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05946850517881112,"gpt":0.4041969245730898,"spread":0.3447284193942786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073184,0.0007883023,0.0014067,0.001026766,0.0004874862,0.000968398,0.001087306,0.001289281,0.003469601],"category_scores_gemma":[0.001776365,0.0005354012,0.00133959,0.0006813733,0.0003837508,0.0005288898,0.000422153,0.0007034373,0.0002395799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003975,"about_ca_system_score_gemma":0.002518963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765104,"about_ca_topic_score_gemma":0.01521503,"domain_scores_codex":[0.9998259,0.00005317047,0.00001264602,0.00002944945,0.00003776325,0.00004109397],"domain_scores_gemma":[0.9992137,0.0005585401,0.00005415621,0.00002721453,0.00009583314,0.00005046557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001545969,0.0000997122,0.001854383,0.00009288483,0.00007011448,0.0001229805,0.00001205818,0.9902725,0.0004416336,0.00112299,0.00071231,0.005043895],"study_design_scores_gemma":[0.00003575344,0.0000407742,0.0001296285,0.000004447932,0.00002911329,0.00000969241,0.00001069101,0.9988021,0.0002268949,0.000385242,0.0003223096,0.00000344691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877493,0.002723915,0.07974558,0.002602154,0.0003060202,0.0003484772,0.003082949,0.001334732,0.02210686],"genre_scores_gemma":[0.9624645,0.0006882756,0.03267358,0.0003612012,0.00003516654,0.0002786959,0.0015032,0.00007277794,0.001922492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765104,"threshold_uncertainty_score":0.03509665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387216970","doi":"10.59720/22-099","title":"Pediatric probiotic culture survival study in acidic pH using an in vitro model","year":2022,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Guelph","keywords":"Probiotic; Bifidobacterium; Lactobacillus; Food science; Biology; Microbiology; In vitro; Incubation; Population; Bacteria; Medicine; Biochemistry; Fermentation","authors":[{"name":"Sana Dhillon","is_ca":false},{"name":"Simone Renwick","is_ca":false},{"name":"Brittany Berdy","is_ca":false},{"name":"A. S. Dhillon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05642207012388749,"gpt":0.2724408582944191,"spread":0.2160187881705316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005492551,0.0007750803,0.000887838,0.0002743385,0.0003843419,0.0005205892,0.0003850855,0.0006285949,0.001556216],"category_scores_gemma":[0.0003276664,0.0002394274,0.001002982,0.0004344756,0.0002534769,0.0005542043,0.0005886491,0.001317716,0.0005508903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880803,"about_ca_system_score_gemma":0.0004020705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997844,"about_ca_topic_score_gemma":0.001991428,"domain_scores_codex":[0.9993799,0.0001473959,0.00008226217,0.0001469303,0.0001397613,0.0001037998],"domain_scores_gemma":[0.9994585,0.0001425829,0.0001150966,0.00007072501,0.0001479103,0.00006523215],"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":[0.001476827,0.0009876053,0.0027307,0.000350651,0.00004430837,0.0003405952,0.0004800552,0.0007087432,0.9884701,0.0002061327,0.0002243738,0.003979913],"study_design_scores_gemma":[0.00007455219,0.01926461,0.02391214,0.00008867758,0.0002719829,0.0008131093,0.0008791737,0.003696646,0.9448689,0.0002392439,0.005828911,0.00006214377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849433,0.005567652,0.004712101,0.0002328646,0.0001519287,0.0001515738,0.001030138,0.00003409356,0.003176446],"genre_scores_gemma":[0.9792509,0.005645591,0.009085257,0.000189073,0.0000839705,0.0002648383,0.001429818,0.00002291826,0.0040276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001997844,"threshold_uncertainty_score":0.005206048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387217253","doi":"10.59720/21-222","title":"Health services in Iraq - A cross-sectional survey of adolescents in Basra","year":2022,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poverty; Cross-sectional study; Public health; Quarter (Canadian coin); Developing country; Psychology; Adolescent health; Sample (material); Medicine; Nursing; Geography; Political science; Economic growth","authors":[{"name":"Ahmed Mohsen Al - Saeedi","is_ca":false},{"name":"Sara Saeedi","is_ca":false},{"name":"Janaen Y Mahmoud","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1801628546746965,"gpt":0.4763408885716751,"spread":0.2961780338969786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307708,0.0002158,0.000251793,0.0008261049,0.0005714801,0.0004836658,0.0003412511,0.0004522672,0.001688427],"category_scores_gemma":[0.0009721401,0.0002787516,0.0002394005,0.001062613,0.0002196566,0.0004295865,0.0003825528,0.0006186265,0.0004106483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005811944,"about_ca_system_score_gemma":0.0005278509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378049,"about_ca_topic_score_gemma":0.03652912,"domain_scores_codex":[0.9995853,0.0001285008,0.00005747968,0.00003812408,0.00008813445,0.0001023912],"domain_scores_gemma":[0.9992255,0.00008375188,0.0003011374,0.00002735367,0.0001616279,0.0002006727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001141901,0.00008021788,0.9981774,0.00002342718,0.00001401135,0.00005203733,0.0004697081,0.0000112109,0.0001124983,0.00001667964,0.0002624803,0.0007689475],"study_design_scores_gemma":[0.000002649455,0.00005690905,0.9976171,0.00001544825,0.000006084109,0.0000739786,0.001677027,0.00003639821,0.0000211665,0.0000041913,0.0004872069,0.000001845199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975538,0.0001564966,0.0000356554,0.0001477026,0.000007545143,0.00005741343,0.001316323,0.000002542243,0.0007226809],"genre_scores_gemma":[0.9981748,0.0002795293,0.0001164831,0.0001604585,0.000007975635,0.00008053946,0.0008840537,0.000001692283,0.0002945472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378049,"threshold_uncertainty_score":0.04728413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387226607","doi":"10.59720/17-112","title":"Who is at Risk for a Spinal Fracture? – A Comparative Study of National Health and Nutrition Examination Survey Data","year":2018,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"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":"University of Saskatchewan","keywords":"National Health and Nutrition Examination Survey; Medicine; Bone mineral; Body mass index; Spinal fracture; Consumption (sociology); Alcohol consumption; Environmental health; Osteoporosis; Bone density; Physical therapy; Demography; Gerontology; Alcohol; Internal medicine; Population","authors":[{"name":"Joy He","is_ca":false},{"name":"Morgan He","is_ca":true},{"name":"Grace Yi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2249254922922395,"gpt":0.4698671439657256,"spread":0.2449416516734861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004850517,0.0003198988,0.0008021325,0.001825486,0.0006869373,0.0007278145,0.0008656651,0.0009627017,0.00157953],"category_scores_gemma":[0.009536479,0.0005151726,0.001629804,0.002475828,0.0005319461,0.001372141,0.000974938,0.0008019797,0.0003832435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006621128,"about_ca_system_score_gemma":0.0004655391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531564,"about_ca_topic_score_gemma":0.02150479,"domain_scores_codex":[0.9959876,0.00208331,0.0004375225,0.0007305162,0.0004862842,0.0002747739],"domain_scores_gemma":[0.9952039,0.001363551,0.001715788,0.0005901385,0.0007360744,0.0003907126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000575077,0.0001841184,0.9962515,0.00004964518,0.0008821968,0.00007202804,0.0003003599,0.00003693689,0.0001255323,0.00005527034,0.000168917,0.001298507],"study_design_scores_gemma":[0.00004644882,0.0005014643,0.9974608,0.00002134339,0.0003077615,0.0002027546,0.0007994458,0.0001783148,0.00004278621,0.00003833258,0.0003897214,0.00001066396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984633,0.0004648087,0.0001101308,0.00005996297,0.00001333094,0.00001842769,0.0006014395,0.000001966793,0.0002666807],"genre_scores_gemma":[0.9980918,0.0002212195,0.0001728458,0.00008397114,0.00001786734,0.00003106811,0.001264206,0.000003302939,0.0001137171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531564,"threshold_uncertainty_score":0.03045303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406729342","doi":"10.59720/23-230","title":"Economic performance of solar energy systems financed with green bonds in New Jersey","year":2025,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Solar energy; Bond; Natural resource economics; Environmental science; Economics; Ecology; Biology; Finance","authors":[{"name":"Feng Peng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01329264573784708,"gpt":0.2038728787950533,"spread":0.1905802330572062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009011123,0.0002492777,0.0002599219,0.0006837565,0.0005353558,0.002936793,0.0009890284,0.000596347,0.002563023],"category_scores_gemma":[0.003066708,0.0002484531,0.0005779066,0.0008072044,0.0006190514,0.001692512,0.0008022189,0.001384563,0.0001420965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007426766,"about_ca_system_score_gemma":0.001514362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1909406,"about_ca_topic_score_gemma":0.2696201,"domain_scores_codex":[0.9995793,0.0000861677,0.00002096435,0.00005825491,0.00009993322,0.0001554257],"domain_scores_gemma":[0.9984586,0.0006233245,0.0004725562,0.00004951654,0.0001948751,0.0002011659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009775457,0.001265363,0.5048094,0.000121492,0.0003287158,0.001933631,0.0006349069,0.4200853,0.002037553,0.03785992,0.01060283,0.01934352],"study_design_scores_gemma":[0.0002085035,0.0007965253,0.4697253,0.00008362836,0.0003362205,0.0002324701,0.004617811,0.505221,0.001931885,0.0069717,0.009707802,0.0001671693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953983,0.0001067743,0.0002532129,0.0003850186,0.000008264397,0.00001189276,0.0003051338,0.000009781624,0.00352157],"genre_scores_gemma":[0.9980876,0.0001270534,0.0001040781,0.00003066409,0.000005133988,0.000005967123,0.0003081417,0.000002686932,0.00132865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909406,"threshold_uncertainty_score":0.3796585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407841057","doi":"10.59720/23-298","title":"Correlation between concentration of particulate matter 2.5 and solar energy production in Brooklyn, NY","year":2025,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Particulates; Environmental science; Environmental chemistry; Chemistry","authors":[{"name":"Avigail Kundin","is_ca":false},{"name":"Warren Staver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00858992822153277,"gpt":0.2191355102418421,"spread":0.2105455820203094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937949,0.0001889977,0.0002131794,0.0006192647,0.0008707138,0.0005927803,0.0005693118,0.0003678281,0.01022667],"category_scores_gemma":[0.001240423,0.0001816961,0.0001775222,0.000667214,0.0001584063,0.000359126,0.000436235,0.0007310752,0.001438876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154482,"about_ca_system_score_gemma":0.001357012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4202291,"about_ca_topic_score_gemma":0.5391918,"domain_scores_codex":[0.9998098,0.00002398728,0.00001812303,0.0000642369,0.00004778546,0.00003606534],"domain_scores_gemma":[0.9988388,0.0001942371,0.0002614771,0.00005915565,0.0002991172,0.0003472466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006342054,0.00007744488,0.9938025,0.000008100074,0.00002611464,0.00005202206,0.00008663264,0.00007001081,0.0003720385,0.00003756031,0.003591885,0.001812209],"study_design_scores_gemma":[0.000002609198,0.00001160234,0.9987805,0.000006906374,0.000005426741,0.00002007631,0.0001414318,0.0001835837,0.00004331726,0.00001017803,0.0007904303,0.000003860685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836874,0.0003666988,0.000160495,0.0006421945,0.00007628812,0.00004154126,0.007065436,0.00003276264,0.007927076],"genre_scores_gemma":[0.9841996,0.0002945849,0.0001981917,0.0001738937,0.00004162525,0.00008937511,0.004386263,0.00001837292,0.01059809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202291,"threshold_uncertainty_score":0.8355663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396817592","doi":"10.59720/22-026","title":"Mitigating microplastic exposure from water consumption in junior high students and teachers","year":2024,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Water consumption; Consumption (sociology); Mathematics education; Environmental science; Psychology; Sociology; Environmental engineering","authors":[{"name":"Joshua A Chow","is_ca":false},{"name":"Kieran Cox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179499061319472,"gpt":0.2413415887247867,"spread":0.229546598111592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007464361,0.0002883092,0.0002923752,0.0005620739,0.001197492,0.0008947061,0.0006369657,0.0004610592,0.001439014],"category_scores_gemma":[0.002118706,0.0003121399,0.0003108795,0.000464854,0.0004505606,0.0002247343,0.0009089382,0.0005247729,0.0003851264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758988,"about_ca_system_score_gemma":0.003562541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2153302,"about_ca_topic_score_gemma":0.4009011,"domain_scores_codex":[0.9993719,0.00009443985,0.00002693335,0.00006090097,0.000234413,0.0002113827],"domain_scores_gemma":[0.9982766,0.0001029268,0.0005138361,0.00004153695,0.000364519,0.0007005593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195477,0.0004894242,0.9543411,0.0001427443,0.00002937998,0.000194906,0.005241404,0.00007264745,0.004531512,0.00008204853,0.001029531,0.03364975],"study_design_scores_gemma":[0.000007336455,0.0003134809,0.9921366,0.00004874763,0.00002207372,0.00005528552,0.00504378,0.0001582073,0.0008513912,0.00003858134,0.00131303,0.00001141909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987805,0.0001041137,0.0001091158,0.0001078207,0.000006899041,0.00001991975,0.00004761469,0.000007615001,0.0008164575],"genre_scores_gemma":[0.9983583,0.0001465946,0.0004327457,0.00007874085,0.000006528777,0.00001554318,0.00007277014,0.000002557215,0.0008861693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153302,"threshold_uncertainty_score":0.4281536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387216971","doi":"10.59720/22-035","title":"Exponential regression analysis of the Canadian Zero Emission Vehicle market’s effects on climate emissions in 2030","year":2023,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Subsidy; Government (linguistics); Climate change; Greenhouse gas; Natural resource economics; Business; Market share; Environmental economics; Environmental science; Economics; Marketing; Market economy","authors":[{"name":"Aditya Ajay","is_ca":false},{"name":"Scott Kowalczewski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01282815193181589,"gpt":0.2446342304863021,"spread":0.2318060785544862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004585529,0.0006874114,0.000657009,0.001115378,0.0007886089,0.001923868,0.001283018,0.0008076386,0.00868109],"category_scores_gemma":[0.01268394,0.0002514604,0.001265765,0.001284708,0.000975997,0.001040356,0.0006834467,0.00266424,0.0007040355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008171036,"about_ca_system_score_gemma":0.01003947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8498865,"about_ca_topic_score_gemma":0.7398747,"domain_scores_codex":[0.9988123,0.0002900184,0.00003141242,0.0001932145,0.000257575,0.0004154512],"domain_scores_gemma":[0.9928738,0.004234916,0.0005921063,0.000222647,0.001770769,0.0003057169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001412621,0.000356139,0.1512274,0.0003390269,0.0005069906,0.0006316699,0.0006093248,0.6545576,0.002480211,0.09974257,0.02917814,0.05895819],"study_design_scores_gemma":[0.00004626431,0.0001194723,0.06487501,0.00003033402,0.0001331153,0.00004439515,0.0005880558,0.9214861,0.0008489629,0.005241883,0.006522469,0.00006388903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369712,0.001709645,0.0177623,0.00311986,0.0001239114,0.0001337751,0.005066333,0.0003834004,0.03472968],"genre_scores_gemma":[0.9860173,0.0004584712,0.001580475,0.0001559807,0.00002766972,0.00002492443,0.00178814,0.00004191592,0.009905188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1501135,"threshold_uncertainty_score":0.301995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400656316","doi":"10.59720/23-161","title":"The effects of age on quality of mental health during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Psychiatry; Major depressive disorder; Psychology; Prevalence of mental disorders; Public health; Pandemic; Medicine; Clinical psychology; Coronavirus disease 2019 (COVID-19); Cognition; Disease","authors":[{"name":"Alan Bui","is_ca":false},{"name":"Jacob Gaisinsky","is_ca":false},{"name":"Wendy Zhang","is_ca":false},{"name":"Marco Kurepa","is_ca":false},{"name":"Adam Gaisinsky","is_ca":false},{"name":"Massimo Sementilli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1035151827685005,"gpt":0.4655057602558188,"spread":0.3619905774873183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597113,0.0001567239,0.0003455069,0.0007836844,0.001412115,0.00128501,0.000621809,0.000438353,0.002108102],"category_scores_gemma":[0.01070776,0.0001581537,0.0006876565,0.001293722,0.000859882,0.0006680625,0.001453696,0.001188951,0.0001286352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007164518,"about_ca_system_score_gemma":0.005803619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7428338,"about_ca_topic_score_gemma":0.8199468,"domain_scores_codex":[0.9978236,0.0004651216,0.0001047567,0.0001692786,0.0004357761,0.00100135],"domain_scores_gemma":[0.9926234,0.0008586638,0.002426039,0.0002728583,0.001510858,0.00230819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008423316,0.00004220108,0.9933523,0.00001731169,0.00005407776,0.00003758944,0.0007244003,0.00007967297,0.00004400959,0.00008618121,0.0004083863,0.005069607],"study_design_scores_gemma":[6.884495e-7,0.000009980613,0.9993584,0.000009658342,0.000005136903,0.000009699897,0.0004552937,0.0000239969,0.000005941951,0.00001029649,0.0001088404,0.000002049979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925805,0.001354226,0.0000637213,0.001627982,0.00003696628,0.0000274157,0.0008903986,0.000004422468,0.003414316],"genre_scores_gemma":[0.999148,0.0003062148,0.00003491103,0.0001081182,0.0000117712,0.000004751485,0.0001891805,0.000001974558,0.000195091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7428338,"threshold_uncertainty_score":0.5173614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387226597","doi":"10.59720/18-028","title":"Efficacy of Rotten and Fresh Fruit Extracts as the Photosensitive Dye for Dye-Sensitized Solar Cells","year":2019,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Electrochemical sensors and biosensors","field":"Engineering","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 Guelph; McMaster University","funders":"","keywords":"Dye-sensitized solar cell; Electrolyte; Materials science; Auxiliary electrode; Chemistry; Electrode","authors":[{"name":"Dheiksha Jayasankar","is_ca":false},{"name":"Varsha Jayasankar","is_ca":true},{"name":"Laura Keeping","is_ca":false},{"name":"Jayasankar Subramanian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00723809875928061,"gpt":0.2136191316978034,"spread":0.2063810329385228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025802,0.0002866034,0.0002563073,0.0002189795,0.0001132198,0.0003638506,0.0001934574,0.0002756965,0.0007982403],"category_scores_gemma":[0.0002605384,0.000113861,0.0002844905,0.0002136625,0.0001339362,0.0003432624,0.0001960198,0.0003502643,0.0001742756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147176,"about_ca_system_score_gemma":0.00008612211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003764064,"about_ca_topic_score_gemma":0.0009313276,"domain_scores_codex":[0.9998127,0.00003476128,0.00001769514,0.00004336611,0.00006937615,0.00002223657],"domain_scores_gemma":[0.9998614,0.00003761721,0.0000276206,0.00001532216,0.00004379879,0.00001427438],"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":[0.00004412663,0.00002155807,0.0002268616,0.00007475253,0.000007791718,0.00002375394,0.00002126872,0.00007523831,0.9970976,0.00002264745,0.00001556025,0.002368866],"study_design_scores_gemma":[0.000002499492,0.0002310877,0.001743173,0.000007891347,0.00001239694,0.00002959482,0.00002094992,0.0001895192,0.9972409,0.000006566891,0.0005125079,0.000002909919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942286,0.0028544,0.001084521,0.00003668769,0.00001884516,0.00002743612,0.0001324022,0.00002600101,0.001591031],"genre_scores_gemma":[0.9946021,0.001597137,0.001978301,0.00003418286,0.000005428889,0.00001452316,0.0001574521,0.00001220658,0.001598796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007982403,"threshold_uncertainty_score":0.002670407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387228447","doi":"10.59720/15-011","title":"Hydrogen Sulfide Inhibits Flowering but Hastens New Leaf Growth in Bok Choy (Chinese Cabbage)","year":2015,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Plant Physiology and Cultivation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lakehead University","keywords":"Sodium hydrosulfide; Horticulture; Chemistry; Hydrogen sulfide; Brassica; Tap water; Chlorophyll; Botany; Biology; Sulfur","authors":[{"name":"Yafan Yang","is_ca":false},{"name":"Shuangshuang Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04045641143321779,"gpt":0.2432739396235879,"spread":0.2028175281903701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001050559,0.0004819184,0.0004170616,0.0003265924,0.0002880152,0.0002239147,0.0002199106,0.0002819034,0.00113912],"category_scores_gemma":[0.00008240194,0.0001704109,0.0004605971,0.0001968903,0.0002684542,0.0001748493,0.0002723098,0.0004985927,0.0002648555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046415,"about_ca_system_score_gemma":0.0002795745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0060307,"about_ca_topic_score_gemma":0.00871003,"domain_scores_codex":[0.9999224,0.00001066319,0.00001108914,0.00001634303,0.00001684613,0.0000226531],"domain_scores_gemma":[0.999866,0.00002210839,0.00002492124,0.00001428552,0.00001636491,0.00005633924],"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":[0.0003137469,0.00003753704,0.0003805007,0.00006929626,0.000007547241,0.00006998044,0.0000367662,0.00001893856,0.9983937,0.00001796328,0.00004358053,0.0006104565],"study_design_scores_gemma":[0.0001100342,0.002270141,0.04665956,0.00001557476,0.00008966401,0.0004083295,0.0002990662,0.0008043676,0.9448938,0.00007216837,0.004349702,0.00002752035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972836,0.001261655,0.0003111903,0.0001000351,0.00002754595,0.00001411635,0.0003395619,0.0001043908,0.0005577837],"genre_scores_gemma":[0.9934454,0.0008463892,0.0007339534,0.0001250824,0.00001310897,0.00003939152,0.0009132216,0.00006388871,0.003819595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0060307,"threshold_uncertainty_score":0.0119912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392138716","doi":"10.59720/20-132","title":"Analyzing the effect of mycorrhizal fungi on plant communication of nutrients","year":2024,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mycorrhizal fungi; Nutrient; Biology; Botany; Agronomy; Ecology; Horticulture; Inoculation","authors":[{"name":"Aveena Khanderia","is_ca":false},{"name":"Maya Jones","is_ca":false},{"name":"Aanya Khanderia","is_ca":false},{"name":"Jillian Varner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01121390587012901,"gpt":0.2348378304961049,"spread":0.2236239246259759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000654424,0.0003831229,0.0004585919,0.0001977208,0.0006674455,0.0005565311,0.0004534415,0.0005758228,0.001317997],"category_scores_gemma":[0.001093992,0.0002814619,0.0002375852,0.0001529062,0.0005078488,0.0006121029,0.0004221804,0.001051576,0.0001568733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007477542,"about_ca_system_score_gemma":0.0005581168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004255734,"about_ca_topic_score_gemma":0.008580174,"domain_scores_codex":[0.999427,0.0002181633,0.00003506525,0.0001275281,0.00009146745,0.0001008521],"domain_scores_gemma":[0.9970006,0.00214353,0.0002553385,0.0001366117,0.0001652004,0.000298755],"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":[0.001920009,0.0006416654,0.006774704,0.0001153642,0.00002834313,0.0001194663,0.0003818724,0.0002048411,0.9848615,0.0001583856,0.00003718187,0.004756759],"study_design_scores_gemma":[0.0002690382,0.01315768,0.2123652,0.00002890977,0.0001766507,0.0001607475,0.0009778799,0.0051338,0.7647105,0.0004628012,0.002493243,0.0000635355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981145,0.0001962086,0.0005927702,0.00003935149,0.00001325454,0.00004231892,0.00004840625,0.00001078624,0.0009424855],"genre_scores_gemma":[0.9956557,0.0001647716,0.002538055,0.00008411858,0.00001248288,0.0001052055,0.00007048938,0.000009223279,0.001359995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004255734,"threshold_uncertainty_score":0.008461952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387226457","doi":"10.59720/19-107","title":"Temperatures of 20°C Produce Increased Net Primary Production in Chlorella sp.","year":2020,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Milton District Hospital","funders":"","keywords":"Photosynthesis; Autotroph; Chlorella; Carbon dioxide; Primary production; RuBisCO; Chemistry; Sugar; Botany; Algae; Environmental chemistry; Biology; Ecology; Ecosystem; Biochemistry","authors":[{"name":"Kiran J. Biddinger","is_ca":true},{"name":"Emma Bradley","is_ca":true},{"name":"Julie Seplaki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01843498207189988,"gpt":0.2308221628781417,"spread":0.2123871808062418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002235508,0.000617531,0.0006367878,0.0002391917,0.000280122,0.0005279535,0.000277245,0.0004854896,0.001087741],"category_scores_gemma":[0.0004093481,0.0003439781,0.0006328434,0.0003088011,0.0002890592,0.0003754105,0.0005126892,0.0008578308,0.0004598128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689253,"about_ca_system_score_gemma":0.0004418323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379184,"about_ca_topic_score_gemma":0.004032767,"domain_scores_codex":[0.9996432,0.00004312683,0.00003827996,0.00008794165,0.0001015792,0.0000858904],"domain_scores_gemma":[0.9995233,0.00009314145,0.0001075209,0.00005119593,0.0001189825,0.0001058818],"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":[0.0001872423,0.0000374406,0.0003293499,0.00006214044,0.000006066586,0.00002641309,0.00003302313,0.00005709238,0.9987248,0.00001383065,0.00004360496,0.0004789349],"study_design_scores_gemma":[0.00003780429,0.000925776,0.03642456,0.00002077869,0.00003390639,0.0001368981,0.0001880541,0.0006890006,0.9596186,0.0000618385,0.001827998,0.00003483179],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953435,0.000707153,0.0009483898,0.0001553589,0.00007484283,0.00003830078,0.001306209,0.0001180922,0.001308158],"genre_scores_gemma":[0.9931445,0.0003801321,0.002581665,0.0001744531,0.00001329503,0.00008555375,0.00149399,0.00005730386,0.002069106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003379184,"threshold_uncertainty_score":0.006719053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387217342","doi":"10.59720/20-157","title":"The Impact of the COVID-19 Pandemic on Mental Health of Teens","year":2020,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"COVID-19 and Mental Health","field":"Psychology","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 Waterloo; McMaster University","funders":"","keywords":"Worry; Mental health; Pandemic; Mood; Feeling; Coping (psychology); Psychiatry; Population; Psychology; Coronavirus disease 2019 (COVID-19); Loneliness; Psychological intervention; Medicine; Anxiety; Clinical psychology; Environmental health; Disease; Social psychology; Infectious disease (medical specialty)","authors":[{"name":"Afaf Saqib Qureshi","is_ca":false},{"name":"Shamaila Fraz","is_ca":true},{"name":"Kiran Saqib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1618461892371438,"gpt":0.4666606126757016,"spread":0.3048144234385577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262699,0.0001161596,0.0001569518,0.0003999463,0.0007870837,0.0008576302,0.0001509147,0.0002996032,0.002257032],"category_scores_gemma":[0.001984177,0.0001267299,0.0002764798,0.0002827003,0.0004129408,0.0005196088,0.0007896913,0.000791942,0.0001297823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005200707,"about_ca_system_score_gemma":0.0009472801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008932621,"about_ca_topic_score_gemma":0.02194855,"domain_scores_codex":[0.9996085,0.0001258595,0.00002417133,0.00002648198,0.00007013063,0.0001448996],"domain_scores_gemma":[0.9990613,0.0001632146,0.0003246619,0.00001785484,0.0001106522,0.0003223622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002783657,0.0001107607,0.9846776,0.00005858675,0.00001981381,0.0005695376,0.005151511,0.00001119204,0.0002259786,0.00015461,0.0005094187,0.00848325],"study_design_scores_gemma":[0.000003380135,0.0002408822,0.9681175,0.0001634534,0.00002477103,0.0009973453,0.02804303,0.00004820959,0.0001099381,0.00009819675,0.002145873,0.000007315274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968216,0.0007100804,0.00002703007,0.0007203982,0.00003074363,0.00001169028,0.00008889154,0.00000102263,0.001588383],"genre_scores_gemma":[0.9987102,0.0008359512,0.00004008901,0.0001839142,0.00001839546,0.000006030135,0.00003476841,7.309833e-7,0.0001698353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008932621,"threshold_uncertainty_score":0.01776123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387217231","doi":"10.59720/21-240","title":"Design and implementation of a cryptographically secure electronic voting infrastructure","year":2022,"lang":"en","type":"article","venue":"Journal of Emerging Investigators","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; York University","keywords":"Electronic voting; Computer security; NIST; Cryptography; Voting; Computer science; Confidentiality; Encryption; Internet privacy; Law","authors":[{"name":"Danielle Park","is_ca":false},{"name":"Moshe Satt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007535178451740942,"gpt":0.2445401159850172,"spread":0.2370049375332763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008785094,0.0003419718,0.0002986829,0.0005516583,0.0005862681,0.001359747,0.001851582,0.001021246,0.002773625],"category_scores_gemma":[0.001522577,0.0004579803,0.0004251435,0.0002266314,0.0005730166,0.001350629,0.00112691,0.001026476,0.001364637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668355,"about_ca_system_score_gemma":0.001739404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006291365,"about_ca_topic_score_gemma":0.0005795482,"domain_scores_codex":[0.9988871,0.0001749507,0.000104693,0.0001613241,0.0004573248,0.0002145422],"domain_scores_gemma":[0.9989985,0.0001172486,0.0001632392,0.0002574573,0.0003713209,0.00009225479],"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":[0.0007891552,0.00140548,0.01147408,0.0009708492,0.0001712377,0.001911774,0.001073035,0.1187701,0.3496181,0.1786665,0.006033526,0.3291162],"study_design_scores_gemma":[0.0002137119,0.002223711,0.004065781,0.0001193771,0.0002171034,0.001231125,0.0002464464,0.5528656,0.3499307,0.01141608,0.07736104,0.0001094805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1169515,0.0001874796,0.8524073,0.0006184547,0.0001389496,0.001910613,0.00009934865,0.004010438,0.02367585],"genre_scores_gemma":[0.7023026,0.0001454871,0.2887894,0.0001737524,0.00002598507,0.0005170247,0.0001162624,0.0001197581,0.007809793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002773625,"threshold_uncertainty_score":0.009278655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}