{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":30,"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":"5cba36f6482e","filters":{"venue":"University of Ottawa Science Undergraduate Research Journal"}},"results":[{"id":"W2902832840","doi":"10.18192/osurj.v1i1.3696","title":"Comparison of regenerative neurogenesis in response to CNS injury between adult zebrafish and mice","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Neurogenesis; Zebrafish; Neuroscience; Gliosis; Spinal cord injury; Central nervous system; Biology; Regeneration (biology); Astrocyte; Neural stem cell; Glial scar; Population; Spinal cord; Cell biology; Stem cell; Medicine","authors":[{"name":"Kuan-En Chung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08188115417659869,"gpt":0.3699263276238905,"spread":0.2880451734472918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531578,0.0003528595,0.0003066942,0.001239599,0.0002621021,0.0003085083,0.0002565323,0.0003886161,0.002682465],"category_scores_gemma":[0.0002207755,0.0002473713,0.0004045948,0.000222172,0.0003809575,0.0003885951,0.0002913351,0.0008443008,0.0004772164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005982065,"about_ca_system_score_gemma":0.0003717806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003942957,"about_ca_topic_score_gemma":0.005072413,"domain_scores_codex":[0.999817,0.00001121688,0.00002630459,0.00004700181,0.00004822346,0.00005019269],"domain_scores_gemma":[0.9997063,0.00003558855,0.00007964866,0.00001664697,0.00004620212,0.0001155602],"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":[0.0006036336,0.00004620699,0.0009603625,0.00007224471,0.00001573378,0.0001182513,0.00009905562,0.00007335141,0.9954031,0.000301492,0.0001335532,0.002172922],"study_design_scores_gemma":[0.0001460928,0.002923733,0.08699588,0.00007634251,0.0001478479,0.0009121012,0.0004759316,0.001026558,0.9002659,0.0004373323,0.006536257,0.00005594837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987893,0.001354372,0.002289079,0.0001654488,0.00005799984,0.00008304948,0.003363538,0.0001623501,0.004631],"genre_scores_gemma":[0.9767521,0.001970127,0.004057124,0.0002488564,0.00001568338,0.0004008744,0.003081303,0.0001182252,0.01335571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003942957,"threshold_uncertainty_score":0.008973777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902851710","doi":"10.18192/osurj.v1i1.3690","title":"Chromosomal instability and aneuploidy: a conundrum in cancer evolution","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aneuploidy; Chromosome instability; Genome instability; Biology; Cancer; Chromothripsis; Spindle checkpoint; Cancer research; Genetics; Chromosome; Gene; DNA damage; Kinetochore; DNA","authors":[{"name":"Jasmin Ali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02175731525945031,"gpt":0.3083454256224266,"spread":0.2865881103629763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002532986,0.0003814888,0.001243465,0.001458637,0.001308179,0.003467817,0.001131973,0.00252547,0.001788615],"category_scores_gemma":[0.002582985,0.0002701658,0.0002831889,0.001990458,0.0066041,0.00693266,0.002029221,0.003706573,0.0004671087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004218886,"about_ca_system_score_gemma":0.003643493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038502,"about_ca_topic_score_gemma":0.01466645,"domain_scores_codex":[0.9989599,0.0002654395,0.0001168372,0.0002034439,0.0003289274,0.0001254119],"domain_scores_gemma":[0.9980762,0.0008069611,0.0002341542,0.0001357465,0.0003918935,0.0003550134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003281267,0.00004536926,0.01148549,0.003977832,0.0001482628,0.001696427,0.005225726,0.00164005,0.009907762,0.382516,0.02076952,0.5622594],"study_design_scores_gemma":[0.00002328982,0.0002490679,0.01768838,0.002149332,0.0000961429,0.003432974,0.004804308,0.000798159,0.00333137,0.2780983,0.6891769,0.0001517121],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01736982,0.9066839,0.004795637,0.05828823,0.001598124,0.00001592499,0.00009589942,0.00005851288,0.01109402],"genre_scores_gemma":[0.1319881,0.8475263,0.003886098,0.007647912,0.001923303,0.00002379932,0.00010979,0.00003567573,0.006859105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01038502,"threshold_uncertainty_score":0.03061032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902117863","doi":"10.18192/osurj.v1i1.3699","title":"Examining estradiols neuroprotective abilities and mechanisms of action in cerebrovascular accidents and neurodegenerative conditions","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Neuroprotection; Neuroscience; Population; Hormone; Medicine; Action (physics); Scope (computer science); Stroke (engine); Psychology; Intensive care medicine; Environmental health; Computer science; Endocrinology; Engineering","authors":[{"name":"Sukanthatulsee Uthayabalan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1147158512911678,"gpt":0.3770918320187051,"spread":0.2623759807275373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006005541,0.0001958014,0.000445111,0.0009185641,0.0002456014,0.0004817997,0.0002222786,0.0003204266,0.002201963],"category_scores_gemma":[0.0005195336,0.0000994492,0.0004685491,0.0006632996,0.0002486574,0.0003007356,0.0002141481,0.0003559912,0.0002304127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294968,"about_ca_system_score_gemma":0.000951512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002813477,"about_ca_topic_score_gemma":0.007238528,"domain_scores_codex":[0.9998758,0.0000367455,0.00001580549,0.00001642239,0.00003213201,0.00002300905],"domain_scores_gemma":[0.9998438,0.00005418572,0.00003486233,0.000006527221,0.0000449349,0.00001573315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006764264,0.001074538,0.06371728,0.02179623,0.001324482,0.002243142,0.001447459,0.0006096314,0.07882933,0.005499893,0.009018512,0.8076752],"study_design_scores_gemma":[0.0006286576,0.01775045,0.4166571,0.006785573,0.005557612,0.007323227,0.00506273,0.0004726874,0.08050393,0.00694888,0.4521838,0.0001254253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1736999,0.8115445,0.0005219776,0.001546685,0.0002805348,0.0001328652,0.0006291792,0.00001860667,0.01162575],"genre_scores_gemma":[0.3556487,0.6347941,0.001782109,0.0007894817,0.0003060763,0.0001024872,0.0004455617,0.00000650862,0.006125007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002813477,"threshold_uncertainty_score":0.007366359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411242477","doi":"10.18192/osurj.v4i1.7311","title":"Neurobiological Delusions: Regional Cerebral Blood Flow insights into Cotard’s Syndrome and Schizophrenia","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Spatial Neglect and Hemispheric Dysfunction","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Cerebral blood flow; Schizophrenia (object-oriented programming); Neuroscience; Psychology; Medicine; Psychiatry; Cardiology","authors":[{"name":"Nur Zeynep Camci","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03177172132942992,"gpt":0.2850919539422356,"spread":0.2533202326128057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001929115,0.0003495129,0.0001755803,0.001185047,0.000239688,0.000307839,0.0001729397,0.0004237383,0.001243167],"category_scores_gemma":[0.0003188243,0.000159211,0.0001259106,0.0002977106,0.0009358569,0.0003427026,0.0003302047,0.0003228262,0.00007229094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748015,"about_ca_system_score_gemma":0.0005086343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008070973,"about_ca_topic_score_gemma":0.01157909,"domain_scores_codex":[0.9999565,0.00000984283,0.000005208464,0.000006226026,0.000009945974,0.00001224304],"domain_scores_gemma":[0.9998837,0.00002506753,0.00004523656,0.000005696689,0.00001162542,0.00002864004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001630578,0.0003231578,0.4713131,0.0004479579,0.0001307721,0.1702767,0.002866307,0.0006971612,0.2852472,0.003876346,0.000627886,0.06256292],"study_design_scores_gemma":[0.00005007592,0.0006789453,0.8699639,0.00008800323,0.00005787575,0.1126105,0.001766608,0.001170169,0.009282672,0.002323413,0.001970349,0.00003753605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935821,0.003096423,0.0004747823,0.0004564897,0.00001263292,0.00001536912,0.00004540351,0.00001040361,0.00230631],"genre_scores_gemma":[0.9979699,0.001322028,0.0003639349,0.00007937221,0.0000144562,0.000004297422,0.00002556146,0.000001227486,0.0002191478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008070973,"threshold_uncertainty_score":0.01604801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241925","doi":"10.18192/osurj.v4i1.7303","title":"Chinese Medicine as an Alternative Treatment for Adults with Hypercholesterolemia: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Alternative medicine; Familial hypercholesterolemia; Traditional Chinese medicine; Systematic review; Traditional medicine; Intensive care medicine; MEDLINE; Internal medicine; Political science; Pathology; Cholesterol","authors":[{"name":"Tasfia Hussain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08115176018904255,"gpt":0.4330559277293972,"spread":0.3519041675403546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006554983,0.001098809,0.0063218,0.005910752,0.0005791663,0.002258788,0.001236908,0.001975497,0.004246667],"category_scores_gemma":[0.02088834,0.0005986203,0.005051232,0.007200292,0.0007388776,0.001900981,0.0009117993,0.001045013,0.0002062847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324184,"about_ca_system_score_gemma":0.01144342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00836421,"about_ca_topic_score_gemma":0.02307382,"domain_scores_codex":[0.9945171,0.002446579,0.001374028,0.0003627589,0.001121648,0.0001778484],"domain_scores_gemma":[0.986522,0.009748431,0.002293654,0.0001555202,0.001069555,0.0002108168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002129717,0.00001887489,0.000681599,0.9656438,0.006520905,0.00008154739,0.0001615296,0.00005623537,0.000110362,0.0002057185,0.001301908,0.02500449],"study_design_scores_gemma":[0.0004361554,0.0003307629,0.005312513,0.9092598,0.0669236,0.0003354616,0.0003743958,0.00013446,0.0001720893,0.0003255411,0.01635894,0.00003633632],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009243509,0.9980326,0.00006936414,0.0002922184,0.00009203472,0.0002733129,0.0001353011,0.000003810243,0.0001769965],"genre_scores_gemma":[0.01713186,0.9807072,0.0004712222,0.0006956688,0.000109048,0.00062421,0.0001342883,0.000002225138,0.0001242744],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00836421,"threshold_uncertainty_score":0.03466642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902685731","doi":"10.18192/osurj.v1i1.3681","title":"Shocking the brain to regain motor function : a non-invasive therapy for stroke patients","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Transcranial direct-current stimulation; Stroke (engine); Context (archaeology); Neuroscience; Brain stimulation; Stimulation; Medicine; Physical medicine and rehabilitation; Scalp; Psychology; Surgery; Biology","authors":[{"name":"Michael Min Wah Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0696392988049029,"gpt":0.3333285384631943,"spread":0.2636892396582914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009911208,0.000138138,0.0002444723,0.0001607486,0.0003592988,0.0002482883,0.000126952,0.0003307422,0.002930537],"category_scores_gemma":[0.0002691333,0.0000387053,0.0002082348,0.0001559847,0.0001276569,0.0002759671,0.0001747532,0.0003416004,0.0005762231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672888,"about_ca_system_score_gemma":0.0003093159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003430347,"about_ca_topic_score_gemma":0.001264798,"domain_scores_codex":[0.9999636,0.000007469034,0.000006569447,0.000004012553,0.000009126926,0.000009083189],"domain_scores_gemma":[0.9999603,0.000006235962,0.000007615588,0.000002033778,0.000006782546,0.00001698343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001828409,0.003085924,0.02935099,0.001401499,0.00008899118,0.005216482,0.001361312,0.0002196114,0.02528927,0.001152742,0.01101552,0.9199892],"study_design_scores_gemma":[0.001894163,0.03071135,0.7075394,0.001951768,0.0005532123,0.05786349,0.006048223,0.001376198,0.02819615,0.006790156,0.1569031,0.0001727053],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542171,0.01728624,0.002925006,0.006612187,0.0002975277,0.0002879678,0.0001205061,0.00008671862,0.01816664],"genre_scores_gemma":[0.9742417,0.013771,0.003102204,0.001771845,0.0002555161,0.0002134095,0.0001311763,0.000007939892,0.006505128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002930537,"threshold_uncertainty_score":0.009803653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971601069","doi":"10.18192/osurj.v2i1.4173","title":"Medicinal Marijuana: A Promising Potential Treatment for Obstructive Sleep Apnea","year":2019,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Disease; Apnea; Sleep disorder; Continuous positive airway pressure; Intensive care medicine; Insomnia; Anesthesia; Internal medicine; Psychiatry","authors":[{"name":"Gurvir Rai","is_ca":true},{"name":"Anokhee Thakker","is_ca":false},{"name":"Hasti Patel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02994528383861309,"gpt":0.3259815249980048,"spread":0.2960362411593916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001527363,0.0003113891,0.0003687594,0.0008467122,0.0004764262,0.0004856192,0.0002840003,0.0006131466,0.008903007],"category_scores_gemma":[0.0001665101,0.0001062296,0.0003772776,0.0004033729,0.0002866805,0.0003754871,0.000373923,0.001121848,0.001580267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446896,"about_ca_system_score_gemma":0.0004185628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546215,"about_ca_topic_score_gemma":0.008981693,"domain_scores_codex":[0.9999468,0.000009596087,0.00000357772,0.000008573327,0.00002194305,0.000009433978],"domain_scores_gemma":[0.9999285,0.0000168552,0.00001341519,0.000002911493,0.00001966861,0.00001856278],"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":[0.0007172421,0.001038288,0.001812803,0.005349,0.0001390548,0.001872911,0.0001887165,0.0002607962,0.07173362,0.007036683,0.02153478,0.888316],"study_design_scores_gemma":[0.0004248372,0.004350874,0.0226106,0.002924653,0.0003629022,0.00909007,0.0004643708,0.0008582638,0.02973923,0.007004291,0.9220733,0.0000965802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.04563924,0.9075979,0.00247083,0.01027597,0.001359696,0.0001235437,0.0004525854,0.0001644417,0.03191575],"genre_scores_gemma":[0.184753,0.7835259,0.005133996,0.003359653,0.001048884,0.00007783437,0.000309515,0.00002776475,0.02176348],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008903007,"threshold_uncertainty_score":0.02978349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901999459","doi":"10.18192/osurj.v1i1.3720","title":"Optimization of reverse osmosis flowback water treatment using halotolerant microbes naturally enriched in fractured shales","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Guar gum; Reverse osmosis; Wastewater; Produced water; Pulp and paper industry; Chemistry; Environmental science; Fouling; Water treatment; Halotolerance; Environmental engineering; Membrane; Bacteria; Biology; Food science; Engineering","authors":[{"name":"Mark Cahalan","is_ca":true},{"name":"David Moskal","is_ca":true},{"name":"Cimon Song","is_ca":true},{"name":"Jianhan Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02472240821469979,"gpt":0.2793268227431511,"spread":0.2546044145284513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003307917,0.0005324569,0.000498798,0.0002407377,0.0002484526,0.0007770453,0.0002962764,0.000423149,0.0003724271],"category_scores_gemma":[0.0002691369,0.0001628236,0.0004767237,0.0002206897,0.0002142482,0.0003987506,0.0003739535,0.0005127544,0.0001385032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311991,"about_ca_system_score_gemma":0.0005913191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292625,"about_ca_topic_score_gemma":0.006220385,"domain_scores_codex":[0.9997621,0.00003396915,0.00002808862,0.00004577654,0.00006978438,0.0000601361],"domain_scores_gemma":[0.9998817,0.00001958923,0.00003094138,0.000007624466,0.00003112255,0.00002897239],"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":[0.0001082142,0.0001703641,0.0004550291,0.00006122546,0.000006389631,0.00004451615,0.00002503792,0.0006236281,0.9962006,0.00003493059,0.00002132468,0.00224873],"study_design_scores_gemma":[0.00001872058,0.001341267,0.003358244,0.000008950023,0.00002350045,0.00003217885,0.0001103528,0.002931123,0.9916259,0.00002403612,0.0005113161,0.00001438001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983902,0.0001052268,0.0009953312,0.0000373301,0.000007506758,0.00005079513,0.00009628417,0.00002346874,0.0002938296],"genre_scores_gemma":[0.9925541,0.0003919514,0.006018979,0.00002545064,0.00000303069,0.00007793171,0.0001878755,0.00001245981,0.0007281583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00292625,"threshold_uncertainty_score":0.005818367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903334106","doi":"10.18192/osurj.v1i1.3717","title":"Reducing volatile organic compound emissions with a biofilter inoculated with synthetically engineered Escherichia coli","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Biofilter; Pollutant; Environmental chemistry; Waste management; Methane; Environmental science; Volatile organic compound; BTEX; Microorganism; Chemistry; Benzene; Bacteria; Environmental engineering; Biology; Ethylbenzene; Organic chemistry","authors":[{"name":"Mihai Dumbravă","is_ca":true},{"name":"Cindy Kao","is_ca":true},{"name":"Daniel Lee","is_ca":true},{"name":"Inmo Sung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01801759408803157,"gpt":0.2551901356410177,"spread":0.2371725415529862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514084,0.0005482855,0.0003382374,0.000177325,0.0002475341,0.0009209074,0.0004570691,0.0004186067,0.0006057205],"category_scores_gemma":[0.0003189806,0.0001313691,0.0004260988,0.0002089502,0.0002558515,0.0002980605,0.0003592178,0.0004716309,0.000173131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004626256,"about_ca_system_score_gemma":0.0006535648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198434,"about_ca_topic_score_gemma":0.01379172,"domain_scores_codex":[0.9996275,0.00002869464,0.00004531728,0.00008193238,0.0001195624,0.00009712467],"domain_scores_gemma":[0.9998031,0.00003932622,0.00004638116,0.00002105633,0.00004170121,0.00004842086],"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":[0.0001242761,0.0001805624,0.0007070439,0.00003507559,0.00001252545,0.00003347409,0.00003307322,0.0001222637,0.9965823,0.00003123722,0.0000520357,0.002086173],"study_design_scores_gemma":[0.00002609575,0.0008561558,0.004328912,0.000009551107,0.00002882356,0.00005203999,0.00009601909,0.001182295,0.9926644,0.00001318932,0.0007329782,0.000009452355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973267,0.0001221684,0.001484717,0.0001672682,0.00004729079,0.00004330155,0.0001645253,0.00007114593,0.0005728686],"genre_scores_gemma":[0.9859626,0.0003272555,0.01071503,0.0001228109,0.00001004593,0.00004132671,0.0004777932,0.00002630832,0.00231682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9880157,"threshold_uncertainty_score":0.02382916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241750","doi":"10.18192/osurj.v4i1.7419","title":"Sociodemographic factors associated with access to preventative care for children","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Preventive care; Psychology; Environmental health; Health care; Political science","authors":[{"name":"Varna Prapakaran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1044665090670631,"gpt":0.4647710854999229,"spread":0.3603045764328597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007516268,0.0001414386,0.0001714041,0.000684749,0.000394491,0.0004475713,0.0002913481,0.0002637485,0.005689448],"category_scores_gemma":[0.005484425,0.0001202757,0.0004348678,0.0007856076,0.0002413863,0.0003515058,0.000488446,0.0005784095,0.000277519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371877,"about_ca_system_score_gemma":0.0009373944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01409829,"about_ca_topic_score_gemma":0.02339372,"domain_scores_codex":[0.9992167,0.0002238639,0.0001151735,0.00008979112,0.0002057828,0.0001486287],"domain_scores_gemma":[0.996642,0.0008550038,0.001777137,0.0001269603,0.0002288741,0.0003700767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009793502,0.00002797724,0.9979128,0.0000199621,0.00002377005,0.00002599923,0.00009196043,0.00001950658,0.00002405754,0.0000390524,0.0001197854,0.001685384],"study_design_scores_gemma":[7.308205e-7,0.00002013427,0.9992556,0.00002686763,0.00000984189,0.00006135012,0.0002718124,0.00003117582,0.0000189079,0.00001975896,0.0002822735,0.000001501458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948277,0.0007895243,0.000101404,0.0004486858,0.00001065904,0.00002238122,0.001322218,0.000003876741,0.002473619],"genre_scores_gemma":[0.9983511,0.0005021594,0.0001875813,0.00005768795,0.0000107926,0.00002658761,0.0004913868,0.000001828111,0.000370897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409829,"threshold_uncertainty_score":0.02803242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902082626","doi":"10.18192/osurj.v1i1.3702","title":"Expressing the randomity of events – An analysis of random number generation with given distributions","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Inverse distribution; Monte Carlo method; Computer science; Computation; Probability distribution; Simple (philosophy); Point (geometry); Algorithm; Mathematics; Statistics; Heavy-tailed distribution","authors":[{"name":"Carl Zhou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1013771250898417,"gpt":0.4117766050021003,"spread":0.3103994799122586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03553019,0.001153673,0.001708881,0.002850719,0.0008676655,0.004278233,0.003129696,0.002200038,0.004041817],"category_scores_gemma":[0.1365105,0.0008265253,0.001698767,0.002195792,0.006099524,0.00779706,0.002586415,0.003273127,0.0007623207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346881,"about_ca_system_score_gemma":0.001540656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227163,"about_ca_topic_score_gemma":0.000652992,"domain_scores_codex":[0.9789488,0.01466806,0.0008224323,0.00190948,0.003167395,0.0004839157],"domain_scores_gemma":[0.8420463,0.1404537,0.007027867,0.007335217,0.002629014,0.0005078948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002842351,0.00002201658,0.001431934,0.0001237615,0.00005199904,0.0001076851,0.0003066798,0.09686004,0.0004178262,0.8845767,0.0004111296,0.01566191],"study_design_scores_gemma":[0.00001646501,0.00005243089,0.0004504721,0.00008960784,0.00002523047,0.0001919575,0.00008823349,0.4451727,0.0005676091,0.5513178,0.001993486,0.00003403138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003821696,0.0001483491,0.9944901,0.0002617273,0.00001560571,0.00006192892,0.00003199499,0.00005809511,0.001110466],"genre_scores_gemma":[0.3629843,0.001286392,0.630254,0.0004406279,0.0001843767,0.00110497,0.0002646414,0.0002305598,0.00325019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03553019,"threshold_uncertainty_score":0.1879039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241793","doi":"10.18192/osurj.v4i1.7309","title":"Flow Cytometry and Pharmacological Approaches Reveal Senescence Mechanisms in Breast Cancer","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Flow cytometry; Senescence; Breast cancer; Cellular senescence; Biology; Computational biology; Cancer; Cancer research; Medicine; Internal medicine; Cell biology; Immunology; Genetics; Phenotype; Gene","authors":[{"name":"Sofea Prabaharan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07690319259598392,"gpt":0.3750051008433844,"spread":0.2981019082474005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358686,0.0006300597,0.0005753768,0.00151009,0.0005075014,0.001077872,0.0007042516,0.001470487,0.001509687],"category_scores_gemma":[0.0008240442,0.0003451073,0.000675145,0.000697016,0.0009008963,0.001356775,0.0006078506,0.002576663,0.0004852625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009135421,"about_ca_system_score_gemma":0.0004144419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005320178,"about_ca_topic_score_gemma":0.0008585574,"domain_scores_codex":[0.9993268,0.0001140329,0.00004564547,0.0001642196,0.0002493039,0.0001000343],"domain_scores_gemma":[0.9993782,0.0001940723,0.0001545759,0.00006388618,0.0001607246,0.00004856257],"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":[0.0002542693,0.0001613148,0.001291718,0.0005916514,0.00005834093,0.00008815766,0.0001481658,0.0002008311,0.9506262,0.003579054,0.001080579,0.04191973],"study_design_scores_gemma":[0.00007257076,0.0007679096,0.01481486,0.00006305388,0.0001143585,0.001108993,0.0002422179,0.003438309,0.9469392,0.004181228,0.02819091,0.00006633992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.518355,0.1515762,0.2891794,0.01367557,0.002264858,0.0006530741,0.001380793,0.001823922,0.02109103],"genre_scores_gemma":[0.8726289,0.05030197,0.0582394,0.005794419,0.0006315119,0.000676372,0.000646572,0.000086739,0.01099402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151009,"threshold_uncertainty_score":0.007185519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241736","doi":"10.18192/osurj.v4i1.7310","title":"Targeted genomic profiling identifies a Thai-specific variant in SCN5A contributing to Brugada syndrome","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Brugada syndrome; Computational biology; Profiling (computer programming); Genetics; Biology; Medicine; Computer science; Internal medicine","authors":[{"name":"Marwan Bakr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0200152494508234,"gpt":0.3047781653584046,"spread":0.2847629159075812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001157891,0.0002652366,0.0001800776,0.0005210566,0.0002481047,0.0003996977,0.0001104436,0.0004166231,0.001533194],"category_scores_gemma":[0.0006755222,0.00009659975,0.0002835996,0.0005329067,0.0002531221,0.00008592352,0.0002827198,0.0003261788,0.0002280048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068505,"about_ca_system_score_gemma":0.0001143882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001910908,"about_ca_topic_score_gemma":0.00271342,"domain_scores_codex":[0.9998196,0.00003074559,0.00001826027,0.00004906051,0.00004776424,0.00003456628],"domain_scores_gemma":[0.9997515,0.00009116757,0.00006435959,0.00001326578,0.00002360024,0.00005615921],"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":[0.001040415,0.0001245505,0.3220781,0.0001545347,0.0001897544,0.04934802,0.001611246,0.0007497343,0.5871271,0.0005583222,0.0008580328,0.0361602],"study_design_scores_gemma":[0.00004938472,0.0005657887,0.8914781,0.00009921395,0.0002327828,0.06415977,0.001510959,0.002760815,0.03430721,0.0007164131,0.004083332,0.00003631285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995872,0.0003053808,0.001891934,0.0001442615,0.00002031314,0.00001598041,0.0003635189,0.00002212606,0.001364521],"genre_scores_gemma":[0.9985093,0.0001645544,0.0006810667,0.0001170086,0.00001021309,0.000003516086,0.0002302974,0.000008235847,0.0002758061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001910908,"threshold_uncertainty_score":0.00512898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902987256","doi":"10.18192/osurj.v1i1.3711","title":"Taking the hydro out of hydrofracturing: Application of ultra-light weight proppants to cryogenic liquid nitrogen as a fracturing fluid","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Fracturing fluid; Petroleum engineering; Greenhouse gas; Liquid nitrogen; Environmental science; Fossil fuel; Materials science; Waste management; Engineering; Geology; Chemistry","authors":[{"name":"Amna Ahmed","is_ca":false},{"name":"Teresa Zhu","is_ca":false},{"name":"Amna Majeed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01897246923753727,"gpt":0.2825760814915078,"spread":0.2636036122539706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200574,0.0002910269,0.0001850792,0.0002836234,0.0002325041,0.0002748061,0.0002369468,0.0002136444,0.001108582],"category_scores_gemma":[0.0002702895,0.00009703894,0.0002325757,0.0001785815,0.000319908,0.000453928,0.0003744255,0.0003144182,0.0001599737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707872,"about_ca_system_score_gemma":0.0002191757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230902,"about_ca_topic_score_gemma":0.004658047,"domain_scores_codex":[0.9998845,0.0000146405,0.000007954955,0.0000211826,0.00004999485,0.00002169373],"domain_scores_gemma":[0.9998426,0.0000371604,0.00004721629,0.0000130118,0.0000362582,0.00002372833],"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":[0.0001368153,0.00004232719,0.0006744429,0.0001335468,0.00000669329,0.0001636905,0.00006570127,0.0002986923,0.9910754,0.00009622004,0.0000407396,0.00726564],"study_design_scores_gemma":[0.000009346443,0.001369042,0.004725,0.00002393048,0.00002279532,0.0001991115,0.0001507617,0.001336158,0.9886026,0.00005725467,0.00348815,0.00001598368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994825,0.00120921,0.002035094,0.0001094211,0.00003253434,0.00003778245,0.00004704187,0.00002094598,0.001683075],"genre_scores_gemma":[0.9916161,0.001128442,0.005490353,0.00005683303,0.00001135456,0.00002375561,0.00005308041,0.00001370867,0.001606309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001230902,"threshold_uncertainty_score":0.003708601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902259155","doi":"10.18192/osurj.v1i1.3714","title":"The effects of radium-226 in cattle and predicted impacts of cancer","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Radium; Bioaccumulation; Biomagnification; Radioecology; Radionuclide; Environmental science; Environmental chemistry; Radiochemistry; Chemistry; Physics","authors":[{"name":"Nayha Eijaz","is_ca":true},{"name":"Bhairavei Gnanamanogaran","is_ca":true},{"name":"Paras Kapoor","is_ca":true},{"name":"Saranya Naraentheraraja","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05496048950685938,"gpt":0.4211076731100319,"spread":0.3661471836031726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006157969,0.0001718094,0.000160072,0.0005207716,0.0002748553,0.0005792066,0.0002949259,0.0004179263,0.00138233],"category_scores_gemma":[0.0009931078,0.000153498,0.0002413269,0.0005643495,0.0003806382,0.000224548,0.000239129,0.0002614475,0.000308671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859528,"about_ca_system_score_gemma":0.0005841745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06482137,"about_ca_topic_score_gemma":0.07460482,"domain_scores_codex":[0.9997273,0.0001006766,0.000008141,0.00003652951,0.00004953673,0.00007783752],"domain_scores_gemma":[0.9996213,0.0001543006,0.00009285363,0.00001592844,0.00006560917,0.0000499392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005765322,0.0000383107,0.9899275,0.00003145006,0.00004943921,0.0001412674,0.0001778402,0.001926608,0.002469239,0.0001632553,0.0001242491,0.004374267],"study_design_scores_gemma":[0.000007151367,0.0004229596,0.9925402,0.0000165927,0.00004901448,0.0002561632,0.0008926542,0.002067374,0.002767176,0.0002112475,0.0007621387,0.000007465819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986193,0.0002928481,0.0001266926,0.00005842848,0.000001795678,0.000002176331,0.0002969221,0.000005068398,0.0005968062],"genre_scores_gemma":[0.9985383,0.0002760894,0.0001411943,0.00001762593,0.000001959861,0.000002442461,0.0001888778,0.000001773701,0.0008318615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06482137,"threshold_uncertainty_score":0.1288881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901991656","doi":"10.18192/osurj.v1i1.3705","title":"Investigating graphene oxide permeable reactive barriers for filtering groundwater contaminated from hydraulic fracturing","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Groundwater; Permeable reactive barrier; Wastewater; Hydraulic fracturing; Contamination; Environmental science; Filtration (mathematics); Zerovalent iron; Extraction (chemistry); Environmental remediation; Waste management; Environmental engineering; Chemistry; Petroleum engineering; Adsorption; Geology","authors":[{"name":"Zifeng An","is_ca":true},{"name":"Konrad Grala","is_ca":true},{"name":"Aakanx Panchal","is_ca":true},{"name":"Kunjan Trivedi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02399812999464753,"gpt":0.2622304428608599,"spread":0.2382323128662124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001941769,0.0003215953,0.0001995928,0.0002849077,0.0002366971,0.0004001778,0.0003192888,0.0005621157,0.0005464285],"category_scores_gemma":[0.0002686405,0.0001582039,0.0003219064,0.0001727046,0.0001698949,0.0005438464,0.0001841224,0.0003007023,0.000175227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881259,"about_ca_system_score_gemma":0.0001936957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704004,"about_ca_topic_score_gemma":0.003434335,"domain_scores_codex":[0.9998753,0.00001451029,0.000004705907,0.0000191629,0.00004999841,0.00003640647],"domain_scores_gemma":[0.9999076,0.00002809753,0.00001879129,0.000004946123,0.00002529271,0.00001521135],"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":[0.0000577777,0.00005976472,0.0001488861,0.0002086574,0.000009492953,0.00006936935,0.00003184237,0.0004472507,0.995144,0.0001747981,0.00008281381,0.003565338],"study_design_scores_gemma":[0.00001686247,0.0008116708,0.001379807,0.00002081074,0.0000253632,0.00007222864,0.0001258769,0.003598775,0.9913623,0.00006527686,0.002506762,0.0000142476],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942012,0.00165218,0.002256589,0.0001625731,0.0000355743,0.00006478874,0.00007464053,0.000039614,0.001512821],"genre_scores_gemma":[0.990356,0.002074373,0.005437057,0.0000884289,0.000006794153,0.00004464581,0.0000804871,0.00001109666,0.001901069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001704004,"threshold_uncertainty_score":0.003388107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399434689","doi":"10.18192/osurj.v3i1.7163","title":"From an Alzeimer's Diagnosis to a Solution","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Alzheimer's disease; Disease; Medicine; Psychology; Dementia; Pediatrics; Gerontology; Internal medicine","authors":[{"name":"Alexia Walker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1257701617362543,"gpt":0.4793416144609498,"spread":0.3535714527246955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748187,0.0009261006,0.0006662355,0.001129935,0.003518451,0.002935461,0.001615515,0.005836092,0.03001491],"category_scores_gemma":[0.0100977,0.0002870743,0.0005970946,0.0005933204,0.002186925,0.00612546,0.004184161,0.01203904,0.0102779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00210138,"about_ca_system_score_gemma":0.005135936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659301,"about_ca_topic_score_gemma":0.008851977,"domain_scores_codex":[0.9985903,0.0001893614,0.0001642166,0.0002526153,0.0005377302,0.0002659001],"domain_scores_gemma":[0.9960881,0.0006010523,0.0002202474,0.0001366647,0.001394055,0.001559788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006507924,0.0000797747,0.001803269,0.000253559,0.00002619584,0.009651275,0.0005229879,0.00005814253,0.0003982182,0.02074584,0.8407491,0.1256466],"study_design_scores_gemma":[0.00006004063,0.00007937594,0.0009870534,0.002538373,0.00004195434,0.02576083,0.001983911,0.0001837026,0.0001860466,0.04080738,0.9273125,0.00005877358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001774555,0.0176287,0.002317807,0.9185894,0.02742134,0.00003311021,0.0001122045,0.0001979188,0.03192499],"genre_scores_gemma":[0.05247122,0.06174953,0.01282049,0.729391,0.04642693,0.0001057173,0.0005622464,0.0002922741,0.0961806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03001491,"threshold_uncertainty_score":0.1004099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902918769","doi":"10.18192/osurj.v1i1.3666","title":"Increasing the brightness of red fluorescent proteins by saturation mutagenesis","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Advanced Fluorescence Microscopy Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Health Canada; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Ministero dello Sviluppo Economico","keywords":"Chromophore; Fluorescence; Saturated mutagenesis; Brightness; Mutant; Chemistry; Biophysics; Biology; Optics; Photochemistry; Biochemistry; Physics","authors":[{"name":"Erin Nguyen","is_ca":true},{"name":"Antonia T. Pandelieva","is_ca":true},{"name":"Roberto A. Chica","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01588868815673732,"gpt":0.3087728544993207,"spread":0.2928841663425834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007885762,0.0008666831,0.0005683689,0.0003392888,0.0002072978,0.0004632717,0.0007756526,0.0005101867,0.001231205],"category_scores_gemma":[0.0006722916,0.0004057451,0.0005947273,0.0003831913,0.0004654952,0.0002772123,0.0007019704,0.001169866,0.0007436653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309464,"about_ca_system_score_gemma":0.0003617443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008807661,"about_ca_topic_score_gemma":0.001319967,"domain_scores_codex":[0.9993587,0.0001528844,0.00008679117,0.0001176753,0.0001887586,0.00009518328],"domain_scores_gemma":[0.9994753,0.0001712589,0.0001109293,0.00008429147,0.00009717132,0.00006098474],"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":[0.00005335322,0.00003685628,0.0001195847,0.00003557244,0.000008226242,0.00004991736,0.00002843736,0.0002050752,0.9976721,0.0001481237,0.00004800529,0.001594677],"study_design_scores_gemma":[0.00001352694,0.0001002,0.0004839335,0.00000767041,0.00002086004,0.0001647559,0.00001739312,0.00302979,0.9939005,0.00004274883,0.002208886,0.000009817848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106814,0.0007858694,0.08339313,0.0002549279,0.00008108809,0.0003320619,0.0004962513,0.0007012569,0.003274033],"genre_scores_gemma":[0.9409463,0.0009496642,0.05247737,0.0001542406,0.00001498951,0.0002039933,0.001016013,0.0003918774,0.003845389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231205,"threshold_uncertainty_score":0.004170418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399434681","doi":"10.18192/osurj.v3i1.7147","title":"Antibiotic Resistance- The Silent Pandemic","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Pandemic; Antibiotics; Antibiotic resistance; Resistance (ecology); Coronavirus disease 2019 (COVID-19); Virology; Medicine; Microbiology; Biology; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Sivany Kathir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03160284763419449,"gpt":0.3029215300324152,"spread":0.2713186823982208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037068,0.000622963,0.0008488501,0.001078724,0.002537572,0.005038257,0.001532152,0.008471417,0.0273524],"category_scores_gemma":[0.0113309,0.0003545729,0.0004987576,0.00127885,0.004619472,0.004648209,0.002359787,0.009817777,0.006114673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007432822,"about_ca_system_score_gemma":0.01435582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07119138,"about_ca_topic_score_gemma":0.1554542,"domain_scores_codex":[0.9970585,0.0006931782,0.0002088028,0.000275853,0.0009451304,0.0008184994],"domain_scores_gemma":[0.989468,0.002737768,0.0008396168,0.0004667688,0.003019278,0.003468589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179815,0.00002361906,0.0009898555,0.0004305121,0.0000152376,0.0002840859,0.0007633059,0.00001874496,0.0003802789,0.008144192,0.937894,0.0509383],"study_design_scores_gemma":[0.00002564111,0.00006447694,0.008719217,0.00134323,0.00002336817,0.0003027357,0.002446784,0.00002486424,0.0001498818,0.002531552,0.9843401,0.00002811108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002113351,0.05857862,0.00007254702,0.8643451,0.04615375,0.00001520639,0.0004425237,0.00004701895,0.02823188],"genre_scores_gemma":[0.08474164,0.1390831,0.0002768455,0.5932782,0.07812469,0.00006462158,0.0007752944,0.0001617742,0.1034937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07119138,"threshold_uncertainty_score":0.141554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903353181","doi":"10.18192/osurj.v1i1.3693","title":"A spherically topological analysis of stationary black holes","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Relativity and Gravitational Theory","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Event horizon; Physics; Black hole (networking); Schwarzschild radius; Hawking radiation; Kerr metric; Micro black hole; Schwarzschild metric; Horizon; Photon sphere; Angular momentum; Einstein field equations; White hole; Classical mechanics; Rotating black hole; Energy condition; Topology (electrical circuits); Charged black hole; Quantum mechanics; Gravitation; Event (particle physics); Mathematics; General relativity; Gravitational collapse","authors":[{"name":"Benjamin Puzantian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03879005370867703,"gpt":0.3413006168372908,"spread":0.3025105631286138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004110098,0.0002663019,0.0002251004,0.0006864144,0.0003160425,0.0007448927,0.000296909,0.0003384594,0.001278909],"category_scores_gemma":[0.000611893,0.00009043721,0.0002747254,0.00028917,0.001620422,0.001114846,0.0003448188,0.0003148009,0.0001674989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688115,"about_ca_system_score_gemma":0.0002791481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005331036,"about_ca_topic_score_gemma":0.0002997295,"domain_scores_codex":[0.9999024,0.00003077647,0.000006395905,0.00002076614,0.00002664589,0.00001295766],"domain_scores_gemma":[0.9998406,0.00005499676,0.00002545255,0.00001736097,0.00004511424,0.00001634731],"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":[0.00001119859,0.000002082877,0.0001394177,0.00008621681,0.000005624584,0.0001398303,0.0002781879,0.001567585,0.003157788,0.9874057,0.0006660517,0.00654024],"study_design_scores_gemma":[0.000006152058,0.00008612806,0.001601149,0.00007871931,0.00001757843,0.000881921,0.0003812661,0.01295847,0.00252001,0.9460221,0.03542111,0.00002532795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4512339,0.06556421,0.2657696,0.003445267,0.001422924,0.00005805549,0.0002338999,0.0001700159,0.2121021],"genre_scores_gemma":[0.9653671,0.01137845,0.0119552,0.0003013153,0.0005246995,0.00001615421,0.00008528242,0.00003004822,0.0103418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001278909,"threshold_uncertainty_score":0.004278362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804999218","doi":"10.18192/osurj.v1i1.3777","title":"Examining cognitive training and executive function in older adults","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cognition; Working memory; Task (project management); Cognitive training; Executive functions; Psychology; Cognitive decline; Population; Effects of sleep deprivation on cognitive performance; Analysis of variance; Medicine; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Dementia","authors":[{"name":"Meggan Porteous","is_ca":false},{"name":"Sheida Rabipour","is_ca":false},{"name":"Patrick S. R. Davidson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1007591947904569,"gpt":0.3512651310460376,"spread":0.2505059362555807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006428307,0.0003216468,0.0003429142,0.0004768096,0.0002573122,0.0002878162,0.0001428798,0.0003393616,0.0005888515],"category_scores_gemma":[0.001326479,0.0001093207,0.0002469108,0.0003110565,0.000102486,0.0002312142,0.0002246058,0.0002949959,0.0001225723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584684,"about_ca_system_score_gemma":0.0002341481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002842029,"about_ca_topic_score_gemma":0.006852074,"domain_scores_codex":[0.9998699,0.00002824773,0.00002129788,0.00001947055,0.00003749368,0.00002349985],"domain_scores_gemma":[0.9995145,0.00007722498,0.0001830592,0.00001395741,0.00009822115,0.0001131808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001223722,0.001599152,0.9459445,0.0001937623,0.0001339682,0.0002304379,0.001280558,0.00008421142,0.003420364,0.0000189908,0.0002282838,0.045642],"study_design_scores_gemma":[0.00001794567,0.002001364,0.9973611,0.0000139992,0.00002409899,0.00008568901,0.0001492287,0.00003711228,0.0001654814,0.00001146596,0.0001303782,0.000002096727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990977,0.0005372632,0.0000324109,0.00001657007,0.00000340778,0.00001793835,0.00003330968,0.000001334022,0.000260055],"genre_scores_gemma":[0.9986111,0.0006155664,0.0002609863,0.00004538108,0.00001375787,0.00003816954,0.00009206173,4.192643e-7,0.0003224739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002842029,"threshold_uncertainty_score":0.005650938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903302517","doi":"10.18192/osurj.v1i1.3687","title":"Do stem cell divisions significantly contribute to cancer development?","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Cancer stem cell; Cancer; Luck; Stem cell; Cancer cell; Biology; Cancer prevention; Cancer research; Genetics; Epistemology","authors":[{"name":"Ryan Sandarage","is_ca":true},{"name":"Justin G. Chitpin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03253484807639857,"gpt":0.3153188968003938,"spread":0.2827840487239952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001841463,0.0003769198,0.0007033069,0.0008196954,0.0007635083,0.002417664,0.0008416381,0.001516064,0.003776818],"category_scores_gemma":[0.004150883,0.000231804,0.0004049856,0.0007393669,0.004122698,0.002962573,0.001318454,0.00207783,0.001090319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033547,"about_ca_system_score_gemma":0.001393287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319289,"about_ca_topic_score_gemma":0.003025229,"domain_scores_codex":[0.999245,0.000195146,0.00004529752,0.0001437064,0.0002306483,0.0001403037],"domain_scores_gemma":[0.9970756,0.001329398,0.000351238,0.0003478771,0.0005329298,0.0003629704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005562564,0.0001314218,0.05320902,0.002272896,0.0002444889,0.001364665,0.002317441,0.0009273828,0.02460222,0.2722105,0.05496985,0.5871938],"study_design_scores_gemma":[0.00007596512,0.000569977,0.07157914,0.0008902024,0.0002661156,0.002340067,0.003647964,0.001576637,0.01274133,0.2439663,0.6622474,0.00009894311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1061858,0.6316972,0.0119598,0.1949549,0.01353303,0.00008577563,0.0005151613,0.0003932029,0.04067506],"genre_scores_gemma":[0.6057913,0.3278041,0.004196569,0.02839737,0.0135251,0.00008755338,0.0003679815,0.0001145138,0.01971552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003776818,"threshold_uncertainty_score":0.01263469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399434679","doi":"10.18192/osurj.v3i1.6989","title":"The Analysis of eTick Submission in Ontario","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Tick; Ixodes scapularis; Population; Geography; Host (biology); Biology; Ecology; Ixodidae; Demography","authors":[{"name":"Engluy Khov","is_ca":true},{"name":"Roman McKay","is_ca":true},{"name":"Manisha A. Kulkarni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02913081337272386,"gpt":0.3028879594985106,"spread":0.2737571461257867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000649514,0.0003225269,0.0002466981,0.002859806,0.001457808,0.0008922997,0.0006767794,0.0001796071,0.004245405],"category_scores_gemma":[0.002943454,0.000217101,0.0003456716,0.005166439,0.0004587629,0.0003309604,0.0009471673,0.0002647192,0.0006308841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01619036,"about_ca_system_score_gemma":0.01849319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9733196,"about_ca_topic_score_gemma":0.9903445,"domain_scores_codex":[0.9987444,0.00005046582,0.00007299739,0.0001389396,0.0006734208,0.0003198124],"domain_scores_gemma":[0.9956362,0.0002079,0.0009870318,0.0001445862,0.002493195,0.0005312016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778631,0.00003492226,0.9753516,0.0001874941,0.00004285961,0.0002593398,0.002406265,0.0003777455,0.001187076,0.0002321676,0.009714507,0.01002815],"study_design_scores_gemma":[0.000003466284,0.00001380213,0.9895045,0.00003856264,0.000009821123,0.0000627074,0.001584288,0.0003773731,0.0001470159,0.00001545998,0.008234612,0.000008382966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359764,0.0004394158,0.0005454476,0.0003463603,0.00003238119,0.0002862727,0.04846696,0.00006894009,0.01383785],"genre_scores_gemma":[0.9571774,0.0005726416,0.001065596,0.0001232766,0.00001377751,0.000191885,0.03021354,0.00003375038,0.01060814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9733196,"threshold_uncertainty_score":0.1174698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399434651","doi":"10.18192/osurj.v3i1.7164","title":"Alzheimer’s Across Cultures: Examining the Impact of Indigenous Community Circumstances and Cultural Perspectives on Treatment.","year":2024,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Indigenous; Dementia; Population; Psychological intervention; Disease; Gerontology; Sociology; Medicine; Nursing; Environmental health; Pathology; Ecology; Biology","authors":[{"name":"Amro Habash","is_ca":true},{"name":"Aastha Sah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1864694293581659,"gpt":0.496896738076838,"spread":0.3104273087186722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01468295,0.0003770149,0.001125199,0.002157359,0.00572661,0.003637882,0.001709106,0.0008968372,0.003054568],"category_scores_gemma":[0.04908532,0.0004571654,0.001701545,0.004125534,0.002325041,0.003752225,0.005494199,0.002643211,0.0001339365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01455139,"about_ca_system_score_gemma":0.05216436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.467034,"about_ca_topic_score_gemma":0.5961637,"domain_scores_codex":[0.9866949,0.005845273,0.001484622,0.0008535098,0.003267465,0.001854183],"domain_scores_gemma":[0.9741331,0.01013428,0.008300116,0.0006732038,0.004024483,0.002734809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004676688,0.0007114235,0.537895,0.008848675,0.001593173,0.0005685294,0.3280846,0.0001091985,0.0001336697,0.003584691,0.003867995,0.1141355],"study_design_scores_gemma":[0.00006579493,0.0004245038,0.5397198,0.01091587,0.00139695,0.0003481847,0.4356952,0.0003021754,0.000111781,0.001529626,0.009401749,0.00008838684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446228,0.03508917,0.0003804009,0.01177037,0.0003173831,0.0005155893,0.0008582774,0.000005565861,0.006440446],"genre_scores_gemma":[0.985573,0.01123976,0.0006795072,0.001541181,0.00007529586,0.0003009764,0.0002124685,0.00000665399,0.0003711347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.467034,"threshold_uncertainty_score":0.9286311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241691","doi":"10.18192/osurj.v4i1.7376","title":"Therapeutic Approaches to Restore Dopamine Homeostasis and Alleviate Motor Symptoms in Parkinson’s Disease – a Narrative Review","year":2025,"lang":"en","type":"review","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Parkinson's disease; Dopamine; Narrative review; Narrative; Neuroscience; Medicine; Disease; Homeostasis; Motor symptoms; Psychology; Intensive care medicine; Internal medicine; Art","authors":[{"name":"Jordan J. Yin","is_ca":true},{"name":"Josh A. Zeldin","is_ca":true},{"name":"Huu Phuc Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1538978413021579,"gpt":0.3728577083822329,"spread":0.218959867080075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056497,0.0009499065,0.001401374,0.002588794,0.0003061584,0.001135103,0.0007574002,0.001018028,0.004950567],"category_scores_gemma":[0.0009206692,0.0002722862,0.0007502164,0.001862062,0.0002893804,0.0009910672,0.0006169245,0.00135799,0.00171312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716336,"about_ca_system_score_gemma":0.001170415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211908,"about_ca_topic_score_gemma":0.002559606,"domain_scores_codex":[0.9998167,0.0000303474,0.00003900155,0.00003183493,0.00006517798,0.00001693503],"domain_scores_gemma":[0.9996636,0.0001948424,0.00005203277,0.000007628598,0.00006399926,0.00001786717],"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":[0.00008568392,0.00009378258,0.00009150594,0.07649497,0.0001897768,0.0001830383,0.0001070966,0.0003421979,0.001306057,0.003631939,0.02401308,0.8934608],"study_design_scores_gemma":[0.00003252955,0.0001342106,0.0006047081,0.02334764,0.0003679031,0.001129411,0.00009293206,0.00009160548,0.0003416762,0.001435301,0.9724005,0.00002147148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009342722,0.9988258,0.00006667231,0.0001248251,0.0001355456,0.00001032203,0.00002094128,0.000005531946,0.0007168188],"genre_scores_gemma":[0.0004195776,0.9989537,0.0001576769,0.0001058759,0.00005995165,0.000009441153,0.00002401435,0.000001066097,0.0002686762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004950567,"threshold_uncertainty_score":0.01656127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902481423","doi":"10.18192/osurj.v1i1.3708","title":"Novel hybrid biofilm system using synthetically engineered curli fibres","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Biofilm; Materials science; Geology; Bacteria","authors":[{"name":"Harshini Ramesh","is_ca":true},{"name":"Keerthana Pasumarthi","is_ca":true},{"name":"Maggie Hou","is_ca":true},{"name":"Jennifer Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03469035837854641,"gpt":0.2736489916083039,"spread":0.2389586332297575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001456351,0.0003736822,0.0002844984,0.0001821475,0.000270164,0.0003947146,0.0003777105,0.0005844607,0.0005413012],"category_scores_gemma":[0.0001185679,0.0001637558,0.0002836896,0.0001221942,0.0001788251,0.0003991046,0.0003552191,0.0002858205,0.0002742457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160796,"about_ca_system_score_gemma":0.0002262714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669614,"about_ca_topic_score_gemma":0.002968656,"domain_scores_codex":[0.9998744,0.000009059833,0.000006055351,0.00003109387,0.0000527506,0.00002661944],"domain_scores_gemma":[0.9999332,0.000009799377,0.00001597233,0.000008107389,0.00001701874,0.00001581089],"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":[0.00001544167,0.00001897042,0.00007907329,0.00003716886,0.000004249132,0.00004388534,0.00001830216,0.0005092894,0.9978144,0.0001877005,0.00005652709,0.001214939],"study_design_scores_gemma":[0.00001258407,0.00026193,0.0007285099,0.000007548106,0.000009704881,0.00008203764,0.00002897439,0.01026613,0.9855753,0.00007213462,0.002936213,0.00001888633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814149,0.0004730662,0.01555927,0.0001162706,0.00005106129,0.00005407382,0.0002090482,0.0002112109,0.001911245],"genre_scores_gemma":[0.9769384,0.0003585029,0.0188972,0.00004898189,0.000006743664,0.0000771408,0.000167596,0.00001730609,0.003488106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669614,"threshold_uncertainty_score":0.00331974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241733","doi":"10.18192/osurj.v4i1.7284","title":"Don’t Get a Toothache! Novel Chemical Composition of Miswak, the Natural Toothbrush","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Toothbrush; Toothache; Natural (archaeology); Traditional medicine; Chemical composition; Dentistry; Medicine; Chemistry; Geography; Materials science; Composite material; Archaeology; Organic chemistry","authors":[{"name":"Sharon Barden","is_ca":true},{"name":"P. Mayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02109775539858906,"gpt":0.2553515650247697,"spread":0.2342538096261807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000411937,0.0002235319,0.0001317695,0.0005445661,0.000209194,0.0001718532,0.00006658115,0.0001785353,0.00131157],"category_scores_gemma":[0.00009191585,0.00008216764,0.0001164492,0.0002133861,0.00025483,0.000221182,0.0001328267,0.0002505491,0.0001905105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009380304,"about_ca_system_score_gemma":0.000131387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007738696,"about_ca_topic_score_gemma":0.002899684,"domain_scores_codex":[0.9999592,0.000004658442,0.000001890149,0.00001211033,0.00001518564,0.000007012028],"domain_scores_gemma":[0.9999644,0.000006750212,0.000008566089,0.000002860357,0.00001034323,0.000007040133],"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":[0.00012557,0.00001542952,0.002667188,0.0001833853,0.00002214084,0.0001862979,0.00009095004,0.00002666191,0.9893923,0.0000731182,0.00008976083,0.007127181],"study_design_scores_gemma":[0.00002543762,0.0008574011,0.1641099,0.00007966121,0.0001756872,0.002108721,0.001040615,0.00115846,0.8110577,0.0003863325,0.01895861,0.00004144812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992932,0.003790278,0.001296386,0.0001507194,0.00003015573,0.00001758589,0.0003286171,0.00002930992,0.00142485],"genre_scores_gemma":[0.9932509,0.001648499,0.00230612,0.000208773,0.0000233119,0.00001065282,0.0001874374,0.00001572092,0.002348483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00131157,"threshold_uncertainty_score":0.004387617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411242482","doi":"10.18192/osurj.v4i1.7294","title":"How Medicinal is Dried Angelica archangelica Relative to the Fresh Plant?","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Traditional medicine; Medicine","authors":[{"name":"Sharon Barden","is_ca":true},{"name":"P. Mayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03932159318024894,"gpt":0.2799795675671465,"spread":0.2406579743868976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457987,0.0002704766,0.0003415019,0.0007473528,0.0002901545,0.0008538479,0.0001451868,0.0003478503,0.002825474],"category_scores_gemma":[0.0003600792,0.00009995758,0.0002082608,0.0004858294,0.0006943667,0.0009008783,0.0002255144,0.00036048,0.000518888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580212,"about_ca_system_score_gemma":0.0001450033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005641647,"about_ca_topic_score_gemma":0.001758906,"domain_scores_codex":[0.9998988,0.00002139152,0.000007916697,0.00002407821,0.00003275315,0.00001509912],"domain_scores_gemma":[0.9998767,0.00002674942,0.00004219289,0.00000898527,0.00002125225,0.000024047],"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":[0.001814321,0.0004068969,0.03542852,0.003207621,0.0002537965,0.002386498,0.001591999,0.0001878887,0.7147241,0.002587234,0.002127502,0.2352836],"study_design_scores_gemma":[0.0001964469,0.007710593,0.4478196,0.001042668,0.001319304,0.02456602,0.01390723,0.0008033591,0.3273728,0.006304667,0.1687952,0.0001622006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824793,0.08968922,0.001451567,0.004396508,0.0006248206,0.00005253852,0.0006312808,0.0000801323,0.02059461],"genre_scores_gemma":[0.9705753,0.02405554,0.0008331877,0.0008715464,0.0003649992,0.000006099363,0.0002372994,0.0000124409,0.003043554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002825474,"threshold_uncertainty_score":0.009452164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411241788","doi":"10.18192/osurj.v4i1.7421","title":"Investigating E. coli Strain HT115-mediated RNA Interference in the Treatment of Gastrointestinal Nematode Infection by Ascaris lumbricoides","year":2025,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Ascaris lumbricoides; Strain (injury); Nematode; Microbiology; Biology; Ascariasis; RNA interference; Virology; RNA; Immunology; Helminths; Gene; Genetics; Ecology; Anatomy","authors":[{"name":"Tabassum Howlader","is_ca":true},{"name":"Adam Al-Khalili","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03792762180419799,"gpt":0.3415471043481615,"spread":0.3036194825439635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703245,0.0002507869,0.0004640109,0.0002257973,0.0002162754,0.0003990984,0.0002928011,0.0004927027,0.001346415],"category_scores_gemma":[0.0001496038,0.0001268636,0.0003801673,0.0002131402,0.0001949971,0.0001864466,0.0001141862,0.0007905199,0.0003154246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271926,"about_ca_system_score_gemma":0.0003310141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235577,"about_ca_topic_score_gemma":0.004632639,"domain_scores_codex":[0.9997925,0.00004254246,0.00002067336,0.00002940682,0.00006704547,0.00004778523],"domain_scores_gemma":[0.9999171,0.00002052411,0.0000159993,0.000007008103,0.0000158962,0.0000234594],"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":[0.000598196,0.0008093719,0.0004044527,0.0001294684,0.00001834202,0.00006996959,0.00003747671,0.0001626811,0.9943348,0.00008360553,0.000234836,0.003116738],"study_design_scores_gemma":[0.0001971155,0.0113556,0.007560378,0.00001760021,0.00008471539,0.0001954628,0.00009762758,0.001824379,0.9737228,0.0000391901,0.004891646,0.00001357495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992769,0.002140484,0.001213897,0.0003548608,0.0002050368,0.0001574525,0.0005067842,0.00007580281,0.002576645],"genre_scores_gemma":[0.987009,0.001990775,0.003856649,0.0002211922,0.00003068401,0.0001426604,0.0009673678,0.00002125764,0.005760401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002235577,"threshold_uncertainty_score":0.004504204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902818600","doi":"10.18192/osurj.v1i1.3684","title":"The effect of context on sensory accumulation involved in decision-making","year":2018,"lang":"en","type":"article","venue":"University of Ottawa Science Undergraduate Research Journal","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Sensory system; Neuroscience; Stimulus (psychology); Context (archaeology); Computer science; Cognitive psychology; Psychology; Cognitive science; Biology","authors":[{"name":"Léa Caya-Bissonnette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1987321265345799,"gpt":0.4507722206523163,"spread":0.2520400941177364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007733451,0.0003584836,0.0004953088,0.000514355,0.0003088205,0.001511488,0.0004462817,0.0003969381,0.001610653],"category_scores_gemma":[0.002754053,0.0002538065,0.000456213,0.0003847778,0.001163369,0.001291811,0.0007820938,0.0007512086,0.0001857268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004664239,"about_ca_system_score_gemma":0.000607202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007201501,"about_ca_topic_score_gemma":0.0009785369,"domain_scores_codex":[0.9994253,0.0001803471,0.00004841715,0.0001294649,0.0001290691,0.00008747987],"domain_scores_gemma":[0.997673,0.00139659,0.0004168443,0.0001245217,0.0002317191,0.000157327],"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":[0.002828438,0.0003309438,0.05332267,0.007322212,0.001057488,0.003580471,0.003199651,0.008570892,0.432356,0.0516984,0.0009590955,0.4347738],"study_design_scores_gemma":[0.0001042442,0.002729968,0.5851261,0.001625669,0.001293176,0.004120321,0.002205022,0.008404884,0.2214349,0.13932,0.03321912,0.0004165662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8522367,0.09176677,0.02037019,0.001059473,0.0002627784,0.0000608439,0.0001665598,0.0001017208,0.03397498],"genre_scores_gemma":[0.9750692,0.0194088,0.004531946,0.0001126878,0.00008621579,0.00001805779,0.00004307442,0.00001649555,0.000713591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001610653,"threshold_uncertainty_score":0.0053882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}