{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"df942f7b103f","filters":{"venue":"UWill Discover Journal"}},"results":[{"id":"W7083314140","doi":"10.22329/uwdj.v1i1.8262","title":"Femtosecond Stimulated Raman Spectroscopy for Detecting Inorganic Phosphate in the Great Lakes","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; University of Windsor","keywords":"Eutrophication; Phosphate; Algal bloom; Plankton; Nutrient; Aquatic ecosystem; Phosphorus; Inorganic phosphate","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02252746574521342,"gpt":0.2342179711421728,"spread":0.2116905053969594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005064662,0.0004951514,0.0001872312,0.000818773,0.0003878327,0.0003875208,0.0004133579,0.0008104089,0.001372569],"category_scores_gemma":[0.0003400849,0.0003345643,0.0003632421,0.0005841829,0.0002866966,0.0006012105,0.0005991085,0.0008614021,0.0005871217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579112,"about_ca_system_score_gemma":0.0003960361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837639,"about_ca_topic_score_gemma":0.007977991,"domain_scores_codex":[0.9996353,0.00004848005,0.00001091428,0.00008776016,0.0001839319,0.00003353609],"domain_scores_gemma":[0.999894,0.00003217734,0.0000217557,0.000007243814,0.00003787746,0.000006809517],"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":[0.00007449323,0.00003851802,0.00324474,0.0004406817,0.00003858581,0.0001968461,0.0002783897,0.001052713,0.9565159,0.0007907554,0.002048989,0.0352795],"study_design_scores_gemma":[0.00003899539,0.0005513904,0.02406471,0.0001852544,0.0001061997,0.001230399,0.001102814,0.06390337,0.8680772,0.003132498,0.03741008,0.0001971273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7869859,0.02599001,0.1441919,0.002042268,0.0005151248,0.0002816886,0.002033501,0.003501952,0.03445762],"genre_scores_gemma":[0.8603235,0.006410054,0.1228171,0.0006720911,0.00008324483,0.0002284752,0.0005441729,0.0001687261,0.008752456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002837639,"threshold_uncertainty_score":0.005642295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083299802","doi":"10.22329/uwdj.v1i1.8272","title":"Princesses, Pirates, and an Empress: Dressing the 18th Century Anachronistically on Screen","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Data Analysis with R","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Anachronism; Costume design; Clothing; Period (music); Taste; Style (visual arts)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02111042405349211,"gpt":0.2941504396416305,"spread":0.2730400155881383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287947,0.000529487,0.0001763744,0.0009388363,0.0103209,0.008918525,0.0004877511,0.001293812,0.008541996],"category_scores_gemma":[0.002044789,0.0002906459,0.0001692143,0.0005928441,0.009075787,0.004639621,0.004456782,0.00309401,0.001620744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557763,"about_ca_system_score_gemma":0.001046899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282927,"about_ca_topic_score_gemma":0.04081275,"domain_scores_codex":[0.9989368,0.0006457223,0.00001513448,0.00007739913,0.0002018602,0.0001231228],"domain_scores_gemma":[0.9994362,0.0002483203,0.00005342182,0.00005676331,0.00009317492,0.0001121803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007367357,0.0000398806,0.0009104077,0.000141441,0.000007105997,0.0008986832,0.7159905,0.00005714811,0.001006589,0.1889635,0.05396443,0.03794675],"study_design_scores_gemma":[0.000003188604,0.00003094325,0.001286582,0.0002595974,0.000005596116,0.0004953661,0.1440672,0.0000447465,0.0003479755,0.002706457,0.8507387,0.00001355608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1434007,0.009525208,0.002534349,0.01358994,0.001734696,0.0000382009,0.00006538193,0.00009833232,0.8290132],"genre_scores_gemma":[0.7163804,0.006750282,0.002523238,0.003261525,0.0005941649,0.00005966836,0.00004900108,0.000268918,0.2701128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01282927,"threshold_uncertainty_score":0.02857584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083299091","doi":"10.22329/uwdj.v1i1.8317","title":"30 by 30 – A long way to go for Canada?","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"AI and HR Technologies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Tourism; Climate change; Wildlife; Fish stock; Fish <Actinopterygii>; Sink (geography); Fossil fuel; Product (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387747110171727,"gpt":0.2268152765253372,"spread":0.2129378054236199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001607608,0.0007310298,0.0005204314,0.001339886,0.01837171,0.009940834,0.001303499,0.003728286,0.08311865],"category_scores_gemma":[0.003936097,0.0002820814,0.0005407775,0.002823754,0.004762813,0.005890111,0.003559792,0.005395594,0.0143884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05209871,"about_ca_system_score_gemma":0.1672461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742568,"about_ca_topic_score_gemma":0.9896005,"domain_scores_codex":[0.9969207,0.0001803012,0.00006245033,0.0002594842,0.001192428,0.001384683],"domain_scores_gemma":[0.9944066,0.0001319084,0.0001108325,0.0001085366,0.002068363,0.003173855],"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":[0.00004660012,0.00004182334,0.005677011,0.0001479969,0.00001221335,0.0003145087,0.001840432,0.00005147549,0.0003250236,0.03604634,0.8782638,0.0772327],"study_design_scores_gemma":[0.000005640101,0.00001319315,0.006452668,0.0002039132,0.000005112707,0.0001148286,0.004761253,0.00004587756,0.00007722773,0.002291483,0.9859933,0.00003544271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01796775,0.02091824,0.0007060406,0.7008029,0.007796911,0.00009518516,0.004961071,0.0004103587,0.2463416],"genre_scores_gemma":[0.1706347,0.03033892,0.002715031,0.2007005,0.00107833,0.0001005527,0.004118337,0.0004104748,0.5899032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08311865,"threshold_uncertainty_score":0.3780044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083307849","doi":"10.22329/uwdj.v2i1.8998","title":"Understanding Educational Experiences of Belonging for Incarcerated Males","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Judgement; Lived experience; Criminal justice; Identity (music); Qualitative research; Shame","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04348984914736919,"gpt":0.2921843664496623,"spread":0.2486945173022931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003981483,0.0005026406,0.0005775806,0.0018788,0.01125954,0.007628779,0.001613279,0.00229381,0.005517211],"category_scores_gemma":[0.006812686,0.0005512488,0.0006282728,0.0007337554,0.008750023,0.007009286,0.01341824,0.006217923,0.0006114758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003446544,"about_ca_system_score_gemma":0.002675161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009046544,"about_ca_topic_score_gemma":0.02538477,"domain_scores_codex":[0.9970686,0.001533647,0.00007090328,0.0001569469,0.0004582636,0.0007116616],"domain_scores_gemma":[0.9950987,0.0016013,0.000605025,0.0001859848,0.0003455823,0.002163571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002130367,0.0000959462,0.009047804,0.00009104012,0.000008129677,0.0009947571,0.9617168,0.00002302331,0.0003153191,0.003841479,0.008222356,0.01562206],"study_design_scores_gemma":[0.000003284962,0.0000693559,0.007493635,0.000188553,0.000009282823,0.0006108487,0.9587295,0.00003861239,0.0001150726,0.0009362748,0.03178434,0.00002122899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370885,0.003577415,0.001461357,0.02402699,0.0009755524,0.00006808561,0.0001522266,0.0001141134,0.03253588],"genre_scores_gemma":[0.9794415,0.003386641,0.0008415883,0.002794102,0.0002023416,0.0000596135,0.0001057261,0.00005826966,0.01311022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125954,"threshold_uncertainty_score":0.02500659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083307495","doi":"10.22329/uwdj.v2i1.9001","title":"Integrating a Narrative Approach to Medicine","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Narrative; Narrative medicine; Witness; Health care; Globe; Work (physics); Experiential learning; Futures contract","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01769111575961644,"gpt":0.2630606616108294,"spread":0.245369545851213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00447792,0.0006053016,0.000392565,0.002401646,0.007244301,0.01561079,0.001357343,0.003378211,0.02390605],"category_scores_gemma":[0.006390022,0.0003185406,0.0005577026,0.001493635,0.01088402,0.01056215,0.01056854,0.005252963,0.002727795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007290361,"about_ca_system_score_gemma":0.007782598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007719666,"about_ca_topic_score_gemma":0.03406386,"domain_scores_codex":[0.997184,0.001821026,0.00009306731,0.0001482552,0.0004549001,0.0002987245],"domain_scores_gemma":[0.9949141,0.002982128,0.000200287,0.0003743576,0.0004477358,0.001081428],"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":[0.00004189755,0.00009454464,0.00052523,0.0006188335,0.00000913271,0.0005225294,0.04372647,0.0008755519,0.0004417423,0.4217401,0.3876137,0.1437902],"study_design_scores_gemma":[0.000005137615,0.00001512103,0.0002278764,0.0005517658,0.000002753329,0.0002365757,0.01085351,0.0001916143,0.000100519,0.03835737,0.9494467,0.00001091731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01508914,0.03528801,0.06098363,0.2437565,0.02601529,0.0004867817,0.0009780588,0.0008405197,0.616562],"genre_scores_gemma":[0.4210263,0.07176156,0.1130402,0.04563446,0.01612244,0.0007535798,0.001337738,0.0008984522,0.3294252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02390605,"threshold_uncertainty_score":0.0799737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083313812","doi":"10.22329/uwdj.v1i1.8261","title":"Coastal Zone Mapping of the Great Lakes: A Machine Learning Approach","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Shore; Geospatial analysis; Coastal erosion; Climate change; Coastal hazards; Coastal management; Coastal flood; Satellite imagery; Coastal engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01817880359010551,"gpt":0.2424480099303649,"spread":0.2242692063402594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921907,0.0003159889,0.0002630276,0.002006434,0.0003504663,0.0008152736,0.0004814578,0.0003450056,0.0008092869],"category_scores_gemma":[0.0008400748,0.0001549252,0.0003638894,0.001380818,0.0002104113,0.0002883361,0.0004312862,0.0002933245,0.0002238983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005903001,"about_ca_system_score_gemma":0.0006268005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02270455,"about_ca_topic_score_gemma":0.02536269,"domain_scores_codex":[0.9998703,0.0000328873,0.00001007015,0.00004571626,0.00002246701,0.00001869257],"domain_scores_gemma":[0.9997441,0.0001107155,0.00004341338,0.00002160309,0.00006537182,0.00001477235],"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":[0.0001418094,0.0001785663,0.08326461,0.0001386307,0.0001188549,0.000420733,0.0004224087,0.3068292,0.01940089,0.00342132,0.004622367,0.5810407],"study_design_scores_gemma":[0.000005887494,0.00002566823,0.02308208,0.00001207674,0.00001450979,0.00006578548,0.000200628,0.970827,0.001814028,0.00216554,0.001776042,0.00001071267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5859084,0.0007114886,0.4042466,0.0007103204,0.00002654809,0.0001673736,0.001562602,0.001594824,0.005072001],"genre_scores_gemma":[0.8406571,0.0002063687,0.154955,0.00006118908,0.0000297984,0.00008955423,0.001251987,0.00004128782,0.002707781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02270455,"threshold_uncertainty_score":0.0451448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083302388","doi":"10.22329/uwdj.v1i1.8268","title":"Constraint Poetry on Disability and Disability as Constraint","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Constraint (computer-aided design); Poetry; Scholarship; Inclusion (mineral); Constraint learning; Mirroring; Disability studies","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01810542241572762,"gpt":0.2960437629528524,"spread":0.2779383405371248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247998,0.0005919035,0.00032752,0.001182848,0.008730809,0.007041009,0.0006363434,0.00155042,0.008268156],"category_scores_gemma":[0.007547287,0.0001688669,0.0002767884,0.001194743,0.02381556,0.006378111,0.00612281,0.004164644,0.001329923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128868,"about_ca_system_score_gemma":0.002163531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162256,"about_ca_topic_score_gemma":0.002966763,"domain_scores_codex":[0.9965413,0.002329469,0.00008991775,0.0001758185,0.0005322334,0.0003311729],"domain_scores_gemma":[0.9964444,0.002100532,0.0003087984,0.000295469,0.0003096318,0.0005410734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006011121,0.00003572323,0.000913832,0.0001707511,0.000005372928,0.0004999201,0.1703228,0.0001070914,0.0006101886,0.776363,0.02420913,0.02670205],"study_design_scores_gemma":[0.0000206342,0.00007663036,0.001653446,0.0006065271,0.000007036387,0.001653383,0.1130167,0.0003004329,0.0006490092,0.1159575,0.7660254,0.00003334226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1012526,0.009103766,0.02284397,0.03658518,0.003212152,0.0001560175,0.0001289302,0.0001334272,0.8265839],"genre_scores_gemma":[0.8961169,0.004222759,0.004626308,0.003473855,0.0007703126,0.0001385069,0.0000654566,0.0001711183,0.09041487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008730809,"threshold_uncertainty_score":0.02765971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083305216","doi":"10.22329/uwdj.v1i1.8263","title":"African Indigenous Knowledge Systems: Experts at the Intersect of Environmental Sustainability and Legal Precedent","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"White paper; Indigenous; Corporate governance; European union; Sustainability; Traditional knowledge; White (mutation); Climate change; Publishing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01321216061176089,"gpt":0.2370849604765135,"spread":0.2238727998647526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01629771,0.0003709661,0.0003565855,0.003246334,0.01907744,0.01028323,0.001633298,0.004055212,0.01193318],"category_scores_gemma":[0.02604993,0.0004086977,0.0002608061,0.003131833,0.0188238,0.01691919,0.01053297,0.005031168,0.0009972355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006755313,"about_ca_system_score_gemma":0.01681232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479391,"about_ca_topic_score_gemma":0.01672507,"domain_scores_codex":[0.9886874,0.006529659,0.0004593521,0.0007943552,0.001626531,0.001902842],"domain_scores_gemma":[0.9790643,0.01225129,0.002028758,0.001387115,0.00290245,0.002366199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000278974,0.0000555754,0.00507027,0.0003485967,0.00001506644,0.001661839,0.6320587,0.0002033527,0.0008223031,0.2745083,0.01447213,0.07075585],"study_design_scores_gemma":[0.000005860645,0.00003246926,0.00407474,0.000901614,0.00001788669,0.0008917202,0.4799581,0.0004633257,0.0005286292,0.09878898,0.4142936,0.00004326979],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2874345,0.01499109,0.01680369,0.2310106,0.001553433,0.0001529659,0.0000957613,0.00008966118,0.4478682],"genre_scores_gemma":[0.9597526,0.004871032,0.004001267,0.007626853,0.0001987108,0.00005125024,0.00003512696,0.00002530694,0.02343787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01907744,"threshold_uncertainty_score":0.08619159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414431371","doi":"10.22329/uwdj.v2i1.9004","title":"Living with Anxiety: A Podcast Book Review of Dr. Catherine M. Pittman’s Rewire Your Anxious Brain: How to Use the Neuroscience of Fear to End Anxiety, Panic, and Worry","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Film in Education and Therapy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Worry; Anxiety; Distressing; Mental health; Situated","authors":[{"name":"Grace Oladunni Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04001313006297928,"gpt":0.3701195340051796,"spread":0.3301064039422003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007795941,0.0008510517,0.001017778,0.001719424,0.001126087,0.003327243,0.0009990842,0.002447872,0.02186502],"category_scores_gemma":[0.003018028,0.0005593768,0.0007711249,0.001458649,0.001036991,0.003173977,0.00136684,0.005688798,0.01246097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907848,"about_ca_system_score_gemma":0.002119333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005503149,"about_ca_topic_score_gemma":0.01061142,"domain_scores_codex":[0.9993545,0.0001215415,0.00003366229,0.00006732897,0.0003673414,0.00005555294],"domain_scores_gemma":[0.998457,0.0006683716,0.00008713471,0.00003694854,0.0005468121,0.0002037434],"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":[0.000007645305,0.0000192141,0.00002404304,0.0004224353,0.000004967802,0.00003936222,0.0001377115,0.00003579138,0.00008764754,0.001380001,0.9536072,0.04423409],"study_design_scores_gemma":[0.000004950032,0.00002471068,0.0002077762,0.0009409309,0.000006119497,0.0003281747,0.0001113938,0.00002539654,0.00004029511,0.0005214735,0.99778,0.000008631347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003951061,0.8591658,0.0006878829,0.05130939,0.04778585,0.00007182048,0.0001095441,0.0001182519,0.04035645],"genre_scores_gemma":[0.002879614,0.7232408,0.00106689,0.0401823,0.03951335,0.0001384315,0.0002198712,0.0002148328,0.1925439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02186502,"threshold_uncertainty_score":0.07314575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083312802","doi":"10.22329/uwdj.v1i1.8331","title":"Running a Policython: Creating Epistemic Opportunities for Students","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Social Sciences and Humanities Research Council of Canada; University of Windsor","keywords":"Experiential learning; Event (particle physics); Student engagement; Public policy; Higher education; Experiential education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0817278917084293,"gpt":0.3315895429316053,"spread":0.2498616512231759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01831182,0.001056565,0.0006347833,0.001308137,0.01411574,0.02041278,0.00333023,0.006416069,0.02893942],"category_scores_gemma":[0.02683437,0.0008122606,0.00094608,0.0009997874,0.007093517,0.0201255,0.03150475,0.009120852,0.01109196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003362192,"about_ca_system_score_gemma":0.01046955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003691486,"about_ca_topic_score_gemma":0.00104418,"domain_scores_codex":[0.985803,0.008388878,0.0003834681,0.001145145,0.001372627,0.002906857],"domain_scores_gemma":[0.9684737,0.007879426,0.001470134,0.002617587,0.001745108,0.01781403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003505593,0.002450263,0.01025826,0.0005535467,0.0000327951,0.002582395,0.3159938,0.002262123,0.005525296,0.2391769,0.1901414,0.2306726],"study_design_scores_gemma":[0.00004949721,0.0001989737,0.0008650899,0.0002927918,0.000009942092,0.0005482289,0.1132048,0.001263652,0.002142232,0.07011176,0.8112246,0.00008838857],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2673095,0.001356127,0.2235558,0.1902223,0.009446016,0.001633849,0.000551691,0.006704382,0.2992203],"genre_scores_gemma":[0.732212,0.001383884,0.141631,0.01438824,0.00161331,0.002680953,0.0004648901,0.001670407,0.1039554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02893942,"threshold_uncertainty_score":0.0968433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083291184","doi":"10.22329/uwdj.v2i1.8994","title":"Step 2: Planning your podcast","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Key (lock); Plan (archaeology); Theme (computing); Feature (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02456534491422024,"gpt":0.2717617426029253,"spread":0.2471963976887051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578463,0.000789049,0.0004919744,0.0007291669,0.003507055,0.007467472,0.00180293,0.002422481,0.346215],"category_scores_gemma":[0.007619768,0.000651542,0.0008052107,0.0004219474,0.0005657309,0.004436041,0.00545404,0.004425001,0.1820469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416433,"about_ca_system_score_gemma":0.003589696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003140884,"about_ca_topic_score_gemma":0.008967718,"domain_scores_codex":[0.9988526,0.0001997776,0.00004241371,0.0001025373,0.0003560641,0.000446655],"domain_scores_gemma":[0.9944119,0.0003537212,0.0001678797,0.0003946203,0.0008462222,0.00382563],"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":[0.0002823114,0.0003913189,0.001018265,0.0001023062,0.000006888431,0.0003124504,0.001155579,0.0004831551,0.0009467819,0.00609539,0.9058876,0.08331798],"study_design_scores_gemma":[0.00006609185,0.0001618496,0.001363431,0.0001240425,0.000008857179,0.0001667639,0.003593333,0.0009289427,0.001369938,0.005958899,0.9862114,0.00004640034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02388409,0.0006517632,0.07459723,0.039433,0.02216781,0.004441518,0.004792134,0.02429027,0.8057422],"genre_scores_gemma":[0.0698376,0.0006287437,0.08499142,0.005440343,0.001764217,0.001689018,0.003444775,0.00411792,0.8280859],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.346215,"threshold_uncertainty_score":0.9325449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083289219","doi":"10.22329/uwdj.v2i1.8997","title":"Step 5: Disseminating Your Podcast","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Dissemination; Futures contract; Information Dissemination","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09394938118535727,"gpt":0.4459728790636158,"spread":0.3520234978782585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008163102,0.0009609167,0.0008997914,0.003112405,0.003731502,0.01475725,0.001945781,0.005642208,0.6289701],"category_scores_gemma":[0.04066115,0.0007953103,0.001589217,0.001302953,0.0007296344,0.006757389,0.008733722,0.00459215,0.5152436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209514,"about_ca_system_score_gemma":0.004882358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064997,"about_ca_topic_score_gemma":0.004042855,"domain_scores_codex":[0.996206,0.0007220787,0.0003213952,0.0002260845,0.001762711,0.0007616953],"domain_scores_gemma":[0.956988,0.003508392,0.00166253,0.004018258,0.01414088,0.01968183],"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":[0.00008075864,0.00004274269,0.000111943,0.00008925196,0.000003821291,0.00004317005,0.0000553102,0.00001215449,0.00015576,0.0003293584,0.9805105,0.01856518],"study_design_scores_gemma":[0.00007147323,0.00005824442,0.0004428311,0.00008719384,0.000007426836,0.00005861626,0.0002655234,0.00006524447,0.0004465963,0.0006565298,0.9978117,0.00002864441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006300723,0.00276719,0.02071121,0.08972578,0.223099,0.009757387,0.02663993,0.05835815,0.5626407],"genre_scores_gemma":[0.01093857,0.002133254,0.02181833,0.01876162,0.02772681,0.002481668,0.008164438,0.009365093,0.8986102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6289701,"threshold_uncertainty_score":0.5292292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083300369","doi":"10.22329/uwdj.v2i1.9000","title":"Autoethnography on Exchange","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Autoethnography; Ethnography; Reflexivity; Interpersonal communication; Doctoral studies; Work (physics); Futures contract; Session (web analytics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02259398491526121,"gpt":0.3004112911257305,"spread":0.2778173062104692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01336964,0.0008817633,0.0005196629,0.001712716,0.01123098,0.007275905,0.001659717,0.002398172,0.02314793],"category_scores_gemma":[0.02225236,0.0004785791,0.0006824453,0.001658586,0.01157532,0.007490816,0.009676671,0.005850338,0.004650395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00385287,"about_ca_system_score_gemma":0.003839907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002035891,"about_ca_topic_score_gemma":0.004294045,"domain_scores_codex":[0.972261,0.02360609,0.0003630202,0.001240645,0.001693684,0.0008356411],"domain_scores_gemma":[0.9746829,0.01520068,0.0008230386,0.005727562,0.001976929,0.001589035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001383289,0.0002947229,0.001770048,0.0004273887,0.00001563584,0.0005876469,0.7154259,0.0004527561,0.001819735,0.09571082,0.08853273,0.09482433],"study_design_scores_gemma":[0.00002124927,0.0000907371,0.000989803,0.0006695057,0.000005653184,0.0003946969,0.1784822,0.0003853174,0.001285749,0.01446927,0.8031721,0.00003371557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2302925,0.002533716,0.1233582,0.030857,0.006296271,0.003037994,0.001396325,0.001009241,0.6012186],"genre_scores_gemma":[0.7024676,0.002384433,0.03848156,0.006720972,0.0009451151,0.003070568,0.0007515644,0.0009278532,0.2442504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02314793,"threshold_uncertainty_score":0.07743758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414431349","doi":"10.22329/uwdj.v2i1.8995","title":"Step 3: Recording Your Podcast","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Process (computing); Focus (optics); Feature (linguistics); Work (physics)","authors":[{"name":"Krushali Kumar","is_ca":true},{"name":"G. Taylor","is_ca":true},{"name":"Anne Rudzinski","is_ca":true},{"name":"Tim Brunet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03749231080073158,"gpt":0.3368592523957486,"spread":0.299366941595017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004235272,0.0009710791,0.0008672515,0.003712722,0.003736224,0.009176218,0.001730588,0.002504844,0.5096952],"category_scores_gemma":[0.03611143,0.0007563543,0.001244362,0.001757081,0.0005935947,0.004214609,0.004707877,0.00348851,0.4927858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008956426,"about_ca_system_score_gemma":0.003717514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004313084,"about_ca_topic_score_gemma":0.01126248,"domain_scores_codex":[0.9969335,0.0004747608,0.0002922336,0.0002046587,0.00147675,0.0006181277],"domain_scores_gemma":[0.9649127,0.00281351,0.001474788,0.004680389,0.01537068,0.01074802],"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":[0.0001291354,0.00006814503,0.00028653,0.0001225091,0.000004623704,0.00005154759,0.0002744226,0.00001674329,0.000526857,0.0004439298,0.9565454,0.04153024],"study_design_scores_gemma":[0.00008061407,0.0001079645,0.002623273,0.0002449494,0.00001574409,0.0001038372,0.001919742,0.0001349566,0.001704816,0.0008967136,0.9920989,0.00006848345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01540017,0.001226534,0.03303572,0.03741489,0.0719435,0.01336352,0.0436172,0.06560792,0.7183906],"genre_scores_gemma":[0.01500316,0.001009166,0.05010576,0.006395756,0.009172571,0.004174918,0.01204801,0.009860897,0.8922298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5096952,"threshold_uncertainty_score":0.6993603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083318367","doi":"10.22329/uwdj.v2i1.8993","title":"Step 1: How to do a podcast","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Windsor; Scholarship; Publishing; Futures contract; Quilt; Digital scholarship; Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0119841863290151,"gpt":0.2334340500461801,"spread":0.221449863717165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101248,0.001252014,0.0006958346,0.002197894,0.01187047,0.02332095,0.00310919,0.007455497,0.2300968],"category_scores_gemma":[0.04149555,0.001418433,0.001435443,0.001626142,0.002589806,0.01690469,0.01026841,0.01235875,0.168167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003419076,"about_ca_system_score_gemma":0.007221066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006947344,"about_ca_topic_score_gemma":0.01422014,"domain_scores_codex":[0.9930913,0.00185136,0.0004344761,0.0006345148,0.002599367,0.001388928],"domain_scores_gemma":[0.9695145,0.003417302,0.001108606,0.005393407,0.007438049,0.01312814],"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":[0.00007162323,0.0001597932,0.0002938135,0.0001042348,0.000006048858,0.0001922429,0.002110366,0.0001693216,0.0004116834,0.009580155,0.9458265,0.04107422],"study_design_scores_gemma":[0.00002734237,0.00003960333,0.0002357045,0.00008764424,0.000002891806,0.00006181097,0.002508994,0.0001348305,0.0002565362,0.003322532,0.993291,0.00003106137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.009706659,0.001388258,0.1111042,0.1142804,0.08637437,0.007033382,0.005618448,0.03647615,0.6280182],"genre_scores_gemma":[0.03266243,0.001200461,0.146285,0.01869526,0.008280826,0.002973639,0.003760863,0.01213554,0.7740059],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2300968,"threshold_uncertainty_score":0.7697505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083309867","doi":"10.22329/uwdj.v2i1.9003","title":"Amplifying the Voices of Canadian Muslim Excellence","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Islamophobia; Excellence; Work (physics); Islam; Racism","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02657224094990275,"gpt":0.2946252296790047,"spread":0.2680529887291019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964351,0.0005027949,0.0003546376,0.001046078,0.03283969,0.005760992,0.001345489,0.002617025,0.0153634],"category_scores_gemma":[0.00515858,0.0003011536,0.0003668908,0.001489281,0.006580142,0.001800515,0.007098898,0.006020453,0.001016704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05124832,"about_ca_system_score_gemma":0.04595404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9043446,"about_ca_topic_score_gemma":0.9636104,"domain_scores_codex":[0.9971385,0.0005736679,0.00003155899,0.0001401059,0.0008861879,0.001230084],"domain_scores_gemma":[0.9966899,0.0003797048,0.0001451786,0.0001029603,0.001009217,0.001673012],"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":[0.0001097306,0.00005011799,0.004974688,0.0002448525,0.00001802406,0.002415749,0.3619266,0.0002147659,0.001213317,0.02655155,0.5601314,0.04214919],"study_design_scores_gemma":[0.000007753749,0.00002307423,0.003970932,0.0001628245,0.000007730373,0.0003647021,0.3534277,0.00007986726,0.000311003,0.000715051,0.6408917,0.00003769026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3016992,0.007942992,0.001938247,0.2708946,0.009422478,0.0003483165,0.001357837,0.0003490184,0.4060473],"genre_scores_gemma":[0.8787122,0.003150334,0.0009213712,0.01643877,0.0007388927,0.00007399391,0.0002604409,0.0001523414,0.09955157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09565544,"threshold_uncertainty_score":0.3718343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083285130","doi":"10.22329/uwdj.v1i1.8269","title":"Acoustic Field Simulation and Initial Safety Measurements of a Novel Ultrasound Probe for the Diagnosis of Intracranial Hemorrhages","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Ultrasound; Ultrasonic sensor; Software; Field (mathematics); Transcranial Doppler; Phase (matter)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05473604294367164,"gpt":0.3023942237698679,"spread":0.2476581808261962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003833707,0.0003045134,0.0002017786,0.0003439755,0.0002473885,0.0002819085,0.0003757043,0.0005047859,0.001173571],"category_scores_gemma":[0.001828313,0.0001533217,0.0001826769,0.0001866195,0.0003196851,0.0002632293,0.0002944359,0.0001815773,0.0002512663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000376088,"about_ca_system_score_gemma":0.0003665398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744244,"about_ca_topic_score_gemma":0.001396958,"domain_scores_codex":[0.9998174,0.0000530346,0.00001199398,0.0000263276,0.00006790491,0.00002323371],"domain_scores_gemma":[0.9991606,0.00042683,0.00004214418,0.0000623709,0.000259874,0.00004809979],"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":[0.002956796,0.0005110024,0.02801936,0.0001971393,0.00004219328,0.001147098,0.001155611,0.2947526,0.6077183,0.001312877,0.001621838,0.06056523],"study_design_scores_gemma":[0.0001421844,0.002356915,0.01654973,0.00002525034,0.00004443639,0.0006012762,0.0003242941,0.7665045,0.2104963,0.0004517554,0.002449221,0.00005428212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519975,0.00006674742,0.0444762,0.0001511573,0.00002595467,0.00009213128,0.0002212069,0.0004806666,0.002488379],"genre_scores_gemma":[0.9930641,0.00003274153,0.006178071,0.00001923214,0.000002713212,0.00002418078,0.00009858114,0.00001860482,0.0005618836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001744244,"threshold_uncertainty_score":0.003926039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083296559","doi":"10.22329/uwdj.v2i1.8996","title":"Step 4: Editing Your Podcast","year":2024,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Focus (optics); Process (computing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509614760894605,"gpt":0.3226086891768816,"spread":0.2975125415679355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004155614,0.001077286,0.001029545,0.003198464,0.00368294,0.01225911,0.001843054,0.002427717,0.5477074],"category_scores_gemma":[0.05807487,0.0005845284,0.001460195,0.001709462,0.0009562561,0.003694913,0.00416417,0.004223602,0.3688815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954988,"about_ca_system_score_gemma":0.006425794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004228846,"about_ca_topic_score_gemma":0.01268767,"domain_scores_codex":[0.9965628,0.0005181402,0.000308838,0.0002651688,0.001782516,0.0005625778],"domain_scores_gemma":[0.9620624,0.00398244,0.00157567,0.003891419,0.01967556,0.008812485],"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":[0.00001675676,0.000008227505,0.00002220797,0.00003639765,0.000001169733,0.00002306816,0.00003310487,0.000008313754,0.00005037022,0.0002309214,0.9938584,0.005711282],"study_design_scores_gemma":[0.00002178488,0.00001436869,0.0001875387,0.00006913667,0.000003264952,0.00003981416,0.0002104322,0.00004744227,0.0002162175,0.0007428743,0.9984302,0.00001687024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002470193,0.001186006,0.008689487,0.04953003,0.5505986,0.002245538,0.01834724,0.01801701,0.348916],"genre_scores_gemma":[0.007587443,0.001365732,0.01187683,0.008711337,0.06385281,0.00104,0.00663821,0.009687034,0.8892406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5477074,"threshold_uncertainty_score":0.6451405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083306305","doi":"10.22329/uwdj.v1i1.8271","title":"Effectiveness of Using NamePrism to Identify Ethnicities","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Ethnic group; Statistical analysis; Dependency (UML); Ethnic origin","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07641734467913543,"gpt":0.4363004124722514,"spread":0.359883067793116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01444858,0.0008073963,0.001235424,0.006166151,0.001003571,0.004319125,0.001127609,0.001058087,0.002765609],"category_scores_gemma":[0.09249379,0.0002717245,0.0008080882,0.002959252,0.0005987741,0.005640405,0.002240729,0.0006567649,0.002177374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006452752,"about_ca_system_score_gemma":0.001075407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002866792,"about_ca_topic_score_gemma":0.002536562,"domain_scores_codex":[0.9821462,0.01049317,0.001275967,0.00182266,0.003741872,0.0005201164],"domain_scores_gemma":[0.9132358,0.06623344,0.003895859,0.006134215,0.009354605,0.001146001],"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":[0.002170641,0.0006816243,0.3689724,0.0007463232,0.0004871553,0.0002302423,0.002375813,0.01093448,0.005370463,0.005898368,0.01241198,0.5897204],"study_design_scores_gemma":[0.0001774654,0.001814182,0.3054948,0.0007319077,0.0007476569,0.002447294,0.0111884,0.5777372,0.03177514,0.02128213,0.04614692,0.000457056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853594,0.002681673,0.09947483,0.00127479,0.0003880655,0.0003676126,0.00280005,0.003272231,0.03614668],"genre_scores_gemma":[0.9135819,0.0004530451,0.08022574,0.0001747594,0.00009729573,0.0001037633,0.002171394,0.0002041452,0.002988028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444858,"threshold_uncertainty_score":0.07641232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7083304237","doi":"10.22329/uwdj.v1i1.8270","title":"LADy: A System for Latent Aspect Detection via Back-translation Augmentation","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Benchmark (surveying); Context (archaeology); Bridge (graph theory); Latent semantic analysis; Social media; Word (group theory); Natural language; License; Benchmarking","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02644778500777267,"gpt":0.2456381144318731,"spread":0.2191903294241004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002556896,0.002391584,0.001214405,0.006567379,0.0007933956,0.002492588,0.002012889,0.001293465,0.007355192],"category_scores_gemma":[0.01480617,0.0008936275,0.001722075,0.0033637,0.0005237642,0.004784076,0.003298048,0.001477628,0.01032807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083813,"about_ca_system_score_gemma":0.002035824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754051,"about_ca_topic_score_gemma":0.0117715,"domain_scores_codex":[0.9974965,0.0006463052,0.0002757619,0.00078228,0.0006907074,0.0001083468],"domain_scores_gemma":[0.9929622,0.002679119,0.000788904,0.001676619,0.001726224,0.0001670072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007741749,0.0003057889,0.006269007,0.003109736,0.0004757809,0.0007389616,0.001099662,0.003549618,0.04325138,0.004751824,0.298969,0.6367051],"study_design_scores_gemma":[0.0003810762,0.0005176673,0.01110527,0.0004965205,0.0005194224,0.001720973,0.0008331172,0.4139779,0.09798255,0.02193327,0.4501827,0.0003494798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02864056,0.00915626,0.4865913,0.001712426,0.001678872,0.001578893,0.05122101,0.4053354,0.01408542],"genre_scores_gemma":[0.1230433,0.002488122,0.7266371,0.001626547,0.0008471347,0.00251414,0.1176067,0.008614745,0.01662231],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007355192,"threshold_uncertainty_score":0.02460551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414431389","doi":"10.22329/uwdj.v1i1.8318","title":"Equity, Diversity, and Inclusion in Post-Secondary Science Classrooms ","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Inclusion (mineral); Teaching method; Qualitative research; Higher education; Active learning (machine learning)","authors":[{"name":"Sandra Hoang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04831587991649607,"gpt":0.2956955313746666,"spread":0.2473796514581706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003951582,0.0001901889,0.0004496599,0.001530897,0.00794838,0.007386851,0.0009222786,0.0007027368,0.00245392],"category_scores_gemma":[0.006092019,0.0002213393,0.0001655471,0.0008126241,0.005008485,0.002196963,0.009812578,0.001352249,0.0001595573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003053649,"about_ca_system_score_gemma":0.004890868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332961,"about_ca_topic_score_gemma":0.01335584,"domain_scores_codex":[0.9957532,0.001622493,0.0001516319,0.0003327991,0.001181257,0.0009587489],"domain_scores_gemma":[0.9961642,0.001244722,0.0006102541,0.0001129407,0.0002805056,0.001587403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006811078,0.001026955,0.1007921,0.0001360531,0.000008917522,0.001060688,0.8148343,0.00005003701,0.001687093,0.007628394,0.001277413,0.07142995],"study_design_scores_gemma":[0.00001105988,0.0002748306,0.1484513,0.0002693746,0.000008934241,0.0004243358,0.8248074,0.0001327498,0.0008917532,0.004949349,0.01975255,0.00002640656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9872584,0.000281178,0.0001754947,0.0009570496,0.00002254362,0.00002928025,0.000006223101,0.000005089067,0.01126476],"genre_scores_gemma":[0.9982702,0.0001219919,0.0001210737,0.00008729839,0.000009209742,0.00001488121,0.00000518802,0.000002204542,0.001368051],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00794838,"threshold_uncertainty_score":0.02215588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}