{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2345,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":2345,"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"},"query_hash":"50d6ab4dc172","filters":{"venue":"Brock University Digital Repository (Brock University)"}},"results":[{"id":"W2147088462","doi":"","title":"Critical incident analysis through narrative reflective practice: A case study","year":2015,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University","funders":"","keywords":"Narrative; Narrative inquiry; Reflective practice; Critical Incident Technique; Psychology; Art; Pedagogy; Literature; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.04035689143584451,"gpt":0.3562109012129095,"spread":0.315854009777065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00003982829,0.0003137211,0.0004090972,0.0007986494,0.002223921,0.0005541633,0.0007008518,0.0002402732,0.00001059316],"category_scores_gemma":[0.003577642,0.0004043347,0.0002758266,0.004059554,0.0005843962,0.01205667,0.0004611344,0.0005145513,0.00004416675],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925509,"about_ca_system_score_gemma":0.00143758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310876,"about_ca_topic_score_gemma":0.01704986,"domain_scores_codex":[0.995456,0.001833912,0.0002663115,0.0008794755,0.001027992,0.0005362693],"domain_scores_gemma":[0.994561,0.001339033,0.0004332351,0.0004992881,0.002542067,0.0006253768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004204544,0.01120373,0.5431901,0.00003664062,0.007334917,0.04130819,0.3263529,0.001513543,0.0005005355,0.006596959,0.05594261,0.001815348],"study_design_scores_gemma":[0.0006597129,0.0004550592,0.001279671,0.000008373545,0.001390128,0.0003591717,0.8187936,0.000003493775,0.00001603331,0.0002005624,0.1764581,0.0003760837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5945109,0.00003697387,0.004568824,0.00007862828,0.0006145303,0.0006394792,0.00001406505,0.0002635998,0.399273],"genre_scores_gemma":[0.845715,0.0000140877,0.00101206,0.00004522085,0.0001704224,6.832523e-7,0.000005989302,0.00001659218,0.1530199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419104,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1528288747","doi":"","title":"The effects of athletic scholarships on motivation in sport","year":2003,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Scholarship; Deci-; Athletes; Psychology; Intrinsic motivation; Basketball; Social psychology; Political science; Physical therapy; Medicine; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.01090590313630903,"gpt":0.203108999673005,"spread":0.192203096536696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000008869088,0.0002131803,0.0002351816,0.0004253931,0.0003182104,0.00004713855,0.0004191035,0.0001961906,0.00001194627],"category_scores_gemma":[0.0001758304,0.0002239576,0.00015462,0.0007930798,0.0001512896,0.0005794452,0.00007072107,0.0003296146,0.00003699303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003117057,"about_ca_system_score_gemma":0.00008519706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002962957,"about_ca_topic_score_gemma":0.00004200929,"domain_scores_codex":[0.9985527,0.0001607575,0.0002359646,0.0004248806,0.0002996839,0.0003259483],"domain_scores_gemma":[0.9985771,0.000436018,0.0002555671,0.0004506096,0.000140664,0.0001400032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004829635,0.000550307,0.966359,0.00004232398,0.00009646989,0.0004060511,0.000213369,0.00005005953,0.001163542,0.02124569,0.008613684,0.0007766084],"study_design_scores_gemma":[0.003002928,0.0005089944,0.5931549,0.0001870529,0.0000652255,0.00004877845,0.02768009,2.823365e-7,0.001011499,0.0002418655,0.3735985,0.0004999342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125397,0.00003264445,0.00009491217,0.000002577038,0.0005036612,0.0002835308,0.000003450483,0.00006620605,0.1864733],"genre_scores_gemma":[0.7325382,0.00001045625,0.00001064746,0.00002298695,0.00001547427,1.887564e-7,0.000006029997,0.00001201043,0.2673841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.373204,"threshold_uncertainty_score":0.9132728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2625908499","doi":"","title":"Big Daddies and Broken Men: Father-Daughter Relationships in Video Games","year":2017,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Daughter; Agency (philosophy); Narrative; Video game; Psychology; Selection (genetic algorithm); Social psychology; Sociology; Law; Art; Computer science; Political science; Multimedia; Literature; Artificial intelligence; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.03162742074734861,"gpt":0.2268345605452488,"spread":0.1952071397979002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0000141022,0.0002099651,0.0002491398,0.0003910346,0.002378397,0.0003761542,0.0007426559,0.000252106,0.00000500901],"category_scores_gemma":[0.0002523567,0.0002629084,0.0001185661,0.0002346113,0.0006084788,0.002084208,0.0004399736,0.0002985944,0.00002488689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003560921,"about_ca_system_score_gemma":0.0002613089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167643,"about_ca_topic_score_gemma":0.01030337,"domain_scores_codex":[0.9984211,0.0001768672,0.000147795,0.0004858644,0.0003394874,0.0004288729],"domain_scores_gemma":[0.998677,0.0002135246,0.0002124982,0.0004173506,0.0001291272,0.000350491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002413577,0.0001940224,0.9421276,0.00004026856,0.0001114078,0.0003904663,0.006622235,0.00001308078,0.001641827,0.002293244,0.04266934,0.003655095],"study_design_scores_gemma":[0.001114666,0.00005997293,0.1752672,0.00007387153,0.00006423975,0.00001169694,0.2317757,0.000001586315,0.0001031304,0.0003125044,0.5907885,0.0004268887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5087459,0.0000748525,0.00009718143,0.00005946506,0.0003178642,0.0002236235,0.00002537806,0.0001163347,0.4903394],"genre_scores_gemma":[0.5957895,0.0001397117,0.00003164817,0.0000103692,0.00009064307,1.016418e-7,0.00000422775,0.000008278548,0.4039255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7668604,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105503517","doi":"","title":"GROUP-INVARIANT SOLUTIONS OF SEMILINEAR SCHRODINGER EQUATIONS IN MULTI-DIMENSIONS","year":2015,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Brock University","keywords":"Noether's theorem; Ode; Mathematics; Homogeneous space; Invariant (physics); Symmetry group; Conservation law; Group (periodic table); Ordinary differential equation; Mathematical physics; Mathematical analysis; Differential equation; Pure mathematics; Physics; Quantum mechanics","retraction":null,"screen_n_in":null,"score":{"opus":0.03001832476342173,"gpt":0.218448108486393,"spread":0.1884297837229713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000005633169,0.0001969814,0.0002585262,0.0004116425,0.0002809869,0.00004416373,0.0003340852,0.0000961283,0.000006866399],"category_scores_gemma":[0.00002533873,0.000246199,0.0001989333,0.0006863731,0.0001331197,0.0009107977,0.0002953123,0.0002248998,0.00002819749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262049,"about_ca_system_score_gemma":0.0002835714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421007,"about_ca_topic_score_gemma":0.0003010243,"domain_scores_codex":[0.9987935,0.00007950669,0.0002174396,0.0003482658,0.0002094689,0.000351778],"domain_scores_gemma":[0.9988929,0.00009993988,0.0001535349,0.0003138375,0.0002378018,0.0003019689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007039923,0.008323216,0.6992549,0.0001045917,0.0009704944,0.0004233799,0.0008504658,0.01613228,0.1478696,0.07775312,0.04671256,0.0009013606],"study_design_scores_gemma":[0.03932068,0.002519936,0.04850119,0.001253492,0.001665776,0.000105819,0.4092494,0.01247602,0.008548416,0.004281986,0.4651993,0.006878008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8071437,0.00008857358,0.1063783,0.00001968304,0.0005337166,0.0006602737,0.0007384354,0.0002204401,0.08421683],"genre_scores_gemma":[0.8940584,0.000002355594,0.001084367,0.000005040617,0.00006839616,1.238437e-7,0.00008278708,0.00001541747,0.1046831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6507537,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599055909","doi":"","title":"The carbon disclosure project, an evolution in international environmental corporate governance : motivations and determinants of market response to voluntary disclosures","year":2010,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Shareholder; Corporate governance; Accounting; Publicity; Equity (law); Gratitude; Institutional investor; Public relations; Political science; Business; Psychology; Finance; Marketing; Social psychology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.008688927545710603,"gpt":0.1978247248347133,"spread":0.1891357972890027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003422729,0.0003344042,0.0003279209,0.000617091,0.0004745397,0.0002481944,0.0006460239,0.0002826086,0.000002644267],"category_scores_gemma":[0.0004271577,0.0003697546,0.0001340336,0.0007008081,0.0001655108,0.002166579,0.0004443199,0.0004030642,0.000001943132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006446126,"about_ca_system_score_gemma":0.000315687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748823,"about_ca_topic_score_gemma":0.03569187,"domain_scores_codex":[0.9980481,0.00009208466,0.0004198886,0.0006317617,0.000513967,0.0002942382],"domain_scores_gemma":[0.997817,0.0001777862,0.001361514,0.000376116,0.0002144326,0.0000531521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006799144,0.0002087543,0.9663203,0.00008716017,0.00005416933,0.0001548015,0.00009326774,0.00002641523,0.0243572,0.00006354981,0.0005432189,0.001292075],"study_design_scores_gemma":[0.0005023764,0.00005479135,0.9685474,0.0001641978,0.00008687876,0.000008705583,0.01831253,0.00008996681,0.00009895844,0.000126254,0.0116116,0.0003963565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913238,0.00001865211,0.000005409885,0.000008172653,0.0005014009,0.0005730518,0.00009821946,0.00005146661,0.007419842],"genre_scores_gemma":[0.8261666,0.00001339566,0.00001374921,0.000005046284,0.0001103977,7.54262e-7,0.0001232878,0.00002765488,0.1735391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661193,"threshold_uncertainty_score":0.9998754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995757799","doi":"10.14430/arctic69527","title":"Impacts of Road Dust on Small Subarctic Lake Systems","year":2019,"lang":"ceb","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Aurora Research Institute","keywords":"Diatom; Permafrost; Paleolimnology; Subarctic climate; Environmental science; Arctic; Physical geography; Oceanography; Sediment; Climate change; Vegetation (pathology); Limnology; Range (aeronautics); Geology; Ecology; Hydrology (agriculture); Geography; Geomorphology","retraction":null,"screen_n_in":null,"score":{"opus":0.01891131962808793,"gpt":0.1791530138664343,"spread":0.1602416942383463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00000849335,0.0005777553,0.000730188,0.0008143497,0.0004455652,0.0003013604,0.001054188,0.0004730334,0.0003408054],"category_scores_gemma":[0.00003073746,0.0006726165,0.0004545808,0.001029645,0.0002209098,0.001621138,0.0002566098,0.0004858079,0.001106861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962854,"about_ca_system_score_gemma":0.0003144806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839926,"about_ca_topic_score_gemma":0.0238687,"domain_scores_codex":[0.9970471,0.0002116976,0.0003867407,0.000888132,0.0006180826,0.0008482741],"domain_scores_gemma":[0.9974212,0.0003353698,0.000535694,0.0007202263,0.0002967334,0.0006907853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001405829,0.0002926557,0.9758382,0.0006817806,0.0002716643,0.0006857755,0.0001262481,0.001527847,0.003803147,0.00004023795,0.01494079,0.0003858664],"study_design_scores_gemma":[0.004189389,0.003227722,0.5065703,0.00154224,0.0005793237,0.000392845,0.05494155,0.0003416458,0.0003641876,0.00000699366,0.425855,0.001988756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809603,0.0002888905,0.000009662553,0.000006787987,0.001528101,0.0005487393,0.004153379,0.00009210395,0.112412],"genre_scores_gemma":[0.6647808,0.0002464828,0.000002384574,0.00002522386,0.0001320801,1.763628e-8,0.0005923921,0.00001621919,0.3342044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4692678,"threshold_uncertainty_score":0.9996709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2399994992","doi":"","title":"Etiology and Management of Grape Sour Rot","year":2016,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Etiology; Sour cherry; Horticulture; Biology; Medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.01370214773366445,"gpt":0.2032213000804713,"spread":0.1895191523468069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000002632349,0.0003180295,0.0003701182,0.00009142498,0.000417847,0.00007245289,0.0005487549,0.0003535887,0.00002421715],"category_scores_gemma":[0.00001175224,0.0001546434,0.0002517361,0.0004297724,0.0001340194,0.0005787942,0.0002815278,0.0002074715,0.00002684131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384352,"about_ca_system_score_gemma":0.00002348135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240903,"about_ca_topic_score_gemma":0.0008653597,"domain_scores_codex":[0.9984053,0.00007854385,0.0002043717,0.0005766787,0.000343507,0.0003915968],"domain_scores_gemma":[0.9990078,0.0001107228,0.0002346594,0.00009609854,0.000293851,0.0002568444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001786844,0.0003333767,0.01723824,0.0006155291,0.0007253199,0.0004793541,0.00005282574,0.000001757574,0.9064328,0.0007866481,0.01859037,0.05295693],"study_design_scores_gemma":[0.001442986,0.001274016,0.4349918,0.001217494,0.0005290433,0.0000907864,0.06222282,6.564634e-7,0.008344499,0.0001958134,0.4880822,0.001607896],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9440873,0.00009066176,0.0000019017,0.00001317457,0.0001451844,0.0003175648,0.0001373955,0.00008001261,0.05512681],"genre_scores_gemma":[0.3738529,0.0007052018,0.00001034198,0.00000402591,0.00005625846,2.568092e-7,0.0002179894,0.000002122195,0.6251509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8980883,"threshold_uncertainty_score":0.6306176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2285699612","doi":"","title":"Ribbed moraines and subglacial geomorphological signatures of interior-sector palaeo-ice sheet dynamics","year":2015,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Moraine; Geology; Antarctic ice sheet; Geomorphology; Ice sheet; Physical geography; Earth science; Geography; Cryosphere; Glacier; Oceanography; Sea ice","retraction":null,"screen_n_in":null,"score":{"opus":0.01156189969836541,"gpt":0.2012236030923883,"spread":0.1896617033940229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000009539292,0.0003992439,0.0006134891,0.0006115712,0.000373971,0.00007311195,0.0007399774,0.0009334958,0.00008977167],"category_scores_gemma":[0.0001096153,0.0004332893,0.0001965314,0.0004682648,0.0004828403,0.0006339445,0.0001309799,0.0006780986,0.00003891453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003405444,"about_ca_system_score_gemma":0.0003164829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000340342,"about_ca_topic_score_gemma":0.02816373,"domain_scores_codex":[0.9980133,0.0002224149,0.0002557972,0.0006670473,0.0003825472,0.0004588513],"domain_scores_gemma":[0.9983593,0.0002808826,0.0003258652,0.0002682759,0.0004176791,0.0003480254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002201751,0.00004268581,0.9886267,0.0001677853,0.0001733904,0.0007173265,0.00005885449,0.00009941802,0.0002184359,0.00003663558,0.00736732,0.0002896848],"study_design_scores_gemma":[0.002885211,0.001550987,0.9244885,0.0003163435,0.0005499886,0.0004974066,0.03832886,0.0001988389,0.0001662057,0.0004203347,0.02892426,0.001673043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280182,0.0002772555,0.00001065259,0.000003495637,0.0005649456,0.0002353756,0.0004772554,0.00007785554,0.07033502],"genre_scores_gemma":[0.7692869,0.000101861,0.00003034028,0.000008193343,0.00006030541,4.413248e-8,0.00225201,0.000008179557,0.2282522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587313,"threshold_uncertainty_score":0.9998119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2287553653","doi":"","title":"Postglacial water levels in the Great Lakes Region in relation to Holocene climate change : Thecamoebian and Palynological evidence /","year":2000,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Brock University","keywords":"Holocene; Palynology; Climate change; Physical geography; Relation (database); Geology; Geography; Oceanography; Climatology; Pollen; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.03539202120006092,"gpt":0.2204872057984887,"spread":0.1850951845984278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001787139,0.0002937815,0.0003382329,0.0008272452,0.0004475805,0.00009808383,0.0006273251,0.0006078416,0.00002987061],"category_scores_gemma":[0.00004245222,0.0002437644,0.00009552231,0.0005796424,0.0001485432,0.00118865,0.00006845119,0.0006293019,0.00009876751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068342,"about_ca_system_score_gemma":0.0000692963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005596506,"about_ca_topic_score_gemma":0.03915475,"domain_scores_codex":[0.997904,0.00041105,0.0002029508,0.0006398989,0.0002640104,0.0005780901],"domain_scores_gemma":[0.9991667,0.0002862202,0.0000891179,0.0002466812,0.0000658731,0.0001454397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001804165,0.00003570549,0.9945268,0.00005149861,0.00001449969,0.001365457,0.0007052213,0.00006349627,0.00002798212,0.00001119032,0.0001754016,0.001218609],"study_design_scores_gemma":[0.0004270042,0.0002624487,0.9866332,0.0002249351,0.00003710217,0.0001702202,0.009824986,0.0000100688,0.00001445273,0.00004976763,0.002043986,0.0003017642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801871,0.000190047,0.000001297783,0.00005518026,0.0001352618,0.0004823132,0.00003396768,0.00003992487,0.01887491],"genre_scores_gemma":[0.9579959,0.0004312801,0.00000557794,0.00005124293,0.00004263162,2.81284e-7,0.0002716481,0.000005026902,0.04119641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0385951,"threshold_uncertainty_score":0.9940422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603043414","doi":"","title":"Leveling the Playing Field: Assessing Physical Literacy in Children and Youth with Physical Disabilities","year":2017,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Field (mathematics); Literacy; Developmental psychology; Pedagogy; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01309525264888777,"gpt":0.2695272919870459,"spread":0.2564320393381581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00000933878,0.0002746281,0.0003296846,0.000207675,0.002739243,0.0007569317,0.0006462922,0.0002138095,0.000004696196],"category_scores_gemma":[0.000165661,0.0002559543,0.0001686805,0.0002638667,0.0003972681,0.001972086,0.0001379199,0.0004848212,0.0000041144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003658037,"about_ca_system_score_gemma":0.0005687025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514772,"about_ca_topic_score_gemma":0.003221729,"domain_scores_codex":[0.9984552,0.000135409,0.0001352841,0.0005051854,0.0004390365,0.0003299153],"domain_scores_gemma":[0.998755,0.000296951,0.0002382661,0.0003337991,0.0001955571,0.0001804733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001082943,0.002094194,0.8498652,0.0001666,0.0002562693,0.00005186289,0.1250114,0.00006333258,0.0003046206,0.003601345,0.003522008,0.01398022],"study_design_scores_gemma":[0.0006076515,0.00007918326,0.1322637,0.0002976263,0.0001711457,0.000007074075,0.8560187,0.000007507517,0.0000271916,0.0001901511,0.009758955,0.0005711128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615999,0.0000129896,0.000009476927,0.00002311181,0.0001855263,0.0002574749,0.00002893301,0.00006180519,0.1378208],"genre_scores_gemma":[0.7530791,0.00001785726,0.000007448252,0.00001479415,0.0002289301,1.609316e-7,0.0001201678,0.0000112758,0.2465202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7310073,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899521721","doi":"","title":"Young Men’s Experiences and Views of Sex Education in Bangladesh: A Foucauldian Discourse Analysis","year":2018,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Brock University","keywords":"Gender studies; Discourse analysis; Sociology; Sex education; Psychology; Human sexuality; Linguistics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.008720414162868395,"gpt":0.2462841071136346,"spread":0.2375636929507662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001023028,0.0003014414,0.000481277,0.001358781,0.0008148713,0.0001600331,0.0006577125,0.0003766566,0.00002825089],"category_scores_gemma":[0.00003904704,0.0003843304,0.0002755011,0.001623243,0.000346912,0.001677617,0.00006734484,0.0001978531,0.000004559222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006662479,"about_ca_system_score_gemma":0.002008653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007097127,"about_ca_topic_score_gemma":0.1253911,"domain_scores_codex":[0.9980814,0.0001968796,0.0002788589,0.0006307762,0.0004661632,0.0003459222],"domain_scores_gemma":[0.9985301,0.00006406062,0.0004730475,0.0003149138,0.0003320534,0.000285782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000604216,0.001539407,0.7589153,0.0003316212,0.001138948,0.00005072586,0.168496,0.00001300531,0.0004494655,0.000959345,0.05931582,0.00818617],"study_design_scores_gemma":[0.000240412,0.00005080071,0.04153925,0.0001211963,0.0004429087,0.000002047886,0.8310319,0.000001286013,0.00007268474,0.00003627236,0.1260799,0.0003814061],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7265589,0.0002922069,0.00001833306,0.000005779895,0.000450165,0.0002625691,0.00003619436,0.00004080562,0.272335],"genre_scores_gemma":[0.4391284,0.0004164854,0.00002877722,0.000004615154,0.000116892,5.456487e-7,0.0002504587,0.0000117601,0.5600421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7173761,"threshold_uncertainty_score":0.9998609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2616345675","doi":"","title":"Educator Evaluation of Academic and Social Competence in Students with Acquired Brain Injury (ABI) Relative to Assessed Performance and Sense of Belonging","year":2012,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ontario Neurotrauma Foundation","keywords":"Psychology; Neurocognitive; Competence (human resources); Perception; Social competence; Academic achievement; Identification (biology); Cognition; Developmental psychology; Social psychology; Social change","retraction":null,"screen_n_in":null,"score":{"opus":0.03023526425332435,"gpt":0.3041810211571798,"spread":0.2739457569038554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003098957,0.000293562,0.0006010996,0.001198656,0.0001854772,0.00002514477,0.0002491718,0.0003582641,0.00000262536],"category_scores_gemma":[0.0001097591,0.0003418988,0.00007251412,0.0007952019,0.0001992634,0.001179114,0.0002112151,0.0004369881,0.000001252868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005229402,"about_ca_system_score_gemma":0.0007858569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006603865,"about_ca_topic_score_gemma":0.0001245542,"domain_scores_codex":[0.9976045,0.0001915781,0.0003161865,0.0004686918,0.001103957,0.0003150393],"domain_scores_gemma":[0.9983002,0.0002328152,0.000428448,0.0002125116,0.0005981094,0.0002279362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007952182,0.0005199204,0.8838294,0.00182359,0.000510217,0.00004339453,0.00357969,0.00001772844,0.09744936,0.000077349,0.000759032,0.003438194],"study_design_scores_gemma":[0.002639002,0.0006396589,0.9415978,0.001406242,0.0005235476,0.00003977599,0.0504045,0.00001392349,0.002173602,0.000005931752,0.0002293552,0.0003266156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933999,0.00004670048,0.0000153562,0.00001000046,0.00007021185,0.0009295943,0.00004461056,0.00002517418,0.005458481],"genre_scores_gemma":[0.9662579,0.00002013523,0.00008925343,0.000007105666,0.00002768395,6.850606e-7,0.00009491169,0.00002548876,0.03347685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09527576,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001249454","doi":"","title":"Innovation and adaptation in the Ontario grape and wine industry: An integrated, transdisciplinary response to climate change","year":2012,"lang":"en","type":"report","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wine; Climate change; Adaptation (eye); Work (physics); Climate change adaptation; Wine grape; Grape wine; Knowledge sharing","retraction":null,"screen_n_in":null,"score":{"opus":0.05784272859214332,"gpt":0.2419115092828086,"spread":0.1840687806906653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009295385,0.0008168081,0.0007085208,0.004628929,0.0006832621,0.0003680055,0.0008039362,0.001250362,0.000004946305],"category_scores_gemma":[0.0001455754,0.0008827986,0.0001376324,0.004343197,0.0002805344,0.005121899,0.0006590688,0.001809748,0.00002149517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0035307,"about_ca_system_score_gemma":0.001157001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005660035,"about_ca_topic_score_gemma":0.05434308,"domain_scores_codex":[0.9957584,0.0006385485,0.0005550468,0.00118109,0.001061052,0.0008058545],"domain_scores_gemma":[0.9970471,0.0002508216,0.0006582379,0.0006983781,0.0008866655,0.0004587581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06315131,0.004113752,0.7712384,0.001100529,0.001132652,0.006249382,0.0548201,0.0003831811,0.01921842,0.0005418672,0.05915555,0.01889484],"study_design_scores_gemma":[0.00182355,0.001014534,0.3722922,0.000760428,0.000496567,0.000839424,0.1011777,0.000007146632,0.00001722111,0.00001684387,0.5202914,0.001263073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792547,0.00008112774,0.00007056732,0.00002416629,0.0003052443,0.001385293,0.0007215205,0.0002247069,0.01793264],"genre_scores_gemma":[0.7817129,0.0001098278,0.000214424,0.00005651564,0.000352232,0.000003156793,0.001169867,0.0001627019,0.2162183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611358,"threshold_uncertainty_score":0.9993623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2287155990","doi":"","title":"Gaining a better understanding of how Outward Bound Western Canada course outcomes are achieved : a research study /","year":2000,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Course (navigation); Mathematics education; Political science; Medical education; Engineering ethics; Psychology; Engineering; Medicine; Aerospace engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.03945950911200443,"gpt":0.2707304730670991,"spread":0.2312709639550946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00002956132,0.0004988822,0.0007877675,0.0009110227,0.002304045,0.0004785225,0.001270571,0.0004688069,0.00001134165],"category_scores_gemma":[0.00009070796,0.0006360742,0.0003433718,0.00110316,0.0003140385,0.001366877,0.0002631987,0.0008088725,0.000006598647],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004631693,"about_ca_system_score_gemma":0.004863816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1442492,"about_ca_topic_score_gemma":0.8840555,"domain_scores_codex":[0.9953335,0.0005701274,0.0003363876,0.0008731882,0.002004824,0.0008820053],"domain_scores_gemma":[0.9974495,0.0003777527,0.0005632665,0.000467505,0.0006545402,0.0004874987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001378222,0.0008062177,0.8755737,0.0001774602,0.001300488,0.001954585,0.01472905,0.00002890959,0.00008192209,0.00004082726,0.1035489,0.000379765],"study_design_scores_gemma":[0.0009206965,0.0001430985,0.141205,0.000236153,0.0002207851,0.000003074785,0.760596,2.608819e-7,0.0000103896,0.00002260479,0.09606069,0.0005812338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954155,0.00006502523,0.00004603393,0.00003946646,0.000736939,0.0007753788,0.0001078388,0.000135407,0.04393892],"genre_scores_gemma":[0.5387517,0.00003111237,0.000006814009,0.000009813623,0.00006508055,3.044586e-7,0.000053477,0.00002700819,0.4610547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.745867,"threshold_uncertainty_score":0.9996091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2521756032","doi":"","title":"The Utility of Microfossils in Geoarchaeology: A Case Study from Lake Simcoe, Ontario and Methodological Considerations","year":2016,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Geological Society of America","keywords":"Geoarchaeology; Archaeology; Geology; Geography; Hydrology (agriculture); Geotechnical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.02530587066040979,"gpt":0.2157820605321365,"spread":0.1904761898717267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001308947,0.0002545537,0.0003928164,0.0001719402,0.001007757,0.00002374602,0.0002589566,0.0002442576,0.0001018981],"category_scores_gemma":[0.00007447809,0.0002080918,0.0001030351,0.0001519942,0.0008318567,0.000378596,0.000176028,0.0003485992,0.000006465111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000477291,"about_ca_system_score_gemma":0.000158948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02540174,"about_ca_topic_score_gemma":0.9107358,"domain_scores_codex":[0.9983969,0.0003720306,0.0002390179,0.0005361483,0.0001703002,0.0002856437],"domain_scores_gemma":[0.9980407,0.001329276,0.0002361988,0.0002163691,0.00005858629,0.0001188813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000516288,0.00008919824,0.9928277,0.000009535025,0.0001416482,0.002639372,0.0007583798,0.000005501681,0.00007340612,0.000005052475,0.0004503324,0.002483589],"study_design_scores_gemma":[0.0007055186,0.0002311082,0.9140937,0.0000320634,0.0001100586,0.0001790097,0.07353242,0.000001502142,0.00003461364,0.0004834353,0.01036316,0.0002333547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840068,0.0003200832,0.0000235578,0.000005118047,0.0001978497,0.0003384848,0.0002856729,0.00002185668,0.01480057],"genre_scores_gemma":[0.8731288,0.0001871168,0.00006092201,0.00000572439,0.00001448676,9.507826e-8,0.00009279248,0.000002964596,0.1265071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8853341,"threshold_uncertainty_score":0.9810882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909369673","doi":"","title":"Forging Multiple Pathways: Integrating International Students into a Canadian University Library","year":2019,"lang":"en","type":"book-chapter","venue":"Brock University Digital Repository (Brock University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forging; Library science; Political science; Computer science; Engineering; Mechanical engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0109888663995175,"gpt":0.1905773177663046,"spread":0.1795884513667871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000009154541,0.0004369649,0.0003741687,0.001645352,0.001747229,0.0009058448,0.002822702,0.0005370773,0.0001518156],"category_scores_gemma":[0.00005493381,0.0005864302,0.0003955431,0.0004420415,0.000365217,0.02670562,0.001013335,0.0005849195,0.000350379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968359,"about_ca_system_score_gemma":0.003122185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009366903,"about_ca_topic_score_gemma":0.02292464,"domain_scores_codex":[0.9974551,0.0000794727,0.0002886104,0.0006903213,0.0009100889,0.0005764648],"domain_scores_gemma":[0.9978259,0.0001893697,0.0004591241,0.0004119201,0.0002927886,0.0008209514],"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":[0.0007892848,0.0002551401,0.2431557,0.0002055526,0.001063337,0.002289128,0.007902612,0.0002188174,0.0002458188,0.2743477,0.4592946,0.01023234],"study_design_scores_gemma":[0.0005627078,0.00005732875,0.000642875,0.0002330794,0.00004539948,0.000007219551,0.04531553,0.00001202052,0.00000714356,0.0002113218,0.9522995,0.0006058929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006834082,0.00001963068,0.0001202529,0.00006964116,0.001027452,0.0004562662,0.000339214,0.000333274,0.9908002],"genre_scores_gemma":[0.02886393,0.0001374789,0.0001630685,0.0002118987,0.0002099356,3.162838e-8,0.0003021525,0.00003299841,0.9700785],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4930049,"threshold_uncertainty_score":0.9996587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W840639497","doi":"","title":"Bacteriophages of Erwinia amylovora and their potential use in biological control","year":2000,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Plant Pathogenic Bacteria Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Erwinia; Biology; Microbiology; Bacteriophage; Fire blight; Bacteria; Genetics; Escherichia coli","retraction":null,"screen_n_in":null,"score":{"opus":0.009621183753359693,"gpt":0.1587293665401066,"spread":0.1491081827867469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000003123406,0.0004071015,0.0006197137,0.0001555315,0.0002436806,0.0001088066,0.0004733224,0.0004853255,0.00001644023],"category_scores_gemma":[0.00002226754,0.0002406224,0.0002552839,0.0003956912,0.0001355994,0.00081814,0.0001552028,0.0002694594,0.000005653031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146129,"about_ca_system_score_gemma":0.00003960486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045917,"about_ca_topic_score_gemma":0.002311861,"domain_scores_codex":[0.9984754,0.0001311724,0.0002642099,0.0006229717,0.0001589271,0.0003473222],"domain_scores_gemma":[0.9991214,0.0002176958,0.0002943712,0.000099444,0.0001165229,0.0001506257],"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":[0.002966351,0.0002284764,0.04811729,0.00004188118,0.0001742568,0.0003080156,0.00004348748,0.000005882119,0.94345,0.000006082714,0.0008917936,0.003766457],"study_design_scores_gemma":[0.0009765376,0.0004218239,0.9425288,0.0001876971,0.0001070462,0.00006587315,0.01228045,0.000001480199,0.001416235,0.000012502,0.0413461,0.0006554599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952064,0.000115553,0.000001281416,0.00000182423,0.0001547137,0.0002657768,0.001211682,0.00007257888,0.002970162],"genre_scores_gemma":[0.9114505,0.0003873345,0.000007043951,0.000007062217,0.00005574246,1.705629e-7,0.0006344329,0.000002894157,0.08745479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9420338,"threshold_uncertainty_score":0.9812298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531669331","doi":"","title":"\"It was easy to look for a place, but hard to actually get one\": University students' experiences of racial discrimination in off-campus housing","year":2016,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mathematics education; Sociology; Psychology; Pedagogy","retraction":null,"screen_n_in":null,"score":{"opus":0.01760926975918088,"gpt":0.2521771142367774,"spread":0.2345678444775965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00002400255,0.0004457237,0.0006842344,0.00125559,0.001423392,0.0001967446,0.001330603,0.0004568176,0.00001158719],"category_scores_gemma":[0.0002996565,0.0005270414,0.0003461707,0.001135532,0.00021487,0.001874011,0.0003702271,0.0002125853,0.00001579103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713294,"about_ca_system_score_gemma":0.0008180832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007284314,"about_ca_topic_score_gemma":0.03259933,"domain_scores_codex":[0.9968584,0.0002252709,0.0003678697,0.0008998453,0.001041149,0.0006074581],"domain_scores_gemma":[0.9973785,0.0004785519,0.0005256436,0.0002819034,0.0009092684,0.0004261349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03648943,0.005018768,0.1709969,0.001222956,0.002760241,0.0007271922,0.6182314,0.0004903822,0.0302085,0.002416901,0.1023301,0.02910721],"study_design_scores_gemma":[0.001441818,0.0003404787,0.007332773,0.0005116076,0.0002177901,8.346565e-7,0.7993445,9.772966e-7,0.000511641,0.00001784011,0.1895368,0.0007429406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9526131,0.00003845476,0.001044175,0.0000247248,0.0007167167,0.001373205,0.000332197,0.0001333795,0.04372403],"genre_scores_gemma":[0.4814997,0.00009485347,0.0001379708,0.00002446959,0.0001383225,0.000001338173,0.0001233043,0.00002171349,0.5179583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4742343,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W826819098","doi":"","title":"Determinants of bankruptcy protection duration for Canadian firms","year":2011,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bankruptcy; Duration (music); Business; Finance; Art; Literature","retraction":null,"screen_n_in":null,"score":{"opus":0.01506725623040975,"gpt":0.1777206134722392,"spread":0.1626533572418295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000003523513,0.0003413611,0.0003580397,0.0008793272,0.00055716,0.0001445201,0.0005353506,0.000402345,0.00001067461],"category_scores_gemma":[0.00005741005,0.0004504991,0.0002924093,0.0005752448,0.00004730026,0.003229319,0.00007788691,0.0001983387,0.00003565325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462845,"about_ca_system_score_gemma":0.0003912675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04135918,"about_ca_topic_score_gemma":0.3255673,"domain_scores_codex":[0.9986123,0.000009846497,0.0002921618,0.0005099727,0.0002367184,0.000338989],"domain_scores_gemma":[0.997949,0.00002080887,0.001013571,0.0002817528,0.0006731644,0.00006169573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02090584,0.002412327,0.5507628,0.0172899,0.001484698,0.001594576,0.0005073506,0.0003291704,0.04773907,0.008711002,0.2943827,0.05388051],"study_design_scores_gemma":[0.001944572,0.0002210886,0.08722343,0.00100588,0.000705811,0.00001848955,0.01086188,0.00009601817,0.002196968,0.00070511,0.8933653,0.001655449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646334,0.00004783295,0.0002699902,0.000002230225,0.001562318,0.001354988,0.0001977749,0.000170615,0.1317608],"genre_scores_gemma":[0.5027987,0.00001282614,0.00002184169,0.00001330877,0.0002357601,9.458367e-7,0.0003655397,0.00003690202,0.4965141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5989826,"threshold_uncertainty_score":0.9997947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883492555","doi":"","title":"Decision-Making in Agriculture: Why do Farmers Decide to Adopt a New Practice?","year":2018,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Business; Agricultural science; Geography; Environmental science","retraction":null,"screen_n_in":null,"score":{"opus":0.00457134391735823,"gpt":0.2022609266226852,"spread":0.197689582705327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000008837786,0.0007110951,0.0005252859,0.0004630925,0.0005736165,0.000289095,0.00126692,0.0006900377,0.0001512137],"category_scores_gemma":[0.0002710732,0.0007515407,0.000380587,0.001811985,0.0001518582,0.003390254,0.0008294798,0.0006460428,0.0005298875],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577303,"about_ca_system_score_gemma":0.0001608855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109281,"about_ca_topic_score_gemma":0.008307489,"domain_scores_codex":[0.9964384,0.000122884,0.0003808876,0.001355542,0.0009115355,0.0007906806],"domain_scores_gemma":[0.9979162,0.0002560898,0.0004205651,0.0005667357,0.00008343949,0.0007569462],"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":[0.004398962,0.0009634716,0.04926084,0.00008279338,0.0002303319,0.00167873,0.001232423,0.004668125,0.006800721,0.00002135386,0.9136698,0.01699241],"study_design_scores_gemma":[0.0007795385,0.0004340539,0.05964743,0.0003857774,0.0002159465,0.000107031,0.125562,0.000001025577,0.0001531837,0.0001097654,0.8114458,0.00115844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7414982,0.00007790128,0.00168539,0.0000246321,0.0008067154,0.001286631,0.00006173144,0.0002195546,0.2543392],"genre_scores_gemma":[0.2147271,0.00007912803,0.00248311,0.0002689369,0.0002044826,7.537122e-7,0.0001966731,0.00007101905,0.7819688],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5276296,"threshold_uncertainty_score":0.9994935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7066050249","doi":"","title":"Glacial Dynamics and Stratigraphy in the Southern Great Slave Lake Region, Northwest Territories","year":2023,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Glacial period; Bedrock; Stratigraphy; Glacier; Pleistocene; Shore; Quaternary; Sedimentary depositional environment","retraction":null,"screen_n_in":null,"score":{"opus":0.006886061317756389,"gpt":0.1807453742341859,"spread":0.1738593129164295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000003354781,0.0003736374,0.0003097578,0.0007337695,0.0002778709,0.0002248906,0.0006990576,0.0002001113,0.0003469826],"category_scores_gemma":[0.000004994988,0.0003849193,0.0001895254,0.0007274018,0.000251692,0.000149434,0.0003691386,0.000391656,0.00002222603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005606774,"about_ca_system_score_gemma":0.0001469918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01539547,"about_ca_topic_score_gemma":0.5300734,"domain_scores_codex":[0.9984259,0.00008917085,0.0001618121,0.0005536536,0.0003954656,0.00037397],"domain_scores_gemma":[0.9990424,0.0001120489,0.0001893509,0.0004263874,0.00007807567,0.0001517285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001410123,0.0002013103,0.6417301,0.00007347293,0.0002551205,0.0005971003,0.0001246006,0.000002969153,0.00001882109,0.001486226,0.3391512,0.01621812],"study_design_scores_gemma":[0.000915543,0.0001091867,0.01540764,0.0001380447,0.00009925714,0.000008954987,0.03549895,0.000007238977,0.000001546583,0.00004149132,0.9472868,0.0004853358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008332072,0.00002277236,0.0002363042,0.00001730471,0.0002204717,0.0006158128,0.001305334,0.0002500268,0.9889999],"genre_scores_gemma":[0.009479433,0.00002690348,0.000008897956,0.00000486923,0.0002306288,5.720909e-7,0.0002351598,0.0001066107,0.9899069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6263224,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605215394","doi":"","title":"Ten years after : a qualitative study of students' experiences in a high school theatre company","year":2010,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Qualitative research; Mathematics education; Psychology; Pedagogy; Sociology; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.01091052089392966,"gpt":0.2283429924791932,"spread":0.2174324715852635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000005499356,0.0004073744,0.0006298234,0.0008956249,0.0003884572,0.0001940133,0.0008118135,0.0002071868,0.00007727349],"category_scores_gemma":[0.000008219505,0.0004482291,0.0002158476,0.0002591078,0.0002388289,0.00128896,0.0002609876,0.0005440438,0.00002841281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010908,"about_ca_system_score_gemma":0.0001456092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158184,"about_ca_topic_score_gemma":0.07637605,"domain_scores_codex":[0.998114,0.0001360698,0.0003307212,0.0005409251,0.0005507746,0.0003274892],"domain_scores_gemma":[0.9988236,0.00009875287,0.0003460142,0.0003348417,0.0002570012,0.0001398045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004693008,0.003114684,0.1294104,0.0002896374,0.001028565,0.000595455,0.8510379,0.00001336899,0.0002333676,0.0002004413,0.008787757,0.000595336],"study_design_scores_gemma":[0.001273265,0.0005347646,0.02775844,0.0001871038,0.0001730324,0.000001834974,0.9384924,9.892417e-8,0.00001835726,0.00001813149,0.03109511,0.0004474355],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383594,0.00005846212,3.55839e-7,6.639255e-7,0.0006402484,0.0004556596,0.0001010073,0.00006740003,0.06031677],"genre_scores_gemma":[0.659205,0.00001433842,0.000002485182,0.000003135929,0.00009415123,0.00000154044,0.0000493159,0.0000175938,0.3406124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2802956,"threshold_uncertainty_score":0.9997969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6991721033","doi":"","title":"The hydrological and limnological characterization of two Canadian water catchments sensitive to anthropogenic influences: Crawford Lake, Ontario and Old Crow Flats, Yukon","year":2022,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Thermokarst; Permafrost; Chemocline; Hydrology (agriculture); Shore; Arctic; Wetland; Water column; Limnology; Water table","retraction":null,"screen_n_in":null,"score":{"opus":0.009150756418673987,"gpt":0.1840560753421006,"spread":0.1749053189234266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001060723,0.0006292262,0.0006394375,0.001379811,0.001221275,0.000214253,0.0007179602,0.000486986,0.0001485152],"category_scores_gemma":[0.00002840643,0.0005707626,0.0001681881,0.000727528,0.0007571711,0.0006851223,0.001396696,0.0005998941,0.00006386552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001652056,"about_ca_system_score_gemma":0.000417686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06076379,"about_ca_topic_score_gemma":0.773938,"domain_scores_codex":[0.9970462,0.0002616171,0.0002910077,0.001092809,0.0005046542,0.0008036869],"domain_scores_gemma":[0.9980887,0.00008860185,0.00035975,0.0005254668,0.0001947004,0.0007428075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004405254,0.0006274827,0.8176706,0.0001584824,0.002629284,0.004196568,0.001125464,0.0001730912,0.07319054,0.0003195188,0.09431133,0.001192396],"study_design_scores_gemma":[0.001095307,0.0005424421,0.06290881,0.00007021557,0.000282943,0.0001576652,0.00189573,0.000001494468,0.0002923203,0.000008627457,0.9319969,0.0007475048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8953586,0.00002220721,0.00001670305,0.00001618004,0.0003262626,0.0008948485,0.001195938,0.0002289393,0.1019404],"genre_scores_gemma":[0.1293135,0.00009790063,0.00001667648,0.00006199412,0.00005994779,5.919909e-7,0.0004595386,0.0001417112,0.8698482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8376856,"threshold_uncertainty_score":0.9996744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883065502","doi":"","title":"Recognition and discrimination: Is there a role for context in face learning?","year":2018,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Context (archaeology); Face (sociological concept); Facial recognition system; Psychology; Cognitive psychology; Computer science; Pattern recognition (psychology); Sociology; Biology; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.02840376309994463,"gpt":0.2151244205589166,"spread":0.186720657458972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000002564354,0.0003059197,0.0002755322,0.0007127848,0.0002722069,0.0001353597,0.0002728007,0.0003926108,0.000154888],"category_scores_gemma":[0.00007153222,0.0003883688,0.0001452257,0.0003489309,0.0001962852,0.0007190205,0.0001646352,0.0002291655,0.0003017965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352071,"about_ca_system_score_gemma":0.00006873791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000139309,"about_ca_topic_score_gemma":0.0007988248,"domain_scores_codex":[0.9985433,0.0001214498,0.0001318013,0.0007202766,0.0002055473,0.0002775998],"domain_scores_gemma":[0.9992378,0.0001187443,0.0002330577,0.0001675067,0.00008903848,0.0001538296],"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":[0.001233607,0.0005568333,0.006777756,0.0006146249,0.0001005878,0.0001611846,0.000675755,0.000007013169,0.03426212,0.00009931033,0.9233094,0.03220178],"study_design_scores_gemma":[0.001385032,0.0002568515,0.0002898057,0.0003893349,0.00006568406,0.00003639371,0.01868386,0.00002029812,0.001144606,0.0000784893,0.9771379,0.0005117908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04168462,0.00009050361,0.0009280283,0.00001355553,0.0002866508,0.0009315204,0.000533296,0.0004284358,0.9551034],"genre_scores_gemma":[0.04332552,0.0002772512,0.00002841303,0.00005125585,0.00008683597,5.528421e-7,0.00009362776,0.00009227544,0.9560443],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05382843,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W602930085","doi":"","title":"Managing Risk in a Culture of Rights: Providing Support and Treatment in Community-Based Settings for Persons with Intellectual Disabilities who Sexually Offend","year":2013,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Brock University","keywords":"Psychology; Population; Intellectual disability; Teamwork; Applied psychology; Nursing; Medicine; Political science; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.01338633517019544,"gpt":0.2309095904713898,"spread":0.2175232553011943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001562488,0.0006652716,0.0008466141,0.001410992,0.000518775,0.00009721327,0.0005515006,0.0004863253,0.000007117218],"category_scores_gemma":[0.00006272701,0.0007052328,0.0002218602,0.0007465748,0.0002775,0.0007973805,0.00009948963,0.0007663016,0.000004316166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062755,"about_ca_system_score_gemma":0.0002641247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019043,"about_ca_topic_score_gemma":0.02132941,"domain_scores_codex":[0.9975224,0.0003622728,0.0004203244,0.000835724,0.0002708854,0.0005883756],"domain_scores_gemma":[0.9975495,0.0009024218,0.0006210675,0.0005453663,0.0001762177,0.000205421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.03846866,0.007643749,0.3982851,0.004778157,0.003764295,0.0007402703,0.2311032,0.0005092068,0.003837381,0.001156298,0.3031797,0.006534005],"study_design_scores_gemma":[0.006664265,0.003933784,0.006910488,0.001067943,0.0004876812,0.00004705211,0.9218579,0.00002346994,0.0002180294,0.00008957971,0.05759398,0.001105837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328321,0.00007491606,0.0001377176,0.000004072502,0.001657,0.001493531,0.0003808826,0.0001041093,0.0633157],"genre_scores_gemma":[0.5899282,0.00002293438,0.0002932766,0.00001758705,0.0001006809,0.000007560197,0.0009013073,0.00008540475,0.4086431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6907547,"threshold_uncertainty_score":0.9995399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293572282","doi":"","title":"An investigation of the psychopathy construct and its (novel) correlates in non-clinical samples","year":2011,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Brock University","keywords":"Psychopathy; Construct (python library); Psychology; Clinical psychology; Developmental psychology; Social psychology; Personality; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.02500841365135017,"gpt":0.2575168243159726,"spread":0.2325084106646224,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001276791,0.0004178144,0.0006181623,0.0005776177,0.0002526567,0.00004266136,0.0008806991,0.0009164971,0.0000158427],"category_scores_gemma":[0.00003400328,0.0004584028,0.0003086518,0.000640896,0.0003952735,0.0006724063,0.0001179817,0.000721784,0.0000138274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009832306,"about_ca_system_score_gemma":0.0002415496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004230204,"about_ca_topic_score_gemma":0.002421214,"domain_scores_codex":[0.9976928,0.0003222052,0.000492133,0.000899197,0.0002345479,0.0003591739],"domain_scores_gemma":[0.9980886,0.0001872424,0.0007335276,0.0005585777,0.0001913622,0.0002406704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001808456,0.0005577233,0.9837657,0.0001249769,0.0002190955,0.00008294769,0.00143491,0.000003727806,0.005327173,0.0009432985,0.004259668,0.001472305],"study_design_scores_gemma":[0.002668849,0.0003943918,0.9322722,0.0003022643,0.0002616092,0.0001014897,0.05818673,0.00000340323,0.0000883693,0.0003170992,0.004760426,0.0006431685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451367,0.0001877688,0.00003030281,0.000002389157,0.001647406,0.0004173245,0.0001733632,0.00005122353,0.0523535],"genre_scores_gemma":[0.8164166,0.00008253596,0.00003002057,0.00002947065,0.00005480429,4.121599e-7,0.0001828075,0.00003262766,0.1831707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308172,"threshold_uncertainty_score":0.9997868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6986854462","doi":"","title":"Reinforcement Learning-based Time-Dependable Modelling of Fog Connectivity for Software-Defined Vehicular Networks","year":2024,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Reinforcement learning; Vehicular ad hoc network; Intelligent transportation system; Rendering (computer graphics); Key (lock); Data aggregator; Dependency (UML)","retraction":null,"screen_n_in":null,"score":{"opus":0.01167667508798412,"gpt":0.1824920160182734,"spread":0.1708153409302893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001899583,0.001125572,0.001345473,0.002803906,0.0004601182,0.0002212869,0.001228091,0.001169183,0.00006414107],"category_scores_gemma":[0.0001355658,0.001498219,0.001243764,0.001635174,0.0003253891,0.000888814,0.0007687861,0.0009194471,0.0006020382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941809,"about_ca_system_score_gemma":0.0008539217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004932079,"about_ca_topic_score_gemma":0.0001627805,"domain_scores_codex":[0.9956061,0.0002063511,0.0005060112,0.001643029,0.001008096,0.001030418],"domain_scores_gemma":[0.996243,0.000407915,0.001162515,0.0009767456,0.0007130633,0.0004967319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001070467,0.0002153632,0.0004660979,0.0006307575,0.0009269105,0.0001953555,0.00000751093,0.5924112,0.0008019595,0.00007548529,0.4031594,0.00003956664],"study_design_scores_gemma":[0.003306072,0.0007361591,0.000007970952,0.00150591,0.001667986,0.00003059727,0.0006720015,0.03831751,0.0004501175,0.0000363121,0.9514423,0.001827083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0008459754,0.0004013507,0.528942,0.000001791715,0.0006079603,0.002037701,0.0007435805,0.00313491,0.4632847],"genre_scores_gemma":[0.02248918,0.00002330276,0.000814771,0.000006438278,0.0001888703,0.000001293099,0.0004820216,0.00113296,0.9748611],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5540937,"threshold_uncertainty_score":0.9987467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998316675","doi":"","title":"Examining Student Preparation for Certification Examination: An Exploratory Case Study","year":2019,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certification; Exploratory research; Medical education; Psychology; Mathematics education; Engineering; Medicine; Political science; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.04678275360278088,"gpt":0.3019578126824316,"spread":0.2551750590796507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00003357423,0.0004296482,0.000429291,0.0007501495,0.001919378,0.0006297539,0.0008911878,0.0004642543,0.000009272792],"category_scores_gemma":[0.00006189167,0.0006031392,0.0002052052,0.0006937557,0.00008594871,0.00410807,0.0001425762,0.0002720337,0.00002924841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680479,"about_ca_system_score_gemma":0.0008435062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004377155,"about_ca_topic_score_gemma":0.01571649,"domain_scores_codex":[0.996677,0.0004782737,0.0003435933,0.001030909,0.001039199,0.0004309859],"domain_scores_gemma":[0.9971086,0.0002450565,0.0006278505,0.0005172743,0.00122004,0.0002811757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004749662,0.01167592,0.7076259,0.0007478993,0.002579125,0.003374877,0.2037163,0.0005576338,0.0125267,0.001165632,0.03241199,0.01886836],"study_design_scores_gemma":[0.001262748,0.0008490214,0.02516227,0.00005862458,0.0004410014,0.0000140628,0.9372014,0.00000649278,0.00004526719,0.000003482032,0.03430486,0.0006507402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194839,0.00001921893,0.0003722938,8.378117e-7,0.001215876,0.002315043,0.00003451235,0.0002779988,0.07628033],"genre_scores_gemma":[0.5555801,0.00001349364,0.00002441334,0.000002048167,0.0001604381,0.000002598953,0.000288924,0.00002713259,0.4439009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7334852,"threshold_uncertainty_score":0.999642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W629299720","doi":"","title":"Conceptions of Quality and Approaches to Quality Assurance in Ontario’s Universities","year":2015,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality assurance; Quality (philosophy); Quality policy; Accountability; Quality management; Public relations; Function (biology); Higher education; Political science; Business; Engineering; Marketing; Operations management; Epistemology; External quality assessment","retraction":null,"screen_n_in":null,"score":{"opus":0.1714534475746879,"gpt":0.3443400437014105,"spread":0.1728865961267226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000730157,0.0003246574,0.000607044,0.000839547,0.0006694621,0.0001498655,0.0007789785,0.0004767623,0.00001435067],"category_scores_gemma":[0.0004010905,0.0004692936,0.0001874052,0.0007124398,0.0003261649,0.002671098,0.0002193974,0.0005873546,0.00001213164],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003875437,"about_ca_system_score_gemma":0.004858898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1703066,"about_ca_topic_score_gemma":0.8142152,"domain_scores_codex":[0.996558,0.001037308,0.0004066661,0.0006828464,0.0009506606,0.0003645472],"domain_scores_gemma":[0.9972556,0.0006323188,0.0008023085,0.0003532605,0.0005668595,0.0003896282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00611383,0.001686365,0.8222359,0.0009791959,0.0009059247,0.0001787392,0.08686896,0.001820726,0.002831455,0.04203142,0.0310819,0.003265552],"study_design_scores_gemma":[0.0008379965,0.0001036442,0.2690161,0.0002128244,0.0001333509,0.000001731761,0.566983,5.185849e-7,0.0000260766,0.0002283709,0.161876,0.0005803338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7231426,0.00004222292,0.00005144515,0.00003907416,0.0002734568,0.0003775889,0.00007151055,0.00008597654,0.2759161],"genre_scores_gemma":[0.4034931,0.00001886311,0.0001876083,0.000009741604,0.00002760879,1.993845e-7,0.0001048226,0.00001286148,0.5961452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6439086,"threshold_uncertainty_score":0.9999485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1595739166","doi":"","title":"An analysis of students' travel motivations and images of China as a tourist destination","year":2004,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tourism; China; Destination image; Advertising; Marketing; Psychology; Business; Geography; Destinations","retraction":null,"screen_n_in":null,"score":{"opus":0.009003819082105912,"gpt":0.2651124674870568,"spread":0.2561086484049509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000138376,0.0002702836,0.0005470493,0.002398363,0.0007214081,0.0001985403,0.001122368,0.0003415148,0.00001828822],"category_scores_gemma":[0.0001875336,0.0003723536,0.0003310637,0.002125625,0.0004162969,0.001984801,0.0001710447,0.0002689619,0.000002978416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006491563,"about_ca_system_score_gemma":0.0008049491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091342,"about_ca_topic_score_gemma":0.007046025,"domain_scores_codex":[0.9974895,0.0001920442,0.0002676625,0.0005625261,0.001172139,0.0003161024],"domain_scores_gemma":[0.9977847,0.0001410093,0.0005851559,0.0003352664,0.0008307011,0.0003231619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003219209,0.006952694,0.885416,0.001076439,0.01009023,0.001752179,0.0144236,0.003728031,0.04800617,0.01535528,0.007048212,0.002931969],"study_design_scores_gemma":[0.001019868,0.0003678311,0.7495942,0.0002066393,0.00238032,0.000002315504,0.2428414,0.000005273231,0.001544869,0.0002215762,0.001268519,0.0005472834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8730284,0.00003114087,0.0001693756,0.000003227155,0.00008820792,0.0003345771,0.0001709717,0.00006033445,0.1261138],"genre_scores_gemma":[0.7164729,0.00009611845,0.00007158859,0.000001046563,0.00002693339,1.004079e-7,0.0002324563,0.00001356147,0.2830853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284178,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1483320087","doi":"","title":"The effect of governance mechanism and structure on fees and performance of Mutual Funds in Canada","year":2012,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Corporate governance; Accounting; Mutual fund; Open-end fund; Institutional investor; Fund of funds; Closed-end fund; Class (philosophy); Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.003308061510216582,"gpt":0.1413007797462068,"spread":0.1379927182359902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000003735543,0.0002702658,0.0003466283,0.0001531147,0.000216788,0.00004680616,0.0003358143,0.0001388725,0.000001284303],"category_scores_gemma":[0.00002239744,0.000258823,0.00005948596,0.0003742616,0.00006119881,0.00121565,0.0001432467,0.0002265172,8.237025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632027,"about_ca_system_score_gemma":0.0001799666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07562496,"about_ca_topic_score_gemma":0.5322075,"domain_scores_codex":[0.9989837,0.00001475464,0.0001720972,0.0002926007,0.0003071564,0.0002296654],"domain_scores_gemma":[0.9988879,0.0001016469,0.0006854472,0.0001940231,0.0001057541,0.00002521758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002599453,0.00002472511,0.9881199,0.001000488,0.00007096201,0.00004269106,0.0000133704,0.00006882254,0.001897154,0.0008745751,0.00244975,0.002838098],"study_design_scores_gemma":[0.001132295,0.0001859317,0.9746435,0.000522534,0.0001449338,0.00000533087,0.002506539,0.00002232322,0.00130774,0.00002577788,0.01910084,0.0004022618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927057,0.0001423286,0.000001128991,0.000001425064,0.0002930181,0.0001817646,0.00006807804,0.00001079542,0.006595775],"genre_scores_gemma":[0.944253,0.0001311365,9.970424e-7,0.000005204724,0.00005509528,8.883762e-8,0.00003182871,0.00001391938,0.05550875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565826,"threshold_uncertainty_score":0.9999864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W396006483","doi":"","title":"Migrations and gradations : reappraising the health profile of immigrants to Canada","year":2005,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immigration; Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01151768090299994,"gpt":0.2403053544842834,"spread":0.2287876735812835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000005123922,0.000324415,0.000395647,0.0005092032,0.0009994179,0.00006417101,0.0004775283,0.0002243304,0.00001553948],"category_scores_gemma":[0.00003502248,0.00035746,0.0001308849,0.0007996992,0.00006059589,0.0003653712,0.00007205366,0.0003468316,0.00001134976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017345,"about_ca_system_score_gemma":0.001839051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3210487,"about_ca_topic_score_gemma":0.9603736,"domain_scores_codex":[0.9980951,0.0001538644,0.0003816031,0.000574719,0.0003665211,0.0004281708],"domain_scores_gemma":[0.9980717,0.000178853,0.0005172397,0.0004733313,0.0003369746,0.0004219135],"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":[0.001620765,0.0005570392,0.02758893,0.0005190278,0.000630799,0.00009187969,0.006356635,0.00007311773,0.0008415058,0.00236574,0.942213,0.01714155],"study_design_scores_gemma":[0.000849982,0.0003052501,0.1483027,0.0002368935,0.0001849069,0.00005188239,0.2988976,0.000002078835,0.00008069385,0.00001140465,0.5505277,0.0005488899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8988714,0.0006479085,0.0002869208,0.0001796142,0.001193366,0.001635381,0.001200335,0.0001410884,0.09584404],"genre_scores_gemma":[0.3261512,0.00005732722,0.0001025263,0.0001129397,0.00009380938,0.000001008286,0.0007687784,0.00002873848,0.6726837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6393249,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804965428","doi":"","title":"Decolonizing Education Through Outdoor Learning: The Learning Story of an Indigenous Kindergarten Teacher","year":2018,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Indigenous education; Pedagogy; Outdoor education; Experiential learning; Photovoice; Mathematics education; Sociology; Psychology; Visual arts; Ecology; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01356250746460477,"gpt":0.2425252390406531,"spread":0.2289627315760484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00003258559,0.0001901447,0.0001877144,0.0002606185,0.005238979,0.0001579865,0.0006862756,0.0002371947,0.00002453204],"category_scores_gemma":[0.0001558594,0.0002124528,0.0001353718,0.0006781364,0.0005032432,0.001902888,0.0001141727,0.0005560379,0.00003987938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274107,"about_ca_system_score_gemma":0.002910146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004656366,"about_ca_topic_score_gemma":0.005808382,"domain_scores_codex":[0.9978233,0.0007939351,0.000150036,0.0003859394,0.0003957748,0.0004510305],"domain_scores_gemma":[0.9984542,0.0002042408,0.0003503131,0.0002609185,0.0005413649,0.0001889582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001236894,0.002900722,0.6459168,0.0001217794,0.0005365328,0.00007277801,0.2690873,0.001578635,0.009600404,0.002495377,0.04127558,0.0251772],"study_design_scores_gemma":[0.0002336718,0.0003455108,0.006862149,0.00002970026,0.00007413095,0.000008533315,0.3918866,0.000003833484,0.0002559915,0.00006402072,0.599986,0.0002497942],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8577127,0.00004024669,0.0003509716,0.00002026903,0.0004715383,0.0002925104,0.000003577482,0.0001492913,0.1409589],"genre_scores_gemma":[0.648407,0.00001885335,0.00005527189,0.00001835149,0.0003076894,1.48937e-7,0.00001733757,0.00001321112,0.3511621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6390546,"threshold_uncertainty_score":0.9960561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1548853215","doi":"","title":"Examining sport commitment and intentions to participate in intramural sports : application of the Sport Commitment Model and the Theory of Planned Behaviour in a campus recreational sport setting","year":2009,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Recreation; Theory of planned behavior; Sport management; Psychology; Team sport; Applied psychology; Social psychology; Public relations; Athletes; Political science; Computer science; Medicine; Physical therapy; Control (management)","retraction":null,"screen_n_in":null,"score":{"opus":0.01536141825661829,"gpt":0.2360167448841238,"spread":0.2206553266275055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005496876,0.0002919238,0.0005154689,0.0005236233,0.0001920994,0.00002380411,0.0003626464,0.0002536508,0.000003313452],"category_scores_gemma":[0.00001837165,0.0002763915,0.0001259446,0.0005036955,0.0001843075,0.0002763643,0.0001404455,0.0003721411,4.58685e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709575,"about_ca_system_score_gemma":0.0001618455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003580629,"about_ca_topic_score_gemma":0.002195802,"domain_scores_codex":[0.9981747,0.0000784751,0.000565119,0.0005110304,0.0003954936,0.000275155],"domain_scores_gemma":[0.9984739,0.00008756765,0.0007400981,0.0004038317,0.0001770526,0.0001175571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002658022,0.0003575543,0.9879708,0.00004022072,0.00007648606,0.00005548116,0.001829821,0.0007823776,0.00006845711,0.004315918,0.0002198206,0.001625035],"study_design_scores_gemma":[0.001516186,0.00008910895,0.9021454,0.0002744782,0.0001721608,0.00002197671,0.09480385,0.00002030208,0.00002726465,0.0002045791,0.000489591,0.0002350687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831263,0.00003678253,0.0001071529,0.000009103216,0.0001392452,0.00107044,0.00004393463,0.00002674437,0.01544025],"genre_scores_gemma":[0.9458767,0.00001833903,0.00005431434,0.00002653953,0.00001282958,0.000003864543,0.0002554864,0.00001563963,0.05373629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09297403,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020211751","doi":"","title":"Intention to use Robo-Advisors, considering the Behavioral Reasoning Theory, and moderating effect of prior knowledge and experience.","year":2024,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Openness to experience; Structural equation modeling; Theory of planned behavior; Value (mathematics); Self-efficacy; Survey data collection","retraction":null,"screen_n_in":null,"score":{"opus":0.01358869625223127,"gpt":0.2309883511700427,"spread":0.2173996549178114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000181948,0.0006647489,0.0006816111,0.001498261,0.0004715489,0.000483392,0.0005044054,0.0003782299,0.000007576107],"category_scores_gemma":[0.0001773597,0.0006588168,0.0002483546,0.000845605,0.0005171185,0.001245985,0.001573398,0.0004854123,0.00005555422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542271,"about_ca_system_score_gemma":0.0001163359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004046762,"about_ca_topic_score_gemma":0.0007528207,"domain_scores_codex":[0.9974602,0.000443132,0.0002670426,0.001037607,0.0003341241,0.0004578482],"domain_scores_gemma":[0.9981837,0.0004115108,0.0003734256,0.0005366047,0.0001511691,0.0003436069],"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":[0.008214965,0.0009149891,0.1875508,0.003823071,0.003131717,0.002417577,0.007890201,0.0002252535,0.1661809,0.005598216,0.6061096,0.007942658],"study_design_scores_gemma":[0.005040742,0.002419663,0.003855854,0.01115702,0.004208149,0.001104661,0.0772653,0.0001153097,0.005417699,0.00007515111,0.885203,0.004137468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8103708,0.0008821205,0.001059432,0.000001415003,0.0004487403,0.001589889,0.000300913,0.0009264733,0.1844202],"genre_scores_gemma":[0.2332901,0.00003006522,0.0001359359,0.000002564826,0.00003841694,6.462071e-7,0.00001579009,0.0002953824,0.7661911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5817708,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W645673169","doi":"","title":"Depopulating the Political Sidelines: CBC News Online Forum and Public Spheres in Canada","year":2013,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public sphere; Politics; Operationalization; Democracy; Political science; Media studies; The Internet; Social media; Public relations; Sociology; Public administration; Law; Epistemology; Computer science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.01815918507642488,"gpt":0.2170552907704092,"spread":0.1988961056939843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[2.895311e-7,0.0001715134,0.0002024857,0.0001377195,0.0006516302,0.000197235,0.000483352,0.0001370614,0.00001118834],"category_scores_gemma":[0.0003195286,0.0001790928,0.00007681459,0.0005356853,0.0002979611,0.001209888,0.0002695062,0.0002530747,0.000006143242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381508,"about_ca_system_score_gemma":0.001654492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901844,"about_ca_topic_score_gemma":0.9993896,"domain_scores_codex":[0.998228,0.0001830235,0.0001838127,0.0002850222,0.0003701226,0.0007500686],"domain_scores_gemma":[0.9985663,0.0004218174,0.0001043135,0.0001742161,0.0001972396,0.0005361161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008900631,0.0000360783,0.9860387,0.000007032189,0.00001729513,0.00004811147,0.00002984952,0.000007150026,0.00009467237,0.002237007,0.01054369,0.0009314616],"study_design_scores_gemma":[0.0002878708,0.00001939388,0.003640899,0.0000202356,0.00001883491,0.000006897047,0.9656443,0.00001147911,0.00001187349,0.0004006237,0.0297361,0.0002014739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939287,0.00003340688,0.00003256182,0.0005019249,0.0002673466,0.0002488501,0.00002614558,0.00006070208,0.004900394],"genre_scores_gemma":[0.9931509,0.00001925217,0.00004524878,0.0002867669,0.0001818796,1.54448e-7,0.000009658628,0.00001074351,0.006295396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9823979,"threshold_uncertainty_score":0.7303191,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"split"},{"id":"W2263272002","doi":"","title":"Opioid poisoning and availability of specialized medical care in Ontario, 2002-2006","year":2010,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Brock University; University of Toronto; University of Windsor","keywords":"Limiting; Medicine; Opioid; Incidence (geometry); Demographics; Emergency medicine; Medical prescription; Opioid overdose; Drug overdose; Epidemiology; Emergency department; Environmental health; Poison control; Medical emergency; Demography; Psychiatry; (+)-Naloxone; Pharmacology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.00590370652659049,"gpt":0.2017748533189607,"spread":0.1958711467923702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000004614542,0.0005283914,0.0009483114,0.0009276554,0.0002027385,0.00005000383,0.0004129627,0.001026282,0.000131878],"category_scores_gemma":[0.0001060141,0.0006487192,0.0003520984,0.0004890573,0.0001845775,0.0005499247,0.0002349304,0.001146239,0.00001551725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653039,"about_ca_system_score_gemma":0.00266243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01782723,"about_ca_topic_score_gemma":0.3745084,"domain_scores_codex":[0.9974155,0.0000715921,0.0004360712,0.0008839003,0.0007742177,0.0004187041],"domain_scores_gemma":[0.9980413,0.0001089934,0.0003850214,0.0005373424,0.0004461247,0.0004812676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004799064,0.001383824,0.9748552,0.001479594,0.0004821807,0.001833434,0.002288233,0.000004965972,0.004226584,0.00004393247,0.005950466,0.002652478],"study_design_scores_gemma":[0.009308451,0.000924156,0.7339433,0.001742604,0.001003105,0.0001274621,0.0892618,0.000001639309,0.001363159,0.00001732207,0.1612793,0.001027746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8689775,0.0003277252,0.000004588233,0.000002391971,0.0004287174,0.0006351092,0.0000829518,0.00008105054,0.1294599],"genre_scores_gemma":[0.2996345,0.0001640644,0.000134614,0.00001140763,0.00007193379,4.844793e-7,0.001006001,0.00005306095,0.698924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.569464,"threshold_uncertainty_score":0.9995964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2276461239","doi":"","title":"Self-reported health status and lifestyle behaviours of the residents of the Town of Fort Erie, Ontario, as related to the Canadian Community Health Survey","year":2004,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gerontology; Geography; Environmental health; Community health; Socioeconomics; Medicine; Sociology; Public health; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.01638132204412249,"gpt":0.258276250041082,"spread":0.2418949279969595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00009165902,0.0002532629,0.0005469436,0.0002999786,0.003409839,0.00006472488,0.001210605,0.0003310419,0.000005959838],"category_scores_gemma":[0.0002481636,0.0002170992,0.0002495616,0.001100634,0.0003185317,0.0003788033,0.000293636,0.0007490565,5.374026e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004054394,"about_ca_system_score_gemma":0.0223634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953939,"about_ca_topic_score_gemma":0.9997926,"domain_scores_codex":[0.9967824,0.001019654,0.0005450961,0.0002984197,0.0007516288,0.000602781],"domain_scores_gemma":[0.9965863,0.0002479515,0.001269717,0.0006601388,0.0005671134,0.0006687822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000144098,0.0001364596,0.9817171,0.0002091243,0.0001719292,0.000005178788,0.00970491,0.00003545864,0.000002052968,0.0004960039,0.007308012,0.00006971745],"study_design_scores_gemma":[0.0003436064,0.0001342881,0.9118897,0.0004040348,0.00009057296,0.000003121628,0.06747318,4.578155e-8,0.00001260862,0.00003767458,0.01945027,0.0001608914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758741,0.00008604254,5.511616e-7,0.000114177,0.0005873675,0.00102918,0.000563697,0.0000273002,0.02171762],"genre_scores_gemma":[0.7829018,0.000115093,0.000007057876,0.0001168342,0.000008056528,1.684262e-7,0.0001492904,0.00001535687,0.2166863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1949687,"threshold_uncertainty_score":0.9997689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1550036249","doi":"","title":"Ontario high school sport : an investigation of organizational design and its context","year":2005,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Engineering; Sociology; Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.01525379517748705,"gpt":0.206006710539883,"spread":0.190752915362396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00000976403,0.0003104413,0.0003880271,0.0005831235,0.0007241346,0.0001280386,0.0004973212,0.0005094244,0.00006841942],"category_scores_gemma":[0.00005215621,0.0004289868,0.0001152431,0.0006178297,0.0001371102,0.002888087,0.00007260757,0.0002998241,0.0000190922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242331,"about_ca_system_score_gemma":0.003167938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008244843,"about_ca_topic_score_gemma":0.1278187,"domain_scores_codex":[0.9982396,0.00008447306,0.0002480478,0.0005056845,0.0005967341,0.0003254646],"domain_scores_gemma":[0.9978557,0.00005720882,0.0005152875,0.0001940421,0.0007343892,0.0006433512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005162651,0.001151158,0.8637702,0.0004326152,0.001196924,0.0006758004,0.01488533,0.0005716985,0.02387106,0.03868464,0.04756467,0.002033242],"study_design_scores_gemma":[0.003289828,0.0007168059,0.3100448,0.0006746962,0.001068922,0.00003701045,0.1603681,0.000004231675,0.005022968,0.0003759689,0.5161933,0.002203377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651788,0.00005034883,0.00005076978,0.000003589858,0.0003419933,0.0004598817,0.0000262135,0.0001064448,0.033782],"genre_scores_gemma":[0.515529,0.00003943364,0.00006608509,0.000009559272,0.00008588567,6.74933e-8,0.0003648186,0.00001531129,0.4838898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5537254,"threshold_uncertainty_score":0.9998162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2193595655","doi":"","title":"Aboriginal Parental Involvement/Engagement for Student Success","year":2013,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mainstream; Perception; Student engagement; Racism; Psychology; Pedagogy; Gender studies; Sociology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02426156045440265,"gpt":0.2917286934722101,"spread":0.2674671330178074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00001269216,0.0005710333,0.0004782092,0.0007857225,0.002254401,0.0006668284,0.001701761,0.0005039296,0.00005828892],"category_scores_gemma":[0.00003015282,0.000793045,0.0004668688,0.0007244622,0.0002213613,0.002896712,0.0001489637,0.0004310357,0.0001065057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529835,"about_ca_system_score_gemma":0.001138151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917586,"about_ca_topic_score_gemma":0.01535949,"domain_scores_codex":[0.9964942,0.0002340298,0.0003856289,0.0009972098,0.001083543,0.0008053697],"domain_scores_gemma":[0.9973933,0.0001858784,0.0006676305,0.0004437882,0.0007824966,0.0005269063],"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":[0.001249058,0.004797139,0.2728662,0.000892114,0.001584993,0.0001255101,0.009964812,0.00009698245,0.01228677,0.006605228,0.6878861,0.001645212],"study_design_scores_gemma":[0.0008546527,0.0001649197,0.0128715,0.0001856176,0.0003284414,9.832487e-7,0.3134687,0.00000102208,0.0005741933,0.00006854582,0.6707321,0.0007492875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8411135,0.0001090175,0.0001409408,0.000006951953,0.003761322,0.002134981,0.0002748263,0.0003464356,0.152112],"genre_scores_gemma":[0.1675713,0.0003633671,0.00009467993,0.00002266706,0.0004348617,0.000006222021,0.00238028,0.00005107601,0.8290756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6769636,"threshold_uncertainty_score":0.9994521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6903607312","doi":"10.13140/rg.2.2.16452.60804","title":"Diverse Belongings: An Improvisational Inquiry Into Newcomer Worlds, Worldings, and the Literacies of Belonging","year":2023,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Improvisation; Ethnography; Agency (philosophy); Qualitative research; Narrative","retraction":null,"screen_n_in":null,"score":{"opus":0.0150261163964094,"gpt":0.2350986528864681,"spread":0.2200725364900587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00002896909,0.0001670375,0.0001996565,0.000632137,0.002336202,0.0002214256,0.0004889402,0.000114654,0.000007897939],"category_scores_gemma":[0.00007155207,0.0001768481,0.0001239532,0.001345637,0.0007675329,0.002210657,0.0002416108,0.0001698647,0.00001218354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004827409,"about_ca_system_score_gemma":0.0005662591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603243,"about_ca_topic_score_gemma":0.003474713,"domain_scores_codex":[0.9985569,0.0001935499,0.0001567745,0.0003405904,0.0003935075,0.0003586962],"domain_scores_gemma":[0.998758,0.0003526016,0.000203456,0.0002109266,0.0002691244,0.0002059013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002848517,0.0006345838,0.5376996,0.000302854,0.000628961,0.000222381,0.3183278,0.001299645,0.005068108,0.05737076,0.05166098,0.02393585],"study_design_scores_gemma":[0.001563085,0.000106201,0.02033544,0.00009665263,0.0001391991,0.000008855311,0.7985885,0.00003851806,0.0001293366,0.001005631,0.1774925,0.0004961032],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874768,0.00004313226,0.0001635876,0.00006464973,0.00037637,0.0002683506,0.00001737638,0.0001785568,0.01141113],"genre_scores_gemma":[0.8264437,0.00006653484,0.00007130187,0.00002592523,0.0001615421,1.748824e-7,0.00004084443,0.00001046213,0.1731795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5173642,"threshold_uncertainty_score":0.9989626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921875429","doi":"","title":"Informal Teacher Leaders: Secondary School Teachers’ Perceptions of How They Collaboratively Construct and Implement Classroom Assessment Policy and Practice","year":2018,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Construct (python library); Perception; Pedagogy; Mathematics education; School teachers; Psychology; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01519783918915255,"gpt":0.2907878709221019,"spread":0.2755900317329493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00003806169,0.0004081001,0.0004700234,0.0008292584,0.00222097,0.00047868,0.0004535999,0.0004982725,0.0000289142],"category_scores_gemma":[0.0006065985,0.0004964768,0.0001349118,0.0007821818,0.0006759572,0.004347257,0.0003873056,0.0006837688,0.000003795997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744385,"about_ca_system_score_gemma":0.004367186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002180938,"about_ca_topic_score_gemma":0.0149229,"domain_scores_codex":[0.9974153,0.000665287,0.0002650851,0.0005887827,0.0006361,0.0004294264],"domain_scores_gemma":[0.997129,0.0003260577,0.0007014432,0.0002573862,0.001144523,0.0004416004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00592641,0.002030368,0.3891287,0.001087964,0.003469566,0.0002962071,0.1779097,0.00001464841,0.03827399,0.01999958,0.3218984,0.03996447],"study_design_scores_gemma":[0.0007618996,0.0002834728,0.02368171,0.0001108709,0.0001911726,0.00001192277,0.6558238,7.888769e-7,0.00001919318,0.00002822472,0.3187272,0.0003597496],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5773346,0.00005907567,0.0001044283,0.00008552088,0.0002175715,0.0005539572,0.0002497868,0.0001099338,0.4212851],"genre_scores_gemma":[0.4389076,0.0003509942,0.0006242685,0.00002346131,0.0002122861,4.350062e-7,0.0001859902,0.00002371777,0.5596713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4779141,"threshold_uncertainty_score":0.9997487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2510270854","doi":"","title":"Fluid Identity And Cultural Sensitivity in Youth","year":2016,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sensitivity (control systems); Identity (music); Cultural sensitivity; Sociology; Gender studies; Political science; Psychology; Art; Aesthetics; Engineering; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.01289725687149757,"gpt":0.2295183139955659,"spread":0.2166210571240684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000009888096,0.000304469,0.0003249516,0.0006049869,0.0009601765,0.0003250202,0.0003678919,0.0004320107,0.000009043983],"category_scores_gemma":[0.00009780676,0.0003599809,0.0001591412,0.0006230352,0.0001902183,0.003308024,0.0001567617,0.000293124,0.00004423304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064234,"about_ca_system_score_gemma":0.0009943355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615677,"about_ca_topic_score_gemma":0.03935352,"domain_scores_codex":[0.998068,0.0001970538,0.0001927087,0.0006124398,0.0005053867,0.0004244034],"domain_scores_gemma":[0.9987832,0.00009633994,0.0002295996,0.0002000448,0.0003312098,0.0003596258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00168429,0.001018092,0.8523828,0.0003380375,0.0006550166,0.001278354,0.04785555,0.00001529954,0.008932398,0.006217046,0.06989537,0.009727689],"study_design_scores_gemma":[0.001240284,0.00005817795,0.2840667,0.0004900186,0.0001435399,0.00001377633,0.5992947,1.770956e-7,0.0001858805,0.0001726177,0.1131885,0.001145606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7853014,0.00005660847,0.00002813624,0.000009952237,0.0007076276,0.0002632572,0.00006455681,0.0001351012,0.2134334],"genre_scores_gemma":[0.4368582,0.0002461016,0.0000163946,0.00001138449,0.0001039902,5.256243e-8,0.0001252422,0.00001242867,0.5626262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5683162,"threshold_uncertainty_score":0.9998852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2466669543","doi":"","title":"Barriers to Change: Climate Change Scepticism and Uncertainty in Canada","year":2016,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Council for Research in the Social Sciences, Brock University; Brock University","keywords":"Climate change; Skepticism; Climatology; Environmental science; Environmental resource management; Epistemology; Geology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.08482429832903271,"gpt":0.2703358329430502,"spread":0.1855115346140175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000007281315,0.0001655229,0.000184558,0.0003458794,0.0007272727,0.00007168801,0.0004895229,0.0001113944,0.00004175653],"category_scores_gemma":[0.0000831642,0.0001816461,0.00005569707,0.0005901427,0.0001594907,0.001363139,0.0004174686,0.000106167,0.00002295447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245792,"about_ca_system_score_gemma":0.0004328029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4398977,"about_ca_topic_score_gemma":0.9693648,"domain_scores_codex":[0.9986073,0.0001725019,0.0001224541,0.0003578422,0.0002805011,0.0004594504],"domain_scores_gemma":[0.9987038,0.0001361989,0.00008730876,0.0002637139,0.0001281676,0.0006808425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004515218,0.00006787807,0.9342126,0.00004503555,0.00003237338,0.0001710271,0.004251618,0.00001007093,0.002561739,0.001075586,0.01410108,0.0430195],"study_design_scores_gemma":[0.0009373092,0.00007145806,0.09306495,0.0002119465,0.00002529838,0.000006466041,0.2121026,0.00000365691,0.00001246559,0.00002349719,0.6930494,0.0004909463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461868,0.00004364262,0.00002537963,0.000586061,0.000301395,0.0005601464,0.000169822,0.0001219186,0.05200483],"genre_scores_gemma":[0.9617179,0.001558491,0.00001325787,0.0003065613,0.00009870922,8.939539e-7,0.000007979595,0.00001201438,0.0362842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8411476,"threshold_uncertainty_score":0.7407312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2305831347","doi":"","title":"Algal and protozoan response to Holocene climate change and anthropogenic impact: a case study from Sluice Pond, MA","year":2014,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Brock University","keywords":"Holocene; Eutrophication; Dominance (genetics); Dinocyst; Oceanography; Halocline; Ecology; Ciliate; Structural basin; Geology; Biology; Palynology; Paleontology; Pollen; Nutrient","retraction":null,"screen_n_in":null,"score":{"opus":0.01692941359712305,"gpt":0.2345200266832754,"spread":0.2175906130861524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001844948,0.0004408091,0.0005066696,0.0007365058,0.001038541,0.0001767408,0.0004285971,0.0004829044,0.00006278984],"category_scores_gemma":[0.00006861198,0.0004736026,0.0001248324,0.0004250545,0.0001700579,0.000840226,0.0002663918,0.0004557115,0.00006053096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007573245,"about_ca_system_score_gemma":0.0001551893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008634509,"about_ca_topic_score_gemma":0.03585126,"domain_scores_codex":[0.9975871,0.0004202652,0.0001974864,0.0009637569,0.0002414504,0.0005899466],"domain_scores_gemma":[0.9983343,0.0003563632,0.0001902599,0.0003471498,0.0001559789,0.0006159036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01085184,0.0001289957,0.9761191,0.00005785609,0.0002081352,0.008627444,0.0002853656,0.000005372369,0.0001676791,6.40177e-7,0.000705726,0.002841873],"study_design_scores_gemma":[0.001357652,0.002249282,0.9541433,0.00004982135,0.000192284,0.001099042,0.0364769,0.00001414808,0.00001594383,0.00000399895,0.00385319,0.0005444277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945876,0.000084425,0.000001801336,0.000005052171,0.0002161386,0.001328329,0.0004460545,0.00008501067,0.003245583],"genre_scores_gemma":[0.931927,0.0000645419,0.00001408791,0.00001712553,0.00008957381,6.022352e-7,0.000419154,0.00001244619,0.06745546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06420987,"threshold_uncertainty_score":0.9997716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1562713824","doi":"","title":"The use of lichens as indicators of ambient air quality in Southern Ontario","year":2011,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lichen; Environmental science; Air quality index; Geography; Physical geography; Meteorology; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.02006112839122368,"gpt":0.1905759659680479,"spread":0.1705148375768242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000006813371,0.0002742918,0.0004427552,0.0001687123,0.0002854558,0.00003472164,0.0007927649,0.0004740753,0.00002179347],"category_scores_gemma":[0.00005665811,0.0001585118,0.0003458721,0.0006638253,0.0001735993,0.0004581471,0.0002328834,0.0003817684,0.0000152158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003267317,"about_ca_system_score_gemma":0.000208003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05547829,"about_ca_topic_score_gemma":0.5557398,"domain_scores_codex":[0.9984169,0.0001600791,0.0003713866,0.000438799,0.0002992002,0.0003136383],"domain_scores_gemma":[0.9983816,0.0003397916,0.0007291849,0.0001736875,0.0002206085,0.0001551967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003364046,0.0009854701,0.9363195,0.0001034236,0.000368835,0.00009901178,0.001770801,0.00001707412,0.04872111,0.0005348521,0.003307514,0.004408352],"study_design_scores_gemma":[0.0004067089,0.0004691806,0.7997327,0.00009546417,0.0001090481,0.000004781197,0.05659613,1.32914e-7,0.001712606,0.00005105953,0.1403876,0.0004345235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736665,0.00002032147,4.042611e-7,0.000001891287,0.000204487,0.0002467975,0.0001210935,0.00003302627,0.02570551],"genre_scores_gemma":[0.5197862,0.00001954789,0.000004138796,0.000006590428,0.00001547694,1.196113e-7,0.0001293584,0.000002098124,0.4800365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5002615,"threshold_uncertainty_score":0.9508114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2301637165","doi":"","title":"Bullying in the Same-Sex Friendships of Young Adolescent Girls: A Qualitative Study","year":2013,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Adolescent development; Qualitative research; Poison control; Suicide prevention; Peer relations; Human factors and ergonomics; Injury prevention; Social psychology; Peer group; Medicine; Medical emergency; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.0238674266519195,"gpt":0.2553395641165735,"spread":0.2314721374646541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001646924,0.000283508,0.0003369168,0.0005615046,0.000426979,0.0001167047,0.0008482911,0.0001769082,0.00004094432],"category_scores_gemma":[0.00004378912,0.0002760074,0.0001715402,0.0009762736,0.000165278,0.001035461,0.0002742826,0.0003730592,0.00005659052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429841,"about_ca_system_score_gemma":0.00007912309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287929,"about_ca_topic_score_gemma":0.0004160285,"domain_scores_codex":[0.9975743,0.0007377661,0.0003157956,0.0005573421,0.0004168806,0.0003978608],"domain_scores_gemma":[0.9984593,0.0002645762,0.000372207,0.0005076854,0.0002530612,0.0001431276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006831734,0.003720443,0.8846067,0.00008115047,0.000306408,0.0004525473,0.05976362,0.0001488941,0.001971185,0.0007333292,0.04634233,0.001190217],"study_design_scores_gemma":[0.001752356,0.0003128115,0.09554797,0.000111143,0.000077105,0.00003688855,0.8949798,0.000006322066,0.00003596631,0.00003429607,0.006781552,0.0003237491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567251,0.000036351,0.001083099,0.000009566626,0.0002782478,0.0007653168,0.00002072754,0.0000942275,0.04098738],"genre_scores_gemma":[0.8496744,0.000007136844,0.00003135986,0.00002531542,0.0000395193,8.566333e-7,0.00001208558,0.00001682667,0.1501925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8352162,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1030305521","doi":"","title":"The Implementations of Professional Learning Communities (PLCs) in Beijing and Ontario Schools","year":2014,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Beijing; Implementation; Professional learning community; Mathematics education; Computer science; Professional development; Pedagogy; Political science; Economic growth; Sociology; Psychology; China; Economics; Software engineering; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04301056610489172,"gpt":0.2794256910074782,"spread":0.2364151249025864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00001690261,0.00009153927,0.0001199043,0.0001844891,0.001639165,0.00009294855,0.0003002122,0.00006158675,0.000004507198],"category_scores_gemma":[0.00007618923,0.00009802681,0.0000527695,0.0002809213,0.0003300168,0.0007172053,0.0001828655,0.0003154478,0.00000231653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004214973,"about_ca_system_score_gemma":0.0003188505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01445838,"about_ca_topic_score_gemma":0.3029658,"domain_scores_codex":[0.9989734,0.0003648826,0.0001178256,0.0001274501,0.0002014643,0.0002149519],"domain_scores_gemma":[0.9991187,0.0004301301,0.000128492,0.0001055374,0.0001261747,0.00009099879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000043559,0.00006142851,0.9762994,0.00000926037,0.00003102332,0.000001788019,0.01796518,0.00002350653,0.00009154661,0.002444472,0.002380667,0.0006481739],"study_design_scores_gemma":[0.0002518668,0.00002718812,0.130306,0.00003244226,0.00001308946,9.238202e-7,0.6622775,7.736679e-7,0.000004008927,0.00003648718,0.2069686,0.00008115081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611854,0.00002516162,0.00007544534,0.0001863135,0.0001492699,0.0001430301,0.000002690619,0.0000459978,0.03818672],"genre_scores_gemma":[0.7604097,0.00002247837,0.00002392825,0.000009265177,0.00001984443,1.19723e-7,0.000003670508,0.000003223464,0.2395077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8459933,"threshold_uncertainty_score":0.9996606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1483896968","doi":"","title":"A Study of Nonfans and Fans of the National Lacrosse League's Edmonton Rush","year":2010,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"League; Gold rush; Engineering; Advertising; Aeronautics; History; Archaeology; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.01431955970412309,"gpt":0.2376880315405308,"spread":0.2233684718364077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001327548,0.0002644692,0.0003941389,0.0002616691,0.001143194,0.00008377885,0.0008283891,0.0005347844,0.000006440195],"category_scores_gemma":[0.00008720322,0.0002932347,0.0003364516,0.0006712707,0.0004329547,0.0007553176,0.0001975259,0.0004608036,0.000001042573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003302246,"about_ca_system_score_gemma":0.0009528084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003449987,"about_ca_topic_score_gemma":0.05913122,"domain_scores_codex":[0.9979031,0.0001251274,0.0002589042,0.0004780192,0.0009575626,0.0002773064],"domain_scores_gemma":[0.9980399,0.0001229008,0.0006141079,0.0002688631,0.0007844713,0.0001697565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001443129,0.004229889,0.7762012,0.000530004,0.001591162,0.0001252335,0.1446491,0.0001025647,0.02301436,0.004085036,0.04326468,0.0007636367],"study_design_scores_gemma":[0.0009485391,0.0001411021,0.1130269,0.00007686623,0.000244207,0.000004010609,0.8249406,3.921885e-7,0.0002520597,0.00004410544,0.05997049,0.0003507205],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204806,0.00001922619,0.000004530167,0.000002325713,0.0004296839,0.0004076078,0.00007872732,0.00004328887,0.178534],"genre_scores_gemma":[0.5441132,0.00003978574,0.000007007405,0.000004184279,0.0000605949,1.095586e-7,0.00002306236,0.00001108353,0.455741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6802915,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2227704377","doi":"","title":"An exploratory study of nurses' perceptions of their action learning experience /","year":2007,"lang":"en","type":"dissertation","venue":"Brock University Digital Repository (Brock University)","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perception; Action (physics); Exploratory research; Psychology; Medical education; Medicine; Sociology; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.02547687107961329,"gpt":0.287460384917358,"spread":0.2619835138377447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00001112287,0.000446264,0.0005275609,0.001403831,0.0007470747,0.0001027991,0.0007882075,0.0004754732,0.00001207987],"category_scores_gemma":[0.00006478294,0.0005939749,0.0002637934,0.001002851,0.0001861636,0.003250604,0.00002994898,0.0007546092,0.000008635884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000697091,"about_ca_system_score_gemma":0.0003114939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953467,"about_ca_topic_score_gemma":0.002395906,"domain_scores_codex":[0.9974676,0.0004054067,0.0004114587,0.0007380261,0.000598817,0.0003786768],"domain_scores_gemma":[0.9970843,0.0002257271,0.0010317,0.0006020187,0.000795785,0.0002604735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.01696583,0.01550736,0.3284524,0.001177652,0.0008050847,0.0001166248,0.2184363,0.00124087,0.3960948,0.00003820133,0.009645218,0.01151963],"study_design_scores_gemma":[0.0008053871,0.001368005,0.03821941,0.0002267717,0.0003818522,0.00001593901,0.942469,0.000003317853,0.005385987,0.000005574263,0.01062674,0.000492004],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828194,0.00003458797,0.00009987359,0.000001429458,0.002247705,0.0004489364,0.0000172968,0.000197996,0.01413282],"genre_scores_gemma":[0.8446546,0.00001293444,0.00002412386,0.000003536676,0.0001347276,3.229981e-7,0.0002130254,0.00004960241,0.1549072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7240327,"threshold_uncertainty_score":0.9996512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}