{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":96,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":96,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"bab320dfcc81","filters":{"venue":"The International Journal of Information Diversity & Inclusion (IJIDI)"}},"results":[{"id":"W2936782745","doi":"10.33137/ijidi.v3i1.32267","title":"Pilgrimage to Hajj: An Information Journey","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Halal products and consumer behavior","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Pilgrimage; Hajj; Context (archaeology); Sociology; Meaning (existential); Transformational leadership; Field (mathematics); Psychology; Aesthetics; Social psychology; History; Art; Ancient history; Islam; Archaeology","authors":[{"name":"Nadia Caidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02046383094432058,"gpt":0.2984793339882211,"spread":0.2780155030439005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002864228,0.0005065497,0.0003516731,0.001644548,0.02099008,0.01468566,0.001033366,0.002769988,0.007705043],"category_scores_gemma":[0.007570675,0.0004391671,0.0003540881,0.002770923,0.0113881,0.0109337,0.01539999,0.003871914,0.001578771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004591527,"about_ca_system_score_gemma":0.005779117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009579941,"about_ca_topic_score_gemma":0.01381134,"domain_scores_codex":[0.9964806,0.001808759,0.0001343989,0.000137143,0.0004623371,0.0009767675],"domain_scores_gemma":[0.9946525,0.002175631,0.0005359628,0.0002910172,0.0004820466,0.001862891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004632721,0.00006369597,0.003878431,0.0001438999,0.000009510538,0.002965117,0.9498471,0.00007207513,0.000853911,0.01737148,0.004298507,0.02044998],"study_design_scores_gemma":[0.000002738142,0.00005084981,0.003645686,0.0001298101,0.000003838386,0.0009129997,0.9011931,0.00005326625,0.0001912558,0.002214212,0.09158462,0.00001771368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520758,0.004048002,0.00295505,0.031171,0.0003071011,0.0001530164,0.0002928253,0.0001142214,0.108883],"genre_scores_gemma":[0.9801309,0.00268049,0.001759356,0.001398902,0.00009618105,0.00005039193,0.0001705814,0.00005839314,0.01365483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099008,"threshold_uncertainty_score":0.03331399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787776804","doi":"10.33137/ijidi.v10i1/2.47703","title":"Holy Selfies: Performing Pilgrimage in the Age of Social Media","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Media, Religion, Digital Communication","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Selfie; Pilgrimage; Social media; Conversation; Media studies; Sociology; Embodied cognition; Meaning-making; Aesthetics; Psychology; History; Visual arts; Art; Epistemology; World Wide Web; Communication; Computer science","authors":[{"name":"Nadia Caidi","is_ca":true},{"name":"Susan Beazley","is_ca":true},{"name":"Laia Colomer Marquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03487926750979582,"gpt":0.2498616804490603,"spread":0.2149824129392645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738533,0.0008988544,0.0003869425,0.001069665,0.009180993,0.008138535,0.001375774,0.002835773,0.02529049],"category_scores_gemma":[0.008597569,0.0002736126,0.0004283548,0.0006614383,0.005446229,0.006193732,0.01137409,0.003826526,0.008172384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247953,"about_ca_system_score_gemma":0.001751096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864778,"about_ca_topic_score_gemma":0.01085764,"domain_scores_codex":[0.9979112,0.001047313,0.00005099806,0.0001312993,0.0004113349,0.000447831],"domain_scores_gemma":[0.9973584,0.000681348,0.0002647144,0.0002331034,0.0001956349,0.001266918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002867737,0.0004557938,0.007514386,0.0005541886,0.00005105675,0.00346412,0.319658,0.00005922376,0.001872948,0.01307101,0.428242,0.2247706],"study_design_scores_gemma":[0.00002427425,0.0002029635,0.008285837,0.0007112829,0.00003701759,0.004831775,0.4140065,0.0001627985,0.0008618089,0.005484917,0.5653167,0.00007401779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3964527,0.01168314,0.008384121,0.09977694,0.01915997,0.0003314577,0.0005606428,0.002391966,0.4612591],"genre_scores_gemma":[0.6969519,0.008997482,0.009564741,0.01792987,0.002960952,0.0002736622,0.0004752144,0.00111717,0.261729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02529049,"threshold_uncertainty_score":0.0846051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196817970","doi":"10.33137/ijidi.v5i3.36159","title":"Promoting Linguistic Diversity and Inclusion","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Machine translation; Literacy; Diversity (politics); Computer science; Information literacy; Inclusion (mineral); Artificial intelligence; Mathematics education; Pedagogy; World Wide Web; Sociology; Psychology; Social science","authors":[{"name":"Lynne Bowker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0170181528171583,"gpt":0.2918290807704478,"spread":0.2748109279532895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0249106,0.0004996303,0.0007452513,0.004351591,0.02276473,0.01532403,0.002369739,0.003299164,0.0135732],"category_scores_gemma":[0.04146867,0.0003983921,0.0007412967,0.002366876,0.01018385,0.01265973,0.04472944,0.00457979,0.002852948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006676922,"about_ca_system_score_gemma":0.02353112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189466,"about_ca_topic_score_gemma":0.01864555,"domain_scores_codex":[0.9737716,0.01401846,0.001046281,0.001643387,0.005494159,0.004026165],"domain_scores_gemma":[0.9603021,0.01270728,0.003494654,0.003965725,0.008305689,0.01122469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035588,0.000476662,0.01634528,0.0007093484,0.00004388505,0.001987496,0.4611043,0.0002057184,0.004321648,0.1756949,0.05368263,0.2853245],"study_design_scores_gemma":[0.00003833263,0.0001387016,0.01178805,0.001246203,0.00002837388,0.001249769,0.1317578,0.0002322247,0.001150931,0.04978752,0.8024969,0.00008529882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.186404,0.004042397,0.01863797,0.1339012,0.001553073,0.0006466404,0.000185927,0.0003905791,0.6542382],"genre_scores_gemma":[0.9047444,0.00171933,0.01455163,0.01640916,0.0006356536,0.000639171,0.0001610347,0.0002239731,0.0609155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0249106,"threshold_uncertainty_score":0.1317414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220858604","doi":"10.33137/ijidi.v5i5.37514","title":"Role of Digital Skills in Refugee Integration","year":2022,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Refugee; Forced migration; Globe; Credibility; Public relations; Political science; Displaced person; Digital media; Psychology","authors":[{"name":"Miriam Potocky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00958513174036383,"gpt":0.2725167371373207,"spread":0.2629316053969568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003823997,0.0003870881,0.0006114324,0.004491884,0.001645261,0.005639354,0.0007387724,0.001219279,0.005071847],"category_scores_gemma":[0.0220195,0.0002908466,0.00113947,0.003536844,0.002800563,0.00529218,0.004395954,0.001710961,0.0002596831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490262,"about_ca_system_score_gemma":0.007248709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008944216,"about_ca_topic_score_gemma":0.01443163,"domain_scores_codex":[0.9971954,0.001404439,0.0004426725,0.0001887713,0.0004176369,0.0003511598],"domain_scores_gemma":[0.9845135,0.01174931,0.001659694,0.0002536957,0.001175146,0.0006485839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002015841,0.0004720514,0.1284501,0.04305846,0.0008669031,0.003881088,0.1115132,0.0004261609,0.0002699366,0.05178342,0.00920135,0.6498758],"study_design_scores_gemma":[0.0001154859,0.0004327719,0.2498655,0.1433279,0.001714347,0.005819388,0.3402389,0.0004166001,0.0009158741,0.02476657,0.2322088,0.0001778451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3985914,0.4670886,0.001768107,0.03920826,0.001104104,0.0003736344,0.0006239894,0.00002568006,0.0912163],"genre_scores_gemma":[0.7696719,0.2222975,0.001534786,0.003357698,0.0001844602,0.0002272189,0.0001986522,0.000009269578,0.002518615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008944216,"threshold_uncertainty_score":0.02022344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943763328","doi":"10.33137/ijidi.v10i1/2.47699","title":"Silencing Stories: Challenges to Diverse Books","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Censorship; Redaction; Intellectual freedom; School library; Political science; Sociology; Curriculum; Library science; Public relations; Media studies; History; Computer science; Law","authors":[{"name":"Emily Knox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03389392829313968,"gpt":0.288168396844565,"spread":0.2542744685514253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04649591,0.000724156,0.00126344,0.00385432,0.03317443,0.04959192,0.005397026,0.01130814,0.03787976],"category_scores_gemma":[0.1418228,0.0006261497,0.0006426812,0.004438573,0.03909573,0.05378712,0.03204543,0.01640584,0.01054069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007187566,"about_ca_system_score_gemma":0.01315998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006415254,"about_ca_topic_score_gemma":0.01040427,"domain_scores_codex":[0.9439765,0.03820648,0.001732403,0.001781859,0.01188159,0.002421212],"domain_scores_gemma":[0.8320938,0.120941,0.004546514,0.007914634,0.01701902,0.01748499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004380578,0.00007586752,0.0007362325,0.0004321198,0.00001985232,0.0004982366,0.2835601,0.0001052619,0.000195791,0.3539073,0.2508625,0.1095629],"study_design_scores_gemma":[0.00001461096,0.00002217172,0.0002585532,0.0008075904,0.000008497884,0.0004277722,0.2410383,0.0001246227,0.0001667208,0.1149222,0.6421778,0.00003115614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01457492,0.0137212,0.006455643,0.6634474,0.004751851,0.000108893,0.0001584905,0.0002317586,0.2965499],"genre_scores_gemma":[0.537891,0.02926008,0.01025514,0.2076567,0.009552391,0.0006209537,0.0006281235,0.001324566,0.202811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04959192,"threshold_uncertainty_score":0.2458968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386362801","doi":"10.33137/ijidi.v7i1/2.39251","title":"Epistemicide Beyond Borders","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Injustice; Sociology; Scholarship; Epistemology; Oppression; Political science; Interrogation; Power (physics); Engineering ethics; Library science; Computer science; Politics; Engineering; Philosophy; Law","authors":[{"name":"Jieun Yeon","is_ca":false},{"name":"Melissa J. Smith","is_ca":false},{"name":"Tyler Youngman","is_ca":false},{"name":"Beth Patin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02116813554747564,"gpt":0.3028213424851075,"spread":0.2816532069376319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005549494,0.0005942001,0.0006330889,0.00308638,0.009345594,0.01539435,0.001211312,0.003819598,0.007491638],"category_scores_gemma":[0.01127286,0.0003236737,0.0008545349,0.002295938,0.05152373,0.02292536,0.01509889,0.005905756,0.001190071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00560934,"about_ca_system_score_gemma":0.006809689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391498,"about_ca_topic_score_gemma":0.002118335,"domain_scores_codex":[0.9919382,0.004297679,0.0003523056,0.000971597,0.001436869,0.001003386],"domain_scores_gemma":[0.9922075,0.003965619,0.0006639949,0.00138222,0.001032541,0.0007480583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006409214,0.000006304838,0.0002445805,0.0000289508,0.000002559097,0.00005832037,0.009108857,0.00005847888,0.00005288757,0.9867085,0.0005129722,0.003211135],"study_design_scores_gemma":[0.000008185974,0.00002209802,0.0003512442,0.0003596375,0.00001482516,0.0002291849,0.01847511,0.0002886844,0.0002838082,0.8215911,0.1583626,0.00001341845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03461069,0.005591529,0.04501703,0.02329622,0.0007656294,0.00005630417,0.00004487561,0.0001047203,0.8905129],"genre_scores_gemma":[0.963792,0.002497983,0.004606005,0.003573206,0.0003142924,0.0001197363,0.00004359493,0.00009432144,0.0249589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9906544,"threshold_uncertainty_score":0.04069877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197881989","doi":"10.33137/ijidi.v5i3.36197","title":"Motivated and Capable but No Space for Error","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Variety (cybernetics); Qualitative research; Space (punctuation); Enforcement; Open source software; Product (mathematics); Public relations; Software; Psychology; Knowledge management; Social psychology; Sociology; Computer science; Political science; Social science","authors":[{"name":"Vandana Singh","is_ca":false},{"name":"Brice Bongiovanni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01537442787034866,"gpt":0.2429452423220478,"spread":0.2275708144516992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003378615,0.0004187218,0.0003650363,0.0007455887,0.003275799,0.003472212,0.001196744,0.001650931,0.02734129],"category_scores_gemma":[0.0245262,0.0002701969,0.0003833681,0.0005013549,0.004855641,0.004623516,0.004872499,0.00225486,0.01211681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008467864,"about_ca_system_score_gemma":0.002233887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109596,"about_ca_topic_score_gemma":0.001450925,"domain_scores_codex":[0.9951056,0.001267781,0.0002126131,0.0005557514,0.002354356,0.0005038673],"domain_scores_gemma":[0.9864797,0.0031998,0.002167307,0.002921205,0.003561741,0.00167022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003251704,0.0007204475,0.06904469,0.0006959992,0.0001433959,0.009902228,0.1538538,0.001076375,0.01714124,0.358135,0.1105406,0.278421],"study_design_scores_gemma":[0.00003188557,0.0002646457,0.01101551,0.0004130157,0.00003296301,0.007568296,0.03795003,0.0007992386,0.002832528,0.07204379,0.8669183,0.0001298445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2814921,0.001823859,0.03995249,0.05266923,0.001987645,0.0004746428,0.0007057739,0.001302428,0.6195918],"genre_scores_gemma":[0.7179316,0.0005313074,0.008824155,0.007264639,0.0001900056,0.0001516408,0.0002019442,0.0002911605,0.2646135],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02734129,"threshold_uncertainty_score":0.09146565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200526339","doi":"10.33137/ijidi.v5i3.36136","title":"Assistive Technology in Education","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Assistive technology; Framing (construction); Engineering ethics; Technology education; Psychology; Pedagogy; Computer science; Engineering; Human–computer interaction","authors":[{"name":"Vanesa Ayon","is_ca":false},{"name":"Andrew Dillon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03031049654010276,"gpt":0.3834758752179079,"spread":0.3531653786778052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002482741,0.0005935401,0.0005346301,0.002000068,0.002123459,0.00812731,0.0009347551,0.003553267,0.01327112],"category_scores_gemma":[0.003428004,0.000222321,0.0003365597,0.001759567,0.006350823,0.005326642,0.005586949,0.002415202,0.003265757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001948671,"about_ca_system_score_gemma":0.002128154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256823,"about_ca_topic_score_gemma":0.001354062,"domain_scores_codex":[0.9974537,0.0009832906,0.0002174359,0.0002738171,0.0008684886,0.0002031594],"domain_scores_gemma":[0.9979929,0.001212332,0.0001270227,0.0002516324,0.0002754015,0.0001407446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001569118,0.0000360041,0.0007231284,0.0007215042,0.00001244074,0.0003829752,0.004303845,0.0004622817,0.0005812318,0.7518412,0.02572992,0.2151898],"study_design_scores_gemma":[0.000004288076,0.00005514257,0.0006813863,0.001526341,0.000008195922,0.001360489,0.001934484,0.000303074,0.0004746378,0.1274195,0.8662109,0.00002163584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006330525,0.197178,0.05175298,0.02781801,0.005028411,0.0001320849,0.0001622789,0.0005065055,0.7110912],"genre_scores_gemma":[0.4071897,0.19034,0.06510421,0.01543135,0.004134312,0.0005444524,0.0002793735,0.0002327208,0.316744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01327112,"threshold_uncertainty_score":0.04439634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889769892","doi":"10.33137/ijidi.v2i3.32190","title":"Rethinking Representation: Indigenous Peoples and Contexts at the University of Alberta Libraries","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Context (archaeology); Subject (documents); Metadata; Descriptive statistics; Political science; Sociology; Face (sociological concept); Economic Justice; Action plan; Representation (politics); Library science; Plan (archaeology); Public relations; Politics; Social science; Geography; Law; World Wide Web; Management; Computer science; Ecology","authors":[{"name":"Sharon Farnel","is_ca":true},{"name":"Denise Koufogiannakis","is_ca":true},{"name":"Sheila Laroque","is_ca":true},{"name":"Ian Bigelow","is_ca":true},{"name":"Anne Carr-Wiggin","is_ca":true},{"name":"Debbie Feisst","is_ca":true},{"name":"Kayla Lar-Son","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485977315999941,"gpt":0.2633162470340086,"spread":0.2484564738740092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01291029,0.0003522522,0.0005835891,0.002963829,0.05644819,0.01837526,0.003517997,0.001969835,0.004051951],"category_scores_gemma":[0.01161213,0.0005504012,0.0003632552,0.004530233,0.03703856,0.00657214,0.02172211,0.004655596,0.0002383969],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08122151,"about_ca_system_score_gemma":0.1127293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.906195,"about_ca_topic_score_gemma":0.9417428,"domain_scores_codex":[0.9881634,0.005858533,0.0002452669,0.0005622896,0.002295543,0.002874981],"domain_scores_gemma":[0.9910361,0.00341607,0.0006765716,0.0006594867,0.001547949,0.002663749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001151598,0.00001070363,0.002519874,0.00003876974,0.000003112945,0.000323835,0.9793704,0.00002787565,0.0002306925,0.00680846,0.001251081,0.00940372],"study_design_scores_gemma":[0.000001156732,0.000006930271,0.002929165,0.00006999941,0.000004773287,0.00006166301,0.9735358,0.00003048703,0.0001158942,0.001064691,0.02216553,0.00001380129],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996364,0.002894019,0.001804503,0.04056193,0.0002676421,0.00009862034,0.00006378227,0.00007163297,0.05460133],"genre_scores_gemma":[0.9858,0.001053111,0.0007884872,0.002515081,0.00002699271,0.00002563979,0.00001911454,0.00003037982,0.009741231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9816247,"threshold_uncertainty_score":0.5893061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389622281","doi":"10.33137/ijidi.v10i1/2.47704","title":"Technology, Power, and Social Inclusion: Afghan Refugee Women's Interaction with ICT in Germany","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; European Commission","keywords":"Refugee; Afghan; Information and Communications Technology; Inclusion (mineral); Political science; Sociology; Gender studies; Law","authors":[{"name":"Laura Schelenz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0127159833250559,"gpt":0.2924261449629255,"spread":0.2797101616378695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003397134,0.0007762201,0.0005225866,0.002183042,0.01424766,0.00939582,0.0008057741,0.002171029,0.005038843],"category_scores_gemma":[0.003697624,0.0004168738,0.0003499919,0.002320646,0.01447133,0.006081242,0.009346525,0.002173212,0.0006235928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006105662,"about_ca_system_score_gemma":0.003503029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0243864,"about_ca_topic_score_gemma":0.02912606,"domain_scores_codex":[0.9965989,0.001844226,0.00009784194,0.000186869,0.0002892805,0.0009828893],"domain_scores_gemma":[0.9979022,0.001180971,0.0002698197,0.00007415962,0.0001411807,0.0004316822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002969784,0.00002565231,0.003638997,0.00005247629,0.000006204498,0.0008801754,0.9838284,0.00003818208,0.000331543,0.00415727,0.0007806945,0.006230802],"study_design_scores_gemma":[0.000002476957,0.00001967926,0.001970444,0.00006231047,0.000003952817,0.0001696971,0.9855036,0.0000170811,0.000091485,0.0002670912,0.01188315,0.00000909511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807174,0.001083634,0.0002870128,0.004814136,0.00008306649,0.00002472916,0.00003963476,0.00001207135,0.01293826],"genre_scores_gemma":[0.995666,0.0007315464,0.000113243,0.0005267458,0.00001454697,0.00002120319,0.00001885513,0.000009725006,0.002898168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0243864,"threshold_uncertainty_score":0.04848891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200149019","doi":"10.33137/ijidi.v5i4.37270","title":"Bridging LGBT+ Content Gaps Across Wikipedia Language Editions","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Intesa Sanpaolo Innovation Center","keywords":"Context (archaeology); Content (measure theory); Bridging (networking); Computer science; Visibility; Representation (politics); Sociology; History; Political science; Geography; Law","authors":[{"name":"Marc Miquel-Ribé","is_ca":false},{"name":"Andreas Kaltenbrunner","is_ca":false},{"name":"Jeffrey M. Keefer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0245547920714896,"gpt":0.3247556305380326,"spread":0.300200838466543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003220768,0.0003441564,0.0005205282,0.009316282,0.001244275,0.002710719,0.0007149663,0.0004781464,0.001721931],"category_scores_gemma":[0.02466734,0.0002507193,0.0004161002,0.009547519,0.000918429,0.003124996,0.002986223,0.0004825336,0.0003580838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009817479,"about_ca_system_score_gemma":0.0009546198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286265,"about_ca_topic_score_gemma":0.02020606,"domain_scores_codex":[0.9963514,0.001139698,0.0004864753,0.0008409721,0.0008621874,0.0003193317],"domain_scores_gemma":[0.9550797,0.02565761,0.008581419,0.002697007,0.006800098,0.001184257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007104334,0.000321452,0.8216552,0.002696528,0.000384177,0.001770758,0.04832127,0.00179316,0.006510518,0.005850081,0.01046632,0.09952015],"study_design_scores_gemma":[0.00002940263,0.000114216,0.8774225,0.0007526213,0.0003153709,0.001159773,0.05214706,0.009488881,0.005689193,0.005620135,0.04718439,0.00007640142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986873,0.0007009562,0.002919095,0.0001862303,0.00002390235,0.00005715123,0.005458479,0.0001098354,0.003671312],"genre_scores_gemma":[0.9767908,0.000357853,0.00789552,0.00009537576,0.00003444195,0.0001268074,0.01331837,0.0001002167,0.001280588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9972893,"threshold_uncertainty_score":0.02557558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281492196","doi":"10.33137/ijidi.v6i4.37507","title":"Diversio Diversity and Inclusion Survey – Framework and Psychometric properties","year":2022,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; University of Waterloo","funders":"University of Waterloo; Mitacs","keywords":"Cronbach's alpha; Inclusion (mineral); Diversity (politics); Scale (ratio); Psychology; Consistency (knowledge bases); Content validity; Reliability (semiconductor); Applied psychology; Psychometrics; Social psychology; Clinical psychology; Computer science; Sociology; Geography","authors":[{"name":"Somkene Igboanugo","is_ca":true},{"name":"Jieru Yang","is_ca":true},{"name":"Philip Bigelow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09297732248785606,"gpt":0.2860512314182039,"spread":0.1930739089303478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02308264,0.000315439,0.0006045486,0.004044453,0.001718118,0.001454555,0.001024941,0.0005086993,0.003200154],"category_scores_gemma":[0.02647644,0.0003356283,0.0008935942,0.004003977,0.001043721,0.00127974,0.003618854,0.0008745406,0.0007438821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002722353,"about_ca_system_score_gemma":0.007235483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053593,"about_ca_topic_score_gemma":0.01586483,"domain_scores_codex":[0.9881938,0.003355657,0.00157775,0.0004299597,0.005580542,0.0008623346],"domain_scores_gemma":[0.9790484,0.004702989,0.003104657,0.00103898,0.01029298,0.001811939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003400501,0.000989572,0.7682462,0.0009944901,0.00009630746,0.0001948256,0.01128013,0.001152724,0.001085626,0.00496727,0.01802261,0.1926301],"study_design_scores_gemma":[0.0000607635,0.0009218126,0.9203367,0.000721645,0.00004772749,0.0003121232,0.008386832,0.00157267,0.001038995,0.002745703,0.06378198,0.00007303069],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024566,0.0009764904,0.01358241,0.003216929,0.0001259254,0.01540654,0.01267651,0.0002681687,0.05129032],"genre_scores_gemma":[0.8861433,0.001432681,0.05804032,0.001101916,0.00008414369,0.03171566,0.01434304,0.00008239841,0.007056397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02308264,"threshold_uncertainty_score":0.1220741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898712604","doi":"10.33137/ijidi.v2i3.32191","title":"Microaggressions as a Barrier to Effective Collaboration Between Teaching Faculty and Academic Librarians: An Analysis of the Results of a US and Canadian Survey","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Information Literacy","field":"Social 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":"Context (archaeology); Order (exchange); Literacy; Public relations; Information literacy; Higher education; Psychology; Field (mathematics); Sociology; Political science; Pedagogy; Business","authors":[{"name":"Ahmed Alwan","is_ca":false},{"name":"Joy Doan","is_ca":false},{"name":"Eric García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02139217143490292,"gpt":0.3301142133051778,"spread":0.3087220418702749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014271,0.0002902311,0.0008492242,0.006891351,0.01082668,0.00517608,0.002504054,0.0009752213,0.002308972],"category_scores_gemma":[0.04826795,0.0006638311,0.0007970747,0.01480428,0.003126723,0.001935637,0.005930597,0.001727708,0.0003817456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0458318,"about_ca_system_score_gemma":0.1064392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661947,"about_ca_topic_score_gemma":0.9742925,"domain_scores_codex":[0.9831291,0.00309357,0.001810457,0.001081186,0.007219916,0.00366581],"domain_scores_gemma":[0.9421352,0.01069101,0.01169095,0.001641511,0.02344703,0.01039436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074095,0.0001397131,0.8032066,0.0002704106,0.00005384426,0.0001817622,0.1707823,0.00004230284,0.0001923256,0.0004246677,0.001693438,0.02290514],"study_design_scores_gemma":[0.000009847398,0.00007234844,0.8342573,0.0001361266,0.000026687,0.00005712217,0.1614645,0.0001121281,0.0001148239,0.00005225435,0.003656417,0.00004045897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934593,0.0005764653,0.0001092546,0.00118441,0.00001252868,0.0001449519,0.0007799569,0.0000138721,0.003719166],"genre_scores_gemma":[0.9971657,0.000750913,0.0003146412,0.0004194958,0.000009807014,0.00009607588,0.0003849855,0.00001092622,0.0008473373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0458318,"threshold_uncertainty_score":0.3325346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042436586","doi":"10.33137/ijidi.v4i2.34035","title":"Hackathons as Instruments for Settlement Sector Innovation","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mindset; General partnership; Public relations; Community engagement; Sociology; Business; Political science; Computer science","authors":[{"name":"Eliana Trinaistic","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723660604953864,"gpt":0.2264013924041058,"spread":0.2091647863545672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02554438,0.0007505696,0.0005839849,0.004095109,0.01563725,0.0248877,0.002658779,0.004147303,0.0116633],"category_scores_gemma":[0.04342782,0.0005904445,0.0009119895,0.005334085,0.05543454,0.01686571,0.02484224,0.006192682,0.001075425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02615528,"about_ca_system_score_gemma":0.03243129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04022744,"about_ca_topic_score_gemma":0.07741517,"domain_scores_codex":[0.9707767,0.0166773,0.0007203278,0.001981785,0.005540977,0.004302913],"domain_scores_gemma":[0.9491606,0.03198902,0.003313333,0.007849704,0.00365383,0.004033562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001099502,0.0001642269,0.01600298,0.0005162322,0.00003686976,0.001564504,0.2276507,0.00162507,0.0009153591,0.633132,0.01060984,0.1076722],"study_design_scores_gemma":[0.00006191472,0.0002114001,0.01323726,0.001394632,0.000037964,0.000546832,0.2559013,0.002017982,0.001737273,0.226259,0.4984481,0.0001462962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4106712,0.002744595,0.0692642,0.04541113,0.0007528104,0.001548501,0.0004200752,0.0008905595,0.468297],"genre_scores_gemma":[0.9603183,0.0008253341,0.01083676,0.001853913,0.00006629687,0.0004342615,0.0001282036,0.0001964658,0.02534048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04022744,"threshold_uncertainty_score":0.1897707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787330909","doi":"10.33137/ijidi.v2i1/2.32212","title":"Indigenous initiatives and information studies: Unlearning in the classroom","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Oppression; Indigenous; Conversation; Diversity (politics); Futures contract; Sociology; Indigenous education; Racism; Pedagogy; Relation (database); Public relations; Political science; Gender studies; Politics; Anthropology; Communication","authors":[{"name":"Lisa P. Nathan","is_ca":true},{"name":"Amy Perreault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0322737307452678,"gpt":0.3217843436136455,"spread":0.2895106128683777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02448611,0.0004496359,0.0008669553,0.003231773,0.02277724,0.0212426,0.002449166,0.003386216,0.005815039],"category_scores_gemma":[0.0274797,0.0005013639,0.0003816319,0.002415281,0.0549496,0.01945919,0.03008087,0.00792487,0.0005940299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008337473,"about_ca_system_score_gemma":0.01656638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006120968,"about_ca_topic_score_gemma":0.01143494,"domain_scores_codex":[0.9759371,0.01833027,0.0005302857,0.001157135,0.002088053,0.001957098],"domain_scores_gemma":[0.9593108,0.03063873,0.001542078,0.002580923,0.001208538,0.00471891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007321286,0.00009509767,0.001452677,0.0001415689,0.000004008804,0.0002367145,0.9070971,0.00003969757,0.000254284,0.0725488,0.0008594579,0.01726329],"study_design_scores_gemma":[0.000008024781,0.00006186802,0.0009033284,0.000399074,0.00000595389,0.0002503247,0.8450174,0.00009399262,0.0003695734,0.04774261,0.1051351,0.00001275919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5714131,0.01581537,0.02182709,0.09377296,0.001047046,0.0002760711,0.00005448708,0.0003080755,0.2954857],"genre_scores_gemma":[0.9824415,0.002513327,0.003669426,0.002154482,0.0001978092,0.0001014248,0.00001253772,0.0000532017,0.008856167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448611,"threshold_uncertainty_score":0.1294965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132998621","doi":"10.33137/ijidi.v5i1.34648","title":"Laughter Filled the Space","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Algoma University","funders":"","keywords":"Space (punctuation); Laughter; Physical space; Indigenous; Perception; Sociology; Visual arts; Aesthetics; Computer science; World Wide Web; Media studies; Psychology; Geography; Art; Social psychology","authors":[{"name":"Krista McCracken","is_ca":true},{"name":"Skylee-Storm Hogan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01727172902567872,"gpt":0.1975437798664261,"spread":0.1802720508407473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002383608,0.0007851521,0.0005604359,0.001386952,0.01334802,0.008558978,0.001315373,0.001941724,0.040815],"category_scores_gemma":[0.008389164,0.0002958533,0.000742314,0.0008222109,0.01225782,0.009161936,0.01254448,0.00508873,0.009578008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285023,"about_ca_system_score_gemma":0.001524398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697884,"about_ca_topic_score_gemma":0.005563439,"domain_scores_codex":[0.9976436,0.0009822611,0.00006625109,0.0003317993,0.0005397516,0.0004362898],"domain_scores_gemma":[0.996707,0.0009680514,0.0002796917,0.000686537,0.0007074666,0.0006512573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002802013,0.00009879263,0.004025645,0.0003588446,0.00003863731,0.001337265,0.6104354,0.0001955301,0.004677017,0.166744,0.1118189,0.09998979],"study_design_scores_gemma":[0.00001513389,0.0001226517,0.001510011,0.0003188952,0.00002545658,0.0008324183,0.1992519,0.0002500646,0.001547206,0.01587104,0.7801989,0.00005626746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1897498,0.003181794,0.03197165,0.0389924,0.00917594,0.0001880925,0.0003556141,0.00198312,0.7244017],"genre_scores_gemma":[0.6960799,0.0009034526,0.006413755,0.005249162,0.0009253012,0.0001051105,0.0001418071,0.0009767766,0.2892048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.040815,"threshold_uncertainty_score":0.1365398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913303860","doi":"10.33137/ijidi.v2i4.32199","title":"“Culture Fit” as “Anti-Diversity”: Avoiding Human Resources Decisions that Disadvantage the Brightest","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Disadvantage; Diversity (politics); Human resources; Sociology; Business; Political science; Law","authors":[{"name":"Editor-in-Chief Keren Dali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08935453489720063,"gpt":0.3306630900689176,"spread":0.241308555171717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006579644,0.001809805,0.001871837,0.00178653,0.004571885,0.01180332,0.002642188,0.01748827,0.01111686],"category_scores_gemma":[0.03859173,0.0005555506,0.0009296652,0.001181345,0.00543256,0.00425941,0.001889376,0.0169927,0.003202958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813184,"about_ca_system_score_gemma":0.002702579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211169,"about_ca_topic_score_gemma":0.002791986,"domain_scores_codex":[0.9956462,0.001128405,0.0004538455,0.0007936147,0.001546787,0.0004310831],"domain_scores_gemma":[0.9550063,0.02988539,0.001560105,0.0007913101,0.009475973,0.003280965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001668726,0.00001443822,0.0000845106,0.0002604776,0.00001157356,0.00008856356,0.0001522713,0.00001177454,0.00004083681,0.002055018,0.9925833,0.004680553],"study_design_scores_gemma":[0.00004265119,0.00003736719,0.0008145855,0.001125514,0.0000787778,0.0002644405,0.0009988357,0.000168088,0.0002147444,0.004107661,0.992112,0.00003528878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0002040914,0.003920363,0.0001209175,0.1104031,0.8832798,0.00001458516,0.00004456781,0.0000235017,0.001989139],"genre_scores_gemma":[0.004135375,0.003818986,0.0001455889,0.04301257,0.9447405,0.00002250998,0.00001501884,0.00003604426,0.004073375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01748827,"threshold_uncertainty_score":0.0371896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200189821","doi":"10.33137/ijidi.v5i4.37406","title":"Crisis of Erasure","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; National Human Genome Research Institute; University of Toronto; Drexel University; Florida State University","keywords":"Transgender; Breast cancer; Normative; Population; Health care; Femininity; Human sexuality; Psychology; Social psychology; Gender studies; Medicine; Sociology; Cancer; Demography; Political science","authors":[{"name":"Curtis Tenney","is_ca":false},{"name":"K. J. Surkan","is_ca":false},{"name":"Lynette Hammond Gerido","is_ca":false},{"name":"Dawn Betts-Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0238976570760674,"gpt":0.2918405298759125,"spread":0.2679428727998451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009388704,0.0008033365,0.0009296272,0.003167968,0.01429465,0.0161221,0.001966886,0.005994392,0.01923837],"category_scores_gemma":[0.02719614,0.0005034989,0.0007402241,0.002317633,0.02475379,0.02482345,0.02606895,0.0115437,0.002792431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005607651,"about_ca_system_score_gemma":0.005127155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464392,"about_ca_topic_score_gemma":0.00260154,"domain_scores_codex":[0.9895565,0.004832593,0.0004832249,0.00106464,0.002236997,0.001826154],"domain_scores_gemma":[0.9845578,0.006975483,0.001779175,0.001669163,0.002021304,0.002997041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001508485,0.0000953644,0.004613334,0.0004962027,0.00004042168,0.002587097,0.203986,0.0002666776,0.0007850454,0.6465369,0.08113368,0.0593084],"study_design_scores_gemma":[0.00001377577,0.00006535126,0.001897075,0.0007269104,0.00001557478,0.001530144,0.1342035,0.0003178329,0.0003938829,0.1181906,0.7425849,0.00006045422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1496854,0.02724341,0.01961453,0.342317,0.0103092,0.0002194383,0.0005680392,0.0006663591,0.4493766],"genre_scores_gemma":[0.9116194,0.007382989,0.002561433,0.04053264,0.003331529,0.0002126377,0.0002844536,0.000331674,0.03374332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01923837,"threshold_uncertainty_score":0.06435883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199256404","doi":"10.33137/ijidi.v5i3.36202","title":"An Exploratory Study of Diversity Statements in Canadian Academic Librarian Job Advertisements","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Business Law and Ethics","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"York University; Ryerson University","keywords":"Boilerplate text; Diversity (politics); Sexual orientation; Cultural diversity; Public relations; Gender diversity; Exploratory research; Equity (law); Inclusion (mineral); Sociology; Psychology; Political science; Advertising; Social psychology; Business; Social science; Law; Corporate governance","authors":[{"name":"Norda Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04150415261476096,"gpt":0.2871967344929585,"spread":0.2456925818781976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006164661,0.0003634338,0.0004457798,0.006020123,0.01000748,0.004843531,0.0008757305,0.000695252,0.002365425],"category_scores_gemma":[0.02265665,0.0005463049,0.0002518679,0.007604595,0.00403859,0.001322719,0.002645161,0.001231866,0.0002261744],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01606872,"about_ca_system_score_gemma":0.02303758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6067105,"about_ca_topic_score_gemma":0.8037421,"domain_scores_codex":[0.9948859,0.001525593,0.0002992528,0.0002989259,0.001876607,0.00111381],"domain_scores_gemma":[0.9723981,0.014239,0.004397243,0.0004594121,0.006625119,0.001881068],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001221497,0.0002399109,0.1291476,0.000272228,0.000009846652,0.000706671,0.8490682,0.00002502391,0.001911651,0.000773548,0.0007296603,0.0169935],"study_design_scores_gemma":[0.000006653195,0.000110199,0.2330274,0.000129881,0.00001668721,0.000145995,0.7570165,0.000119168,0.0006176322,0.00008560663,0.008678052,0.00004616484],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965748,0.00007076428,0.00007998588,0.000121822,0.000006422876,0.00008459658,0.0001035309,0.00000365624,0.002954471],"genre_scores_gemma":[0.9964471,0.000257109,0.0004553506,0.0002291431,0.00001482765,0.0001120821,0.0001266254,0.000009180535,0.002348678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9938353,"threshold_uncertainty_score":0.7912113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200504285","doi":"10.33137/ijidi.v5i3.36213","title":"Minding the Design Reality Gap","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Information and Communications Technology; Intervention (counseling); Sustainability; Implementation; Knowledge management; Investment (military); Business; Public relations; Political science; Computer science; Medicine; Nursing","authors":[{"name":"Daniel Azerikatoa Ayoung","is_ca":false},{"name":"Pamela Abbott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0684341314712286,"gpt":0.2763137226423467,"spread":0.2078795911711181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1049388,0.001576494,0.001237802,0.003207643,0.00568284,0.01584671,0.003085892,0.004275962,0.006560693],"category_scores_gemma":[0.1071231,0.0009444382,0.0009867065,0.001980991,0.03020174,0.02038553,0.01425222,0.005795585,0.0007667157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01743047,"about_ca_system_score_gemma":0.02005725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003782892,"about_ca_topic_score_gemma":0.004270314,"domain_scores_codex":[0.8414515,0.1342782,0.003192544,0.004073332,0.01381961,0.003184735],"domain_scores_gemma":[0.8465692,0.11384,0.009044075,0.0150212,0.01245918,0.003066392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003475128,0.0005253734,0.007501912,0.003110536,0.00009352503,0.0008144079,0.2147792,0.004040896,0.002921281,0.5670547,0.007932092,0.1908784],"study_design_scores_gemma":[0.0003040796,0.0018835,0.005078778,0.005457938,0.000139829,0.0008864432,0.274699,0.005031093,0.004282685,0.3727131,0.3293868,0.0001368228],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2735223,0.006716737,0.4140316,0.1124136,0.001303917,0.002802904,0.000427373,0.0005631298,0.1882184],"genre_scores_gemma":[0.890826,0.00133588,0.09714781,0.005013876,0.000076727,0.001857749,0.00009950208,0.0001737992,0.00346861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1049388,"threshold_uncertainty_score":0.5549759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229068469","doi":"10.33137/ijidi.v6i1.37027","title":"Art of (Data) Storytelling","year":2022,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Storytelling; Interactivity; Narrative; Computer science; Multimedia; Psychology; Art","authors":[{"name":"Brady Lund","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03255696766569053,"gpt":0.2825502240707627,"spread":0.2499932564050722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01162836,0.001505825,0.0005726612,0.003113818,0.004969693,0.01329232,0.002518675,0.00257842,0.01792763],"category_scores_gemma":[0.0304691,0.0005576818,0.001025098,0.002639388,0.01661107,0.0102388,0.01048291,0.004374347,0.004170167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251532,"about_ca_system_score_gemma":0.001468679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158902,"about_ca_topic_score_gemma":0.001526167,"domain_scores_codex":[0.986406,0.009149193,0.0004480009,0.001151767,0.002443494,0.0004015244],"domain_scores_gemma":[0.9706793,0.02146628,0.001213759,0.004475827,0.001270403,0.0008944226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002560494,0.0001019937,0.001970303,0.001825692,0.00007832297,0.0009386748,0.3589357,0.001840469,0.006139433,0.3489098,0.08536748,0.1936361],"study_design_scores_gemma":[0.00002552928,0.0000492424,0.0008461283,0.0007608864,0.00002349917,0.0009125866,0.02595525,0.001043603,0.001624617,0.07263032,0.8960712,0.00005721602],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06923911,0.00926385,0.3406833,0.0373845,0.004308484,0.001068789,0.002754652,0.003811869,0.5314856],"genre_scores_gemma":[0.6195476,0.008385576,0.2512011,0.006852957,0.002444995,0.002054083,0.002008108,0.002839813,0.1046657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01792763,"threshold_uncertainty_score":0.06149739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3168470337","doi":"10.33137/ijidi.v4i3/4.33516","title":"Library Services to Diverse Communities in Europe","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Public relations; Reading (process); European union; Political science; Library science; Sociology; Business; Computer science; Law","authors":[{"name":"Julia Saurin-Parra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0390610572507659,"gpt":0.3350327987629221,"spread":0.2959717415121562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054451,0.0002326074,0.0003708334,0.003565576,0.005798495,0.007731989,0.0006133217,0.001489482,0.00677669],"category_scores_gemma":[0.006852836,0.0001455483,0.0003458477,0.004091933,0.0022271,0.002671152,0.006690978,0.0009137304,0.001021491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005055293,"about_ca_system_score_gemma":0.009787438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331569,"about_ca_topic_score_gemma":0.01247403,"domain_scores_codex":[0.994579,0.002661338,0.0003209639,0.0003189093,0.0007373443,0.001382495],"domain_scores_gemma":[0.9967294,0.0008188513,0.0003882385,0.0001813958,0.0006318586,0.001250296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000267759,0.0004991377,0.04292507,0.001422156,0.00008878959,0.004743543,0.07194734,0.0006609919,0.0006821731,0.2789833,0.06230089,0.5354788],"study_design_scores_gemma":[0.00005702985,0.00009710795,0.06957643,0.002198375,0.00002738311,0.002309297,0.09031057,0.000145479,0.0003022322,0.01162502,0.8233002,0.00005084011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3360872,0.05809274,0.001494982,0.03364109,0.0008961202,0.0002037335,0.0002452333,0.0001308658,0.569208],"genre_scores_gemma":[0.9365559,0.01930006,0.002067148,0.008497586,0.0002573975,0.00009963139,0.0002390904,0.00005117714,0.03293195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01331569,"threshold_uncertainty_score":0.03667891,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2988178230","doi":"10.33137/ijidi.v4i1.32405","title":"Creating an Authentic Experience","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Comics; Reading (process); Documentation; Narrative; Point (geometry); Grammar; Nothing; Service (business); Computer science; Multimedia; Visual arts; World Wide Web; Art; Linguistics; Literature; Business","authors":[{"name":"Rachel Sarah Osolen","is_ca":false},{"name":"Leah Brochu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0241875920719055,"gpt":0.2543932368917953,"spread":0.2302056448198898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008200202,0.001353592,0.0007051142,0.00152673,0.01880502,0.02175517,0.002525282,0.004375109,0.04651678],"category_scores_gemma":[0.01417756,0.0006272072,0.0014236,0.0007396899,0.0178556,0.02153375,0.03730307,0.0084983,0.01692699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003192321,"about_ca_system_score_gemma":0.004746198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049897,"about_ca_topic_score_gemma":0.001912253,"domain_scores_codex":[0.9834003,0.01108582,0.0003946895,0.001217295,0.002596568,0.001305343],"domain_scores_gemma":[0.9913812,0.001417149,0.0004216414,0.00149597,0.001330266,0.003953774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007144144,0.0003330604,0.00144279,0.0003184667,0.00001891189,0.002787152,0.5296693,0.0003217688,0.002591087,0.2788027,0.1077739,0.07586944],"study_design_scores_gemma":[0.00001046496,0.0000712219,0.000209913,0.0002538661,0.000007662182,0.001722791,0.1201534,0.0002071973,0.0005038159,0.01602597,0.860798,0.00003579835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05051761,0.002189558,0.08648919,0.02137159,0.004411368,0.0006634872,0.000178501,0.001492528,0.8326861],"genre_scores_gemma":[0.5421252,0.002387382,0.05692634,0.009017719,0.0008613134,0.001007516,0.0003634967,0.001460319,0.3858508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04651678,"threshold_uncertainty_score":0.1556141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252868664","doi":"10.33137/ijidi.v2i1/2.32218","title":"Unsettling our practices: Decolonizing description at the University of Alberta Libraries","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Cuban History and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology; Computer science; World Wide Web","authors":[{"name":"Sharon Farnel","is_ca":true},{"name":"Denise Koufogiannakis","is_ca":true},{"name":"Ian Bigelow","is_ca":true},{"name":"Anne Carr-Wiggin","is_ca":true},{"name":"Debbie Feisst","is_ca":true},{"name":"Kayla Lar-Son","is_ca":true},{"name":"Sheila Laroque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03971951277145047,"gpt":0.2760466216816939,"spread":0.2363271089102434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001817954,0.0003014148,0.000256233,0.001530548,0.02136002,0.00644601,0.002253845,0.001625592,0.07088834],"category_scores_gemma":[0.006623555,0.0003525613,0.0002368492,0.003251216,0.004073496,0.002655194,0.004003041,0.002508839,0.009362933],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02581914,"about_ca_system_score_gemma":0.04261628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7284814,"about_ca_topic_score_gemma":0.8852402,"domain_scores_codex":[0.9985268,0.0002657309,0.0000342583,0.0001097328,0.0006432384,0.0004201221],"domain_scores_gemma":[0.9932393,0.001166975,0.0002616063,0.0004935393,0.002266215,0.002572457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004714805,0.00006070441,0.003896344,0.0001339565,0.000002452033,0.0008699283,0.1265583,0.000104279,0.00102113,0.01369325,0.7555752,0.09803721],"study_design_scores_gemma":[0.000002605432,0.000009962411,0.0047571,0.0001131604,0.000002826648,0.000135081,0.07778234,0.00006395129,0.0004142674,0.0005053647,0.9161911,0.00002224835],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.147547,0.002499736,0.004650553,0.09847768,0.003264598,0.0004328642,0.005142184,0.003316764,0.7346686],"genre_scores_gemma":[0.12401,0.001142291,0.002902054,0.005667825,0.0001253209,0.0001170884,0.00116341,0.000937066,0.8639349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.993554,"threshold_uncertainty_score":0.5462352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221056324","doi":"10.33137/ijidi.v5i5.37130","title":"Diversity, equity and inclusion policy texts in Canadian agriculture","year":2022,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Agriculture; Equity (law); Citizenship; Public policy; Agricultural policy; Diversity (politics); Political science; Public administration; Social constructionism; Research policy; Pluralism (philosophy); Sociology; Economic growth; Social science; Economics; Geography; Politics","authors":[{"name":"Bobby Thomas Cameron","is_ca":true},{"name":"Ziad Ghaith","is_ca":true},{"name":"Lisa Chilton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01112267650667462,"gpt":0.2305700485893054,"spread":0.2194473720826307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01123075,0.0004125912,0.0006205551,0.008036559,0.04473992,0.01943339,0.001869757,0.002170583,0.004704827],"category_scores_gemma":[0.02468546,0.0003700201,0.0002592705,0.01689592,0.02998899,0.005363101,0.00977736,0.003828921,0.0002009363],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2494604,"about_ca_system_score_gemma":0.2695237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824011,"about_ca_topic_score_gemma":0.9844994,"domain_scores_codex":[0.9893125,0.002262431,0.0004244857,0.0007529855,0.004617126,0.002630453],"domain_scores_gemma":[0.9757377,0.01439582,0.001233333,0.0008371621,0.005190273,0.002605705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004713641,0.00002765879,0.006506053,0.0002573588,0.000008631379,0.0003850177,0.6437417,0.0004081933,0.0005118959,0.2803836,0.01142967,0.05629313],"study_design_scores_gemma":[0.000009998942,0.00001832405,0.0206752,0.0008540262,0.00002081557,0.0001100319,0.4686643,0.0004864891,0.0005258671,0.02703308,0.4815219,0.00007998654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4616859,0.008506446,0.003201694,0.09774238,0.0004455014,0.0001910002,0.001038624,0.0001016971,0.4270868],"genre_scores_gemma":[0.9832447,0.00209371,0.001076717,0.001999552,0.00004251636,0.0000437402,0.0001638557,0.00002775734,0.01130744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494604,"threshold_uncertainty_score":0.8705195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389484955","doi":"10.33137/ijidi.v7i3/4.40376","title":"Reiterating Visibility: Canadian Librarians’ Experiences of Racial Microaggressions via Findings from a Minority Librarians Network Redux Survey","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Wilfrid Laurier University; University of Ottawa; Toronto Public Health; University of Saskatchewan; University of British Columbia","funders":"University of Toronto","keywords":"Promotion (chess); Test (biology); Context (archaeology); Ethnic group; Psychology; Social psychology; Gender studies; Sociology; Political science; Geography; Politics","authors":[{"name":"Yanli Li","is_ca":true},{"name":"Maha Kumaran","is_ca":true},{"name":"Allan Cho","is_ca":true},{"name":"Valentina Ly","is_ca":true},{"name":"Suzanne Fernando","is_ca":true},{"name":"Michael David Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03075780031906319,"gpt":0.2812779268347289,"spread":0.2505201265156657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003834978,0.0001809047,0.0003557285,0.00364251,0.01043619,0.003383098,0.001120119,0.0005134514,0.002622],"category_scores_gemma":[0.012918,0.0003148111,0.0002765218,0.005487166,0.002207804,0.00155095,0.0042359,0.001048131,0.0001982543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01946108,"about_ca_system_score_gemma":0.0318158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9553302,"about_ca_topic_score_gemma":0.9788205,"domain_scores_codex":[0.9954696,0.0007725316,0.000196304,0.0002311253,0.002052499,0.001277956],"domain_scores_gemma":[0.9887717,0.002090123,0.00249906,0.0003425861,0.004036732,0.002259724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009371062,0.00006588437,0.4664619,0.0001284112,0.00002221685,0.0005135408,0.5028877,0.0000478029,0.0008922687,0.0006333223,0.003318617,0.02493457],"study_design_scores_gemma":[0.000002713629,0.00003702848,0.3977946,0.00008014299,0.0000106462,0.0001224795,0.5915893,0.00007278656,0.0002022324,0.0000570255,0.009996715,0.00003432048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951993,0.0001974179,0.00004645564,0.000929021,0.000007514754,0.00002341593,0.0001621987,0.000004823778,0.003429899],"genre_scores_gemma":[0.9977047,0.0003165921,0.0001077842,0.0003625936,0.00000669524,0.00001539485,0.0001199236,0.000005012792,0.001361356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04466981,"threshold_uncertainty_score":0.1412007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386362419","doi":"10.33137/ijidi.v7i1/2.41079","title":"A Whole New Information World","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"AI in Service Interactions","field":"Computer Science","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":"University of Toronto","keywords":"Metadata; Field (mathematics); World Wide Web; Computer science; Knowledge base; Data science; Library science","authors":[{"name":"Vanessa Irvin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666474810059687,"gpt":0.2553413093749705,"spread":0.2386765612743736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003755761,0.0005515327,0.0007674409,0.00398642,0.00778911,0.02780047,0.001555967,0.004649349,0.0312067],"category_scores_gemma":[0.007992378,0.0004844934,0.0007595432,0.004059447,0.01671153,0.05186211,0.01670993,0.007109443,0.007831594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003556068,"about_ca_system_score_gemma":0.003691925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744544,"about_ca_topic_score_gemma":0.002577159,"domain_scores_codex":[0.9958556,0.001437432,0.0001806907,0.000628854,0.001486022,0.0004112735],"domain_scores_gemma":[0.9936962,0.002401591,0.0003238714,0.00142126,0.0008102204,0.001346926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001725965,0.00001874681,0.0003348735,0.0001991473,0.00001985174,0.0002012409,0.01353291,0.0001135561,0.0004160957,0.8096281,0.1273241,0.0481942],"study_design_scores_gemma":[0.000001356381,0.000006127584,0.00009175021,0.0001328695,0.000002981605,0.000134356,0.003065511,0.0000643426,0.00004993408,0.05114961,0.9452927,0.000008352506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00931944,0.03743808,0.02077419,0.2062644,0.01489364,0.00007570403,0.0004209329,0.0007025541,0.7101111],"genre_scores_gemma":[0.3572784,0.07287898,0.02841807,0.1043803,0.03435031,0.000353687,0.001104543,0.001505815,0.3997299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0312067,"threshold_uncertainty_score":0.1043968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199652964","doi":"10.33137/ijidi.v5i3.36187","title":"Whose Safety is the Priority?","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Policing Practices and Perceptions","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":"University of Toronto","keywords":"Grassroots; Criminalization; Public relations; Community policing; Service (business); Sociology; Political science; Criminology; Law; Politics; Business","authors":[{"name":"Allie Fry","is_ca":false},{"name":"Jeanie Austin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02830137879397616,"gpt":0.3297447696761574,"spread":0.3014433908821813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00971938,0.0003147343,0.0006090034,0.001599006,0.01557275,0.01199799,0.0009848652,0.003628649,0.005493405],"category_scores_gemma":[0.03231183,0.0003800521,0.0002988692,0.001490676,0.02453363,0.01451267,0.006760312,0.007657054,0.00149662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004501452,"about_ca_system_score_gemma":0.01346237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378961,"about_ca_topic_score_gemma":0.01050672,"domain_scores_codex":[0.9887961,0.005630987,0.0004205199,0.0006143478,0.002377719,0.002160193],"domain_scores_gemma":[0.9774934,0.006010674,0.002632529,0.0007945744,0.004756168,0.008312683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001107618,0.0002356577,0.08074367,0.0007349774,0.0000697474,0.000954276,0.4576949,0.0001335548,0.0008222122,0.1476244,0.1079126,0.2029634],"study_design_scores_gemma":[0.0000119184,0.00008960129,0.01506088,0.0008097062,0.00002054241,0.0005021523,0.7752366,0.0001022997,0.0003196942,0.05940856,0.1483787,0.00005930332],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2303002,0.009450545,0.002932586,0.6650342,0.003559438,0.00005073967,0.00007699066,0.00007138395,0.08852407],"genre_scores_gemma":[0.9683819,0.003832366,0.000546709,0.02249698,0.0004778625,0.00001468566,0.00002349848,0.00002548397,0.004200666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01557275,"threshold_uncertainty_score":0.05140162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401403674","doi":"10.33137/ijidi.v8i2.43500","title":"Quilombola women confronting digital discrimination in Brazil","year":2024,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Digital Economy and Work Transformation","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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Toronto; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Ministério da Ciência, Tecnologia e Inovação","keywords":"Gender studies; Sociology","authors":[{"name":"Ivonete da Silva Lopes","is_ca":false},{"name":"Daniela de Ulysséa Leal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01016475172374325,"gpt":0.2627225292048926,"spread":0.2525577774811494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008670205,0.0002315575,0.000365253,0.001176105,0.004588056,0.001934474,0.0003865453,0.0007256226,0.003718404],"category_scores_gemma":[0.00313294,0.0002581895,0.0001922123,0.001181814,0.002672073,0.001129091,0.003411535,0.0006458077,0.0001578042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528197,"about_ca_system_score_gemma":0.002017718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04487619,"about_ca_topic_score_gemma":0.1021429,"domain_scores_codex":[0.9992951,0.000213552,0.00002527274,0.00005818766,0.0001018236,0.0003060281],"domain_scores_gemma":[0.9993057,0.0002429022,0.0002195722,0.00003075165,0.00006172693,0.0001393474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005859563,0.0001396904,0.2432262,0.000176865,0.0000149609,0.002643231,0.7137175,0.00003203377,0.00148018,0.006222919,0.0006846223,0.03160318],"study_design_scores_gemma":[0.000004968659,0.00007269305,0.103564,0.0003010167,0.00001574276,0.0009197369,0.8807412,0.00006834659,0.0001937391,0.0009100079,0.01319501,0.00001362215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942982,0.0004566429,0.00004429101,0.0007990304,0.00001051665,0.00001395058,0.00001364939,0.000001495075,0.004362229],"genre_scores_gemma":[0.9986175,0.0004343432,0.00004123529,0.0001210329,0.000003337949,0.000007334002,0.000007201607,8.49951e-7,0.0007671433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04487619,"threshold_uncertainty_score":0.08922994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389240910","doi":"10.33137/ijidi.v7i3/4.40749","title":"Hyper-diversity in Sampling Strategy for Reader Response Studies in an Urban Context.","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Data Analysis and Archiving","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":"University of Toronto","keywords":"Context (archaeology); Diversity (politics); Empirical research; Participant observation; Narrative; Variety (cybernetics); Selection (genetic algorithm); Sociology; Qualitative research; Social psychology; Psychology; Social science; Epistemology; Geography; Computer science; Linguistics","authors":[{"name":"Melina Ghasseminejad","is_ca":false},{"name":"Anneke Sools","is_ca":false},{"name":"Luc Herman","is_ca":false},{"name":"María-Ángeles Martínez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2136571729900864,"gpt":0.4176685202406136,"spread":0.2040113472505272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1782475,0.001231593,0.001163344,0.005935012,0.003991942,0.003680217,0.003300339,0.003014006,0.01332834],"category_scores_gemma":[0.2751136,0.001188724,0.00137964,0.005923144,0.004139048,0.003301757,0.008104256,0.002437494,0.004556103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248699,"about_ca_system_score_gemma":0.004770608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044613,"about_ca_topic_score_gemma":0.004566954,"domain_scores_codex":[0.7027487,0.2628537,0.0122126,0.007885823,0.01275531,0.001543843],"domain_scores_gemma":[0.8226991,0.1146878,0.008438698,0.03378344,0.01886678,0.001524191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003415105,0.001533622,0.02654865,0.008818683,0.0007923899,0.001782284,0.2411592,0.002450788,0.01645593,0.1906545,0.02945622,0.4769326],"study_design_scores_gemma":[0.0024979,0.006457134,0.03570304,0.01008776,0.0007586289,0.00236956,0.1123897,0.02209707,0.02593054,0.2918627,0.4893373,0.0005087353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03800257,0.001152849,0.8159797,0.001900131,0.001035243,0.1236812,0.00132569,0.0006094846,0.01631313],"genre_scores_gemma":[0.09060949,0.0003993612,0.5650885,0.002517895,0.000254537,0.3357053,0.0005731402,0.0002169064,0.004634975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1782475,"threshold_uncertainty_score":0.942674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386362804","doi":"10.33137/ijidi.v7i1/2.39409","title":"Self-breeding Fake News","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Misinformation and Its Impacts","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":"University of Toronto","keywords":"Caste; Social media; Fake news; Hindutva; Politics; The Internet; Class (philosophy); Microblogging; Political science; Internet privacy; Sociology; Media studies; World Wide Web; Computer science; Law; Artificial intelligence","authors":[{"name":"P R Biju","is_ca":false},{"name":"O. Gayathri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114925019614378,"gpt":0.301735157082939,"spread":0.2705859068867952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003722259,0.0005939467,0.0004398435,0.002877449,0.001792903,0.004303593,0.0005934592,0.001324395,0.007970142],"category_scores_gemma":[0.03408594,0.0003665377,0.0003631652,0.001735909,0.001703796,0.004674411,0.001508718,0.001126075,0.002691923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017355,"about_ca_system_score_gemma":0.000601651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248952,"about_ca_topic_score_gemma":0.001318746,"domain_scores_codex":[0.9953758,0.001725931,0.0002995169,0.0005886743,0.001661394,0.000348698],"domain_scores_gemma":[0.9345493,0.03268532,0.01274002,0.01432229,0.005073391,0.000629676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008766041,0.0006421709,0.2490313,0.002137071,0.0004281466,0.003202397,0.0325211,0.002793789,0.01826751,0.07930049,0.02740424,0.5833952],"study_design_scores_gemma":[0.0001154502,0.001339982,0.3206625,0.002489423,0.0007616345,0.01580706,0.03513987,0.04418793,0.06162128,0.0604417,0.4569538,0.0004794356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7762163,0.002804523,0.03812386,0.004476635,0.0006056138,0.000408823,0.0009083228,0.00110547,0.1753504],"genre_scores_gemma":[0.9753097,0.0007600468,0.006934396,0.0008804967,0.0001858832,0.00005218693,0.0002616204,0.00009489361,0.01552079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007970142,"threshold_uncertainty_score":0.02666283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131807686","doi":"10.33137/ijidi.v5i1.36003","title":"Diversity, Recordkeeping, and Archivy","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Diversity (politics); Sociology; Anthropology","authors":[{"name":"Rebecka Taves Sheffield","is_ca":true},{"name":"Janet Ceja","is_ca":false},{"name":"Stanley H. Griffin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02301727851609939,"gpt":0.2020754721534784,"spread":0.179058193637379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008101451,0.00174847,0.001945589,0.004706918,0.00412064,0.01044978,0.00238668,0.009557787,0.01255068],"category_scores_gemma":[0.03749551,0.0007331305,0.001362521,0.001933467,0.00410297,0.004028745,0.001387008,0.01108446,0.003686053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238879,"about_ca_system_score_gemma":0.002640456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440988,"about_ca_topic_score_gemma":0.003292316,"domain_scores_codex":[0.9948843,0.0008881075,0.0005530031,0.0007174994,0.002511642,0.0004453048],"domain_scores_gemma":[0.9422972,0.0301796,0.002031984,0.001601409,0.01911406,0.004775859],"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":[0.00003421011,0.00002192527,0.00008159543,0.0003262177,0.00001233727,0.0001447991,0.00006534604,0.00001566142,0.00005892302,0.001112397,0.9904322,0.007694526],"study_design_scores_gemma":[0.00005601047,0.00004071799,0.0008243695,0.001123293,0.00004654391,0.0003089927,0.0003166205,0.0001475485,0.0001777956,0.001644353,0.9952909,0.00002286016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0001032456,0.003846567,0.0000608682,0.02651515,0.9676861,0.00001137574,0.00003616258,0.00001744207,0.001723238],"genre_scores_gemma":[0.001173484,0.002532307,0.00004499033,0.005400661,0.9877127,0.000009412077,0.00001206976,0.00001107545,0.003103328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01255068,"threshold_uncertainty_score":0.04284507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130083150","doi":"10.33137/ijidi.v5i1.34667","title":"Brick Walls and Tick Boxes","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","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":"University of Toronto","keywords":"Tick; Brick; Architectural engineering; Engineering; Biology; Civil engineering; Virology","authors":[{"name":"Kirsty Fife","is_ca":false},{"name":"Hannah Henthorn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01639811255570513,"gpt":0.2075990008379353,"spread":0.1912008882822302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001435599,0.001320199,0.0006432953,0.001292577,0.008337733,0.01046953,0.002085784,0.002767531,0.47152],"category_scores_gemma":[0.006103975,0.001039837,0.0007987025,0.001493368,0.003185731,0.007874546,0.007585913,0.003437756,0.221307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387679,"about_ca_system_score_gemma":0.003367712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301038,"about_ca_topic_score_gemma":0.02398018,"domain_scores_codex":[0.9982635,0.0004284095,0.0001093364,0.0002858307,0.0004702004,0.0004426842],"domain_scores_gemma":[0.9966599,0.0004545327,0.0002686335,0.0008607929,0.0008150582,0.00094109],"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":[0.0003093045,0.0001561607,0.0009312059,0.0003142056,0.00001422429,0.000450775,0.004450942,0.0004053817,0.00115614,0.07334542,0.8152241,0.1032421],"study_design_scores_gemma":[0.000008906749,0.00002277142,0.0003154342,0.0001219337,0.000002739261,0.00007101192,0.001945814,0.0000558719,0.0001332312,0.002173803,0.9951358,0.00001271909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009298521,0.001519289,0.009819149,0.007113073,0.004329345,0.0004405701,0.001966128,0.002942451,0.9625714],"genre_scores_gemma":[0.05309074,0.001305365,0.01025865,0.002259057,0.0003860338,0.0003068688,0.0009966899,0.001319412,0.9300772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.47152,"threshold_uncertainty_score":0.7538126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984403907","doi":"10.33137/ijidi.v4i1.32340","title":"Library Computer Workstations for Inclusive College Student Populations","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Digital Accessibility for Disabilities","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":"University of Toronto","keywords":"Universal design; Construct (python library); Workstation; Computer science; Universal Design for Learning; Population; Process (computing); Sociology; World Wide Web; Pedagogy","authors":[{"name":"Brady C. Cross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0205172748314329,"gpt":0.318318493509738,"spread":0.2978012186783051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194544,0.000199885,0.0002879721,0.001746179,0.002941776,0.004284272,0.0008959097,0.0008661911,0.04936889],"category_scores_gemma":[0.008291066,0.0001713113,0.0004670227,0.002185837,0.0008315959,0.002651735,0.00706424,0.000792037,0.008156206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009003548,"about_ca_system_score_gemma":0.002694015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150141,"about_ca_topic_score_gemma":0.003783525,"domain_scores_codex":[0.9987018,0.0005335896,0.0001215696,0.0001063335,0.0003151229,0.0002215002],"domain_scores_gemma":[0.9956784,0.001209913,0.0005141764,0.0008763602,0.0005565551,0.001164648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001327241,0.0006077507,0.04452141,0.0009348964,0.00002161538,0.0006381996,0.009032083,0.000257331,0.002836928,0.02772391,0.04488151,0.8684115],"study_design_scores_gemma":[0.0001001379,0.0008996131,0.116573,0.001216213,0.00006593244,0.003130635,0.02195916,0.0004746339,0.003231979,0.01651462,0.8357695,0.00006464634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5351294,0.009933978,0.03302734,0.01320239,0.0009417019,0.0008523021,0.001496632,0.00458008,0.4008363],"genre_scores_gemma":[0.9201713,0.004382343,0.02339698,0.002042159,0.0002664887,0.0005898853,0.0007190524,0.0002722583,0.04815957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04936889,"threshold_uncertainty_score":0.1651554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386350470","doi":"10.33137/ijidi.v7i1/2.39366","title":"Decolonizing the Authority File","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"University of Toronto","keywords":"Metadata; Indigenous; Workflow; World Wide Web; Decolonization; Visibility; Institution; Computer science; Special collections; Authority control; Data collection; Library science; Sociology; Political science; Database; Geography; Control (management); Law; Social science","authors":[{"name":"Susan Dahl","is_ca":true},{"name":"K. I. E. Macleod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02172878316493428,"gpt":0.2404782759519571,"spread":0.2187494927870228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007640756,0.0006113569,0.0008679636,0.006633894,0.008670246,0.00858329,0.003521887,0.001498953,0.05189199],"category_scores_gemma":[0.03892256,0.0006457311,0.0007056402,0.009723566,0.005867085,0.01055937,0.009865867,0.003029654,0.02204845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01318852,"about_ca_system_score_gemma":0.0365141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3986439,"about_ca_topic_score_gemma":0.3859772,"domain_scores_codex":[0.9899913,0.0008876073,0.0006069844,0.001214983,0.005899022,0.001400155],"domain_scores_gemma":[0.9548915,0.006126552,0.00134129,0.01879832,0.01730261,0.001539818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005256452,0.0001536942,0.01251189,0.0004915249,0.00004109897,0.00122977,0.02431781,0.001471866,0.007538894,0.1074133,0.3833333,0.4609711],"study_design_scores_gemma":[0.00002946923,0.00002890815,0.002226148,0.0001442335,0.0000197862,0.0001832048,0.002705639,0.001089389,0.004933974,0.002880109,0.9856918,0.00006740372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.119302,0.002319993,0.149921,0.0167686,0.004455564,0.003024332,0.02329185,0.08096142,0.5999553],"genre_scores_gemma":[0.3203907,0.002093994,0.1066297,0.004825013,0.0009784383,0.0009882136,0.02280625,0.02921719,0.5120704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9914167,"threshold_uncertainty_score":0.792647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166844647","doi":"10.33137/ijidi.v5i2.36308","title":"How to Be an Antiracist","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":2,"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":"Political science","authors":[{"name":"Norda Bell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03737060411202738,"gpt":0.3149745381950854,"spread":0.2776039340830581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008851612,0.0004274758,0.0006998369,0.001953996,0.001012707,0.002379348,0.0008463004,0.001734871,0.04779566],"category_scores_gemma":[0.004322196,0.0002622566,0.0002964377,0.002490592,0.0009036401,0.002164522,0.0008901737,0.002887348,0.01817928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672553,"about_ca_system_score_gemma":0.00320419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007516826,"about_ca_topic_score_gemma":0.02100012,"domain_scores_codex":[0.9993339,0.000145481,0.00002865133,0.00004992055,0.0003880999,0.00005386571],"domain_scores_gemma":[0.9979736,0.000991802,0.0001129649,0.00005514913,0.0007105456,0.0001557945],"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":[0.000007630704,0.00001593887,0.00004513863,0.0008837613,0.000005258329,0.00005729925,0.000117875,0.00004080612,0.0000462378,0.005366903,0.850622,0.1427912],"study_design_scores_gemma":[0.000002144202,0.000004577025,0.0001052726,0.0008466836,0.000003709565,0.0001000577,0.00008591369,0.000008348472,0.00001900217,0.0007102979,0.9981107,0.000003349026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0005528824,0.80617,0.0006456137,0.05325953,0.02448539,0.00007092765,0.0003395925,0.00007185543,0.1144043],"genre_scores_gemma":[0.003757471,0.7157975,0.0009552697,0.01785165,0.008584917,0.000119642,0.0003445735,0.0001021613,0.2524869],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04779566,"threshold_uncertainty_score":0.1598924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043380074","doi":"10.33137/ijidi.v4i2.33635","title":"From a \"Limited Space\" to a Much Wider Future","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Migration, Health and Trauma","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":"University of Toronto","keywords":"Refugee; Narrative; Gender studies; Sociology; Democracy; Meaning (existential); Political science; Politics; Psychology; Law","authors":[{"name":"Caseem C. Luck","is_ca":false},{"name":"Michele Santamaría","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01963360265820557,"gpt":0.2852644722588749,"spread":0.2656308696006693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003914032,0.0006965901,0.00055602,0.0009248886,0.01724014,0.01312637,0.001284984,0.002913451,0.01646234],"category_scores_gemma":[0.003273697,0.0003959258,0.0005964632,0.0008023412,0.03889437,0.02817433,0.01701059,0.007157579,0.002122373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557265,"about_ca_system_score_gemma":0.006189962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004469818,"about_ca_topic_score_gemma":0.009715016,"domain_scores_codex":[0.9969063,0.001821047,0.00006595145,0.0003338359,0.0003695597,0.0005032275],"domain_scores_gemma":[0.9976676,0.0004785959,0.0001847375,0.0002695383,0.0003023474,0.001097244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006629854,0.00004624174,0.001947182,0.0002691659,0.00002650244,0.0009935107,0.2970683,0.0002807362,0.001309362,0.6315944,0.04161371,0.02478468],"study_design_scores_gemma":[0.000008654221,0.00006843712,0.00087655,0.0005059067,0.00001002183,0.000568455,0.3050589,0.0001159595,0.0001970276,0.07277034,0.6197799,0.00003976605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1371935,0.01824743,0.01792368,0.2316932,0.003884796,0.00007931259,0.0002743678,0.0002160432,0.5904877],"genre_scores_gemma":[0.9244028,0.007500302,0.003512015,0.01138646,0.0006774048,0.0001063944,0.0001155707,0.0001676471,0.05213141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01724014,"threshold_uncertainty_score":0.05507195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987426493","doi":"10.33137/ijidi.v4i1.32841","title":"Narrative, Objects, and the Construction of the Self","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Storytelling; Reminiscence; Narrative; Memoir; Object (grammar); Value (mathematics); Psychology; Medicalization; Identity (music); Psychology of self; Autobiographical memory; Personal identity; Self; Social psychology; Recall; Aesthetics; Cognitive psychology; Computer science; History; Psychiatry","authors":[{"name":"Lynne C. Howarth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09090608809013352,"gpt":0.4492731367684423,"spread":0.3583670486783088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007431425,0.0005902855,0.0005352217,0.002963722,0.007641154,0.01473288,0.00129821,0.001546395,0.002683858],"category_scores_gemma":[0.008094515,0.0003531301,0.0003434195,0.00185252,0.04991529,0.01219532,0.01026318,0.002067648,0.0002323443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003068451,"about_ca_system_score_gemma":0.003056145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970061,"about_ca_topic_score_gemma":0.002122363,"domain_scores_codex":[0.9908791,0.007684813,0.0001640947,0.0003937702,0.0005748037,0.0003034933],"domain_scores_gemma":[0.9937406,0.004465067,0.0005992096,0.0006019749,0.000205852,0.0003872272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002084808,0.00002040703,0.0006909033,0.0001543235,0.000009539312,0.0002159205,0.7657942,0.0001053414,0.000287719,0.2188081,0.0007012004,0.01319147],"study_design_scores_gemma":[0.00001992337,0.00007417792,0.001687997,0.0007310797,0.00002622216,0.0008248746,0.6358125,0.0002293073,0.0005504595,0.2164637,0.1435411,0.00003860658],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5034341,0.02273287,0.04097514,0.01721094,0.0006518348,0.0002794607,0.0001576163,0.0001380125,0.4144201],"genre_scores_gemma":[0.9860626,0.002091893,0.004848779,0.0003212808,0.00004920436,0.00009069125,0.00003447364,0.00003835637,0.006462618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473288,"threshold_uncertainty_score":0.03930163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109059143","doi":"10.33137/ijidi.v4i3/4.33554","title":"Diversity, Inclusivity, Social Responsibility Aspects, and Outcomes of a Mobile Digital Library and Information Service Model for a Developing Country","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"ICT in Developing Communities","field":"Computer Science","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":"University of Toronto","keywords":"Public relations; Accountability; Citizen journalism; Service (business); Diversity (politics); Sociology; Digital library; Corporate social responsibility; Political science; Economic growth; Business; Marketing; Economics","authors":[{"name":"Matseliso Moshoeshoe-Chadzingwa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02173413062592499,"gpt":0.2438091246816891,"spread":0.2220749940557641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00274741,0.000257169,0.0002244626,0.001441516,0.004131629,0.006659051,0.0005529663,0.0005813589,0.00360811],"category_scores_gemma":[0.00339683,0.0001739991,0.000408561,0.002045249,0.006571103,0.0030686,0.005980488,0.001452959,0.0003486252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007311453,"about_ca_system_score_gemma":0.004180944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0203925,"about_ca_topic_score_gemma":0.02514598,"domain_scores_codex":[0.9980041,0.001328015,0.0000381957,0.00009436934,0.0001933396,0.0003419058],"domain_scores_gemma":[0.9983569,0.0005133207,0.0002383304,0.0001461686,0.0002473753,0.0004978353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001079678,0.003112924,0.3287788,0.0004099869,0.0001147849,0.00489731,0.3465526,0.008934904,0.003990881,0.2361031,0.003311907,0.06271305],"study_design_scores_gemma":[0.000127191,0.00159718,0.1814651,0.0002881902,0.00009039075,0.0006453621,0.7588892,0.008093338,0.001340987,0.02386035,0.02351245,0.0000902686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666012,0.00005640704,0.0004847744,0.001091478,0.000005446308,0.00007514992,0.00003769234,0.00000573771,0.03164219],"genre_scores_gemma":[0.9984162,0.00005710676,0.0002254962,0.00006023416,0.00000144819,0.00004556331,0.00001539656,0.000002332436,0.001176226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0203925,"threshold_uncertainty_score":0.05304849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229016126","doi":"10.33137/ijidi.v6i1.38230","title":"Global Drumbeat","year":2022,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"ICT in Developing Communities","field":"Computer Science","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":"Rajarata University of Sri Lanka; University of Toronto","keywords":"Scope (computer science); Field (mathematics); Diversity (politics); Inclusion (mineral); Sociology; Library science; Computer science; Engineering ethics; Data science; Social science; Engineering; Anthropology","authors":[{"name":"Kafi D Kumasi","is_ca":false},{"name":"André Brock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01318330817416088,"gpt":0.2337038354624302,"spread":0.2205205272882693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001194737,0.0007325753,0.0005534464,0.00201324,0.002701384,0.007987167,0.00108591,0.00216925,0.4380964],"category_scores_gemma":[0.004171181,0.0002711432,0.00041411,0.002285346,0.001162001,0.005661927,0.007134819,0.002585467,0.2279814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146021,"about_ca_system_score_gemma":0.001795818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130373,"about_ca_topic_score_gemma":0.003025061,"domain_scores_codex":[0.999063,0.0001438302,0.00004085859,0.000187261,0.0003867869,0.0001782492],"domain_scores_gemma":[0.9981141,0.0002499337,0.0000862964,0.00033995,0.0004899885,0.000719771],"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":[0.0000346499,0.000008496807,0.0001110205,0.0001169544,0.000002404496,0.00006003489,0.0003934796,0.00003315302,0.0002165144,0.01550933,0.9017732,0.08174079],"study_design_scores_gemma":[0.000001235887,0.000003350086,0.00008184895,0.00003074407,4.374128e-7,0.000022168,0.0001005807,0.000008283449,0.00002259524,0.0005679379,0.9991592,0.00000162628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001562179,0.009704434,0.002272392,0.02624755,0.04383034,0.00007284404,0.001758061,0.001982844,0.9125694],"genre_scores_gemma":[0.008742378,0.00361133,0.0009304145,0.005389092,0.006061562,0.00004637862,0.001261495,0.001026088,0.9729312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4380964,"threshold_uncertainty_score":0.8014873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404621658","doi":"10.33137/ijidi.v8i3/4.43657","title":"Holding a Brave Space: Lessons from Reality Storytelling","year":2024,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Digital Storytelling and Education","field":"Health Professions","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":"University of Toronto","keywords":"Storytelling; Space (punctuation); Aesthetics; Computer science; Art; Narrative; Literature","authors":[{"name":"Sarah Beth Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07258587523003969,"gpt":0.3884121792073069,"spread":0.3158263039772672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03022567,0.002022763,0.0009388273,0.003538744,0.01487038,0.01690095,0.005904485,0.004525338,0.005133498],"category_scores_gemma":[0.04643629,0.001055239,0.001090087,0.002866233,0.03501353,0.03149098,0.01094062,0.008687461,0.001494425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009931672,"about_ca_system_score_gemma":0.005795975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009888395,"about_ca_topic_score_gemma":0.01902618,"domain_scores_codex":[0.9536942,0.04055882,0.0007159809,0.001388688,0.002132904,0.001509362],"domain_scores_gemma":[0.9266041,0.06259517,0.001419169,0.003315802,0.003929097,0.002136664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002531071,0.00007139586,0.0008083116,0.0003945948,0.000009678648,0.0009135756,0.9333418,0.0002079162,0.0002681414,0.03379993,0.007743051,0.02241644],"study_design_scores_gemma":[0.00001903334,0.00005900261,0.0007105107,0.001011242,0.00001228514,0.0008216563,0.790472,0.0003976219,0.0006444931,0.02661129,0.179187,0.00005382023],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3513809,0.02180781,0.1409888,0.1853506,0.003637795,0.001906246,0.0009801264,0.0009186893,0.293029],"genre_scores_gemma":[0.8898639,0.01323098,0.05501378,0.01037696,0.000783735,0.001157299,0.0005712815,0.001104659,0.02789738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03022567,"threshold_uncertainty_score":0.1598505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884667371","doi":"10.33137/ijidi.v2i1/2.32219","title":"The everyday life information behaviour of immigrants: A case of Bangladeshi women","year":2018,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Immigration; Everyday life; Gender studies; Sociology; Psychology; Geography; Political science","authors":[{"name":"Nafiz Zaman Shuva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01141867055469067,"gpt":0.2357171862251581,"spread":0.2242985156704674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005176204,0.0003719061,0.0002899338,0.0009690288,0.008198027,0.001957193,0.0006658448,0.002046299,0.01479382],"category_scores_gemma":[0.001717936,0.0003155533,0.000249971,0.001166535,0.001632312,0.00178143,0.002223259,0.001406259,0.001826472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424737,"about_ca_system_score_gemma":0.001133383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03737321,"about_ca_topic_score_gemma":0.05945721,"domain_scores_codex":[0.9997507,0.00008770921,0.00001262318,0.00002247868,0.00003302324,0.00009347413],"domain_scores_gemma":[0.9991745,0.0003757899,0.000109857,0.00002484434,0.00007463179,0.0002403143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005115008,0.00017565,0.02544959,0.0001361637,0.000008081057,0.03131035,0.9221684,0.00002890785,0.0006214486,0.0008683304,0.008402466,0.01077952],"study_design_scores_gemma":[0.00000423541,0.00007125272,0.01218961,0.0001263909,0.000009456087,0.004462506,0.9704335,0.00003477196,0.0001070484,0.0001233249,0.01242226,0.00001554861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810137,0.0004658565,0.0001009018,0.005411617,0.00007066474,0.00003860081,0.000302298,0.00001319851,0.01258318],"genre_scores_gemma":[0.9716229,0.001850626,0.0001909211,0.001795555,0.00006153915,0.00004623544,0.0001509742,0.00001637782,0.024265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03737321,"threshold_uncertainty_score":0.07431138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404776869","doi":"10.33137/ijidi.v8i2.43633","title":"Public Libraries for Immigrant Communities","year":2024,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Administration","field":"Social Sciences","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":"University of Toronto","keywords":"Immigration; Political science; Sociology; Geography; Library science; Computer science; Archaeology","authors":[{"name":"B. Ramin Naderi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06055990209044838,"gpt":0.2913116843816486,"spread":0.2307517822912002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002991955,0.0003381484,0.00028298,0.002906919,0.01039652,0.01051275,0.0009811774,0.002472302,0.07544195],"category_scores_gemma":[0.009126378,0.0002115414,0.0005631885,0.003540942,0.001646627,0.007396409,0.012047,0.001757636,0.009619627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003731435,"about_ca_system_score_gemma":0.03451105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006100617,"about_ca_topic_score_gemma":0.02086843,"domain_scores_codex":[0.9984483,0.0006654014,0.00007916397,0.00007874697,0.0003448817,0.0003835079],"domain_scores_gemma":[0.9909344,0.001637416,0.0007853021,0.0005019823,0.0020127,0.0041282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007421083,0.0003170004,0.008621967,0.003099261,0.00002665607,0.001405484,0.02109099,0.00008062297,0.0007316598,0.05080869,0.325067,0.5886764],"study_design_scores_gemma":[0.00002329626,0.0000649856,0.00592411,0.002958134,0.00002457529,0.001137495,0.04226975,0.00004608126,0.0003034042,0.007266475,0.9399627,0.00001898079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1058453,0.07858144,0.002061407,0.2182116,0.007018215,0.0004762388,0.000988005,0.0007643278,0.5860535],"genre_scores_gemma":[0.5877498,0.1017267,0.01175426,0.04836294,0.004136018,0.0006645407,0.001196221,0.0003127415,0.2440968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894872,"threshold_uncertainty_score":0.2523785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318049662","doi":"10.33137/ijidi.v6i4.38589","title":"Digitizing the Archive","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","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":"University of Toronto","keywords":"Archivist; Exhibition; Affordance; Digital humanities; Work (physics); Library science; Digital Archives; Media studies; Sociology; Visual arts; Political science; World Wide Web; Engineering; Computer science; Art","authors":[{"name":"Emily Edwards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02619830462709082,"gpt":0.2093318566318846,"spread":0.1831335520047937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003996281,0.0004413129,0.0002648566,0.003415906,0.004604453,0.01255945,0.001520563,0.00112644,0.03035408],"category_scores_gemma":[0.006907626,0.0002499891,0.0004287509,0.004519707,0.005090529,0.009596908,0.01016416,0.001956367,0.005929931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240926,"about_ca_system_score_gemma":0.005389798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385601,"about_ca_topic_score_gemma":0.00562303,"domain_scores_codex":[0.9968203,0.001162986,0.0002182965,0.0004095714,0.00113074,0.000257987],"domain_scores_gemma":[0.9957625,0.0009138461,0.0002944738,0.002098106,0.0006587738,0.0002722918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004167326,0.00005076021,0.003444002,0.0006168331,0.00001790561,0.0004309087,0.04643195,0.000497366,0.003338772,0.3892227,0.03574429,0.5201628],"study_design_scores_gemma":[0.000004076277,0.00001955311,0.0008914045,0.000397423,0.000009792469,0.0003484909,0.01013331,0.0001108296,0.001004486,0.02169417,0.9653759,0.00001054769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05145065,0.01207312,0.05014904,0.01423844,0.002341643,0.0003434497,0.001007874,0.001034736,0.867361],"genre_scores_gemma":[0.4436624,0.02878775,0.1616289,0.006083887,0.00221002,0.0006763707,0.002639965,0.0015995,0.3527112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9874405,"threshold_uncertainty_score":0.1015445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412400914","doi":"10.33137/ijidi.v9i1/2.43997","title":"Accessibility, Disability, and Inclusive Instrument Design","year":2025,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","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":"University of Toronto","keywords":"Universal design; Psychology; Computer science; World Wide Web","authors":[{"name":"Andrew Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0503127062176868,"gpt":0.4034637179731545,"spread":0.3531510117554677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03159498,0.0007756157,0.001584665,0.009457055,0.002369901,0.008874631,0.001894987,0.001962319,0.00416991],"category_scores_gemma":[0.09811088,0.000647124,0.001359045,0.007103316,0.006609965,0.01082673,0.007440329,0.002072401,0.000827566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002847799,"about_ca_system_score_gemma":0.008601943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801136,"about_ca_topic_score_gemma":0.001961572,"domain_scores_codex":[0.9474716,0.03479615,0.00721861,0.001700606,0.007906132,0.0009070098],"domain_scores_gemma":[0.9116739,0.07184768,0.004835294,0.002972912,0.007754094,0.0009161179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001422772,0.0001248888,0.005178046,0.04281367,0.000227569,0.0005227233,0.02929629,0.0006549691,0.0008923845,0.1214598,0.007636733,0.7910506],"study_design_scores_gemma":[0.00007922077,0.0005524047,0.00998143,0.08907092,0.0007376999,0.003925754,0.03598505,0.0006743527,0.001862225,0.1412763,0.7156838,0.0001707731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04292229,0.6543509,0.1698042,0.02864624,0.002502532,0.001937373,0.0006272527,0.0004895743,0.0987196],"genre_scores_gemma":[0.3497353,0.4646488,0.1622081,0.007809608,0.0009349716,0.006303471,0.000765572,0.0002424111,0.0073518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03159498,"threshold_uncertainty_score":0.1670922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973022831","doi":"10.33137/ijidi.v3i4.32997","title":"Give Us Vision, Lest We Perish: Engaging Disability at the National Library of Jamaica","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Elder Abuse and Neglect","field":"Social Sciences","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":"University of Toronto","keywords":"Workforce; Outreach; Inclusion (mineral); Government (linguistics); Population; Census; Literacy; Medical education; Sign language; Psychology; Political science; Public relations; Medicine; Pedagogy","authors":[{"name":"Abigail Henry","is_ca":false},{"name":"Nicole Prawl","is_ca":false},{"name":"Beverley Lashley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01471336199682133,"gpt":0.2790509387842829,"spread":0.2643375767874616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002695414,0.0003338979,0.0002353072,0.0008390329,0.01947502,0.01019715,0.001641181,0.002558022,0.01877183],"category_scores_gemma":[0.006216583,0.0002521999,0.0002298047,0.001389376,0.003153919,0.006482156,0.009697201,0.004010276,0.005626924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006011807,"about_ca_system_score_gemma":0.01684337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07347407,"about_ca_topic_score_gemma":0.2645702,"domain_scores_codex":[0.9976822,0.001082048,0.00008659072,0.0001469226,0.00048609,0.0005161601],"domain_scores_gemma":[0.992982,0.001043132,0.0002817278,0.000286142,0.0008880136,0.004518905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005384172,0.0005832442,0.01562271,0.0005005202,0.00001713332,0.00290526,0.1117059,0.00007730733,0.001137534,0.004310643,0.6052607,0.2578253],"study_design_scores_gemma":[0.00001879826,0.0001404503,0.0199858,0.0006378345,0.00001577467,0.0009421958,0.226071,0.00009875169,0.0005327669,0.001464391,0.7500507,0.00004166443],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1991924,0.01584554,0.0017695,0.3627184,0.003790281,0.0003952908,0.0007582676,0.0009330552,0.4145974],"genre_scores_gemma":[0.5079857,0.02548473,0.00628495,0.09844618,0.001482258,0.0004153912,0.001272805,0.0003377026,0.3582903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07347407,"threshold_uncertainty_score":0.1460928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200783860","doi":"10.33137/ijidi.v5i3.36193","title":"Sources of COVID-19 Information Seeking and their Associations with Self-Perceived Mental Health among Canadians","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University","funders":"University of Toronto","keywords":"Odds; Mental health; Coronavirus disease 2019 (COVID-19); Logistic regression; Social media; 2019-20 coronavirus outbreak; Health information; Odds ratio; Psychology; Environmental health; Demography; Medicine; Gerontology; Political science; Psychiatry; Health care; Sociology","authors":[{"name":"Yanli Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468586946522469,"gpt":0.2699737858032424,"spread":0.2552879163380177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674948,0.000380276,0.0004242047,0.00476794,0.00376501,0.002417514,0.001125264,0.0004944062,0.003635099],"category_scores_gemma":[0.008999835,0.0003287437,0.0006192774,0.01049772,0.0006536947,0.000731903,0.001926627,0.000975567,0.0003302799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01786222,"about_ca_system_score_gemma":0.02863391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882532,"about_ca_topic_score_gemma":0.991429,"domain_scores_codex":[0.9984103,0.0001386712,0.0001047561,0.0001569118,0.0006892033,0.0005000742],"domain_scores_gemma":[0.9911755,0.0008746666,0.002397247,0.0002886365,0.003801825,0.001462006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005588406,0.00004175619,0.9884036,0.0000924429,0.00005465863,0.00005053241,0.003439888,0.00005568604,0.00004888912,0.0002141448,0.002230876,0.005311619],"study_design_scores_gemma":[0.000004089623,0.00001582439,0.9905248,0.0001103719,0.00002536083,0.00003558072,0.006324804,0.0001427518,0.00003961708,0.00003656741,0.002720228,0.00001993664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563561,0.001226393,0.0001666757,0.001123296,0.00003100022,0.0001271858,0.03370142,0.0000192924,0.007248573],"genre_scores_gemma":[0.9867051,0.0008671646,0.0004192436,0.0001572053,0.00001334269,0.00007319378,0.01027702,0.00001042575,0.001477235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786222,"threshold_uncertainty_score":0.1296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985356764","doi":"10.33137/ijidi.v4i1.32529","title":"Dementia Friendly Memory Institutions","year":2019,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Convention on the Rights of Persons with Disabilities; Dementia; Notice; Empowerment; Public relations; Political science; Promotion (chess); Convention; Psychology; Disease; Sociology; Medicine; Law; Politics","authors":[{"name":"Lynne C. Howarth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01604383600768401,"gpt":0.291867898581081,"spread":0.275824062573397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002388727,0.0008048425,0.0004414243,0.001289452,0.01336674,0.01049614,0.002138119,0.004398091,0.1126652],"category_scores_gemma":[0.005753571,0.0002769159,0.0005828189,0.001217352,0.003180873,0.006497574,0.01398781,0.003946305,0.03420301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866439,"about_ca_system_score_gemma":0.006029103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459899,"about_ca_topic_score_gemma":0.01605898,"domain_scores_codex":[0.9977974,0.000503809,0.00008572224,0.0001994412,0.0003677264,0.001045874],"domain_scores_gemma":[0.9960984,0.0002211543,0.0003382952,0.0002990568,0.0005831281,0.002459915],"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":[0.0001256424,0.0001534701,0.001909783,0.0001857446,0.00001419237,0.001502271,0.008343314,0.00004487294,0.000228394,0.09431034,0.7749373,0.1182448],"study_design_scores_gemma":[0.00001167707,0.00003033381,0.0005850989,0.0001118316,0.000004374148,0.0005431136,0.002749851,0.00001157666,0.00008492736,0.003529409,0.9923261,0.00001161407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02342876,0.01527063,0.002552462,0.08890003,0.01668165,0.000268033,0.001088963,0.0009193447,0.8508902],"genre_scores_gemma":[0.1748359,0.007805855,0.004051288,0.05762925,0.005189992,0.0002810104,0.0009284798,0.0002717822,0.7490065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1126652,"threshold_uncertainty_score":0.3769026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131144167","doi":"10.33137/ijidi.v5i1.33938","title":"Diversity and inclusion in libraries","year":2021,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"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":"Diversity (politics); Inclusion (mineral); Library science; Sociology; Political science; Computer science; Anthropology","authors":[{"name":"Marcia Salmon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02310648667547823,"gpt":0.2647833615240792,"spread":0.241676874848601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009096746,0.0005098206,0.001335099,0.00615499,0.00105183,0.005001231,0.0008659764,0.001724192,0.04185755],"category_scores_gemma":[0.003810546,0.0003113618,0.0005075974,0.01128699,0.0009183025,0.002611188,0.001780094,0.00179454,0.01201873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417785,"about_ca_system_score_gemma":0.005684783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007813622,"about_ca_topic_score_gemma":0.01917206,"domain_scores_codex":[0.9990583,0.0001769707,0.00005529881,0.00006684587,0.0005519286,0.00009070055],"domain_scores_gemma":[0.9979371,0.0008319282,0.0001485606,0.000051693,0.000789322,0.0002414546],"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":[0.00002297879,0.00006326925,0.0001987326,0.00382469,0.00003039315,0.00007519451,0.0002643514,0.00009974773,0.0000863751,0.003728447,0.75393,0.2376758],"study_design_scores_gemma":[0.000006962819,0.00001741031,0.0006538035,0.003099642,0.00002022285,0.0001316111,0.000245581,0.000016554,0.00003042423,0.001186574,0.9945821,0.000009182335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003650389,0.946005,0.0001170171,0.0132583,0.008510634,0.00003112983,0.0001825435,0.00003138437,0.03149894],"genre_scores_gemma":[0.002284901,0.9196065,0.0002499706,0.006620206,0.007683141,0.00004686111,0.0002035001,0.00002116323,0.06328384],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949988,"threshold_uncertainty_score":0.1400274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3043299009","doi":"10.33137/ijidi.v4i2.33349","title":"Beyond Guilt Trips","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":1,"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":"TRIPS architecture; Psychology; Transport engineering; Engineering","authors":[{"name":"Kalina Grewal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03058253275072942,"gpt":0.2904392960871495,"spread":0.25985676333642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248967,0.0005284557,0.000855862,0.002803189,0.001032649,0.003475358,0.001333671,0.002245177,0.108584],"category_scores_gemma":[0.007700739,0.0003250938,0.0004282028,0.003523392,0.001205931,0.003209903,0.001470104,0.003586876,0.0423376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419704,"about_ca_system_score_gemma":0.004406506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006647826,"about_ca_topic_score_gemma":0.01431497,"domain_scores_codex":[0.9990397,0.0001618164,0.00003254896,0.00008842478,0.0005889392,0.00008856276],"domain_scores_gemma":[0.9964855,0.001437349,0.0001974134,0.0001477034,0.001408892,0.0003231443],"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":[0.000007889747,0.00001010316,0.00002639867,0.0003966987,0.000004008114,0.00003110526,0.00003936722,0.00005165715,0.00002105522,0.004273526,0.9119219,0.08321636],"study_design_scores_gemma":[0.000002344046,0.000004416397,0.0000693122,0.0005960672,0.000002922776,0.00006658777,0.00003586448,0.000009522147,0.00001276487,0.001218525,0.9979789,0.000002817567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0004429636,0.6549923,0.001055116,0.07646561,0.04618252,0.00008083478,0.0008013535,0.0001831077,0.2197962],"genre_scores_gemma":[0.003980463,0.4877289,0.0009569484,0.02827392,0.01946324,0.0001193316,0.0008239409,0.0001927705,0.4584604],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.108584,"threshold_uncertainty_score":0.3632496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}