{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"02692f5cbdc9","filters":{"venue":"Septentrio Conference Series"}},"results":[{"id":"W2976223060","doi":"10.7557/5.4876","title":"Data citation in linguistics publications","year":2019,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Citation; Presentation (obstetrics); Scholarly communication; Publishing; Linguistics; Applied linguistics; Computer science; Field (mathematics); Sociology; Library science; Political science","authors":[{"name":"Helene N. Andreassen","is_ca":false},{"name":"Andrea L. Berez-Kroeker","is_ca":false},{"name":"Lauren Collister","is_ca":false},{"name":"Philipp Conzett","is_ca":false},{"name":"Christopher Cox","is_ca":true},{"name":"Koenraad De Smedt","is_ca":false},{"name":"Lauren Gawne","is_ca":false},{"name":"Bradley McDonnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05117528215963513,"gpt":0.3078570841858431,"spread":0.2566818020262079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611552,0.0001031128,0.0001241937,0.0001875267,0.00004676211,0.0004127045,0.001871422,0.00006473924,0.00006690915],"category_scores_gemma":[0.0009353767,0.00009723775,0.00001395782,0.0005921761,0.00004098925,0.001163648,0.0005859698,0.0001750955,0.00009748953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245888,"about_ca_system_score_gemma":0.0002236481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000324283,"about_ca_topic_score_gemma":0.0001467323,"domain_scores_codex":[0.998944,0.00003715263,0.0002052312,0.0004008483,0.0002054795,0.0002072437],"domain_scores_gemma":[0.9982855,0.00005982015,0.00009480061,0.001143992,0.000374004,0.00004184841],"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":[0.000003561657,0.00002482209,0.003125813,0.00002483584,0.000003972487,0.000003618616,0.0004652069,0.000002187688,0.0006367333,0.9780686,0.001185147,0.01645543],"study_design_scores_gemma":[0.000868735,0.0002351238,0.01081202,0.0003520554,0.00001672176,0.0000342637,0.0006198667,0.0609118,0.01675909,0.5942078,0.3139657,0.001216814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01419915,0.002657952,0.9159897,0.0114335,0.002378118,0.001391917,0.0001410158,0.002995543,0.04881313],"genre_scores_gemma":[0.7011206,0.00003634695,0.2970717,0.0001474527,0.00003908039,0.000009724028,0.0001086709,0.000005953575,0.001460528],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6869214,"threshold_uncertainty_score":0.397972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977121917","doi":"10.7557/5.4914","title":"The ScholarLed Consortium","year":2019,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Publishing; Directory; Library science; General partnership; Publication; Sociology; Media studies; World Wide Web; Political science; Computer science; Law","authors":[{"name":"Lucy Barnes","is_ca":false},{"name":"Rupert Gatti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06362998370925521,"gpt":0.3549992261362503,"spread":0.2913692424269951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004398702,0.0001809075,0.000305116,0.0001070373,0.0006015706,0.006540866,0.003693746,0.0001522053,0.002952655],"category_scores_gemma":[0.007257698,0.00009749683,0.0001190402,0.0006825993,0.0003549918,0.004043615,0.0005452124,0.000616272,0.005571213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002905667,"about_ca_system_score_gemma":0.0003893197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003308511,"about_ca_topic_score_gemma":0.000073672,"domain_scores_codex":[0.9963842,0.0003158502,0.0006583873,0.0005463629,0.0016023,0.0004928841],"domain_scores_gemma":[0.9961927,0.001402571,0.0003384456,0.001045955,0.0008562054,0.0001641291],"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":[0.0002906036,0.00003419504,0.2517239,0.000006628103,0.0000758695,0.00001384524,0.001845295,0.00002725566,0.001475742,0.42131,0.1570705,0.1661261],"study_design_scores_gemma":[0.0003399866,0.00004884493,0.02657276,0.00001639321,0.000006979459,0.00001821889,0.006144998,0.0001911888,0.001812312,0.05537098,0.9092574,0.0002199647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.766968,0.0006526244,0.000396075,0.01821011,0.002983762,0.0004757815,0.00002039587,0.0001338467,0.2101594],"genre_scores_gemma":[0.8695116,0.0001095922,0.00007895875,0.0005813703,0.00009047934,0.00001181109,0.000003597246,0.000008968219,0.1296036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7521868,"threshold_uncertainty_score":0.9979588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027253200","doi":"10.7557/5.3250","title":"SUSTAINABLE DEVELOPMENT IN THE CIRCUMPOLAR NORTH - From Tana, Norway to Oktemtsy, Yakutia, Russia","year":2014,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Arctic and Russian Policy Studies","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 Northern British Columbia","funders":"University of Northern British Columbia; Universitetet i Tromsø","keywords":"Circumpolar star; Arctic; Geography; Sustainable development; The arctic; Thematic map; Regional development; Regional science; Political science; Oceanography; Cartography; Geology","authors":[{"name":"Tor Gjertsen","is_ca":false},{"name":"Greg Halseth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02047143927606047,"gpt":0.2658660089814797,"spread":0.2453945697054193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007789164,0.0002182855,0.0003095848,0.0001113694,0.001444045,0.0002421714,0.0007009376,0.00009268844,0.0004414588],"category_scores_gemma":[0.0005170176,0.0001578693,0.00005770756,0.0005290038,0.0004380781,0.0003471608,0.0001854343,0.0002094904,0.0003824778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648423,"about_ca_system_score_gemma":0.0006216827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01988789,"about_ca_topic_score_gemma":0.1133206,"domain_scores_codex":[0.99756,0.0003703094,0.0003264882,0.0003685202,0.0005229322,0.0008517852],"domain_scores_gemma":[0.9990491,0.000212259,0.00009670942,0.0003160786,0.0001474192,0.0001784675],"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":[0.00004297217,0.00007390679,0.1200811,0.00002548458,0.00006215232,0.00003697047,0.461244,0.00000572308,0.00001269754,0.3975061,0.009105717,0.01180319],"study_design_scores_gemma":[0.000150497,0.00003683742,0.2603316,0.00002288495,0.00001163026,5.213296e-7,0.08960812,0.000002317071,0.00004828274,0.005428921,0.644138,0.0002203494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7840474,0.0002605767,0.001218569,0.06130098,0.0003358563,0.001003942,0.0000189974,0.0001046726,0.151709],"genre_scores_gemma":[0.9876436,0.0001038823,0.0005492247,0.001540249,0.0002520144,0.00007582164,0.00001015918,0.00001139354,0.009813665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350323,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170641156","doi":"10.7557/5.3041","title":"ReView: a new approach to peer review, using WordPress","year":2014,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Upper River Valley Hospital","funders":"","keywords":"Plug-in; World Wide Web; Computer science; User interface; Interface (matter); Peer-to-peer; User Friendly; Human–computer interaction; Operating system","authors":[{"name":"Kaveh Bazargan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06551739536057011,"gpt":0.2976366440944745,"spread":0.2321192487339044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001191773,0.000401546,0.0007373089,0.0001823895,0.0001720529,0.0003773042,0.003173392,0.0001182408,0.00006465495],"category_scores_gemma":[0.001907659,0.0003571931,0.0001340868,0.001497023,0.00009100678,0.0007935134,0.001486805,0.0003204528,0.0004842941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007773609,"about_ca_system_score_gemma":0.0002384114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006925048,"about_ca_topic_score_gemma":0.00002539668,"domain_scores_codex":[0.9966732,0.0001581972,0.0005311171,0.0009681725,0.000898618,0.0007707349],"domain_scores_gemma":[0.9965081,0.00006318191,0.000178544,0.00200228,0.0008529404,0.0003949864],"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":[0.000008296135,0.00003832331,0.00005507779,0.0009923215,0.00002844652,0.000004998786,0.0003799114,0.0001258308,0.0002635956,0.04130277,0.736239,0.2205615],"study_design_scores_gemma":[0.0001329999,0.00008720795,0.00009845758,0.005044541,0.0000392884,0.00005687309,0.00002711916,0.002149774,0.0005508947,0.0026235,0.9886454,0.0005439149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002621135,0.0240417,0.8836349,0.06911507,0.000623543,0.001578101,0.000006912051,0.001152441,0.01958524],"genre_scores_gemma":[0.01237551,0.02027758,0.8752441,0.05076459,0.0004291055,0.0002640279,0.00003938494,0.0000750625,0.04053061],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2524065,"threshold_uncertainty_score":0.999888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092215038","doi":"10.7557/5.5607","title":"Open Infrastructure Matters: Supporting Scholar-Led and Community-Driven Services to Advance Open Access","year":2020,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business","authors":[{"name":"Eelco Ferwerda","is_ca":false},{"name":"Silvio Peroni","is_ca":false},{"name":"Kevin Stranack","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1141692726325176,"gpt":0.41402472526137,"spread":0.2998554526288524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.001381527,0.0002931322,0.000418555,0.0001235726,0.001088011,0.06420977,0.02652738,0.00005793178,0.0002302138],"category_scores_gemma":[0.0007576098,0.0002750423,0.00002749482,0.0008549325,0.0001079748,0.1776517,0.06373433,0.0009788679,0.00007924495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003674017,"about_ca_system_score_gemma":0.0002388851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007983607,"about_ca_topic_score_gemma":0.0007542143,"domain_scores_codex":[0.9968753,0.0008305621,0.0004201588,0.0008124784,0.0004718702,0.0005896458],"domain_scores_gemma":[0.997234,0.0002082212,0.0003523788,0.001424183,0.0002919701,0.0004892098],"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":[0.001507786,0.0004335641,0.085991,0.003228181,0.0008061248,0.0005953183,0.07527122,0.0008945799,0.0144215,0.5547916,0.02497753,0.2370816],"study_design_scores_gemma":[0.001697302,0.0008176724,0.04540493,0.0003952835,0.00003775971,0.00003255669,0.01518545,0.003605037,0.003609339,0.006292338,0.9218645,0.001057841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3944194,0.0002264023,0.1480786,0.4218143,0.0005544334,0.007948442,0.0002739354,0.0006966668,0.02598786],"genre_scores_gemma":[0.8805129,0.000575859,0.09204008,0.0253325,0.0000631091,0.0001626388,0.0001122719,0.00003573032,0.001164892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8968869,"threshold_uncertainty_score":0.9999702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205750817","doi":"10.7557/5.5945","title":"Wikipetcia Atikamekw Nehiromowin: Wikipedia in Indigenous Languages","year":2021,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Indigenous language; Upload; World Wide Web; Lingua franca; Population; Presentation (obstetrics); Library science; Sociology; Computer science; Linguistics","authors":[{"name":"Jean-Philippe Béland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01699074728530137,"gpt":0.318398028243027,"spread":0.3014072809577256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003115008,0.0001245815,0.0001823136,0.00009454279,0.0003445299,0.0003037594,0.0002082988,0.0001302128,0.002140128],"category_scores_gemma":[0.0007253675,0.0001378567,0.00004150447,0.0008083158,0.0002171234,0.0005802772,0.00003944241,0.0001614831,0.000145965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001430209,"about_ca_system_score_gemma":0.002377396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113885,"about_ca_topic_score_gemma":0.04628463,"domain_scores_codex":[0.9984727,0.0002763842,0.0002404663,0.0002722717,0.0003607495,0.0003774312],"domain_scores_gemma":[0.9989091,0.000068315,0.00008483185,0.0002203192,0.0006013031,0.000116099],"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":[0.00006168932,0.0004820358,0.1241102,0.00005446428,0.00004913805,0.0002496852,0.4163357,0.0000202312,0.00171884,0.3245491,0.008985176,0.1233837],"study_design_scores_gemma":[0.0004874041,0.00005870326,0.08637881,0.00007694123,0.0000197715,0.000007106389,0.2444771,0.000004946408,0.004822055,0.006544618,0.6566448,0.000477713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8360911,0.001278689,0.00007223392,0.009709473,0.0016299,0.0003460262,0.0000198275,0.0001612752,0.1506914],"genre_scores_gemma":[0.9704208,0.0009485248,0.0005384909,0.0005113565,0.0004446919,0.00003630188,0.00005420981,0.00001102283,0.02703455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6476596,"threshold_uncertainty_score":0.998772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983717923","doi":"10.7557/5.5072","title":"Witchcraft and the Enlightenment: Reinterpreting the Witch in the Eighteenth Century","year":2019,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Witch; Enlightenment; Narrative; Literature; History; Politics; Sociocultural evolution; Power (physics); Sociology; Art; Anthropology; Philosophy; Epistemology; Law","authors":[{"name":"Janet Handley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01077982454323831,"gpt":0.205935656366875,"spread":0.1951558318236367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307971,0.0002419141,0.0002940422,0.0000443723,0.000683802,0.0007010346,0.0005103801,0.00004933495,0.0006868169],"category_scores_gemma":[0.00006658066,0.0000946673,0.00008998577,0.00006197509,0.001559692,0.0002922042,0.0001702429,0.0004142041,0.00006445586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001265454,"about_ca_system_score_gemma":0.00002866326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499209,"about_ca_topic_score_gemma":0.0009141941,"domain_scores_codex":[0.9984815,0.0003195875,0.0002904101,0.000301079,0.0002460481,0.0003613828],"domain_scores_gemma":[0.998963,0.0003649363,0.0001207375,0.0004250875,0.0001036963,0.00002251926],"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":[0.0001820524,0.00001570276,0.001191385,0.00002580425,0.00005410072,0.000007990265,0.2487489,2.694216e-7,0.00001490561,0.7462458,0.002416725,0.001096408],"study_design_scores_gemma":[0.000939318,0.0001246406,0.001937798,0.0001262314,0.00005726424,0.0000360353,0.2069458,0.00003777877,0.00003740263,0.006947783,0.7825952,0.0002147481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4919252,0.01993218,0.000006515356,0.04129158,0.002150776,0.001708776,0.00004624345,0.0000885191,0.4428502],"genre_scores_gemma":[0.9903263,0.002053263,0.00001177493,0.00219575,0.0003069527,0.00006263618,0.00000924246,0.00001221821,0.005021806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7801785,"threshold_uncertainty_score":0.7520163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205435296","doi":"10.7557/5.5951","title":"Wikispeech","year":2021,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Speech and dialogue systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Active listening; License; Reading (process); Computer science; Quarter (Canadian coin); World Wide Web; Quality (philosophy); Population; Multimedia; Linguistics; Psychology; Sociology; Communication; History","authors":[{"name":"Karl Wettin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02035980886674459,"gpt":0.2268560965535344,"spread":0.2064962876867898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001326226,0.0001511395,0.0002106176,0.00005396946,0.000128564,0.0004752787,0.0006084097,0.00007575587,0.0003022379],"category_scores_gemma":[0.00011981,0.0001422807,0.00008349482,0.0004188659,0.00006417784,0.0008116614,0.0002708325,0.0001140387,0.0006266928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522481,"about_ca_system_score_gemma":0.0004779969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002751417,"about_ca_topic_score_gemma":0.0001187789,"domain_scores_codex":[0.9986154,0.00008229901,0.0002175314,0.0004208771,0.0002932692,0.0003705888],"domain_scores_gemma":[0.9986953,0.0000381304,0.00006302613,0.0007020752,0.0003544426,0.0001470154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001566784,0.00007257801,0.001589545,0.00003634328,0.00004518149,0.000615355,0.001272916,0.000004163108,0.01433165,0.9178389,0.008212465,0.05596528],"study_design_scores_gemma":[0.00104031,0.0002061395,0.007078125,0.0001035514,0.00001675948,0.0009450914,0.001193657,0.0007241722,0.4668784,0.06446149,0.4564426,0.0009097228],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06512401,0.002953513,0.5111405,0.01611333,0.007947395,0.0005854531,0.00003659969,0.001872843,0.3942264],"genre_scores_gemma":[0.9639571,0.000106097,0.02148405,0.0005578056,0.0001753267,0.00001637823,0.00002043254,0.00001023115,0.01367259],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8988331,"threshold_uncertainty_score":0.8055077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413942062","doi":"10.7557/5.8187","title":"Accessibility Metadata: Making accessible content in repositories discoverable","year":2025,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metadata; Computer science; Information retrieval; World Wide Web; Content (measure theory); Mathematics","authors":[{"name":"М Р Гусева","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05196158427406251,"gpt":0.323895435960819,"spread":0.2719338516867565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004694508,0.0001919707,0.0003133019,0.000181662,0.0003156733,0.003054923,0.001279779,0.00007145842,0.0001019996],"category_scores_gemma":[0.0003180474,0.0001706068,0.00006196482,0.000794156,0.00009974221,0.005654799,0.0006738277,0.0002984692,0.00001924004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217686,"about_ca_system_score_gemma":0.000630843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003648244,"about_ca_topic_score_gemma":0.0004691414,"domain_scores_codex":[0.9981503,0.0001754715,0.0004534434,0.0005983823,0.0002355673,0.0003867961],"domain_scores_gemma":[0.9988012,0.00009294307,0.0001585489,0.0006577101,0.0002316774,0.00005786669],"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":[0.00005142713,0.0001364256,0.1542155,0.0000898027,0.00004110415,0.00001791257,0.00218675,0.00005547028,0.001018174,0.8317068,0.0008001397,0.009680557],"study_design_scores_gemma":[0.00187457,0.0002032101,0.7217494,0.001048633,0.00005845675,0.00002782041,0.03136772,0.003072281,0.06212937,0.04359078,0.1335416,0.00133622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4048182,0.001342582,0.1303556,0.01904449,0.008361302,0.001275873,0.00001029351,0.0007153733,0.4340763],"genre_scores_gemma":[0.9676585,0.00007259841,0.004032797,0.0003327918,0.00003299964,0.00004654795,0.000007648855,0.000005003425,0.02781117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.788116,"threshold_uncertainty_score":0.99798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389210999","doi":"10.7557/5.7275","title":"Primed and ready?","year":2023,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Engineering ethics; Accountability; Realm; Research ethics; Protocol (science); Political science; Public relations; Sociology; Engineering; Medicine; Law","authors":[{"name":"Letıcia Antunes Nogueira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2256992841979233,"gpt":0.416483415794536,"spread":0.1907841315966127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382035,0.00008104817,0.0001425809,0.00009002772,0.0001095773,0.0000353082,0.00003607769,0.0000675891,0.0002773247],"category_scores_gemma":[0.000197458,0.00007032025,0.00002073796,0.0002334375,0.0001226626,0.0001290899,0.00002544024,0.0001035723,0.0005258005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001952371,"about_ca_system_score_gemma":0.0002218081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001661211,"about_ca_topic_score_gemma":0.00006863246,"domain_scores_codex":[0.9992747,0.0000186567,0.0001821984,0.0001758255,0.0001253331,0.0002233211],"domain_scores_gemma":[0.999448,0.00005157149,0.00003401946,0.0001561135,0.0001801606,0.0001301445],"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":[0.000504891,0.0001028281,0.1266111,0.0004892341,0.00007887737,0.0001099955,0.01669469,0.000001909732,0.01717125,0.05271008,0.02203022,0.7634948],"study_design_scores_gemma":[0.0003299991,0.001682215,0.2489171,0.0005413251,0.000171403,0.0003753013,0.0447045,0.0009449323,0.2972634,0.03746595,0.3668403,0.0007635895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789051,0.0001547431,0.00004459813,0.01315016,0.00038595,0.0002782083,0.000004464973,0.0002245699,0.006852176],"genre_scores_gemma":[0.9883591,0.0009743433,0.0001850701,0.0003337528,0.0001459914,0.00002305305,0.00006137216,0.000009191202,0.009908134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7627313,"threshold_uncertainty_score":0.6758276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408576039","doi":"10.7557/5.7734","title":"MOSAIC project: the challenge of sharing the results of unique research.","year":2024,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Education, Audiovisual and Culture Executive Agency; European Education and Culture Executive Agency; European Commission","keywords":"Mosaic; Computer science; Geography; Archaeology","authors":[{"name":"Christophe Bardin","is_ca":false},{"name":"Eva Libran Perez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2770093305547865,"gpt":0.4788776420311394,"spread":0.2018683114763529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005310443,0.00006896743,0.0001211313,0.00006312098,0.0003948112,0.0001236322,0.0005964465,0.00006178948,0.0001296738],"category_scores_gemma":[0.001396685,0.00003760926,0.00006252152,0.0006184934,0.00119295,0.0002001453,0.0001246183,0.0002920994,0.000006330627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003454202,"about_ca_system_score_gemma":0.001499032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00465708,"about_ca_topic_score_gemma":0.003651582,"domain_scores_codex":[0.9981828,0.0006101498,0.0002553292,0.0001979159,0.0005062822,0.0002474707],"domain_scores_gemma":[0.9980037,0.001088935,0.00007003833,0.0003025226,0.0005021195,0.00003273702],"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":[0.0000282063,0.00002033518,0.00004636126,0.00005543357,0.00002201591,7.785265e-7,0.07864497,0.000001362112,0.0002064164,0.9005327,0.002443048,0.0179984],"study_design_scores_gemma":[0.00006329487,0.00008787894,0.0004640147,0.0002270451,0.00001231216,8.023897e-7,0.0542995,0.00003446482,0.00276917,0.1266529,0.8153201,0.00006846854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06132657,0.006694981,0.0001318389,0.1372132,0.001401558,0.001685456,0.0001618751,0.0001134733,0.791271],"genre_scores_gemma":[0.9729022,0.003620327,0.0003221567,0.00002215445,0.0002181272,0.00004915176,0.000005922827,0.000007046038,0.02285294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9115756,"threshold_uncertainty_score":0.7040143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207766042","doi":"10.7557/5.6197","title":"Publishing accessible content on OJS and beyond","year":2021,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Council of University Libraries; University of Toronto","funders":"","keywords":"Battle; Publishing; Presentation (obstetrics); Theme (computing); Work (physics); World Wide Web; Public relations; Computer science; Political science; Engineering; History; Law; Medicine","authors":[{"name":"Mariya Maistrovskaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09493988639666096,"gpt":0.3114023231382329,"spread":0.2164624367415719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004798535,0.0001779396,0.000266276,0.00006445589,0.0005694118,0.005130354,0.0003876008,0.0001265936,0.001290086],"category_scores_gemma":[0.002540619,0.000166932,0.00008333601,0.0003291372,0.001011771,0.006306497,0.0002477868,0.0002074844,0.0000443947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009866358,"about_ca_system_score_gemma":0.0006664258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006532028,"about_ca_topic_score_gemma":0.007991117,"domain_scores_codex":[0.9980088,0.0001640288,0.0002916745,0.0004814215,0.0005696713,0.0004843959],"domain_scores_gemma":[0.9985409,0.0002333789,0.00009853991,0.0003082361,0.0005810446,0.0002379141],"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":[0.00004871221,0.0001284024,0.03109917,0.00005211721,0.00003349514,0.0000215732,0.01282557,6.383765e-7,0.0001356325,0.904499,0.001484465,0.04967123],"study_design_scores_gemma":[0.00102359,0.0002661348,0.04363202,0.0002335095,0.00004980834,0.00001329827,0.3391654,0.00001085041,0.01206951,0.3369013,0.2657052,0.0009294699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5164747,0.0002860926,0.00001349378,0.01210764,0.0004060354,0.0001690488,0.00004328538,0.0001302171,0.4703695],"genre_scores_gemma":[0.9736367,0.0002303121,0.0001671491,0.0008363327,0.0001210796,0.00002104215,0.00002986234,0.00001172792,0.0249458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5675977,"threshold_uncertainty_score":0.9996229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205456964","doi":"10.7557/5.5950","title":"Creating a map of Arctic Indigenous languages and revitalization","year":2021,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Exhibition; Arctic; Resource (disambiguation); Indigenous language; Government (linguistics); Geography; Library science; Computer science; Linguistics; Archaeology; Ecology","authors":[{"name":"Linnéa Nordström","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04498227117827287,"gpt":0.4076433605423148,"spread":0.3626610893640419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002436812,0.0000813138,0.0001938637,0.00003857766,0.0004572111,0.00001529556,0.0000965276,0.00009664389,0.0006285633],"category_scores_gemma":[0.0005569349,0.00007736222,0.00002495044,0.00009480107,0.0000752915,0.00009813561,0.0001251593,0.0002408257,0.00002665088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003714071,"about_ca_system_score_gemma":0.0004007731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004844854,"about_ca_topic_score_gemma":0.0004719355,"domain_scores_codex":[0.998695,0.0004837273,0.0003672166,0.0001431408,0.000109353,0.0002016127],"domain_scores_gemma":[0.9984237,0.0002838617,0.0002142971,0.0003052348,0.0007225751,0.00005032853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009718525,0.00006450404,0.6771435,0.005899046,0.00007335287,0.00001872359,0.193075,0.000004118772,0.003002925,0.1063624,0.0004154738,0.01384378],"study_design_scores_gemma":[0.00164825,0.0005754284,0.1820249,0.01513951,0.0001687775,0.00008773966,0.7232419,0.0002948981,0.01394511,0.0129862,0.04897013,0.000917188],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965463,0.006164572,0.0003778557,0.002997465,0.0003006817,0.0004668931,0.00004260435,0.0001083115,0.02407855],"genre_scores_gemma":[0.9921349,0.0006444352,0.001078198,0.0002912546,0.00004381762,0.00004072392,0.00006289704,0.000009870297,0.005693875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5301669,"threshold_uncertainty_score":0.6882328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983049381","doi":"10.7557/5.5040","title":"An illustrated storybook of indigenous stories as a learning tool for scholars and communities","year":2019,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Set (abstract data type); Interpretation (philosophy); Traditional knowledge; Sociology; Centrality; Focus (optics); Presentation (obstetrics); Event (particle physics); Media studies; Aesthetics; Computer science; Art; Ecology","authors":[{"name":"Margherita Paola Poto","is_ca":false},{"name":"Arianna Porrone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03601833217264166,"gpt":0.3233980572465779,"spread":0.2873797250739363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006026337,0.00009725329,0.0001806165,0.00005950917,0.0006546195,0.0002099751,0.0001920196,0.00009071528,0.0005666583],"category_scores_gemma":[0.000208621,0.00009872745,0.00002689904,0.00009672862,0.0004925899,0.0005608429,0.00002618535,0.0001790325,0.00001550683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005279106,"about_ca_system_score_gemma":0.0009192735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007216967,"about_ca_topic_score_gemma":0.0009252857,"domain_scores_codex":[0.999025,0.0001984181,0.0001762559,0.0001228435,0.0002321378,0.0002453209],"domain_scores_gemma":[0.9990918,0.0001427038,0.00007618658,0.0001255991,0.0004790587,0.00008466448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008457493,0.00007423662,0.04506792,0.00009420893,0.00004052547,5.829152e-7,0.5113093,0.000006140583,0.0008523538,0.4331596,0.00002992107,0.009280633],"study_design_scores_gemma":[0.0005255269,0.0007541532,0.0133735,0.0001520209,0.00002785537,0.000002708003,0.786694,0.00001299803,0.001879558,0.02043824,0.1757455,0.0003939022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928418,0.0001341811,0.00007606909,0.0003878411,0.0002573844,0.0004001832,0.00000643518,0.0000685229,0.005827606],"genre_scores_gemma":[0.9907746,0.0002274144,0.0009040464,0.0001408109,0.0000297135,0.00002558777,0.00002369155,0.000008180313,0.007865954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127214,"threshold_uncertainty_score":0.6204511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900913270","doi":"10.7557/5.4540","title":"Researcher attitudes to offset agreements for OA publishing","year":2018,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Negotiation; Publishing; Presentation (obstetrics); Government (linguistics); Quarter (Canadian coin); Offset (computer science); Political science; Public relations; Business; Library science; Psychology; Medicine; Computer science; Law; History","authors":[{"name":"Helena Francke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2201991916773561,"gpt":0.4082788069515718,"spread":0.1880796152742157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002191113,0.0001932297,0.0001987828,0.0003438282,0.0004652443,0.01530444,0.004471076,0.00006724388,0.0002526778],"category_scores_gemma":[0.003460968,0.0001747803,0.00005779371,0.0007911767,0.0002154759,0.07009815,0.002739468,0.0002159146,0.0003664051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008313431,"about_ca_system_score_gemma":0.0002610606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001887015,"about_ca_topic_score_gemma":0.0008943901,"domain_scores_codex":[0.9968439,0.0001814652,0.0002961784,0.0008218638,0.0009944503,0.0008621466],"domain_scores_gemma":[0.9967562,0.000243076,0.0001182003,0.001361439,0.001198608,0.0003224799],"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":[0.000178641,0.0001220778,0.002363037,0.0001034943,0.0001293212,0.00002096649,0.00123201,0.000002318689,0.001530215,0.8290148,0.08633833,0.07896478],"study_design_scores_gemma":[0.0005780853,0.0009058061,0.01014771,0.00007389685,0.000009119578,0.000005011434,0.0004811265,0.001137295,0.006087742,0.005485259,0.9747258,0.0003630934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01430575,0.00006949109,0.8745804,0.06179065,0.0009240999,0.002080186,0.0001293185,0.0003773213,0.04574275],"genre_scores_gemma":[0.8442874,0.0002314463,0.1204475,0.001905308,0.000516195,0.0003560518,0.0001208977,0.00003050384,0.03210471],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8883875,"threshold_uncertainty_score":0.9857178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2222819688","doi":"10.7557/5.3655","title":"Open Access to Sri Lankan Scholarly Publications: a web survey of Sri Lankan Journals Online and e-Repositories","year":2015,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Publication; Political science; Metadata; Library science; Product (mathematics); Scholarly communication; Business; Public relations; World Wide Web; Publishing; Computer science; Advertising","authors":[{"name":"T. Ramanan","is_ca":false},{"name":"Norman Ravikumar Muthurajah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2470375396394342,"gpt":0.380487173911041,"spread":0.1334496342716068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001793855,0.0001742033,0.0003534372,0.0003284454,0.0002147007,0.0162099,0.004762149,0.00008810622,0.0000443741],"category_scores_gemma":[0.0008345001,0.0001407071,0.00002960925,0.001569115,0.0001240192,0.05861208,0.002383027,0.0001818332,0.00004141372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891709,"about_ca_system_score_gemma":0.001538706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095798,"about_ca_topic_score_gemma":0.0007482912,"domain_scores_codex":[0.9977231,0.0002254009,0.0006616897,0.0003525852,0.0007338126,0.0003033954],"domain_scores_gemma":[0.9961079,0.00007782607,0.0003997562,0.0007057689,0.002281214,0.0004274938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110105,0.0001780554,0.77359,0.00006686547,0.00009301482,0.000006848013,0.04471878,0.00003486799,0.001097263,0.1299792,0.03374982,0.01637433],"study_design_scores_gemma":[0.001189287,0.0006215167,0.6036702,0.0002554527,0.00000795775,0.0001219058,0.009822327,0.00136681,0.005930005,0.002305375,0.3740057,0.0007034268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8389701,0.000928361,0.008566267,0.0349844,0.002504506,0.002131087,0.0005120228,0.0004053535,0.1109979],"genre_scores_gemma":[0.9937083,0.00008329575,0.003911512,0.0008811809,0.00006649159,0.00002734323,0.00004883518,0.000002417516,0.001270655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3402559,"threshold_uncertainty_score":0.9848114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254591990","doi":"10.7557/5.5079","title":"Thunderbird Women","year":2019,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Patriarchy; Gender studies; Colonialism; Sociology; Agency (philosophy); Decolonization; Political science; Law; Social science; Politics","authors":[{"name":"Amanda Fayant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0338314835869632,"gpt":0.3316006561515342,"spread":0.297769172564571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003640893,0.0001551266,0.0003425733,0.00005161618,0.001728561,0.00001402143,0.000195026,0.0001697,0.0207757],"category_scores_gemma":[0.00006110041,0.0001290495,0.00004427078,0.0001071677,0.00007770401,0.000167751,0.0002619899,0.000379647,0.01163429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905416,"about_ca_system_score_gemma":0.0005879462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003925495,"about_ca_topic_score_gemma":0.004971052,"domain_scores_codex":[0.9977633,0.0001403198,0.0003071165,0.0002589358,0.0001329641,0.001397339],"domain_scores_gemma":[0.9990578,0.0001229985,0.0001267838,0.0002980509,0.0002913975,0.0001030219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000380478,0.00009178707,0.3633338,0.0004913125,0.0002109868,0.00002199323,0.3508791,0.000005001367,0.0007392556,0.268785,0.01188593,0.003175388],"study_design_scores_gemma":[0.001188952,0.0006344728,0.05413427,0.00006255761,0.00001323856,0.000005112548,0.4173889,0.00001308915,0.00005383674,0.01045347,0.5156653,0.0003867609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645485,0.00005901607,0.00002397305,0.001620105,0.001461401,0.0007080542,0.00001084715,0.0001217193,0.3314464],"genre_scores_gemma":[0.9232441,0.0001972289,0.00007098446,0.001547862,0.0001509305,0.0001772542,0.000009123999,0.00001793657,0.07458463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5037794,"threshold_uncertainty_score":0.999571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389211307","doi":"10.7557/5.7150","title":"Can we teach publication competency?","year":2023,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Publication; Information literacy; Dissemination; Set (abstract data type); Norwegian; Plan (archaeology); Medical education; Public relations; Knowledge management; Computer science; Psychology; Political science; Library science; Medicine","authors":[{"name":"Jimi Thaule","is_ca":false},{"name":"Tora Rundhovde","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2319567258260288,"gpt":0.481000847680525,"spread":0.2490441218544962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003439111,0.0001478686,0.0002001569,0.0001839566,0.001109898,0.00004948095,0.0002541044,0.0001484548,0.005192622],"category_scores_gemma":[0.0003297432,0.0001336539,0.00006100338,0.000584967,0.0001147629,0.0003054863,0.0001168052,0.0004144773,0.003975611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079292,"about_ca_system_score_gemma":0.001137025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002880523,"about_ca_topic_score_gemma":0.001364344,"domain_scores_codex":[0.9982762,0.000219691,0.0004156844,0.0002885792,0.0002306269,0.0005692198],"domain_scores_gemma":[0.9984795,0.0001488743,0.0001596121,0.0003759838,0.0006411641,0.0001949006],"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":[0.00002620116,0.00006448873,0.0151494,0.00014234,0.0000366919,0.000002463564,0.0251013,0.000003683238,0.0002209298,0.7387829,0.2089211,0.01154853],"study_design_scores_gemma":[0.0005484302,0.00005847703,0.04197178,0.0001068186,0.00001648246,0.000002341881,0.05532915,0.0001703269,0.00002454051,0.02053322,0.8809912,0.0002472969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1590328,0.0004123539,0.0001805931,0.6270312,0.005131668,0.001811602,0.0002812938,0.002038001,0.2040805],"genre_scores_gemma":[0.8701612,0.001417913,0.0002359632,0.0007764692,0.0003433003,0.0004018994,0.000440053,0.00002214309,0.126201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7182496,"threshold_uncertainty_score":0.9967999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090345107","doi":"10.7557/5.3218","title":"Chapter 6.1 Constructing rural places in a globalized world: Place-based rural development seen from northern British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University; University of Northern British Columbia","funders":"Simon Fraser University; University of Northern British Columbia; Social Sciences and Humanities Research Council of Canada; Harvard Business School","keywords":"Geography; Rural development; Rural area; Economic growth; Political science; Archaeology; Economics","authors":[{"name":"Greg Halseth","is_ca":true},{"name":"Don Manson","is_ca":true},{"name":"Laura Ryser","is_ca":true},{"name":"Sean Markey","is_ca":true},{"name":"Marleen Morris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006995424880017199,"gpt":0.170716209986687,"spread":0.1637207851066698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002497394,0.000237633,0.0004201042,0.00001553615,0.0003552638,0.0005830636,0.0003603778,0.00008951691,0.002201596],"category_scores_gemma":[0.0001210268,0.0001662938,0.00006211993,0.0003036999,0.0001768328,0.0002725042,0.0001136635,0.0001779633,0.00001072577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002873121,"about_ca_system_score_gemma":0.0004710743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8691877,"about_ca_topic_score_gemma":0.9995185,"domain_scores_codex":[0.9979509,0.0001364489,0.00051374,0.000378376,0.0004089377,0.0006116483],"domain_scores_gemma":[0.9991566,0.0002036512,0.0001623838,0.00008345408,0.0002185845,0.0001753451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007325601,0.00002152516,0.8927956,0.00001110049,0.00001771452,0.0000196233,0.0001920364,0.000004419589,0.0005561103,0.00008178253,0.0002545029,0.1059723],"study_design_scores_gemma":[0.0007865838,0.00005394617,0.9320736,0.0001673975,0.00000826515,0.0000068533,0.007036573,0.00006707155,0.0005512186,0.0008365175,0.05781354,0.0005984192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99628,0.00005641131,0.000003783583,0.001204265,0.0002768856,0.0003720386,0.00007537301,0.00008169121,0.001649541],"genre_scores_gemma":[0.9964184,0.000007322463,0.0003805118,0.0002505933,0.00006382019,0.0000332573,0.0002949456,0.000002258491,0.002548857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303307,"threshold_uncertainty_score":0.9987105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414849922","doi":"10.7557/5.8332","title":"Indigenous Rights in Research: Future Needs for Involvement of Indigenous Perspectives","year":2025,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Variety (cybernetics); Traditional knowledge; Indigenous rights; Diversity (politics)","authors":[{"name":"Torjer A. Olsen","is_ca":false},{"name":"Susanna Ragnhild Andersdatter Siri","is_ca":false},{"name":"Sheryl Lightfoot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06219546721363182,"gpt":0.3772473464470948,"spread":0.315051879233463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002059432,0.0001864517,0.0003760892,0.001020164,0.005228928,0.0001227477,0.0005656066,0.000283185,0.0001568721],"category_scores_gemma":[0.00002861467,0.0001598552,0.00009578737,0.001504497,0.0008975207,0.0003747651,0.000007895624,0.0003424828,0.0000107589],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653368,"about_ca_system_score_gemma":0.02744825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1559011,"about_ca_topic_score_gemma":0.8804922,"domain_scores_codex":[0.9970881,0.0005134449,0.0004839946,0.0003584983,0.0005487785,0.001007238],"domain_scores_gemma":[0.9976733,0.0002521782,0.0001575316,0.0003182433,0.001460289,0.0001384935],"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":[0.00006542179,0.0001943633,0.001144333,0.0000911313,0.00002368776,0.000001279869,0.5380958,7.465641e-7,0.000008405609,0.4597962,0.00008840971,0.0004902161],"study_design_scores_gemma":[0.0003577454,0.0002167255,0.001967649,0.0001045644,0.00001213494,3.967023e-7,0.3693431,5.820053e-7,0.001175808,0.05066921,0.5759984,0.0001536749],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007227,0.00242981,0.00007419803,0.001011129,0.001106943,0.003012624,0.00003980737,0.00005738961,0.09154543],"genre_scores_gemma":[0.9521199,0.008916575,0.0004079713,0.000029548,0.0005125721,0.00007253226,0.00003379619,0.0000111295,0.037896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7245911,"threshold_uncertainty_score":0.9960662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092332140","doi":"10.7557/5.5608","title":"Academic Librarians, Open Access, and The Ethics of Care","year":2020,"lang":"en","type":"article","venue":"Septentrio Conference Series","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Sociology; Public relations; Nursing ethics; Ethics of care; Information ethics; Nursing; Political science; Medicine; Law","authors":[{"name":"Cara Bradley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1517876988500395,"gpt":0.3750656129077967,"spread":0.2232779140577571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002638151,0.00007294041,0.0001857999,0.00001549356,0.0005267301,0.0003232935,0.001302263,0.0001673687,0.0002260801],"category_scores_gemma":[0.0002149006,0.00004443915,0.00003744291,0.0001600801,0.001238316,0.001466288,0.0008892784,0.0004121921,0.000004271044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001093114,"about_ca_system_score_gemma":0.0005909503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350639,"about_ca_topic_score_gemma":0.002072289,"domain_scores_codex":[0.9991866,0.0001741026,0.0001162475,0.0001495546,0.0002187549,0.0001547821],"domain_scores_gemma":[0.9994625,0.0001072836,0.00009509082,0.00009108496,0.0001401139,0.0001038945],"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":[0.0001535705,0.000002406266,0.000996779,0.00004867929,0.00001906417,0.00000165017,0.3066891,6.827373e-7,0.000009948726,0.6870521,0.0003251593,0.004700954],"study_design_scores_gemma":[0.001035561,0.00008894264,0.001160139,0.00007265349,0.00003937422,5.494264e-7,0.4125837,0.00001027955,0.0004215096,0.019011,0.5654169,0.0001593555],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04020426,0.00375558,0.0001024176,0.6373872,0.0002715795,0.001058511,0.00005058459,0.00008553312,0.3170843],"genre_scores_gemma":[0.9787084,0.01881565,0.00005743074,0.001035903,0.00008439293,0.000002044878,0.000004558381,0.000004090786,0.001287558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9385041,"threshold_uncertainty_score":0.4562628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}