{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06779395,0.00125449,0.002104878,0.07764613,0.008052224,0.03627788,0.003711792,0.007674774,0.04277026],"category_scores_gemma":[0.3818085,0.001125516,0.001495972,0.1441676,0.01039066,0.0276588,0.01606737,0.006295711,0.01375931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01398109,"about_ca_system_score_gemma":0.01680159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779589,"about_ca_topic_score_gemma":0.003858346,"domain_scores_codex":[0.8338296,0.08092593,0.02768552,0.01390399,0.04025418,0.003400694],"domain_scores_gemma":[0.4879638,0.3636872,0.04676235,0.03791664,0.05534956,0.008320475],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001064852,0.00005149752,0.007839209,0.006693386,0.0001542128,0.0002632566,0.01435368,0.0005599851,0.0002366364,0.4956618,0.2312388,0.242841],"study_design_scores_gemma":[0.00002302286,0.00003422553,0.005055375,0.006355231,0.00005932232,0.0003953115,0.004582942,0.0005588189,0.0003111626,0.1124094,0.8701209,0.00009415914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01859723,0.1854505,0.06536289,0.1632069,0.06365361,0.001183653,0.03895077,0.002503829,0.4610906],"genre_scores_gemma":[0.4418613,0.1797514,0.119393,0.02574929,0.05747934,0.005200964,0.05709897,0.004655791,0.1088099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.932206,"threshold_uncertainty_score":0.358533,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01663465,0.001191522,0.0008410608,0.007122696,0.00505772,0.02348233,0.007136887,0.005535582,0.237834],"category_scores_gemma":[0.02713006,0.0007134458,0.001062287,0.007203926,0.002551013,0.01363175,0.01809626,0.003790831,0.1594881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004406327,"about_ca_system_score_gemma":0.02525464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006631428,"about_ca_topic_score_gemma":0.01061815,"domain_scores_codex":[0.9872587,0.00336168,0.0006456693,0.001947449,0.005109584,0.001676934],"domain_scores_gemma":[0.9738174,0.00323992,0.001237611,0.004187256,0.006177899,0.01134002],"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":[0.0001493322,0.0001083788,0.0006923638,0.0002845463,0.00001389157,0.0001991615,0.0004999481,0.0001899398,0.0004539863,0.06991457,0.829583,0.09791089],"study_design_scores_gemma":[0.00002232061,0.000009936489,0.00007466345,0.00007019409,0.000002323575,0.00005130771,0.0001378525,0.00008683898,0.00009276778,0.002848275,0.9965953,0.000008312531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005996147,0.009761709,0.03122558,0.04785987,0.01077876,0.001209501,0.01651878,0.01953077,0.8571189],"genre_scores_gemma":[0.01939582,0.006136144,0.02968565,0.01294407,0.002696463,0.001635122,0.04093372,0.008100182,0.8784728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9928631,"threshold_uncertainty_score":0.7956342,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004512915,0.0003526742,0.0002970913,0.0005501657,0.001552621,0.002231304,0.0003448833,0.0004488302,0.007494958],"category_scores_gemma":[0.0002738921,0.0001981855,0.0001692212,0.001811568,0.000866333,0.0009818526,0.00181409,0.000521883,0.0009829388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244456,"about_ca_system_score_gemma":0.0139768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1129286,"about_ca_topic_score_gemma":0.2881718,"domain_scores_codex":[0.9998224,0.00003175512,0.00001295367,0.00004245223,0.00002717066,0.00006326147],"domain_scores_gemma":[0.9998845,0.000022383,0.00001793588,0.000006296825,0.00001805651,0.00005094291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004297344,0.0001402551,0.06752068,0.004401256,0.0001007098,0.002994552,0.01855993,0.004514703,0.004216859,0.0986023,0.1820361,0.616483],"study_design_scores_gemma":[0.00002344985,0.00004543341,0.1329143,0.001923347,0.00003028132,0.0005985301,0.01653674,0.0002270742,0.0007889807,0.005238424,0.8416526,0.00002082221],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.231294,0.5084142,0.001397364,0.02539768,0.004568278,0.00006448912,0.004931573,0.000175817,0.2237567],"genre_scores_gemma":[0.6648377,0.2098464,0.00303662,0.0007955382,0.0002883043,0.0000839999,0.002556942,0.0001074778,0.1184471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1129286,"threshold_uncertainty_score":0.2245426,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06921339,0.004406631,0.006445137,0.01771173,0.00460448,0.02714652,0.008045512,0.006717552,0.121841],"category_scores_gemma":[0.1749658,0.003472842,0.002531619,0.01347362,0.01378166,0.02327201,0.01134193,0.0153871,0.1942669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004013704,"about_ca_system_score_gemma":0.0164098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006540783,"about_ca_topic_score_gemma":0.001250642,"domain_scores_codex":[0.8824627,0.04015294,0.02402521,0.01036573,0.04076848,0.002224976],"domain_scores_gemma":[0.706575,0.1149777,0.02775762,0.05564642,0.07898045,0.01606286],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001462911,0.00009389351,0.0002064358,0.00431083,0.0002297573,0.000336286,0.0007960725,0.0003737874,0.004145993,0.04234116,0.6599497,0.2870696],"study_design_scores_gemma":[0.00006017513,0.00008393837,0.0003455522,0.0008681319,0.00003852343,0.0006952258,0.0001223201,0.0006116164,0.0007881833,0.02106851,0.9752171,0.0001006841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001686707,0.04311049,0.6114453,0.06332503,0.09203139,0.009665121,0.00409137,0.0515588,0.1230857],"genre_scores_gemma":[0.01847721,0.05439066,0.5677475,0.01999524,0.05899877,0.0193297,0.007569717,0.0222012,0.23129],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9307866,"threshold_uncertainty_score":0.4075988,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.03552559,0.0009264527,0.0006088843,0.003655488,0.01229032,0.0333559,0.006925534,0.01180297,0.0469518],"category_scores_gemma":[0.1013782,0.0008530318,0.001044616,0.004067182,0.00684663,0.04930443,0.05671887,0.009496453,0.02665176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003868935,"about_ca_system_score_gemma":0.03079164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080957,"about_ca_topic_score_gemma":0.006160613,"domain_scores_codex":[0.9760787,0.009525171,0.001523551,0.002117342,0.006219585,0.004535625],"domain_scores_gemma":[0.8691707,0.02889016,0.005445851,0.01668062,0.01736341,0.06244929],"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":[0.0002127593,0.0005908348,0.006406805,0.0006048007,0.00006049521,0.00139382,0.01996188,0.001085438,0.003151823,0.2138972,0.4779432,0.274691],"study_design_scores_gemma":[0.00007397401,0.00009950182,0.0009738243,0.0002572955,0.00001869163,0.0002697833,0.009187179,0.004251138,0.001033578,0.0765838,0.9071634,0.00008785855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.030866,0.003369861,0.1487845,0.4054457,0.009338791,0.001321115,0.0009511926,0.02756967,0.3723532],"genre_scores_gemma":[0.5269446,0.006250219,0.2010247,0.06021395,0.01195512,0.001940563,0.004931822,0.01155396,0.175185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9930745,"threshold_uncertainty_score":0.1878795,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008900957,0.000275636,0.0002573181,0.002419989,0.006616042,0.006265572,0.0007139923,0.0004865522,0.01558686],"category_scores_gemma":[0.002159858,0.0001666933,0.0001514121,0.003628521,0.002121747,0.005039122,0.003320168,0.0006956215,0.002833541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004693367,"about_ca_system_score_gemma":0.01421201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.30415,"about_ca_topic_score_gemma":0.5835752,"domain_scores_codex":[0.9995622,0.00007760988,0.00002554574,0.00005860843,0.0001577424,0.00011834],"domain_scores_gemma":[0.9983228,0.0002117338,0.00009216154,0.0001189612,0.0006337666,0.0006206821],"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":[0.0001359256,0.0001003072,0.00876517,0.001471765,0.00002589566,0.00101847,0.04166796,0.0004896527,0.00723706,0.1103157,0.3774093,0.4513627],"study_design_scores_gemma":[0.000004478846,0.000009034146,0.005161748,0.000213846,0.00001005671,0.0002838151,0.009449434,0.0001660917,0.0008723976,0.002535569,0.9812739,0.0000197741],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1268365,0.03383724,0.03038922,0.0208766,0.00710392,0.0005573693,0.004908314,0.005769338,0.7697215],"genre_scores_gemma":[0.4859289,0.0227234,0.03334945,0.00207747,0.001008352,0.0003393632,0.005297155,0.002364608,0.4469112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.30415,"threshold_uncertainty_score":0.6047593,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004034533,0.0007490983,0.0004628841,0.003412082,0.01078763,0.009538145,0.001197806,0.001861773,0.00296503],"category_scores_gemma":[0.003391258,0.00038003,0.0003001473,0.002215732,0.06855758,0.009929666,0.004484694,0.003340799,0.0002875205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008345441,"about_ca_system_score_gemma":0.002602543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255574,"about_ca_topic_score_gemma":0.02232625,"domain_scores_codex":[0.9982456,0.001104838,0.00004465852,0.0001251241,0.0002180337,0.0002618442],"domain_scores_gemma":[0.9981699,0.001062872,0.0002622476,0.0001379541,0.0001852931,0.0001817366],"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":[0.00003550135,0.00001858009,0.0007391883,0.00009449934,0.00000559107,0.0006526464,0.7040251,0.00009758148,0.0002112064,0.2863261,0.001103179,0.006690847],"study_design_scores_gemma":[0.00002650955,0.000109852,0.004255239,0.0007369739,0.00001982654,0.0008243797,0.5718495,0.0002309523,0.0006663048,0.09445764,0.3267814,0.00004137656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5998457,0.02167921,0.006910874,0.01454347,0.001013838,0.00008079938,0.0001373258,0.00006519414,0.3557236],"genre_scores_gemma":[0.9852267,0.002741873,0.0004692298,0.0003604871,0.0001646399,0.00001685482,0.00002092422,0.00001909144,0.01098023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01255574,"threshold_uncertainty_score":0.06055069,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003239162,0.002485715,0.001814914,0.006665713,0.002901165,0.01134161,0.004716211,0.001846586,0.2687805],"category_scores_gemma":[0.01838945,0.001188615,0.001414244,0.005993315,0.0009148839,0.01420543,0.01020231,0.00319995,0.3674207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123623,"about_ca_system_score_gemma":0.005203033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004591047,"about_ca_topic_score_gemma":0.006013823,"domain_scores_codex":[0.9965249,0.000541414,0.0003666621,0.0007342295,0.001479661,0.0003530353],"domain_scores_gemma":[0.9874855,0.001944377,0.0005019388,0.003535712,0.004118136,0.002414383],"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":[0.0001994112,0.00004859742,0.0002036998,0.0006547195,0.0000339353,0.00008131374,0.0002342326,0.0001725074,0.0008468527,0.00621108,0.9222488,0.06906479],"study_design_scores_gemma":[0.00002622491,0.00001817035,0.0003026836,0.00006867346,0.00001025915,0.00008876418,0.00008843322,0.0004183371,0.001036449,0.004363509,0.9935367,0.00004176198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002825367,0.001980803,0.09430734,0.002216345,0.004644585,0.001004066,0.2189857,0.3686535,0.3053823],"genre_scores_gemma":[0.01156273,0.001934931,0.06843434,0.001252637,0.0009720542,0.001481612,0.495266,0.1103321,0.3087636],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2687805,"threshold_uncertainty_score":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005732663,0.0009211944,0.0009020675,0.006278515,0.003149904,0.01481519,0.002917701,0.004223354,0.03905076],"category_scores_gemma":[0.03618784,0.00106506,0.001177971,0.008872173,0.003378415,0.04092071,0.01434296,0.003418111,0.0246201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001384214,"about_ca_system_score_gemma":0.002842815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640241,"about_ca_topic_score_gemma":0.003324852,"domain_scores_codex":[0.9958487,0.001387496,0.0004129409,0.0004480581,0.001519901,0.0003829646],"domain_scores_gemma":[0.9859854,0.004589838,0.001059556,0.004244663,0.003136151,0.0009843181],"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":[0.0001973845,0.00007747585,0.001668659,0.001699455,0.00005443304,0.0006678553,0.006078132,0.0009915264,0.004282489,0.3463394,0.2542965,0.3836468],"study_design_scores_gemma":[0.00001736444,0.00003003544,0.000431679,0.0006584598,0.00003902014,0.0004036628,0.001080224,0.001171407,0.002182547,0.03936868,0.9545648,0.000052195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01110985,0.01161818,0.5600612,0.0287319,0.01026458,0.001098194,0.008965281,0.03323839,0.3349126],"genre_scores_gemma":[0.1796193,0.03291164,0.4050729,0.0120121,0.01001318,0.002008255,0.02881166,0.01902957,0.3105214],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9851848,"threshold_uncertainty_score":0.1306378,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003872421,0.0007929474,0.0006811877,0.001060723,0.007213249,0.01208741,0.001658859,0.003362612,0.3073525],"category_scores_gemma":[0.01399498,0.0005557653,0.0006086546,0.00115243,0.005013342,0.01269697,0.009602674,0.005397339,0.1717659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003365175,"about_ca_system_score_gemma":0.004644601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0054802,"about_ca_topic_score_gemma":0.0091302,"domain_scores_codex":[0.9950988,0.002181593,0.0001912896,0.0009688158,0.0007788182,0.0007806951],"domain_scores_gemma":[0.9964618,0.0007067531,0.0002330224,0.0005004786,0.001003451,0.00109457],"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":[0.0001375436,0.00006710109,0.001355008,0.0001945471,0.000009759961,0.0006077783,0.02504733,0.00004235816,0.0003393321,0.2869458,0.5930886,0.09216481],"study_design_scores_gemma":[0.000006398874,0.00001215591,0.0001952427,0.0001257383,0.000003002918,0.0001544989,0.00619731,0.00002431526,0.00009206689,0.01322425,0.9799499,0.00001515045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004527708,0.001608062,0.006404747,0.04397877,0.00850934,0.0002525642,0.0009538608,0.0006723937,0.9330925],"genre_scores_gemma":[0.07387628,0.00179911,0.005660728,0.02818305,0.001148771,0.0004817353,0.001017675,0.0009587745,0.8868738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3073525,"threshold_uncertainty_score":0.9879776,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.355799,0.001647622,0.003720706,0.01043386,0.01143632,0.03716155,0.009608318,0.01310444,0.01468172],"category_scores_gemma":[0.4135697,0.0019143,0.002075132,0.00806476,0.02359724,0.0432331,0.0711026,0.0109144,0.009015468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005702738,"about_ca_system_score_gemma":0.06230638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001619,"about_ca_topic_score_gemma":0.001653334,"domain_scores_codex":[0.7206634,0.1950064,0.01301142,0.01551586,0.05053818,0.005264938],"domain_scores_gemma":[0.4771442,0.2069492,0.01864327,0.1797771,0.05887913,0.058607],"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":[0.0005069262,0.000220445,0.003251588,0.002926452,0.0006540871,0.0007803472,0.02717359,0.001003331,0.001942272,0.3217156,0.3328528,0.3069726],"study_design_scores_gemma":[0.00009160122,0.0001793728,0.001422879,0.002975912,0.0001054001,0.0005561283,0.008528398,0.0006544656,0.0007083184,0.2335593,0.7511021,0.0001160548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01474896,0.05510103,0.2355052,0.5544143,0.02602459,0.002284032,0.005242289,0.006819782,0.09985992],"genre_scores_gemma":[0.1601109,0.02928296,0.6425079,0.05595946,0.01153099,0.009942058,0.01287012,0.008701802,0.06909385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9903917,"threshold_uncertainty_score":0.7944145,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.006221425,0.0004897572,0.0008029592,0.007511388,0.004224397,0.02262311,0.001487063,0.002638262,0.1184873],"category_scores_gemma":[0.01949121,0.0004455709,0.000599681,0.006784586,0.004022841,0.01567222,0.01613674,0.002318229,0.03586239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002084048,"about_ca_system_score_gemma":0.00714071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268276,"about_ca_topic_score_gemma":0.003170369,"domain_scores_codex":[0.9911609,0.001611067,0.0006502829,0.0005452263,0.005180939,0.0008515961],"domain_scores_gemma":[0.9790951,0.00555717,0.001315048,0.002997005,0.004626214,0.006409385],"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":[0.00004520171,0.00005139728,0.0006300724,0.001045926,0.00001652863,0.0003913173,0.005790513,0.0001032103,0.001595799,0.1329876,0.4793222,0.3780202],"study_design_scores_gemma":[0.00000128611,0.000007188332,0.0002626547,0.0002844731,0.000002136046,0.00009169574,0.0004216121,0.00001447941,0.00009879844,0.004945463,0.9938654,0.000004651447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00560348,0.02004915,0.010706,0.03046037,0.02217206,0.0002133155,0.0008678641,0.001952185,0.9079756],"genre_scores_gemma":[0.08220482,0.06676102,0.02383411,0.0210572,0.04388192,0.0004005945,0.003252059,0.003897061,0.7547112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9985129,"threshold_uncertainty_score":0.3963796,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002782312,0.0006453622,0.0003320612,0.006018422,0.006332176,0.006809986,0.001115616,0.001182644,0.01540546],"category_scores_gemma":[0.003539098,0.0003157176,0.000588982,0.006586021,0.002162587,0.004878058,0.005524953,0.001577821,0.002513324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004782806,"about_ca_system_score_gemma":0.01261082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09739032,"about_ca_topic_score_gemma":0.155891,"domain_scores_codex":[0.9978849,0.0008230049,0.00009430662,0.0001646656,0.0006232454,0.0004098829],"domain_scores_gemma":[0.99726,0.0005169245,0.0002376899,0.0002119264,0.001249613,0.0005238989],"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":[0.0003647197,0.0002365007,0.01856017,0.002638346,0.00005758844,0.004026284,0.3174828,0.004708426,0.003381762,0.09722188,0.2328772,0.3184443],"study_design_scores_gemma":[0.000007795807,0.00004007069,0.01036563,0.000538934,0.0000132281,0.0003324866,0.09463622,0.0003761614,0.0005270828,0.003281995,0.8898275,0.00005295746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1916047,0.007613693,0.02649873,0.02688133,0.003709524,0.00102418,0.01368267,0.002400388,0.7265848],"genre_scores_gemma":[0.6706694,0.01163762,0.1168491,0.001299387,0.0006123983,0.001764075,0.01231768,0.001616856,0.1832334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09739032,"threshold_uncertainty_score":0.1936469,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218163,0.0008518809,0.0003264408,0.001087428,0.004282926,0.003556625,0.001642111,0.001429021,0.03233366],"category_scores_gemma":[0.002875765,0.0002271464,0.0003181093,0.001242745,0.002716619,0.004238295,0.004918054,0.001728744,0.003367637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065541,"about_ca_system_score_gemma":0.000928048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840113,"about_ca_topic_score_gemma":0.005088054,"domain_scores_codex":[0.9992419,0.0004481311,0.00002581257,0.00006081968,0.0001414335,0.00008184761],"domain_scores_gemma":[0.9986016,0.000730141,0.00008529045,0.0001206861,0.0001295579,0.0003327786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002177501,0.0003541958,0.001119908,0.001675898,0.00002147486,0.005439023,0.6044605,0.001200258,0.009426912,0.08963678,0.1421522,0.1442952],"study_design_scores_gemma":[0.00001580522,0.0001341223,0.0009435925,0.0003381498,0.000009715414,0.001749365,0.07837252,0.0003722384,0.001472849,0.003995415,0.9125654,0.0000308313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1830697,0.006741345,0.07955748,0.01778125,0.005632084,0.003454842,0.002302922,0.00223525,0.6992251],"genre_scores_gemma":[0.5189503,0.006969348,0.09501024,0.002372456,0.002036655,0.002985214,0.001319366,0.000743859,0.3696125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03233366,"threshold_uncertainty_score":0.1081668,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.06172262,0.00025842,0.0005499573,0.002331394,0.01065308,0.01709929,0.001307667,0.00375396,0.01056827],"category_scores_gemma":[0.1686823,0.000541295,0.0006253497,0.002218653,0.0070704,0.006496254,0.008852739,0.003700614,0.001340597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006507774,"about_ca_system_score_gemma":0.00794438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002896859,"about_ca_topic_score_gemma":0.002992186,"domain_scores_codex":[0.9030117,0.06178731,0.005030917,0.002689378,0.02384133,0.003639461],"domain_scores_gemma":[0.7590373,0.1724095,0.02326931,0.006447144,0.0216806,0.0171563],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003406914,0.0003298736,0.08069967,0.0007232437,0.00007000691,0.00194499,0.8221486,0.0001802631,0.003458841,0.03029774,0.0106793,0.04912675],"study_design_scores_gemma":[0.00004604068,0.0004389009,0.0180835,0.0007053554,0.00003051909,0.0008247266,0.873089,0.0003669789,0.0008710757,0.00476953,0.1006714,0.0001029207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087913,0.002461002,0.00262477,0.0294104,0.0008661163,0.0002677421,0.00007146856,0.00007220062,0.05543501],"genre_scores_gemma":[0.9827608,0.001354518,0.001414072,0.005042086,0.0002691215,0.0001693824,0.00004214303,0.00004214886,0.008905729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986923,"threshold_uncertainty_score":0.3264243,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0030953,0.0002263459,0.000475716,0.008339129,0.001194984,0.004200933,0.0006618343,0.0007299505,0.007350999],"category_scores_gemma":[0.01450902,0.0002550419,0.00055624,0.01437775,0.0009395038,0.004296698,0.00191696,0.000691708,0.002063419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006481953,"about_ca_system_score_gemma":0.001556759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005430743,"about_ca_topic_score_gemma":0.007042009,"domain_scores_codex":[0.9964421,0.0006692396,0.000755124,0.0003137174,0.001426375,0.000393378],"domain_scores_gemma":[0.9739793,0.007660895,0.010204,0.0007676319,0.004962826,0.002425452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026207,0.0001208858,0.8907161,0.002120073,0.0001505284,0.0007722732,0.01750775,0.00003927459,0.000761145,0.0004849382,0.009847694,0.07737666],"study_design_scores_gemma":[0.000005713591,0.000105415,0.9311995,0.0007442497,0.00008501523,0.001852458,0.03463307,0.00009622506,0.0002057686,0.0001147463,0.03091024,0.00004775508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537592,0.01398328,0.0003556245,0.003990511,0.00007590032,0.0001498595,0.005484658,0.00011399,0.02208686],"genre_scores_gemma":[0.9688846,0.02037535,0.0008982299,0.001562557,0.0001371432,0.0001155285,0.004074949,0.00008004774,0.003871552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9993382,"threshold_uncertainty_score":0.02459157,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003744829,0.0004034896,0.0002163859,0.0007100191,0.008466205,0.00271285,0.0005600944,0.001058867,0.1231349],"category_scores_gemma":[0.0007849374,0.0001576581,0.000180547,0.0007842694,0.002823222,0.002231734,0.00466005,0.0015765,0.01626735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002537858,"about_ca_system_score_gemma":0.002316437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05740707,"about_ca_topic_score_gemma":0.1244271,"domain_scores_codex":[0.9993982,0.00007438499,0.000008775955,0.00007643011,0.00009080897,0.000351377],"domain_scores_gemma":[0.9996989,0.00002969548,0.00002951394,0.00002083947,0.00006432252,0.0001567223],"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":[0.00009411786,0.0001481165,0.0214599,0.0004740998,0.00001302516,0.002837093,0.2223412,0.0000488509,0.003123358,0.1349923,0.3861029,0.2283651],"study_design_scores_gemma":[0.000002914232,0.00002943688,0.006435465,0.0001317991,0.000002628073,0.0002180583,0.06009432,0.000009449634,0.0001561277,0.0007209895,0.932193,0.000005840363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1789218,0.005506244,0.0004404148,0.02022656,0.004159241,0.0001349277,0.0006379127,0.0001251045,0.7898479],"genre_scores_gemma":[0.2563727,0.00377489,0.0002289685,0.006359517,0.0003708895,0.00006618472,0.0002469192,0.0001031428,0.7324768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1231349,"threshold_uncertainty_score":0.4119271,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004084809,0.0003634205,0.0002628809,0.001136487,0.001862398,0.003848687,0.00103687,0.001797482,0.04622464],"category_scores_gemma":[0.01634066,0.0001429268,0.0003166104,0.0006920313,0.001774328,0.007298624,0.00343213,0.0032671,0.01154996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159002,"about_ca_system_score_gemma":0.004563518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110697,"about_ca_topic_score_gemma":0.01081998,"domain_scores_codex":[0.9981793,0.0008345576,0.00004670463,0.0001176822,0.0004529508,0.000368725],"domain_scores_gemma":[0.9866493,0.00377645,0.0006409112,0.0004770011,0.001330843,0.007125461],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003245057,0.000329016,0.004226693,0.0008516477,0.000009527574,0.0003236445,0.01305809,0.00006726787,0.0008243597,0.01817889,0.5963311,0.3657672],"study_design_scores_gemma":[0.000024845,0.0001577871,0.008097545,0.001120494,0.000009702164,0.0004861301,0.02791286,0.0001133508,0.0005796433,0.01054437,0.9509307,0.00002260013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04588201,0.02714137,0.01381967,0.4968137,0.02212249,0.0004989562,0.0006030641,0.001593181,0.3915256],"genre_scores_gemma":[0.4459158,0.04930937,0.02787571,0.1290037,0.01161287,0.0007157075,0.001045111,0.000685478,0.3338363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9959152,"threshold_uncertainty_score":0.1546369,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004662606,0.0003235959,0.0002986154,0.001034008,0.02014508,0.00848867,0.001246494,0.0008502881,0.01186495],"category_scores_gemma":[0.0007415893,0.0001970033,0.0002476301,0.004086723,0.006560236,0.001535384,0.002627832,0.002170506,0.0006523873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05621393,"about_ca_system_score_gemma":0.07756193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825058,"about_ca_topic_score_gemma":0.9967535,"domain_scores_codex":[0.9993069,0.0001223244,0.00001089248,0.00005640545,0.000193372,0.0003101744],"domain_scores_gemma":[0.999537,0.00005805467,0.00002504771,0.00001479034,0.0002018744,0.0001633666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003604706,0.00006854571,0.02255803,0.00057916,0.00001074343,0.001497957,0.683898,0.0005265478,0.001475041,0.125282,0.08997106,0.07409675],"study_design_scores_gemma":[0.000003187873,0.00001024768,0.02179613,0.0005390369,0.000006033203,0.0002418441,0.5809653,0.00007575039,0.0001687574,0.002409596,0.3937601,0.00002400894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2978576,0.01597062,0.001346314,0.02474423,0.0005190509,0.0002605426,0.0008321879,0.00005687498,0.6584126],"genre_scores_gemma":[0.7721072,0.01548347,0.002411351,0.002410753,0.00005397568,0.00009746795,0.000509921,0.0000821204,0.2068439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05621393,"threshold_uncertainty_score":0.4078625,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.171763,0.0006175007,0.002156969,0.002017589,0.01758543,0.02556227,0.003979194,0.02433435,0.02371861],"category_scores_gemma":[0.09891424,0.001004941,0.001538573,0.00266355,0.03934904,0.05257362,0.0292874,0.03383498,0.004219743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007107679,"about_ca_system_score_gemma":0.05411096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028472,"about_ca_topic_score_gemma":0.01788421,"domain_scores_codex":[0.8859419,0.08891548,0.003437564,0.003165098,0.0107359,0.007804016],"domain_scores_gemma":[0.685955,0.2227937,0.005457161,0.01052939,0.02166408,0.05360068],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006238282,0.0001294819,0.001234294,0.002156518,0.0000367489,0.0006801395,0.1491527,0.00006961058,0.0004694314,0.1603565,0.5392516,0.1464005],"study_design_scores_gemma":[0.00002432438,0.0000520732,0.001173479,0.004334777,0.00001473843,0.0004433924,0.09680804,0.00005624595,0.00006186984,0.05106733,0.8459042,0.00005947627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005831506,0.0295786,0.0005803221,0.9519506,0.00779833,0.00002281817,0.00001542664,0.00003432015,0.009436514],"genre_scores_gemma":[0.06457488,0.13381,0.009152056,0.714135,0.0354454,0.0006545887,0.0001624746,0.0002533552,0.04181227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9824145,"threshold_uncertainty_score":0.9083806,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.04515542,0.0004099549,0.0008531201,0.003534826,0.02283634,0.03844849,0.002120852,0.01559123,0.00713203],"category_scores_gemma":[0.06155414,0.0005488764,0.0006311866,0.005172428,0.09883904,0.02239931,0.02344549,0.01067641,0.002465929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01442361,"about_ca_system_score_gemma":0.02839599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005501298,"about_ca_topic_score_gemma":0.004970858,"domain_scores_codex":[0.889642,0.08629251,0.003627749,0.002526731,0.01340653,0.004504463],"domain_scores_gemma":[0.9140669,0.05820694,0.005561825,0.006497169,0.007840462,0.007826712],"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":[0.00001718697,0.00003099396,0.0005070177,0.0001152989,0.00000775575,0.0001534332,0.02738729,0.00007574943,0.00003422862,0.9330305,0.01993745,0.01870295],"study_design_scores_gemma":[0.00001744939,0.00002678216,0.0002941853,0.0006719899,0.000007902149,0.0003305241,0.02330928,0.00009932859,0.0001227976,0.5681838,0.4069077,0.00002823905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0139613,0.03877961,0.0140694,0.5102682,0.002264694,0.0000872164,0.00003750151,0.0001086445,0.4204234],"genre_scores_gemma":[0.751811,0.02212835,0.008918776,0.1358844,0.005501399,0.0003398611,0.00005699449,0.0002098141,0.07514941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9978791,"threshold_uncertainty_score":0.2388076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}