{"meta":{"query_hash":"02692f5cbdc9","filters":{"venue":"Septentrio Conference Series"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/02692f5cbdc9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Septentrio+Conference+Series"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.020471439276060467,"score_gpt":0.2658660089814797,"score_spread":0.24539456970541926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027253200","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23129398,0.5084142,0.0013973644,0.025397675,0.004568278,0.00006448912,0.0049315733,0.00017581695,0.22375666],"genre_scores_gemma":[0.66483766,0.20984639,0.00303662,0.00079553825,0.00028830435,0.000083999905,0.0025569417,0.00010747778,0.11844705],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99982244,0.000031755124,0.0000129536675,0.000042452226,0.000027170663,0.00006326147],"domain_scores_gemma":[0.9998845,0.000022382997,0.000017935881,0.0000062968247,0.000018056515,0.000050942912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045129147,0.00035267422,0.00029709132,0.0005501657,0.0015526208,0.002231304,0.00034488327,0.00044883022,0.0074949577],"category_scores_gemma":[0.00027389213,0.00019818552,0.00016922122,0.0018115676,0.000866333,0.0009818526,0.0018140898,0.00052188296,0.0009829388],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042973438,0.00014025511,0.06752068,0.0044012563,0.000100709825,0.0029945516,0.018559933,0.0045147026,0.004216859,0.0986023,0.1820361,0.616483],"study_design_scores_gemma":[0.000023449853,0.000045433415,0.13291429,0.0019233471,0.000030281317,0.0005985301,0.016536744,0.00022707415,0.00078898075,0.005238424,0.84165263,0.00002082221],"about_ca_topic_score_codex":0.11292863,"about_ca_topic_score_gemma":0.28817183,"teacher_disagreement_score":0.11292863,"about_ca_system_score_codex":0.004244456,"about_ca_system_score_gemma":0.013976803,"threshold_uncertainty_score":0.22454262},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.006995424880017199,"score_gpt":0.170716209986687,"score_spread":0.1637207851066698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090345107","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29785758,0.01597062,0.0013463142,0.024744226,0.00051905087,0.00026054255,0.0008321879,0.00005687498,0.6584126],"genre_scores_gemma":[0.7721072,0.015483468,0.002411351,0.0024107532,0.000053975677,0.00009746795,0.000509921,0.0000821204,0.20684385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993069,0.0001223244,0.0000108924805,0.00005640545,0.00019337199,0.00031017436],"domain_scores_gemma":[0.999537,0.000058054673,0.000025047708,0.000014790345,0.00020187443,0.00016336664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004662606,0.00032359594,0.00029861537,0.0010340075,0.020145075,0.00848867,0.0012464937,0.00085028814,0.01186495],"category_scores_gemma":[0.0007415893,0.0001970033,0.00024763015,0.0040867226,0.006560236,0.0015353836,0.002627832,0.0021705064,0.00065238733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036047062,0.000068545705,0.022558026,0.00057916,0.000010743428,0.0014979572,0.683898,0.0005265478,0.0014750408,0.12528205,0.08997106,0.074096754],"study_design_scores_gemma":[0.0000031878726,0.000010247683,0.021796128,0.0005390369,0.0000060332027,0.00024184407,0.5809653,0.000075750395,0.00016875743,0.0024095958,0.39376014,0.000024008941],"about_ca_topic_score_codex":0.9825058,"about_ca_topic_score_gemma":0.9967535,"teacher_disagreement_score":0.056213927,"about_ca_system_score_codex":0.056213927,"about_ca_system_score_gemma":0.07756193,"threshold_uncertainty_score":0.40786254},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06551739536057011,"score_gpt":0.2976366440944745,"score_spread":0.23211924873390438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170641156","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001686707,0.04311049,0.6114453,0.06332503,0.09203139,0.009665121,0.00409137,0.051558796,0.123085715],"genre_scores_gemma":[0.018477215,0.05439066,0.56774753,0.019995244,0.05899877,0.0193297,0.007569717,0.0222012,0.23129003],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.88246274,0.040152945,0.024025207,0.010365732,0.04076848,0.0022249762],"domain_scores_gemma":[0.706575,0.11497771,0.027757617,0.055646423,0.07898045,0.016062861],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06921339,0.004406631,0.006445137,0.017711727,0.0046044798,0.02714652,0.008045512,0.0067175524,0.12184102],"category_scores_gemma":[0.17496575,0.0034728418,0.0025316193,0.013473618,0.013781664,0.02327201,0.011341929,0.0153871,0.19426689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014629115,0.00009389351,0.00020643584,0.00431083,0.00022975726,0.00033628597,0.0007960725,0.00037378742,0.0041459934,0.042341158,0.6599497,0.28706965],"study_design_scores_gemma":[0.000060175127,0.00008393837,0.00034555222,0.0008681319,0.00003852343,0.0006952258,0.00012232008,0.0006116164,0.0007881833,0.021068513,0.9752171,0.000100684076],"about_ca_topic_score_codex":0.00065407826,"about_ca_topic_score_gemma":0.0012506424,"teacher_disagreement_score":0.9307866,"about_ca_system_score_codex":0.004013704,"about_ca_system_score_gemma":0.016409796,"threshold_uncertainty_score":0.4075988},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.24703753963943423,"score_gpt":0.38048717391104103,"score_spread":0.1334496342716068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222819688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537592,0.013983284,0.0003556245,0.003990511,0.000075900316,0.00014985945,0.0054846583,0.000113989976,0.022086859],"genre_scores_gemma":[0.96888465,0.020375347,0.0008982299,0.0015625568,0.00013714323,0.00011552847,0.0040749493,0.000080047736,0.0038715522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644214,0.00066923955,0.00075512397,0.0003137174,0.0014263745,0.00039337797],"domain_scores_gemma":[0.9739793,0.0076608947,0.010204002,0.0007676319,0.0049628257,0.0024254515],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0030953002,0.00022634586,0.00047571596,0.008339129,0.0011949838,0.004200933,0.00066183426,0.0007299505,0.007350999],"category_scores_gemma":[0.014509019,0.00025504193,0.00055624,0.014377753,0.00093950384,0.004296698,0.0019169598,0.000691708,0.002063419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010262075,0.00012088577,0.89071614,0.0021200734,0.00015052845,0.00077227317,0.017507754,0.000039274586,0.00076114497,0.00048493824,0.009847694,0.077376656],"study_design_scores_gemma":[0.0000057135912,0.000105415005,0.9311995,0.0007442497,0.00008501523,0.0018524576,0.034633067,0.00009622506,0.00020576856,0.00011474632,0.030910237,0.000047755082],"about_ca_topic_score_codex":0.005430743,"about_ca_topic_score_gemma":0.007042009,"teacher_disagreement_score":0.99933815,"about_ca_system_score_codex":0.00064819533,"about_ca_system_score_gemma":0.0015567592,"threshold_uncertainty_score":0.024591565},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.2201991916773561,"score_gpt":0.40827880695157176,"score_spread":0.18807961527421566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900913270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9087913,0.0024610022,0.0026247697,0.029410398,0.00086611626,0.00026774206,0.00007146856,0.000072200615,0.055435006],"genre_scores_gemma":[0.98276085,0.0013545183,0.0014140725,0.005042086,0.0002691215,0.00016938239,0.00004214303,0.00004214886,0.008905729],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9030117,0.061787307,0.005030917,0.0026893783,0.023841335,0.0036394608],"domain_scores_gemma":[0.75903726,0.17240947,0.023269314,0.006447144,0.021680597,0.017156301],"candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.06172262,0.00025842,0.0005499573,0.0023313942,0.010653084,0.017099287,0.0013076675,0.00375396,0.010568274],"category_scores_gemma":[0.16868226,0.000541295,0.0006253497,0.0022186527,0.0070704003,0.006496254,0.008852739,0.003700614,0.0013405967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034069145,0.0003298736,0.08069967,0.0007232437,0.000070006914,0.0019449899,0.82214856,0.00018026315,0.0034588415,0.030297743,0.010679296,0.04912675],"study_design_scores_gemma":[0.000046040677,0.00043890093,0.018083503,0.00070535537,0.00003051909,0.0008247266,0.873089,0.00036697887,0.0008710757,0.0047695297,0.10067141,0.00010292074],"about_ca_topic_score_codex":0.0028968593,"about_ca_topic_score_gemma":0.0029921858,"teacher_disagreement_score":0.99869233,"about_ca_system_score_codex":0.0065077743,"about_ca_system_score_gemma":0.00794438,"threshold_uncertainty_score":0.3264243},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05117528215963513,"score_gpt":0.30785708418584307,"score_spread":0.25668180202620794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976223060","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018597228,0.18545052,0.065362886,0.16320693,0.06365361,0.0011836533,0.03895077,0.0025038293,0.46109056],"genre_scores_gemma":[0.4418613,0.17975141,0.119393036,0.025749288,0.057479344,0.005200964,0.057098974,0.004655791,0.10880989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.83382964,0.080925934,0.027685523,0.013903992,0.040254183,0.003400694],"domain_scores_gemma":[0.4879638,0.36368722,0.046762347,0.03791664,0.055349562,0.008320475],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06779395,0.0012544899,0.0021048777,0.07764613,0.008052224,0.03627788,0.0037117924,0.007674774,0.04277026],"category_scores_gemma":[0.38180852,0.0011255157,0.0014959724,0.14416756,0.010390658,0.027658798,0.016067374,0.006295711,0.0137593085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010648515,0.00005149752,0.007839209,0.0066933865,0.00015421282,0.0002632566,0.014353679,0.00055998506,0.00023663638,0.4956618,0.2312388,0.24284104],"study_design_scores_gemma":[0.00002302286,0.000034225533,0.0050553754,0.0063552307,0.000059322316,0.00039531145,0.0045829415,0.00055881887,0.00031116258,0.112409435,0.87012094,0.000094159135],"about_ca_topic_score_codex":0.004779589,"about_ca_topic_score_gemma":0.003858346,"teacher_disagreement_score":0.93220603,"about_ca_system_score_codex":0.013981088,"about_ca_system_score_gemma":0.01680159,"threshold_uncertainty_score":0.35853297},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06362998370925521,"score_gpt":0.35499922613625035,"score_spread":0.29136924242699513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977121917","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059961467,0.009761709,0.031225577,0.047859874,0.01077876,0.0012095008,0.016518781,0.01953077,0.8571189],"genre_scores_gemma":[0.019395825,0.006136144,0.029685652,0.012944065,0.0026964631,0.0016351218,0.040933717,0.008100182,0.8784728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98725873,0.0033616798,0.0006456693,0.0019474489,0.0051095844,0.001676934],"domain_scores_gemma":[0.9738174,0.00323992,0.001237611,0.0041872556,0.006177899,0.011340016],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.016634647,0.0011915222,0.0008410608,0.0071226964,0.0050577205,0.023482332,0.007136887,0.005535582,0.23783404],"category_scores_gemma":[0.027130064,0.00071344577,0.0010622866,0.0072039263,0.0025510134,0.013631751,0.018096255,0.003790831,0.15948807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014933218,0.00010837884,0.0006923638,0.00028454635,0.000013891566,0.0001991615,0.0004999481,0.00018993979,0.00045398626,0.06991457,0.82958305,0.09791089],"study_design_scores_gemma":[0.000022320606,0.000009936489,0.000074663454,0.00007019409,0.0000023235746,0.000051307707,0.0001378525,0.00008683898,0.00009276778,0.0028482748,0.9965953,0.000008312531],"about_ca_topic_score_codex":0.006631428,"about_ca_topic_score_gemma":0.010618147,"teacher_disagreement_score":0.9928631,"about_ca_system_score_codex":0.0044063274,"about_ca_system_score_gemma":0.02525464,"threshold_uncertainty_score":0.79563415},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.036018332172641665,"score_gpt":0.32339805724657794,"score_spread":0.2873797250739363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983049381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18306969,0.0067413454,0.07955748,0.017781252,0.0056320843,0.003454842,0.0023029216,0.0022352496,0.6992251],"genre_scores_gemma":[0.51895034,0.0069693476,0.095010236,0.0023724565,0.0020366553,0.0029852137,0.0013193657,0.00074385904,0.36961251],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99924195,0.00044813112,0.000025812573,0.000060819682,0.00014143348,0.00008184761],"domain_scores_gemma":[0.9986016,0.000730141,0.00008529045,0.000120686134,0.00012955785,0.00033277858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012181631,0.0008518809,0.00032644076,0.0010874278,0.0042829257,0.0035566252,0.0016421105,0.0014290205,0.032333657],"category_scores_gemma":[0.0028757653,0.00022714643,0.00031810932,0.0012427445,0.0027166193,0.0042382954,0.0049180537,0.0017287444,0.0033676366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002177501,0.00035419577,0.0011199076,0.0016758979,0.000021474856,0.005439023,0.6044605,0.0012002578,0.009426912,0.08963678,0.14215222,0.14429516],"study_design_scores_gemma":[0.000015805223,0.00013412228,0.0009435925,0.00033814978,0.000009715414,0.0017493654,0.078372516,0.00037223837,0.0014728492,0.003995415,0.9125654,0.0000308313],"about_ca_topic_score_codex":0.0018401132,"about_ca_topic_score_gemma":0.005088054,"teacher_disagreement_score":0.032333657,"about_ca_system_score_codex":0.0010655406,"about_ca_system_score_gemma":0.000928048,"threshold_uncertainty_score":0.108166814},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Witch; Enlightenment; Narrative; Literature; History; Politics; Sociocultural evolution; Power (physics); Sociology; Art; Anthropology; Philosophy; Epistemology; Law","score_opus":0.010779824543238312,"score_gpt":0.205935656366875,"score_spread":0.1951558318236367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983717923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5998457,0.021679208,0.0069108736,0.014543469,0.0010138385,0.00008079938,0.0001373258,0.000065194145,0.3557236],"genre_scores_gemma":[0.9852267,0.0027418726,0.00046922982,0.00036048706,0.00016463993,0.00001685482,0.000020924215,0.000019091438,0.010980232],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982456,0.0011048384,0.000044658518,0.0001251241,0.00021803372,0.00026184416],"domain_scores_gemma":[0.9981699,0.001062872,0.0002622476,0.00013795408,0.00018529313,0.00018173661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004034533,0.0007490983,0.0004628841,0.0034120819,0.010787626,0.009538145,0.0011978055,0.0018617733,0.00296503],"category_scores_gemma":[0.0033912577,0.00038003,0.00030014725,0.0022157317,0.068557575,0.009929666,0.0044846935,0.0033407994,0.00028752052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003550135,0.000018580093,0.00073918834,0.00009449934,0.0000055910696,0.00065264635,0.70402515,0.00009758148,0.00021120641,0.2863261,0.0011031787,0.0066908468],"study_design_scores_gemma":[0.000026509551,0.000109852,0.004255239,0.00073697395,0.000019826542,0.0008243797,0.5718495,0.00023095234,0.00066630484,0.09445764,0.3267814,0.000041376563],"about_ca_topic_score_codex":0.012555739,"about_ca_topic_score_gemma":0.02232625,"teacher_disagreement_score":0.012555739,"about_ca_system_score_codex":0.008345441,"about_ca_system_score_gemma":0.0026025428,"threshold_uncertainty_score":0.06055069},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business","score_opus":0.11416927263251757,"score_gpt":0.41402472526137,"score_spread":0.29985545262885244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092215038","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030866005,0.003369861,0.1487845,0.4054457,0.009338791,0.0013211148,0.0009511926,0.027569672,0.37235323],"genre_scores_gemma":[0.5269446,0.006250219,0.20102468,0.060213953,0.011955117,0.0019405634,0.0049318224,0.011553962,0.17518504],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97607875,0.0095251715,0.0015235506,0.0021173416,0.006219585,0.004535625],"domain_scores_gemma":[0.86917067,0.028890159,0.0054458515,0.016680619,0.017363412,0.06244929],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.035525586,0.00092645275,0.0006088843,0.0036554881,0.012290321,0.0333559,0.0069255345,0.011802971,0.0469518],"category_scores_gemma":[0.10137822,0.0008530318,0.0010446163,0.0040671816,0.0068466305,0.049304433,0.056718875,0.009496453,0.026651764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021275932,0.00059083477,0.006406805,0.0006048007,0.00006049521,0.0013938196,0.019961884,0.0010854378,0.0031518233,0.21389717,0.47794315,0.27469105],"study_design_scores_gemma":[0.00007397401,0.00009950182,0.0009738243,0.00025729553,0.00001869163,0.00026978334,0.009187179,0.0042511383,0.0010335783,0.076583795,0.9071634,0.00008785855],"about_ca_topic_score_codex":0.004080957,"about_ca_topic_score_gemma":0.006160613,"teacher_disagreement_score":0.9930745,"about_ca_system_score_codex":0.0038689352,"about_ca_system_score_gemma":0.030791638,"threshold_uncertainty_score":0.1878795},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.15178769885003954,"score_gpt":0.37506561290779666,"score_spread":0.22327791405775713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092332140","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013961301,0.03877961,0.014069399,0.5102682,0.0022646943,0.0000872164,0.000037501508,0.000108644475,0.42042342],"genre_scores_gemma":[0.751811,0.022128345,0.008918776,0.13588445,0.0055013993,0.00033986114,0.000056994486,0.00020981414,0.07514941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.889642,0.086292505,0.0036277487,0.0025267315,0.013406533,0.0045044627],"domain_scores_gemma":[0.91406685,0.05820694,0.005561825,0.0064971694,0.007840462,0.007826712],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.045155417,0.00040995493,0.00085312006,0.0035348265,0.022836337,0.038448486,0.002120852,0.015591229,0.0071320296],"category_scores_gemma":[0.06155414,0.0005488764,0.0006311866,0.0051724277,0.09883904,0.022399314,0.023445494,0.010676413,0.0024659294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017186972,0.00003099396,0.00050701766,0.00011529895,0.00000775575,0.0001534332,0.027387295,0.00007574943,0.000034228622,0.93303055,0.019937452,0.018702954],"study_design_scores_gemma":[0.000017449385,0.000026782158,0.00029418527,0.0006719899,0.000007902149,0.0003305241,0.023309277,0.000099328594,0.00012279757,0.56818384,0.40690774,0.00002823905],"about_ca_topic_score_codex":0.0055012982,"about_ca_topic_score_gemma":0.004970858,"teacher_disagreement_score":0.99787915,"about_ca_system_score_codex":0.0144236125,"about_ca_system_score_gemma":0.028395986,"threshold_uncertainty_score":0.23880756},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Exhibition; Arctic; Resource (disambiguation); Indigenous language; Government (linguistics); Geography; Library science; Computer science; Linguistics; Archaeology; Ecology","score_opus":0.04498227117827287,"score_gpt":0.40764336054231476,"score_spread":0.3626610893640419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205456964","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19160472,0.007613693,0.026498733,0.026881326,0.0037095242,0.0010241796,0.013682674,0.0024003882,0.7265848],"genre_scores_gemma":[0.67066944,0.01163762,0.11684913,0.001299387,0.0006123983,0.0017640747,0.012317681,0.0016168564,0.1832334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978849,0.0008230049,0.00009430662,0.00016466559,0.0006232454,0.00040988292],"domain_scores_gemma":[0.99726,0.0005169245,0.00023768992,0.0002119264,0.0012496129,0.0005238989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027823125,0.00064536225,0.0003320612,0.006018422,0.0063321763,0.0068099857,0.0011156162,0.0011826443,0.01540546],"category_scores_gemma":[0.0035390984,0.00031571763,0.00058898196,0.006586021,0.0021625874,0.0048780576,0.0055249534,0.001577821,0.0025133241],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003647197,0.00023650065,0.01856017,0.0026383456,0.00005758844,0.004026284,0.3174828,0.004708426,0.0033817617,0.09722188,0.23287724,0.31844428],"study_design_scores_gemma":[0.000007795807,0.000040070692,0.010365632,0.000538934,0.000013228096,0.00033248658,0.09463622,0.00037616142,0.0005270828,0.0032819947,0.88982755,0.000052957465],"about_ca_topic_score_codex":0.09739032,"about_ca_topic_score_gemma":0.15589099,"teacher_disagreement_score":0.09739032,"about_ca_system_score_codex":0.004782806,"about_ca_system_score_gemma":0.012610815,"threshold_uncertainty_score":0.19364691},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016990747285301366,"score_gpt":0.318398028243027,"score_spread":0.3014072809577256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205750817","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12683654,0.033837244,0.03038922,0.020876596,0.00710392,0.00055736926,0.0049083144,0.0057693385,0.7697215],"genre_scores_gemma":[0.4859289,0.022723403,0.03334945,0.0020774703,0.001008352,0.0003393632,0.005297155,0.002364608,0.44691125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995622,0.000077609875,0.000025545738,0.00005860843,0.00015774237,0.000118340016],"domain_scores_gemma":[0.9983228,0.00021173384,0.00009216154,0.00011896124,0.0006337666,0.00062068214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089009566,0.000275636,0.00025731805,0.002419989,0.0066160415,0.0062655723,0.0007139923,0.00048655216,0.015586859],"category_scores_gemma":[0.0021598584,0.00016669331,0.0001514121,0.0036285212,0.0021217472,0.0050391224,0.0033201678,0.0006956215,0.0028335415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013592561,0.00010030721,0.00876517,0.0014717646,0.000025895659,0.0010184704,0.041667957,0.0004896527,0.00723706,0.11031573,0.37740928,0.45136273],"study_design_scores_gemma":[0.000004478846,0.000009034146,0.005161748,0.000213846,0.000010056706,0.00028381508,0.0094494345,0.00016609169,0.00087239756,0.0025355686,0.9812739,0.000019774097],"about_ca_topic_score_codex":0.30415002,"about_ca_topic_score_gemma":0.5835752,"teacher_disagreement_score":0.30415002,"about_ca_system_score_codex":0.0046933666,"about_ca_system_score_gemma":0.014212013,"threshold_uncertainty_score":0.60475934},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09493988639666096,"score_gpt":0.31140232313823285,"score_spread":0.2164624367415719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207766042","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00560348,0.02004915,0.010706002,0.030460365,0.02217206,0.00021331554,0.00086786406,0.0019521851,0.9079756],"genre_scores_gemma":[0.08220482,0.066761024,0.02383411,0.0210572,0.043881923,0.00040059452,0.003252059,0.0038970613,0.7547112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99116087,0.0016110673,0.0006502829,0.00054522627,0.0051809386,0.00085159607],"domain_scores_gemma":[0.9790951,0.0055571697,0.0013150477,0.002997005,0.0046262136,0.0064093852],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0062214253,0.0004897572,0.0008029592,0.0075113876,0.004224397,0.022623107,0.0014870627,0.0026382618,0.11848734],"category_scores_gemma":[0.01949121,0.00044557085,0.000599681,0.006784586,0.0040228413,0.015672224,0.01613674,0.0023182286,0.03586239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004520171,0.00005139728,0.0006300724,0.0010459264,0.000016528635,0.0003913173,0.005790513,0.000103210325,0.0015957989,0.13298756,0.4793222,0.3780202],"study_design_scores_gemma":[0.0000012861104,0.000007188332,0.00026265468,0.00028447315,0.0000021360459,0.000091695736,0.00042161215,0.000014479414,0.00009879844,0.004945463,0.99386543,0.000004651447],"about_ca_topic_score_codex":0.0012682755,"about_ca_topic_score_gemma":0.0031703687,"teacher_disagreement_score":0.9985129,"about_ca_system_score_codex":0.0020840475,"about_ca_system_score_gemma":0.00714071,"threshold_uncertainty_score":0.39637965},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02035980886674459,"score_gpt":0.22685609655353436,"score_spread":0.20649628768678976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205435296","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028253675,0.0019808034,0.09430734,0.0022163454,0.0046445853,0.0010040655,0.2189857,0.3686535,0.30538234],"genre_scores_gemma":[0.011562733,0.0019349313,0.06843434,0.0012526368,0.0009720542,0.0014816121,0.49526596,0.11033212,0.30876356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965249,0.00054141396,0.00036666213,0.00073422946,0.0014796613,0.00035303528],"domain_scores_gemma":[0.98748547,0.0019443765,0.0005019388,0.0035357121,0.0041181357,0.0024143835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032391623,0.0024857149,0.0018149138,0.006665713,0.0029011653,0.011341615,0.004716211,0.0018465855,0.2687805],"category_scores_gemma":[0.018389447,0.0011886152,0.0014142442,0.005993315,0.00091488386,0.014205429,0.010202305,0.0031999496,0.3674207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019941117,0.000048597416,0.00020369978,0.0006547195,0.0000339353,0.000081313745,0.00023423263,0.00017250735,0.0008468527,0.0062110797,0.9222488,0.06906479],"study_design_scores_gemma":[0.00002622491,0.000018170349,0.00030268356,0.000068673464,0.000010259152,0.00008876418,0.00008843322,0.00041833715,0.001036449,0.0043635094,0.99353665,0.000041761985],"about_ca_topic_score_codex":0.0045910473,"about_ca_topic_score_gemma":0.0060138227,"teacher_disagreement_score":0.2687805,"about_ca_system_score_codex":0.00123623,"about_ca_system_score_gemma":0.0052030333,"threshold_uncertainty_score":0},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Patriarchy; Gender studies; Colonialism; Sociology; Agency (philosophy); Decolonization; Political science; Law; Social science; Politics","score_opus":0.0338314835869632,"score_gpt":0.3316006561515342,"score_spread":0.297769172564571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254591990","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17892176,0.005506244,0.00044041482,0.020226559,0.0041592414,0.00013492774,0.0006379127,0.00012510449,0.7898479],"genre_scores_gemma":[0.25637275,0.0037748904,0.0002289685,0.006359517,0.00037088952,0.00006618472,0.00024691917,0.00010314279,0.7324768],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939823,0.00007438499,0.000008775955,0.00007643011,0.00009080897,0.00035137704],"domain_scores_gemma":[0.9996989,0.000029695484,0.000029513943,0.000020839472,0.00006432252,0.00015672234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037448294,0.0004034896,0.00021638595,0.00071001914,0.008466205,0.0027128495,0.00056009437,0.0010588671,0.12313485],"category_scores_gemma":[0.0007849374,0.00015765814,0.00018054698,0.0007842694,0.0028232222,0.0022317339,0.0046600504,0.0015764995,0.016267346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009411786,0.00014811654,0.021459896,0.00047409977,0.000013025161,0.0028370926,0.22234115,0.0000488509,0.0031233581,0.13499233,0.38610286,0.22836512],"study_design_scores_gemma":[0.000002914232,0.000029436884,0.006435465,0.00013179905,0.0000026280732,0.00021805825,0.060094323,0.000009449634,0.00015612766,0.0007209895,0.932193,0.0000058403625],"about_ca_topic_score_codex":0.057407066,"about_ca_topic_score_gemma":0.12442714,"teacher_disagreement_score":0.12313485,"about_ca_system_score_codex":0.0025378584,"about_ca_system_score_gemma":0.0023164372,"threshold_uncertainty_score":0.4119271},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Accountability; Realm; Research ethics; Protocol (science); Political science; Public relations; Sociology; Engineering; Medicine; Law","score_opus":0.22569928419792326,"score_gpt":0.41648341579453596,"score_spread":0.1907841315966127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389210999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045277076,0.0016080616,0.006404747,0.043978773,0.00850934,0.00025256423,0.0009538608,0.0006723937,0.93309253],"genre_scores_gemma":[0.073876284,0.0017991095,0.005660728,0.028183047,0.0011487714,0.0004817353,0.0010176748,0.00095877453,0.88687384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99509877,0.002181593,0.00019128963,0.0009688158,0.00077881815,0.00078069506],"domain_scores_gemma":[0.9964618,0.0007067531,0.00023302244,0.0005004786,0.0010034512,0.0010945697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038724209,0.0007929474,0.00068118767,0.0010607232,0.0072132493,0.012087414,0.0016588594,0.0033626119,0.30735248],"category_scores_gemma":[0.013994984,0.00055576535,0.00060865463,0.0011524298,0.005013342,0.012696967,0.009602674,0.005397339,0.17176591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013754364,0.000067101086,0.0013550081,0.0001945471,0.000009759961,0.0006077783,0.02504733,0.000042358162,0.0003393321,0.28694582,0.5930886,0.092164814],"study_design_scores_gemma":[0.000006398874,0.000012155905,0.00019524268,0.0001257383,0.0000030029184,0.00015449888,0.00619731,0.000024315255,0.00009206689,0.013224252,0.9799499,0.000015150446],"about_ca_topic_score_codex":0.0054802,"about_ca_topic_score_gemma":0.0091302,"teacher_disagreement_score":0.30735248,"about_ca_system_score_codex":0.0033651746,"about_ca_system_score_gemma":0.0046446007,"threshold_uncertainty_score":0.9879776},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.2319567258260288,"score_gpt":0.48100084768052503,"score_spread":0.24904412185449623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389211307","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045882005,0.027141366,0.0138196675,0.4968137,0.022122487,0.00049895624,0.0006030641,0.0015931813,0.39152563],"genre_scores_gemma":[0.4459158,0.049309373,0.027875714,0.1290037,0.011612866,0.0007157075,0.0010451105,0.000685478,0.33383626],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981793,0.00083455764,0.00004670463,0.00011768223,0.00045295083,0.00036872504],"domain_scores_gemma":[0.98664933,0.0037764497,0.00064091117,0.00047700113,0.0013308431,0.0071254605],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004084809,0.00036342046,0.00026288093,0.0011364867,0.0018623981,0.0038486868,0.0010368697,0.0017974817,0.046224643],"category_scores_gemma":[0.016340656,0.0001429268,0.00031661044,0.00069203135,0.001774328,0.0072986237,0.0034321295,0.0032671,0.011549965],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032450567,0.00032901604,0.004226693,0.0008516477,0.000009527574,0.00032364446,0.013058092,0.00006726787,0.0008243597,0.01817889,0.5963311,0.3657672],"study_design_scores_gemma":[0.000024845,0.00015778707,0.008097545,0.001120494,0.000009702164,0.00048613007,0.027912863,0.00011335079,0.0005796433,0.010544369,0.95093066,0.00002260013],"about_ca_topic_score_codex":0.0031106966,"about_ca_topic_score_gemma":0.010819985,"teacher_disagreement_score":0.9959152,"about_ca_system_score_codex":0.0015900197,"about_ca_system_score_gemma":0.004563518,"threshold_uncertainty_score":0.15463686},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.2770093305547865,"score_gpt":0.4788776420311394,"score_spread":0.20186831147635292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408576039","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01474896,0.05510103,0.23550518,0.5544143,0.026024593,0.0022840316,0.005242289,0.006819782,0.099859916],"genre_scores_gemma":[0.16011092,0.02928296,0.64250785,0.055959456,0.011530989,0.0099420585,0.012870115,0.008701802,0.06909385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.72066337,0.19500637,0.013011419,0.01551586,0.05053818,0.005264938],"domain_scores_gemma":[0.47714424,0.20694923,0.018643273,0.1797771,0.058879126,0.058607005],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.355799,0.0016476224,0.0037207063,0.01043386,0.011436319,0.03716155,0.009608318,0.013104444,0.0146817155],"category_scores_gemma":[0.41356972,0.0019142996,0.0020751324,0.00806476,0.02359724,0.0432331,0.071102604,0.010914403,0.009015468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050692615,0.00022044504,0.0032515877,0.0029264516,0.0006540871,0.00078034715,0.027173592,0.001003331,0.0019422721,0.3217156,0.33285278,0.30697262],"study_design_scores_gemma":[0.00009160122,0.00017937283,0.0014228788,0.0029759118,0.00010540009,0.00055612833,0.008528398,0.0006544656,0.00070831843,0.23355925,0.75110215,0.00011605481],"about_ca_topic_score_codex":0.002001619,"about_ca_topic_score_gemma":0.0016533344,"teacher_disagreement_score":0.9903917,"about_ca_system_score_codex":0.0057027377,"about_ca_system_score_gemma":0.06230638,"threshold_uncertainty_score":0.7944145},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metadata; Computer science; Information retrieval; World Wide Web; Content (measure theory); Mathematics","score_opus":0.051961584274062514,"score_gpt":0.323895435960819,"score_spread":0.2719338516867565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413942062","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011109847,0.011618177,0.56006116,0.0287319,0.0102645755,0.0010981942,0.008965281,0.03323839,0.33491257],"genre_scores_gemma":[0.17961934,0.03291164,0.40507287,0.012012103,0.010013179,0.0020082546,0.02881166,0.019029567,0.31052142],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584866,0.0013874959,0.00041294095,0.0004480581,0.001519901,0.00038296456],"domain_scores_gemma":[0.9859854,0.004589838,0.0010595559,0.0042446633,0.003136151,0.0009843181],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0057326625,0.00092119444,0.0009020675,0.006278515,0.0031499043,0.014815186,0.002917701,0.0042233537,0.03905076],"category_scores_gemma":[0.036187842,0.0010650605,0.001177971,0.008872173,0.003378415,0.040920712,0.014342961,0.0034181108,0.024620105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019738452,0.00007747585,0.0016686594,0.0016994551,0.000054433043,0.0006678553,0.006078132,0.0009915264,0.004282489,0.34633937,0.25429645,0.3836468],"study_design_scores_gemma":[0.000017364442,0.000030035444,0.00043167904,0.00065845984,0.00003902014,0.00040366282,0.0010802238,0.0011714072,0.002182547,0.039368678,0.95456475,0.000052195],"about_ca_topic_score_codex":0.0036402405,"about_ca_topic_score_gemma":0.0033248523,"teacher_disagreement_score":0.9851848,"about_ca_system_score_codex":0.0013842138,"about_ca_system_score_gemma":0.002842815,"threshold_uncertainty_score":0.13063782},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Variety (cybernetics); Traditional knowledge; Indigenous rights; Diversity (politics)","score_opus":0.06219546721363182,"score_gpt":0.37724734644709484,"score_spread":0.315051879233463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414849922","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005831506,0.029578604,0.00058032206,0.9519506,0.00779833,0.000022818174,0.000015426642,0.000034320154,0.009436514],"genre_scores_gemma":[0.06457488,0.13381003,0.009152056,0.714135,0.0354454,0.0006545887,0.00016247458,0.00025335525,0.04181227],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.88594186,0.08891548,0.0034375645,0.0031650984,0.010735896,0.007804016],"domain_scores_gemma":[0.685955,0.22279373,0.005457161,0.0105293915,0.02166408,0.05360068],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.17176303,0.00061750074,0.0021569694,0.0020175886,0.017585432,0.025562273,0.003979194,0.02433435,0.023718609],"category_scores_gemma":[0.098914236,0.0010049413,0.0015385726,0.00266355,0.03934904,0.052573618,0.029287403,0.03383498,0.0042197434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006238282,0.00012948191,0.0012342937,0.0021565177,0.0000367489,0.00068013946,0.14915271,0.00006961058,0.0004694314,0.16035649,0.5392516,0.14640051],"study_design_scores_gemma":[0.00002432438,0.0000520732,0.0011734788,0.0043347767,0.000014738434,0.0004433924,0.09680804,0.00005624595,0.00006186984,0.051067326,0.84590423,0.00005947627],"about_ca_topic_score_codex":0.010284718,"about_ca_topic_score_gemma":0.017884206,"teacher_disagreement_score":0.98241454,"about_ca_system_score_codex":0.0071076793,"about_ca_system_score_gemma":0.05411096,"threshold_uncertainty_score":0.9083806},"labels":[],"label_agreement":null}]}