{"meta":{"query_hash":"2fc4c149fb17","filters":{"venue":"Digital Studies / Le champ numérique"},"cohort_total":169,"direct_labels_cover":1,"predictions_cover":169,"exported":169,"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/2fc4c149fb17","api":"https://metacan.xera.ac/api/v1/cohort?venue=Digital+Studies+%2F+Le+champ+num%C3%A9rique"},"results":[{"id":"W1501224524","doi":"10.16995/dscn.176","title":"Chrétien de Troyes sur le Web: présentation, analyse et interprétation des manuscrits d’&lt;i&gt;Yvain ou le Chevalier au Lion&lt;/i&gt; [2000, rptd. 2008]","year":2000,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Lexicon; Interpretation (philosophy); Presentation (obstetrics); Linguistics; Meaning (existential); Critical edition; Transcription (linguistics); Humanities; Literature; Art; Philosophy","score_opus":0.029390108648562244,"score_gpt":0.25032262672497546,"score_spread":0.22093251807641323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501224524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5124462,0.08482005,0.00016287528,0.0064363657,0.0016825292,0.0005815125,0.00072939653,0.00021146103,0.39292958],"genre_scores_gemma":[0.6508744,0.0056326045,0.000034326706,0.0009019597,0.0019433362,0.00008352133,0.00041102542,0.00011301046,0.34000584],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963121,0.0004843697,0.0009752067,0.0007936805,0.00047831066,0.0009563211],"domain_scores_gemma":[0.99799305,0.0002643674,0.00031072236,0.00043635815,0.0006872019,0.0003082838],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007313018,0.00072631193,0.00081824104,0.00032474843,0.0014392803,0.000900441,0.00037424837,0.00019860014,0.00046335103],"category_scores_gemma":[0.00029564605,0.0007219223,0.0004410618,0.00026048374,0.0015570555,0.002173754,0.00013625015,0.00043376756,0.00045420974],"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":[0.00022566612,0.0008624716,0.00013976451,0.00052684295,0.0007036879,0.0001048224,0.7422751,0.00015166838,0.00039341627,0.008450038,0.2334462,0.0127203],"study_design_scores_gemma":[0.0012661687,0.00031286612,0.0005520633,0.00061228755,0.0000108827235,0.00003377514,0.1052473,0.00014509147,0.00022016394,0.0021798743,0.88869125,0.00072830525],"about_ca_topic_score_codex":0.0011317607,"about_ca_topic_score_gemma":0.017320693,"teacher_disagreement_score":0.65524507,"about_ca_system_score_codex":0.0007579026,"about_ca_system_score_gemma":0.0010693601,"threshold_uncertainty_score":0.9998607},"labels":[],"label_agreement":null},{"id":"W1521350685","doi":"10.16995/dscn.169","title":"Validating choices: Texts in the &lt;i&gt;Trésor de la Langue Française&lt;/i&gt;","year":2003,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mahalanobis distance; Rank (graph theory); Encyclopedia; Outlier; Field (mathematics); Inclusion (mineral); Humanities; Linguistics; Computer science; History; Library science; Art; Sociology; Artificial intelligence; Mathematics; Philosophy; Social science; Combinatorics","score_opus":0.026365477004975282,"score_gpt":0.275700480275437,"score_spread":0.2493350032704617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521350685","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2052593,0.0626146,0.00008428947,0.001705572,0.0005964726,0.00028704948,0.00027439036,0.000052634456,0.7291257],"genre_scores_gemma":[0.9691072,0.0030818586,0.000014486409,0.0005254317,0.0020819027,0.00009757644,0.000055116932,0.000060784405,0.024975618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730325,0.00040674346,0.0006221671,0.0004950483,0.0003928879,0.0007799076],"domain_scores_gemma":[0.99766576,0.0012733194,0.00024151544,0.0004340046,0.00026552728,0.000119885175],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011601371,0.00048834813,0.0006336809,0.00014067981,0.0009501907,0.0011052275,0.00040410398,0.00017529265,0.00033499187],"category_scores_gemma":[0.0016330455,0.00037620828,0.00035590053,0.00021175973,0.0009681371,0.00036408214,0.00013814973,0.0003876904,0.00012188279],"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":[0.000012369789,0.0007411043,0.0014103283,0.00025414303,0.00061948027,0.00025953425,0.4801648,0.00019727803,0.000034769477,0.5017372,0.013142943,0.001426081],"study_design_scores_gemma":[0.00044709252,0.000057264697,0.00011427454,0.00022200863,0.0000062101817,0.000014327094,0.24950373,0.000067611494,0.000044470402,0.017128533,0.7320054,0.00038906778],"about_ca_topic_score_codex":0.0009914341,"about_ca_topic_score_gemma":0.009323293,"teacher_disagreement_score":0.76384795,"about_ca_system_score_codex":0.00012568479,"about_ca_system_score_gemma":0.00015338382,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W1526240317","doi":"10.16995/dscn.60","title":"Living in the Open","year":2014,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Identity (music); Journalism; Sociology; Political science; Digital media; Panopticon; Media studies; Art; Law; Aesthetics; Politics","score_opus":0.27875282547185626,"score_gpt":0.3437008009365385,"score_spread":0.06494797546468223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526240317","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13149776,0.014248702,0.0049937894,0.037810188,0.0017065038,0.0008226622,0.000022100203,0.00008652197,0.8088118],"genre_scores_gemma":[0.96867436,0.00047939317,0.000028000619,0.0035420116,0.00039049544,0.000049014478,0.000004653588,0.000018757411,0.02681332],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976827,0.000237076,0.00045230438,0.000593172,0.00032256776,0.0007122033],"domain_scores_gemma":[0.9978069,0.0010388623,0.0001545619,0.0006471844,0.00020559102,0.0001468891],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00086403964,0.00038170387,0.0004883732,0.000055248292,0.0003625718,0.0077113733,0.0020083091,0.00010796034,0.000007650514],"category_scores_gemma":[0.0010228861,0.0002382029,0.0001430304,0.0006519229,0.00036531303,0.007904842,0.0027913796,0.0003021695,0.00015988576],"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":[0.000009215687,0.0006085634,0.0008727101,0.000103484876,0.00010318161,0.000148238,0.7672559,0.00010298874,0.000009675747,0.13463159,0.029334433,0.06681999],"study_design_scores_gemma":[0.00045327772,0.00039865175,0.004351948,0.0008159551,2.2385274e-7,0.00023804218,0.23202749,0.0012872905,0.0000484146,0.100764774,0.6589417,0.0006722638],"about_ca_topic_score_codex":0.0012489954,"about_ca_topic_score_gemma":0.0021325748,"teacher_disagreement_score":0.8371766,"about_ca_system_score_codex":0.00010516288,"about_ca_system_score_gemma":0.00009776195,"threshold_uncertainty_score":0.99331874},"labels":[],"label_agreement":null},{"id":"W1535384510","doi":"10.16995/dscn.138","title":"Corpus Linguistics beyond Google: the WebCorp Linguist’s Search Engine","year":2009,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disk formatting; Computer science; World Wide Web; Information retrieval; Search engine; Web standards; Web search engine; Web page; Web search query","score_opus":0.01986126175897783,"score_gpt":0.2839510981054043,"score_spread":0.26408983634642647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535384510","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072585136,0.14191926,0.61370516,0.040221058,0.0058858334,0.0026828563,0.00013301476,0.008918867,0.1139488],"genre_scores_gemma":[0.98886573,0.00034761312,0.007715849,0.0011955398,0.00076705887,0.000021924332,0.000011214884,0.00002392879,0.0010511529],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979812,0.000053847652,0.00037053938,0.0005565405,0.00046599362,0.000571911],"domain_scores_gemma":[0.99781275,0.00031928296,0.00013417267,0.0007831564,0.0008370342,0.00011362344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043568294,0.00034322837,0.0003636158,0.000104422215,0.000443246,0.00063956523,0.0015438196,0.00011481014,0.0000010216406],"category_scores_gemma":[0.0024019303,0.0002403379,0.00012488301,0.00064877636,0.00021801847,0.0002813224,0.000692347,0.00053285714,0.00002575917],"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":[0.00008699425,0.00088660413,0.00077927264,0.00026755588,0.00044130313,0.0010960358,0.25658646,0.0001638031,0.0012093115,0.19200934,0.0358191,0.5106542],"study_design_scores_gemma":[0.0009157133,0.0009817216,0.00019166182,0.00037157856,0.0000011845117,0.00021209088,0.021275483,0.004457899,0.045201518,0.7553267,0.16928023,0.0017842413],"about_ca_topic_score_codex":0.000023492032,"about_ca_topic_score_gemma":0.000014834555,"teacher_disagreement_score":0.91628057,"about_ca_system_score_codex":0.00012585302,"about_ca_system_score_gemma":0.00014133117,"threshold_uncertainty_score":0.9800695},"labels":[],"label_agreement":null},{"id":"W1540720425","doi":"10.16995/dscn.51","title":"Every Track You Take: Analysing the Dynamics of Song and Genre Reception Through Music Downloading","year":2014,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Musical; Download; Upload; Mainstream; Popular music; History; Media studies; Advertising; Art; Literature; Sociology; Computer science; World Wide Web; Philosophy; Theology; Business","score_opus":0.04013234171988578,"score_gpt":0.22685249088176584,"score_spread":0.18672014916188007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540720425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073701,0.0017095294,0.00044500772,0.0004987962,0.00038695996,0.00015865301,0.000055337412,0.000056361994,0.089319244],"genre_scores_gemma":[0.9948659,0.00011671117,0.0000044566973,0.00021573054,0.00045837622,0.000013948206,0.000036477963,0.000014814225,0.0042735655],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991299,0.000053131444,0.00026081267,0.00022996348,0.00014168274,0.00018450039],"domain_scores_gemma":[0.9994031,0.00008673434,0.00016465432,0.00017909067,0.00013933629,0.000027088634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019939411,0.00018114691,0.00029773606,0.000027987231,0.0007312861,0.00015098402,0.0001086344,0.000052537194,0.00008646932],"category_scores_gemma":[0.00007606598,0.000121779405,0.0001140681,0.00005715205,0.00051044486,0.0005553645,0.000065265085,0.00014904865,0.000008860164],"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":[0.000021744245,0.000051889263,0.0001996555,0.00011869499,0.00020670114,0.0000016215381,0.95994395,0.000030837873,0.000062580824,0.023300884,0.0056320103,0.010429453],"study_design_scores_gemma":[0.00020007373,0.0000760611,0.00010680203,0.00008817612,0.0000025612287,0.000004376356,0.8043773,0.00028774413,0.00003250422,0.0049124015,0.18969202,0.00021998849],"about_ca_topic_score_codex":0.000112646034,"about_ca_topic_score_gemma":0.0061048744,"teacher_disagreement_score":0.18406,"about_ca_system_score_codex":0.00005954509,"about_ca_system_score_gemma":0.000012349171,"threshold_uncertainty_score":0.56245357},"labels":[],"label_agreement":null},{"id":"W1557900595","doi":"10.16995/dscn.82","title":"Prototyping the Renaissance English Knowledgebase (REKn) and Professional Reading Environment (PReE), Past, Present, and Future Concerns: A Digital Humanities Project Narrative","year":2010,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"The Renaissance; Reading (process); Narrative; Adaptation (eye); Computer science; Visual arts; World Wide Web; Multimedia; Library science; Art; Psychology; Literature; Linguistics; Art history","score_opus":0.042223157924923295,"score_gpt":0.26382277401388726,"score_spread":0.22159961608896397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557900595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8166031,0.0042951116,0.0000024887192,0.0016873822,0.0011493536,0.0021717134,0.00039935502,0.00019550874,0.17349595],"genre_scores_gemma":[0.97357464,0.00029084968,0.000002975498,0.00014772582,0.007089193,0.00082796026,0.00006504358,0.000059483442,0.017942145],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980639,0.000065785614,0.0004436227,0.0005929767,0.00032721422,0.0005064764],"domain_scores_gemma":[0.99876034,0.00032786097,0.00022578727,0.0003124375,0.00027889846,0.0000946632],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00026584696,0.00049468764,0.00044376825,0.00008085769,0.0019066606,0.0026309688,0.00027784487,0.000097257645,0.00006665393],"category_scores_gemma":[0.000113855,0.00033292672,0.00011003622,0.00004212338,0.0022004528,0.0029418939,0.0005680283,0.0006724185,0.000007868585],"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":[0.00010276898,0.00016327595,0.00061684474,0.00019286301,0.00021076697,0.000016583454,0.95284617,2.3389306e-7,0.000007032538,0.026399361,0.011345329,0.008098789],"study_design_scores_gemma":[0.0003053613,0.0001331391,0.00008846837,0.0001085054,7.4265387e-7,0.000009090075,0.49701956,0.000004544942,0.000018415049,0.003194105,0.49884918,0.00026887452],"about_ca_topic_score_codex":0.000023870678,"about_ca_topic_score_gemma":0.00029278424,"teacher_disagreement_score":0.48750386,"about_ca_system_score_codex":0.00004837925,"about_ca_system_score_gemma":0.00006514468,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W1558250735","doi":"10.16995/dscn.263","title":"CARAT–Computer-Assisted Reading and Analysis of Texts: The Appropriation of a Technology","year":2009,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Appropriation; Reading (process); Computer science; Cognition; Resistance (ecology); Cognitive science; Data science; Epistemology; Psychology; Linguistics; Philosophy","score_opus":0.03300535373907686,"score_gpt":0.2438705550559096,"score_spread":0.21086520131683273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558250735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95504385,0.0011862466,0.0001031022,0.00069032377,0.00006912229,0.0001601488,0.000096606105,0.000052872783,0.04259772],"genre_scores_gemma":[0.998964,0.00008095463,0.000008067033,0.00007380887,0.00008079972,0.000010129033,0.000029311166,0.0000076115402,0.00074531545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99910545,0.000019530991,0.00037224955,0.00019339818,0.00014527985,0.00016409642],"domain_scores_gemma":[0.999165,0.00010564496,0.00022332078,0.00020757834,0.00027662766,0.000021827613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014958649,0.00015222488,0.00045121633,0.00028161457,0.00021893904,0.00020651091,0.00016148684,0.000047067682,0.0000074937248],"category_scores_gemma":[0.000068844136,0.0001046126,0.00014192922,0.0002491242,0.00048879255,0.00042517038,0.000093225506,0.00010024372,8.794181e-7],"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":[0.00005378549,0.0003316388,0.0021721446,0.000101633705,0.002513814,0.0000066707844,0.6827106,0.00003709539,0.000094713505,0.21407878,0.0004570905,0.09744204],"study_design_scores_gemma":[0.00045983354,0.00073969126,0.006083625,0.00014342683,0.000019409103,0.000006785145,0.93172026,0.000291467,0.000351323,0.04169675,0.018113814,0.00037362598],"about_ca_topic_score_codex":0.00003397033,"about_ca_topic_score_gemma":0.00029576247,"teacher_disagreement_score":0.24900965,"about_ca_system_score_codex":0.000024372339,"about_ca_system_score_gemma":0.000014719466,"threshold_uncertainty_score":0.4265978},"labels":[],"label_agreement":null},{"id":"W1565999497","doi":"10.16995/dscn.37","title":"Digital Humanities at Siberian Federal University","year":2015,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Library Science and Information","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital humanities; Scholarship; Digital scholarship; Humanities; Promotion (chess); Library science; Incentive; Political science; Computer science; Art; Politics; Law","score_opus":0.04277334331907143,"score_gpt":0.21473596226571676,"score_spread":0.17196261894664533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565999497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5638155,0.00016029915,0.008489014,0.0019901413,0.0005117,0.00016099268,0.000033703243,0.00036572624,0.42447296],"genre_scores_gemma":[0.98026586,0.000024886665,0.00004980047,0.0003635879,0.00008098484,0.0000019925835,0.00002813885,0.000005600892,0.019179156],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989718,0.000016229464,0.0001733007,0.00025647148,0.000281312,0.00030085057],"domain_scores_gemma":[0.9993313,0.000042149633,0.00008794637,0.0002668709,0.00014571163,0.00012600199],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000097903365,0.00016079166,0.00017386576,0.00007857472,0.00040595818,0.0009493995,0.0006433025,0.000041699273,0.0000023487053],"category_scores_gemma":[0.00005983445,0.00014560217,0.0000707143,0.0002720602,0.0002009004,0.016709875,0.0010552055,0.000069378606,0.00021425163],"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":[0.00007715819,0.00022359348,0.013561115,0.00006270842,0.00018555559,0.00015839303,0.8219606,0.00023304705,0.000021872682,0.033561848,0.09720607,0.032748003],"study_design_scores_gemma":[0.0008038697,0.00032102238,0.00093524135,0.00002869999,6.618513e-8,0.000051631512,0.4464152,0.0012689085,0.0004674303,0.010868169,0.53825444,0.00058530824],"about_ca_topic_score_codex":0.000010915947,"about_ca_topic_score_gemma":0.000023172865,"teacher_disagreement_score":0.44104838,"about_ca_system_score_codex":0.00017789716,"about_ca_system_score_gemma":0.00011508324,"threshold_uncertainty_score":0.9970429},"labels":[],"label_agreement":null},{"id":"W1600472052","doi":"10.16995/dscn.108","title":"The Canadian Century Research Infrastructure: Enabling Humanities and Social Science Research in the Digital Age","year":2009,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Digital humanities; Sociology; Humanities; Data science; Political science; Social science; Computer science; Art","score_opus":0.12675040541973878,"score_gpt":0.3986544782772648,"score_spread":0.27190407285752605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600472052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61487436,0.0014316252,0.0000013715213,0.016075991,0.00009523584,0.00038795738,0.000048114864,0.000023041432,0.36706227],"genre_scores_gemma":[0.99784166,0.0010887083,9.026746e-7,0.00022585534,0.00037578717,0.000019379406,0.000011517075,0.0000068680047,0.0004293142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962998,0.00041580014,0.00023026083,0.00037938997,0.0014381405,0.0012366029],"domain_scores_gemma":[0.99813354,0.0011279925,0.00004248273,0.00022981889,0.00036488296,0.00010128592],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.007241862,0.00012815862,0.00017878931,0.00041041756,0.014934112,0.0065127346,0.0011420748,0.000053831754,0.0000015977228],"category_scores_gemma":[0.0018322015,0.00008163662,0.00005201868,0.001651573,0.0065168664,0.0010872628,0.00038839283,0.00072315463,0.000005263949],"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":[0.0000057058905,0.000028490429,0.0018008621,0.0000074141817,0.000019810654,0.00005033535,0.8594929,0.0000012081312,0.000012585009,0.07497349,0.0024517812,0.061155397],"study_design_scores_gemma":[0.000052690415,0.000025723628,0.006066275,0.00001884559,5.9225556e-8,0.0000011170507,0.7034711,0.0000028486054,0.000002466079,0.038837187,0.25143793,0.00008374752],"about_ca_topic_score_codex":0.021469418,"about_ca_topic_score_gemma":0.36568525,"teacher_disagreement_score":0.3829673,"about_ca_system_score_codex":0.00044044276,"about_ca_system_score_gemma":0.00083216716,"threshold_uncertainty_score":0.99618685},"labels":[],"label_agreement":null},{"id":"W1604201596","doi":"10.16995/dscn.174","title":"Sexism And Language : What Can The Web Teach Us?","year":2000,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; World Wide Web; Linguistics; Sociology; Psychology; Philosophy","score_opus":0.01941048340482472,"score_gpt":0.2942317199895932,"score_spread":0.2748212365847685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604201596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80243075,0.017186461,0.000003067355,0.010897298,0.0002903237,0.00032722927,0.000027711756,0.00014413874,0.16869302],"genre_scores_gemma":[0.9737293,0.0105404025,0.000005154627,0.0009880145,0.00041987747,0.0000692464,0.0000062011245,0.000023056438,0.014218742],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983816,0.00015057066,0.00020499494,0.0003723663,0.000349951,0.0005405242],"domain_scores_gemma":[0.99918413,0.00027529604,0.00005799991,0.000304256,0.00007146459,0.00010685946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004730749,0.00022799105,0.00028580835,0.00003128088,0.0012783959,0.0004853303,0.00034829328,0.0000839022,0.00008209294],"category_scores_gemma":[0.00028989563,0.00016443209,0.000082576065,0.0002445517,0.0010899066,0.000568487,0.0002533514,0.00021856194,0.000044172924],"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":[0.000005874682,0.000034999743,0.0016763918,0.0000122620995,0.00012299765,0.000029328932,0.94724905,0.0000022332963,0.0000067965034,0.00025712053,0.0036562092,0.046946716],"study_design_scores_gemma":[0.00017759026,0.000023981536,0.0005745403,0.000026079468,3.4631327e-7,0.000006250715,0.83722126,0.0000023680095,0.000018771614,0.0008878587,0.16087484,0.00018608579],"about_ca_topic_score_codex":0.001143758,"about_ca_topic_score_gemma":0.012797123,"teacher_disagreement_score":0.17129856,"about_ca_system_score_codex":0.00011446541,"about_ca_system_score_gemma":0.000083451734,"threshold_uncertainty_score":0.9832517},"labels":[],"label_agreement":null},{"id":"W1685233465","doi":"10.16995/dscn.79","title":"Some Considerations about the Future of Reading","year":2010,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reading (process); Perspective (graphical); Natural (archaeology); Computer science; Linguistics; Psychology; History; Artificial intelligence; Philosophy","score_opus":0.02354459638458901,"score_gpt":0.29845878610820215,"score_spread":0.27491418972361314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1685233465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59597605,0.002975063,0.00001186774,0.015763218,0.0021468424,0.0003479811,0.000058916143,0.00009229446,0.38262776],"genre_scores_gemma":[0.98911005,0.0010971313,0.000010051447,0.00035748945,0.0015457781,0.000031099935,0.0000051642337,0.000011095714,0.007832124],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907887,0.000030379471,0.00021625009,0.0001656401,0.00024116658,0.00026770224],"domain_scores_gemma":[0.9990122,0.00038873492,0.00010577877,0.0001899249,0.00021543965,0.0000879351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003100138,0.000115713076,0.00020719848,0.00002940788,0.00033932566,0.0001923032,0.00016949535,0.000080444996,0.000015261829],"category_scores_gemma":[0.0008501134,0.000080214464,0.00010538311,0.00014118264,0.0008716388,0.0006069741,0.00009463865,0.00019628537,0.000016586222],"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":[0.0000063087573,0.00010032353,0.0012530236,0.000023165785,0.00011915299,0.000008857276,0.6622764,0.0000024925637,0.00024430186,0.28607628,0.010800425,0.039089296],"study_design_scores_gemma":[0.00008652169,0.000015839112,0.00023680672,0.000015225495,1.5177392e-7,0.0000021639478,0.46337745,5.737042e-7,0.00018094305,0.034042202,0.5019532,0.000088915454],"about_ca_topic_score_codex":0.00006178192,"about_ca_topic_score_gemma":0.0030418774,"teacher_disagreement_score":0.49115276,"about_ca_system_score_codex":0.000021983604,"about_ca_system_score_gemma":0.00017549584,"threshold_uncertainty_score":0.3271051},"labels":[],"label_agreement":null},{"id":"W1707236347","doi":"10.16995/dscn.259","title":"The Balance between On-line and In-person Interactions: Methods for the Development of Digital Humanities Collaboration","year":2011,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Balance (ability); Digital humanities; Context (archaeology); Knowledge management; Sociology; Public relations; Political science; Computer science; Library science; Psychology; Geography","score_opus":0.22524449536133065,"score_gpt":0.35196323169402055,"score_spread":0.1267187363326899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1707236347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.777749,0.0038944331,0.0013996889,0.0010237027,0.0009225659,0.0013354839,0.00039674077,0.00008709649,0.2131913],"genre_scores_gemma":[0.9934901,0.000082557955,0.000053281787,0.000058979847,0.00020604311,0.0002226555,0.0000284074,0.000021248854,0.005836744],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99900305,0.000032480802,0.00041799532,0.0001975108,0.0001208111,0.00022814782],"domain_scores_gemma":[0.997926,0.0014230796,0.0001719227,0.00015894225,0.00029545926,0.000024590088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899288,0.0001998147,0.00026862186,0.00006225045,0.0009194051,0.00085483125,0.00020249035,0.000025350313,0.000008275365],"category_scores_gemma":[0.00029892195,0.000120114455,0.00006725682,0.000048376376,0.00056093466,0.0011111296,0.00009251594,0.00013297376,0.0000032919181],"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":[0.00015520293,0.000110193956,0.0006159664,0.00007001881,0.00029554332,6.395596e-7,0.9020846,0.000001780591,0.0000020354119,0.036880903,0.00043447106,0.05934865],"study_design_scores_gemma":[0.00025272524,0.00018073054,0.00038658138,0.000079097765,7.5186273e-7,6.2744135e-7,0.8064985,0.000015832737,0.00027476202,0.013599675,0.17854846,0.00016221263],"about_ca_topic_score_codex":0.000013013123,"about_ca_topic_score_gemma":0.0019308229,"teacher_disagreement_score":0.2157411,"about_ca_system_score_codex":0.00006080677,"about_ca_system_score_gemma":0.00004875106,"threshold_uncertainty_score":0.8243158},"labels":[],"label_agreement":null},{"id":"W1717587608","doi":"10.16995/dscn.114","title":"‘Buried Beneath the Waves’: Using GIS to Examine the Physical and Social Impact of a Historical Flood","year":2009,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Flood myth; Natural disaster; Geographic information system; Natural (archaeology); Environmental planning; Geography; Environmental resource management; History; Cartography; Archaeology; Meteorology; Environmental science","score_opus":0.0264186060125629,"score_gpt":0.2955787336976662,"score_spread":0.2691601276851033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1717587608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99241555,0.00014027761,0.0002770947,0.0037268796,0.000048411584,0.00033802234,0.000009275491,0.000020549785,0.003023923],"genre_scores_gemma":[0.99928045,0.000028459272,0.000020583626,0.00015237842,0.00016031576,0.000013632269,0.000002467536,0.000009502408,0.00033220617],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990322,0.000035523233,0.00016642436,0.00024383786,0.00026379482,0.00025819754],"domain_scores_gemma":[0.9996231,0.00006806039,0.000073801806,0.00017515349,0.000012963075,0.00004687376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014466648,0.00018085024,0.0002549434,0.000017506238,0.0003205925,0.00005582074,0.00020233846,0.000026051583,0.0000061960327],"category_scores_gemma":[0.000030154712,0.00009613274,0.00012386982,0.00019360379,0.00018598935,0.00019309828,0.00038882717,0.00009270421,0.0000051413012],"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":[0.0002968307,0.0026125128,0.019853752,0.00005417417,0.0011550852,0.00003464399,0.82645464,0.0043571033,0.018848082,0.00080000365,0.043643977,0.0818892],"study_design_scores_gemma":[0.0034169448,0.004735374,0.62091124,0.00008528616,0.000022476215,0.000030220459,0.2997381,0.0064339037,0.0025075707,0.019543512,0.04063924,0.0019361393],"about_ca_topic_score_codex":0.00037108146,"about_ca_topic_score_gemma":0.00007834618,"teacher_disagreement_score":0.60105747,"about_ca_system_score_codex":0.0003835039,"about_ca_system_score_gemma":0.000010120473,"threshold_uncertainty_score":0.39201793},"labels":[],"label_agreement":null},{"id":"W1735172377","doi":"10.16995/dscn.48","title":"The Rise, Fall, and Rise of ACTA?","year":2014,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Political science; Humanities; Intellectual property; Parliament; European union; Law; Art; International trade; Business; Politics","score_opus":0.021482130868948082,"score_gpt":0.22469262110646387,"score_spread":0.2032104902375158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1735172377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4932457,0.13385345,0.00025078916,0.0290261,0.0018961042,0.00056909473,0.000021443491,0.000099849196,0.34103748],"genre_scores_gemma":[0.9665551,0.007568333,0.00000237569,0.0003059194,0.0010014297,0.000023639752,0.0000052074574,0.000039644394,0.024498304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839544,0.000039582643,0.00047230566,0.00037863682,0.00023561044,0.0004784157],"domain_scores_gemma":[0.9983159,0.0004900749,0.00026957665,0.00032534325,0.0005678607,0.000031294057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005365802,0.0003551614,0.00047962088,0.00007443234,0.00065092044,0.0007556321,0.0003326259,0.000114982606,0.00007473978],"category_scores_gemma":[0.0017166617,0.00022832851,0.00015820863,0.00030905704,0.0010373769,0.0018189674,0.0008317064,0.00023651241,0.00016499708],"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":[0.0003070588,0.00042065117,0.006070421,0.0017987883,0.00088889734,0.000008813083,0.034195863,0.000004142547,0.00012143007,0.0038894427,0.72672355,0.22557092],"study_design_scores_gemma":[0.0004293314,0.00007564667,0.00035563827,0.00024977486,0.0000017882397,0.000002863986,0.050539542,0.0027668357,0.00012322521,0.010573249,0.93457484,0.00030728028],"about_ca_topic_score_codex":0.00046375633,"about_ca_topic_score_gemma":0.00063037785,"teacher_disagreement_score":0.47330946,"about_ca_system_score_codex":0.000035929574,"about_ca_system_score_gemma":0.000025638128,"threshold_uncertainty_score":0.9310967},"labels":[],"label_agreement":null},{"id":"W1735861005","doi":"10.16995/dscn.45","title":"Anna Munster. An Aesthesia of Networks: Conjunctive Experience in Art and Technology. Cambridge, MA: MIT Press. 2013. ISBN: 9780262018951 (hardcover)","year":2015,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Representation (politics); Variety (cybernetics); Art history; Computer science; History; Sociology; Artificial intelligence; Political science; Law","score_opus":0.03184968580466924,"score_gpt":0.2829127350074767,"score_spread":0.2510630492028075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1735861005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793499,0.0054789637,0.004080972,0.00039045388,0.00006893637,0.0005072307,0.00004530704,0.00013762208,0.009940623],"genre_scores_gemma":[0.9987394,0.00028447568,0.00008579504,0.00004222489,0.00012581106,0.00019712468,0.00004223458,0.000031202686,0.00045171476],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99833536,0.00006371535,0.00047526316,0.00053140405,0.0001875709,0.0004067094],"domain_scores_gemma":[0.9987652,0.000067335044,0.00025355042,0.00047189245,0.00032168525,0.00012037478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020308037,0.0003437398,0.0006995773,0.00014520515,0.00007801207,0.000085779175,0.00030804944,0.00009790652,0.0000033247802],"category_scores_gemma":[0.00002749126,0.00032328174,0.000091228976,0.00044885892,0.00054781314,0.0006632506,0.00042748978,0.00023200212,0.0000043616405],"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":[0.0005048196,0.002497303,0.66686946,0.000104842075,0.0018276573,0.00008409157,0.1129505,0.0017113677,0.00020845553,0.0097206235,0.15764947,0.045871407],"study_design_scores_gemma":[0.0042122086,0.0019642178,0.006800601,0.00071526546,0.000011022635,0.00003122041,0.73121375,0.010996603,0.005783678,0.034500413,0.20096323,0.002807795],"about_ca_topic_score_codex":0.00026815245,"about_ca_topic_score_gemma":0.000095844196,"teacher_disagreement_score":0.66006887,"about_ca_system_score_codex":0.00005510437,"about_ca_system_score_gemma":0.000048061505,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W1782895423","doi":"10.16995/dscn.53","title":"The House of the Future: Mediating Open Enclosures","year":2014,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Fantasy; Object (grammar); Humanities; Art; Space (punctuation); Art history; Aesthetics; Philosophy; Literature; Linguistics","score_opus":0.027037823894052074,"score_gpt":0.2360196143536275,"score_spread":0.20898179045957543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1782895423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85703754,0.028294943,0.00017877604,0.020485766,0.0030386236,0.0007784503,0.00013404978,0.00007344769,0.089978404],"genre_scores_gemma":[0.9949473,0.0029925841,0.0000073876286,0.0002478146,0.00051224785,0.000087437336,0.0000019459203,0.00002605771,0.0011771972],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988782,0.000024344052,0.000505587,0.00026064922,0.00006034419,0.00027091836],"domain_scores_gemma":[0.99862415,0.00045896161,0.00039077338,0.00041007422,0.00007693878,0.000039123668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064043794,0.00016468579,0.00045404353,0.000028984387,0.00050754036,0.00013080682,0.0006688178,0.00004775774,0.00000266537],"category_scores_gemma":[0.0013663569,0.000100546036,0.00014406873,0.00019399717,0.0002757715,0.00020750557,0.0008484385,0.00012983798,0.000031186883],"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":[0.00008559563,0.00034471264,0.35224742,0.0002603474,0.0015005474,0.000004034807,0.36005777,0.000057582864,0.00003890042,0.18443187,0.0663017,0.03466953],"study_design_scores_gemma":[0.000895208,0.00011335981,0.020071443,0.000047328238,4.3327768e-7,0.000004385968,0.2069548,0.00004246458,0.00049706805,0.105050586,0.6659648,0.0003581582],"about_ca_topic_score_codex":0.00006773803,"about_ca_topic_score_gemma":0.00050927943,"teacher_disagreement_score":0.5996631,"about_ca_system_score_codex":0.000036133984,"about_ca_system_score_gemma":0.000020608222,"threshold_uncertainty_score":0.41001484},"labels":[],"label_agreement":null},{"id":"W1816866000","doi":"10.16995/dscn.52","title":"\"To think a world without thought\": Negotiating Speculative Realism in a Digital Humanities Practice","year":2014,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital humanities; Negotiation; Realism; Humanities; Epistemology; Aesthetics; Philosophy; Sociology; Social science","score_opus":0.05699216325544546,"score_gpt":0.2806285934743793,"score_spread":0.22363643021893384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1816866000","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29959896,0.0005273567,0.000078411154,0.0011214127,0.0005486666,0.00055083487,0.00017353293,0.0002605219,0.6971403],"genre_scores_gemma":[0.9372093,0.00002924281,0.000020657722,0.0017727719,0.0013438025,0.00012259278,0.0000859886,0.00009811697,0.059317503],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99704707,0.00009846409,0.0007909432,0.0006932194,0.0005533674,0.00081692386],"domain_scores_gemma":[0.9974614,0.0009827302,0.0003163026,0.00044493302,0.0006334826,0.00016119114],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005297491,0.0006023918,0.00077994494,0.00038571729,0.0007703803,0.0053978455,0.00044722742,0.00006986212,0.00005119321],"category_scores_gemma":[0.0019235522,0.00053957093,0.00020049476,0.00020309488,0.00059459166,0.0061968835,0.000509059,0.00051817286,0.00018604579],"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":[0.00010773,0.00023255534,0.0006394777,0.00006333492,0.0001740226,0.00004296804,0.643729,0.0000773766,8.635824e-7,0.3497961,0.003310789,0.0018258379],"study_design_scores_gemma":[0.0004327721,0.00020000892,0.00011305439,0.00021635763,7.591163e-7,0.000009657651,0.5601576,0.000038716604,0.0000059583454,0.02827612,0.41002136,0.00052759843],"about_ca_topic_score_codex":0.00040405427,"about_ca_topic_score_gemma":0.0074837594,"teacher_disagreement_score":0.6378228,"about_ca_system_score_codex":0.00023029033,"about_ca_system_score_gemma":0.00006114181,"threshold_uncertainty_score":0.99970555},"labels":[],"label_agreement":null},{"id":"W1819348145","doi":"10.16995/dscn.42","title":"La littérature numérique, existe-t-elle?","year":2015,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Adjective; Humanities; Trilogy; Philosophy; Computer science; Linguistics; Artificial intelligence; Noun","score_opus":0.22904705573995346,"score_gpt":0.32840615206447377,"score_spread":0.09935909632452031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819348145","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036782764,0.17732042,0.00472495,0.02484201,0.0040963893,0.00063029974,0.00019953899,0.0005277853,0.75087583],"genre_scores_gemma":[0.8221696,0.004205247,0.000100255886,0.0013430987,0.0012293117,0.00004991962,0.00005617825,0.00007639706,0.17076997],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956517,0.0002551749,0.0008101668,0.0011895014,0.0007907454,0.0013027077],"domain_scores_gemma":[0.9958146,0.0004026271,0.00033898925,0.0009846739,0.001320366,0.0011387067],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005407873,0.0009715085,0.0010349518,0.00012693065,0.00036933986,0.005033999,0.0010758095,0.0005773872,0.00001247112],"category_scores_gemma":[0.0011687562,0.0007707528,0.00045222935,0.0012515218,0.0010390537,0.0083535705,0.0017874276,0.00081953075,0.0006226031],"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":[0.0000961274,0.0010769512,0.0002047959,0.00039540147,0.0006212289,0.0022561648,0.6194038,0.00022150182,0.00003331315,0.086573824,0.24632885,0.04278805],"study_design_scores_gemma":[0.00089525257,0.00043382723,0.000069751266,0.00048560905,4.1552792e-7,0.0008864765,0.23600021,0.00027540335,0.0003420646,0.067719646,0.6919762,0.0009151318],"about_ca_topic_score_codex":0.00025382047,"about_ca_topic_score_gemma":0.00046505817,"teacher_disagreement_score":0.78538686,"about_ca_system_score_codex":0.0004334513,"about_ca_system_score_gemma":0.0005889942,"threshold_uncertainty_score":0.99947435},"labels":[],"label_agreement":null},{"id":"W1875686838","doi":"10.16995/dscn.139","title":"Linking Fancy unto Fancy: Towards a Semantic Codex","year":2009,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Meaning (existential); Computer science; Automatic summarization; Hypertext; Reading (process); Representation (politics); Interpretation (philosophy); Dimension (graph theory); Set (abstract data type); Linguistics; Artificial intelligence; Epistemology; Philosophy; World Wide Web; Mathematics","score_opus":0.03232175263403574,"score_gpt":0.30173998544897657,"score_spread":0.2694182328149408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875686838","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030564962,0.40485588,0.48581177,0.050014,0.002802961,0.001037597,0.00008363808,0.0025538716,0.022275321],"genre_scores_gemma":[0.9750028,0.00338403,0.009300099,0.002196026,0.0008148703,0.000046649977,0.00002435672,0.00006152625,0.009169627],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958375,0.00012679104,0.0008151259,0.0012438154,0.00070726295,0.0012694999],"domain_scores_gemma":[0.9974776,0.0001838086,0.00039436654,0.000926025,0.0007675361,0.00025064783],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005256613,0.00081275596,0.000984412,0.00021597961,0.0005570468,0.0015040154,0.0015487993,0.0003970988,0.000007181056],"category_scores_gemma":[0.0006256534,0.0007814255,0.00035062296,0.0011766066,0.00042497,0.0031114249,0.0011425099,0.0008434116,0.00009349283],"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":[0.00002967899,0.00048002411,0.00029261524,0.00066702644,0.00022826671,0.0008650451,0.20315368,0.000016699581,0.00028108203,0.032773525,0.0038240564,0.7573883],"study_design_scores_gemma":[0.001139825,0.0011953993,0.00041084207,0.0060138907,0.0000028785435,0.00058370724,0.034662116,0.0038424784,0.014010966,0.8532782,0.08212892,0.0027307626],"about_ca_topic_score_codex":0.00015222485,"about_ca_topic_score_gemma":0.00014938526,"teacher_disagreement_score":0.94443786,"about_ca_system_score_codex":0.00038189194,"about_ca_system_score_gemma":0.00040210193,"threshold_uncertainty_score":0.9995325},"labels":[],"label_agreement":null},{"id":"W2101739255","doi":"10.16995/dscn.156","title":"Phonetic Structure and Acquisition of Laryngeal and Pharyngeal Articulations: Text-Analysis Considerations","year":2005,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Linguistics; XML; Computer science; Coding (social sciences); Language development; Natural language processing; Psychology; World Wide Web; Sociology","score_opus":0.029324060995248286,"score_gpt":0.3260013930713896,"score_spread":0.29667733207614133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101739255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98920584,0.005914104,0.00018592634,0.0025192522,0.000057934503,0.00020542211,0.00021941957,0.000024117495,0.0016680097],"genre_scores_gemma":[0.9990702,0.00026219565,0.000048871232,0.00015636152,0.000082392355,0.000031234144,0.000056977744,0.000011407034,0.000280357],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99896014,0.000079077494,0.0002975577,0.00031263856,0.00011734511,0.00023326014],"domain_scores_gemma":[0.9991595,0.00032014484,0.00008739462,0.00019852273,0.0001541482,0.00008027036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011298671,0.00015041808,0.00036595596,0.00017709853,0.00017890769,0.000056426838,0.000049283226,0.00010221463,0.0001857285],"category_scores_gemma":[0.00007710908,0.00013777966,0.00006537537,0.00026793688,0.00042627854,0.00016051474,0.000107791144,0.00014556284,0.000009398276],"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":[0.0003148643,0.0009843792,0.15098134,0.00016453497,0.013296567,0.00007911774,0.79261035,0.0008995265,0.009817337,0.0055176574,0.0069421125,0.018392237],"study_design_scores_gemma":[0.0031055207,0.0005457544,0.81205827,0.000038052054,0.00003980105,0.00022492414,0.11702639,0.0014910223,0.0036692035,0.059496507,0.0015834025,0.00072112976],"about_ca_topic_score_codex":0.00006445849,"about_ca_topic_score_gemma":0.0005118902,"teacher_disagreement_score":0.67558396,"about_ca_system_score_codex":0.000019225938,"about_ca_system_score_gemma":0.000024148756,"threshold_uncertainty_score":0.5618491},"labels":[],"label_agreement":null},{"id":"W2108012745","doi":"10.16995/dscn.34","title":"Alternate Reality Game and Culural Heritage: The “Aequilibrium” Project","year":2015,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Adventure; Grassroots; Sociology; Art; Political science; Art history","score_opus":0.08165214211815851,"score_gpt":0.3199687955268779,"score_spread":0.23831665340871938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108012745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7127447,0.003988081,0.18083969,0.060148414,0.0005464195,0.0020357878,0.00012238145,0.0009841464,0.038590368],"genre_scores_gemma":[0.99835503,0.00017391409,0.00007621099,0.00033716692,0.00011017918,0.00018517807,0.0000114337145,0.00001422516,0.0007366531],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985217,0.00009093825,0.00027875107,0.00047716728,0.00029671518,0.00033472135],"domain_scores_gemma":[0.9987195,0.00013226632,0.00012744658,0.00070267695,0.00020306496,0.000115007846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004303802,0.00021072086,0.0002447838,0.000035476467,0.00018026528,0.0004131899,0.0007449955,0.000048923925,2.3746205e-7],"category_scores_gemma":[0.00018812291,0.00014575919,0.0000641188,0.00033350193,0.00036356947,0.00091863883,0.0012071974,0.00017386605,0.000019460058],"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":[0.00008212493,0.0007377437,0.0045029577,0.00022485013,0.00095110363,0.00011240257,0.82954454,0.00065182813,0.00034361365,0.054376386,0.067709476,0.040762957],"study_design_scores_gemma":[0.002748269,0.0005690457,0.0023756938,0.00014695058,0.0000016203359,0.0005731518,0.46338674,0.03486181,0.0015682653,0.21780516,0.2742192,0.0017440929],"about_ca_topic_score_codex":0.00027005243,"about_ca_topic_score_gemma":0.00013651079,"teacher_disagreement_score":0.3661578,"about_ca_system_score_codex":0.00009845561,"about_ca_system_score_gemma":0.00011852278,"threshold_uncertainty_score":0.59438866},"labels":[],"label_agreement":null},{"id":"W2110055796","doi":"10.16995/dscn.106","title":"Transitions: A Prologue and Preview of Digital Humanities Research in Canada","year":2010,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Scholarship; Digital humanities; Prologue; Cloud computing; Computer science; State (computer science); World Wide Web; Media studies; Humanities; Sociology; Political science; Law; Art; Literature","score_opus":0.13101195790733292,"score_gpt":0.2954485069694689,"score_spread":0.16443654906213598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110055796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8215278,0.0030519816,5.0966133e-7,0.0007310312,0.00020747671,0.00041917354,0.00045028725,0.00002765353,0.17358413],"genre_scores_gemma":[0.99647266,0.00033526125,9.153533e-7,0.000097730466,0.00018645413,0.00013059934,0.00005011,0.000027544764,0.0026987274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983077,0.0000459426,0.0005066552,0.00032040157,0.0003585026,0.00046080034],"domain_scores_gemma":[0.9988626,0.0003345009,0.00008876846,0.00023208054,0.0004086988,0.000073349926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036248076,0.00023893795,0.00047883674,0.00016418938,0.00036681868,0.000726276,0.00024204141,0.000046627054,0.00006372811],"category_scores_gemma":[0.0001798984,0.00020653637,0.0000758349,0.00008679813,0.0012264093,0.0016058326,0.00017300065,0.0005226397,0.0000064435562],"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":[0.00009889418,0.0004698799,0.0049410476,0.0015481956,0.00025556848,0.00012222148,0.7453756,0.000002227578,0.000017083967,0.22679824,0.003384212,0.016986836],"study_design_scores_gemma":[0.00036846832,0.0001806709,0.00031893037,0.0002857825,3.578055e-7,0.00001631684,0.76709974,0.00000360103,0.000030639974,0.044893883,0.1864918,0.00030982637],"about_ca_topic_score_codex":0.07155526,"about_ca_topic_score_gemma":0.93549675,"teacher_disagreement_score":0.8639415,"about_ca_system_score_codex":0.00009899703,"about_ca_system_score_gemma":0.00040517162,"threshold_uncertainty_score":0.93462735},"labels":[],"label_agreement":null},{"id":"W2120311929","doi":"10.16995/dscn.247","title":"NUMEXCO: A Text Mining Approach to Thematic Analysis of a Philosophical Corpus","year":2005,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Thematic analysis; Software; Thematic map; Modular design; Data science; Corpus linguistics; Natural language processing; Artificial intelligence; Sociology; Qualitative research; Social science; Programming language; Cartography","score_opus":0.028250558886101083,"score_gpt":0.2763301992438175,"score_spread":0.24807964035771643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120311929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4969076,0.0007138463,0.4552765,0.0072410707,0.000103541686,0.0003009303,0.00001997089,0.00027172497,0.039164845],"genre_scores_gemma":[0.99260855,0.000014648066,0.0063536046,0.00029107038,0.00014085705,0.000050774248,0.00000934584,0.000014895856,0.0005162521],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99826247,0.00006280937,0.00043519863,0.0005270141,0.00037038513,0.0003421227],"domain_scores_gemma":[0.9987565,0.00026270005,0.0001693549,0.0005254222,0.00014887031,0.00013711253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003221969,0.0002446988,0.0006770639,0.00031491826,0.00014024216,0.00015389347,0.00068159675,0.000057824098,0.000002391922],"category_scores_gemma":[0.00033718772,0.00019996165,0.0002587035,0.0016653993,0.000091390066,0.00035529456,0.0005450233,0.00016581625,0.00002413907],"study_design_candidate":"simulation_or_modeling","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":[0.000039256593,0.0019003719,0.0052363407,0.000257538,0.005392427,0.000030285619,0.6895582,0.04363818,0.00009871698,0.016115699,0.0011236959,0.23660927],"study_design_scores_gemma":[0.0012730607,0.00056596764,0.002647309,0.00024121423,0.000012983226,0.00007379141,0.10587125,0.8687432,0.00038962532,0.011740905,0.0069693043,0.0014713961],"about_ca_topic_score_codex":0.000015915872,"about_ca_topic_score_gemma":0.000009769867,"teacher_disagreement_score":0.825105,"about_ca_system_score_codex":0.000050850515,"about_ca_system_score_gemma":0.000035980982,"threshold_uncertainty_score":0.81542},"labels":[],"label_agreement":null},{"id":"W2140061837","doi":"10.16995/dscn.253","title":"Toward Next Generation Text Analysis Tools: The Text Analysis Markup Language (TAML)","year":2005,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Markup language; Computer science; Interoperability; Standardization; World Wide Web; Vocabulary; Linguistics; XML","score_opus":0.05723028432510359,"score_gpt":0.29959740054323974,"score_spread":0.24236711621813617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140061837","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16552006,0.0043171,0.8173743,0.0058616837,0.000078696125,0.00035549558,0.000033726483,0.0006499666,0.0058089816],"genre_scores_gemma":[0.99255925,0.0006834014,0.0037392848,0.0008202892,0.0003405229,0.00016021112,0.00011063852,0.000027085305,0.0015593376],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968648,0.00016724295,0.0007333529,0.001013578,0.0006282829,0.0005927301],"domain_scores_gemma":[0.99722767,0.00035980254,0.0003734424,0.0015371059,0.00037191427,0.00013007474],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005838977,0.00048343337,0.00093105336,0.00070420996,0.00048155588,0.0012461754,0.0014962056,0.00012418855,0.00003155338],"category_scores_gemma":[0.00035008302,0.00035542506,0.0010010478,0.005776496,0.0002151706,0.0031247572,0.00090543285,0.00028116774,0.00008439317],"study_design_candidate":"design_other","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":[0.000028617174,0.0006626916,0.005027474,0.00004183436,0.030526208,0.00010893062,0.26360738,0.025395324,0.00242293,0.0047687185,0.008908881,0.658501],"study_design_scores_gemma":[0.0013183707,0.00036994883,0.006631746,0.000057187866,0.00038092604,0.000046394023,0.32251,0.5388965,0.024144452,0.0073235803,0.09412208,0.0041988026],"about_ca_topic_score_codex":0.00009507903,"about_ca_topic_score_gemma":0.0016042304,"teacher_disagreement_score":0.8270392,"about_ca_system_score_codex":0.0002907596,"about_ca_system_score_gemma":0.000055249293,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W2152511883","doi":"10.16995/dscn.131","title":"The eastcree.org Web Databases: Participatory Action Research with Information Technology","year":2009,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Humanities; Political science; Context (archaeology); Library science; Computer science; Art; Geography","score_opus":0.11541103219043575,"score_gpt":0.3820122702572213,"score_spread":0.26660123806678554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152511883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.575518,0.013862973,0.352336,0.045556143,0.00035621374,0.0014413014,0.000033580065,0.0039318833,0.0069639217],"genre_scores_gemma":[0.9971731,0.0002851793,0.0020640704,0.00019714433,0.00005192976,0.00010748759,0.000009591031,0.000006839446,0.00010466685],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998461,0.00006778069,0.00024749455,0.00026914317,0.0004436378,0.0005109246],"domain_scores_gemma":[0.99844575,0.00017023462,0.000121757446,0.0006239963,0.00057841506,0.000059873313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007644672,0.00016493104,0.00016402958,0.00021953725,0.00073141494,0.00040228164,0.00083716924,0.0000698937,3.2761304e-7],"category_scores_gemma":[0.0006349708,0.000102866936,0.000028985913,0.0010740495,0.00035530224,0.003358545,0.0004875261,0.00045007057,0.000027502268],"study_design_candidate":"design_other","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":[0.00022281159,0.0003205143,0.0027762586,0.000145146,0.00020930576,0.000094869276,0.090559326,0.000018843453,0.0020628413,0.11697052,0.013463802,0.77315575],"study_design_scores_gemma":[0.0013537117,0.0020820203,0.00072290545,0.00067176204,7.430068e-7,0.0002447583,0.42377532,0.0030412597,0.094674625,0.24316745,0.22889246,0.0013729878],"about_ca_topic_score_codex":0.000012508466,"about_ca_topic_score_gemma":0.00008539128,"teacher_disagreement_score":0.77178276,"about_ca_system_score_codex":0.00014292148,"about_ca_system_score_gemma":0.00018122015,"threshold_uncertainty_score":0.56255263},"labels":[],"label_agreement":null},{"id":"W2156161431","doi":"10.16995/dscn.248","title":"Statistical Analysis of Digital Paleographic Data: What Can It Tell Us?","year":2005,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Data science","score_opus":0.033074024694159654,"score_gpt":0.2851820833666904,"score_spread":0.2521080586725307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156161431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56519324,0.004627959,0.42047855,0.0037238614,0.00055603357,0.000215524,0.00062765065,0.0002696748,0.0043075248],"genre_scores_gemma":[0.99763733,0.00074163167,0.0009945942,0.00014351102,0.000097877586,0.000008791048,0.00018285337,0.0000112812295,0.00018215689],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982127,0.000029239589,0.0004594173,0.00063644827,0.00031938375,0.00034280148],"domain_scores_gemma":[0.998507,0.00021451522,0.00019374407,0.0007286985,0.0002509458,0.00010508373],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00018779137,0.00023051068,0.0004986562,0.00031106838,0.0001705448,0.00115447,0.0007822006,0.00006402884,0.0000032591802],"category_scores_gemma":[0.00019606444,0.00020204902,0.00013105136,0.0012380416,0.00040457834,0.0048727216,0.0006268961,0.0001472161,0.000009036508],"study_design_candidate":"design_other","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":[0.000030457008,0.0006472979,0.10016975,0.00020003285,0.0042917035,0.000053176347,0.06564316,0.0007296829,0.000032213553,0.00082803215,0.0035549488,0.8238195],"study_design_scores_gemma":[0.004050694,0.0009938817,0.04544119,0.0010629593,0.00008980648,0.00048207637,0.6243775,0.19913544,0.003503571,0.022887368,0.09250788,0.0054676724],"about_ca_topic_score_codex":0.000019357401,"about_ca_topic_score_gemma":0.0002713037,"teacher_disagreement_score":0.81835186,"about_ca_system_score_codex":0.000036803227,"about_ca_system_score_gemma":0.000110172965,"threshold_uncertainty_score":0.9998824},"labels":[],"label_agreement":null},{"id":"W2165492362","doi":"10.16995/dscn.137","title":"What the developer saw: an outsider’s view of Annotation, Interpretation and Scholarship.","year":2009,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Interpretation (philosophy); Subject (documents); Perspective (graphical); Field (mathematics); Digital humanities; Aside; Sociology; Set (abstract data type); Epistemology; Computer science; World Wide Web; Political science; Philosophy; Artificial intelligence; Linguistics; Law","score_opus":0.06294597624646525,"score_gpt":0.28338791467188,"score_spread":0.22044193842541476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165492362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94407797,0.00926544,0.000039170693,0.0027283276,0.00040914674,0.00031871794,0.000036300575,0.00007807139,0.04304688],"genre_scores_gemma":[0.99503404,0.00083005975,0.000004075733,0.001406724,0.00017277838,0.00002156857,0.00004217366,0.000018304865,0.0024702686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988292,0.000061308194,0.00040664815,0.00026047698,0.00021650248,0.00022585959],"domain_scores_gemma":[0.9989596,0.00012558678,0.00014531726,0.00021371794,0.00049585884,0.00005993647],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00030928245,0.00022669052,0.00030117793,0.000063961634,0.00046836722,0.0020991736,0.00021097435,0.000039973,0.000029038247],"category_scores_gemma":[0.00017693645,0.00015657565,0.000076699325,0.000051465977,0.00045362645,0.006605373,0.00008044892,0.00016823757,0.000012832163],"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":[0.00004710681,0.000116292285,0.00026561006,0.00006013143,0.00011534873,0.000004231181,0.8405526,0.0000041896665,0.000008522668,0.047650345,0.0004907597,0.11068486],"study_design_scores_gemma":[0.00027549505,0.00034092925,0.0021481814,0.00028647194,0.0000010156027,0.0000089559335,0.8360545,0.000015605568,0.00008641165,0.10018743,0.06028838,0.00030662908],"about_ca_topic_score_codex":0.000014585626,"about_ca_topic_score_gemma":0.000758988,"teacher_disagreement_score":0.11037823,"about_ca_system_score_codex":0.000031545194,"about_ca_system_score_gemma":0.000036269535,"threshold_uncertainty_score":0.9989368},"labels":[],"label_agreement":null},{"id":"W2190389568","doi":"10.16995/dscn.35","title":"Don't make a scene: Game studies for an uncertain world","year":2015,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Politics; Sociology; Art; Media studies; Political science; Law","score_opus":0.15186625567965223,"score_gpt":0.3887168308629522,"score_spread":0.2368505751833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190389568","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40339968,0.01576528,0.0003391187,0.010793304,0.0029146061,0.0021420203,0.0002502509,0.0006720758,0.5637237],"genre_scores_gemma":[0.91220295,0.0009062164,0.000068199806,0.00067267194,0.001083058,0.0003527138,0.00003841241,0.000044697408,0.08463108],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771297,0.00008207839,0.00038095828,0.000523065,0.0005132175,0.000787729],"domain_scores_gemma":[0.99788606,0.00040677213,0.00015182972,0.0002808585,0.00081116357,0.0004632909],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007368168,0.00031982758,0.000596793,0.00011361667,0.00024535228,0.00037812802,0.00037811912,0.000090709815,0.000002781885],"category_scores_gemma":[0.0024370824,0.00027517584,0.00018580271,0.00047961946,0.00091352215,0.0009531722,0.00022218283,0.00011272506,0.00002339743],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001376904,0.00033567898,0.0012913067,0.00009511175,0.0004110701,0.000025741107,0.8142687,0.00003574675,0.000006276431,0.004921251,0.036718708,0.14175272],"study_design_scores_gemma":[0.00042193642,0.00016487938,0.000018229763,0.000049761442,4.160603e-7,0.0000010570441,0.48220637,0.0000059122813,0.00002007503,0.01181075,0.50508285,0.0002177849],"about_ca_topic_score_codex":0.00017211537,"about_ca_topic_score_gemma":0.022716882,"teacher_disagreement_score":0.5088033,"about_ca_system_score_codex":0.00034164457,"about_ca_system_score_gemma":0.0003884944,"threshold_uncertainty_score":0.99997},"labels":[],"label_agreement":null},{"id":"W2202953107","doi":"10.16995/dscn.24","title":"NewRadial: Challenging scales and standards of humanities scholarship through new knowledge environment prototypes","year":2015,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Metadata; Digital humanities; Big data; Humanities; Computer science; World Wide Web; Scholarship; Variety (cybernetics); Meaning (existential); Plural; Data science; Sociology; Epistemology; Artificial intelligence; Political science; Art; Philosophy; Linguistics","score_opus":0.10538436739456984,"score_gpt":0.30992398281791655,"score_spread":0.2045396154233467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202953107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6629595,0.13044764,0.14375323,0.004261875,0.0008211428,0.0015526537,0.000047314694,0.0006041248,0.055552498],"genre_scores_gemma":[0.9975231,0.0013877082,0.0005927257,0.00004304139,0.00011429429,0.00003935564,0.0000014055518,0.0000141360715,0.0002842277],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863005,0.000049371465,0.00027654337,0.000362118,0.00038858253,0.00029334254],"domain_scores_gemma":[0.9991802,0.00013794862,0.000103512175,0.00031586396,0.00017306293,0.00008941584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041483023,0.00022412253,0.000391562,0.00005860988,0.0001469384,0.00019198736,0.00039086145,0.00006465425,9.872117e-7],"category_scores_gemma":[0.00032854188,0.00018844476,0.00006184421,0.00008314637,0.00032655484,0.001197196,0.0006201909,0.00011533072,0.000007906665],"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":[0.0000730959,0.00032612588,0.006731415,0.00043133556,0.00042199058,0.000040758467,0.8862262,0.00010462298,0.00006231627,0.03990069,0.0038641274,0.061817337],"study_design_scores_gemma":[0.002506153,0.0012284103,0.0034274026,0.00048513894,0.0000013189164,0.0000615204,0.5262737,0.0003167982,0.0064118025,0.28774017,0.17042658,0.001121003],"about_ca_topic_score_codex":0.00004485227,"about_ca_topic_score_gemma":0.000111774134,"teacher_disagreement_score":0.35995248,"about_ca_system_score_codex":0.00013079532,"about_ca_system_score_gemma":0.00018744257,"threshold_uncertainty_score":0.7684554},"labels":[],"label_agreement":null},{"id":"W2265327770","doi":"10.16995/dscn.25","title":"Generalizing case-based analyses in the study of global music consumption","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Music History and Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Download; Upload; Musical; Humanities; Consumption (sociology); Art; Computer science; History; World Wide Web; Literature; Aesthetics","score_opus":0.1892712583562333,"score_gpt":0.32333168123142514,"score_spread":0.13406042287519185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265327770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876066,0.00084673817,0.00002538491,0.00017659114,0.00018560162,0.00027838958,0.00008588209,0.00002936738,0.010765455],"genre_scores_gemma":[0.9991693,0.000008331988,6.121937e-7,0.00020171017,0.00018054877,0.00005926862,0.000004730419,0.00000657985,0.0003689227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911445,0.00010763119,0.00026510103,0.0001971184,0.00015799861,0.00015770491],"domain_scores_gemma":[0.9994657,0.000106010186,0.00010892575,0.00019147471,0.000106985644,0.000020881034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013902318,0.00015222518,0.00024522218,0.000029138244,0.00029997292,0.0000651544,0.00012483355,0.000027087657,0.00011927657],"category_scores_gemma":[0.00005035514,0.00007813256,0.00008105201,0.00006124039,0.00029011874,0.00022743805,0.00003665656,0.00005416312,0.000012446697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043350177,0.0007731783,0.0057022683,0.000057847814,0.0001801093,0.00032250135,0.9794525,0.000024453177,0.00007793229,0.0031153,0.008516053,0.001734514],"study_design_scores_gemma":[0.0008704966,0.00020000749,0.00046624072,0.00006260173,0.0000012282433,0.000023731118,0.9675416,0.0000032063624,0.00002335478,0.0005970348,0.030050535,0.00015998552],"about_ca_topic_score_codex":0.00037756978,"about_ca_topic_score_gemma":0.05010806,"teacher_disagreement_score":0.04973049,"about_ca_system_score_codex":0.000078193305,"about_ca_system_score_gemma":0.000022578559,"threshold_uncertainty_score":0.967225},"labels":[],"label_agreement":null},{"id":"W2282333078","doi":"10.16995/dscn.20","title":"Introduction to Part Two of &lt;em&gt;New Fronts in the Copyfight&lt;/em&gt;","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Humanities; Creativity; Class (philosophy); Sociology; General partnership; Art history; Political science; Library science; Philosophy; Art; Computer science; Law; Epistemology","score_opus":0.0273285691238788,"score_gpt":0.23610809610366656,"score_spread":0.20877952697978777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282333078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86727834,0.0015739513,0.0012619527,0.02694911,0.0016291552,0.0010078108,0.000020313639,0.00016034048,0.10011904],"genre_scores_gemma":[0.98708624,0.0001666549,0.0000060301986,0.00095914607,0.004204109,0.00006175703,0.000017249658,0.000031855736,0.0074669793],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825054,0.000023983252,0.00048732388,0.0004716022,0.0003588394,0.00040768043],"domain_scores_gemma":[0.99893636,0.00013414297,0.00017424216,0.00039702182,0.00033353898,0.000024700457],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042081703,0.00029894224,0.00042680834,0.00018430762,0.00016600237,0.00026720652,0.00040954415,0.000060513794,0.00051812973],"category_scores_gemma":[0.0010061782,0.00015890242,0.0001262482,0.00055122725,0.0001091484,0.0015480102,0.000366892,0.000114301074,0.0007990928],"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":[0.00022049314,0.00021871376,0.00049966376,0.00007984834,0.000108875945,0.0000066755083,0.020026945,0.000007016265,0.0010942637,0.0005184169,0.9402384,0.036980677],"study_design_scores_gemma":[0.00083737524,0.00007683991,0.00055509916,0.0001692057,0.0000011956843,0.0000025208642,0.022541324,0.00006715523,0.0010075244,0.0057114274,0.968684,0.00034631483],"about_ca_topic_score_codex":0.00013614388,"about_ca_topic_score_gemma":0.0020133122,"teacher_disagreement_score":0.119807884,"about_ca_system_score_codex":0.00008049722,"about_ca_system_score_gemma":0.000032269014,"threshold_uncertainty_score":0.9999789},"labels":[],"label_agreement":null},{"id":"W2296467906","doi":"10.16995/dscn.26","title":"From &lt;em&gt;Taste of Home to Bullipedia&lt;/em&gt;: collaboration, motivations and trust","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Communication and Language","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Timeline; Encyclopedia; Class (philosophy); Taste; World Wide Web; Order (exchange); Computer science; Social media; Social network (sociolinguistics); Internet privacy; Advertising; Sociology; Psychology; Artificial intelligence; Library science; Mathematics; Business","score_opus":0.015839152407350163,"score_gpt":0.2470938983835702,"score_spread":0.23125474597622003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296467906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9403787,0.0015606924,0.029536197,0.0069498667,0.00019828926,0.00042018775,0.00048005252,0.00020858797,0.020267414],"genre_scores_gemma":[0.9968082,0.00022441395,0.0004944635,0.0003426862,0.000074508105,0.00006451359,0.000032492546,0.000019775889,0.0019390004],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998458,0.000056143403,0.00044635645,0.00045172364,0.00031554163,0.00027223487],"domain_scores_gemma":[0.9978404,0.00041915147,0.00018417256,0.0008560413,0.00053302327,0.00016720378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017372648,0.00024279782,0.00037075052,0.0001414588,0.00017174015,0.00041642788,0.0007430899,0.00006673812,0.000010258223],"category_scores_gemma":[0.0005695536,0.00018747877,0.00006537052,0.0006910789,0.00015648676,0.0015056039,0.00089899934,0.00006637973,0.00006151409],"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":[0.00012782782,0.0011732536,0.006363116,0.00014613439,0.000795562,0.000041848452,0.73645884,0.000064220454,0.0126075465,0.072551996,0.0429588,0.12671088],"study_design_scores_gemma":[0.004430915,0.0009919903,0.03560177,0.00079642085,0.0000027718936,0.000024810235,0.36185682,0.0003207978,0.010277617,0.052583143,0.5306568,0.0024561412],"about_ca_topic_score_codex":0.000015268046,"about_ca_topic_score_gemma":0.00031954364,"teacher_disagreement_score":0.487698,"about_ca_system_score_codex":0.00006835346,"about_ca_system_score_gemma":0.000091072434,"threshold_uncertainty_score":0.76451623},"labels":[],"label_agreement":null},{"id":"W2322472852","doi":"10.16995/dscn.27","title":"Lesbian and Gay Liberation in Canada: Representing the Dyke Dynamo","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Toronto Metropolitan University","funders":"","keywords":"Lesbian; Body politic; Gender studies; Sociology; Prosopography; Biography; Politics; History; Art history; Law; Political science; Classics","score_opus":0.02117886527854806,"score_gpt":0.23940460562008853,"score_spread":0.21822574034154046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322472852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970611,0.0018802418,0.00003127992,0.033539463,0.00037049907,0.00021028197,0.000031470063,0.000025524934,0.06685016],"genre_scores_gemma":[0.9871139,0.0008077346,5.7011755e-7,0.00014689642,0.00013267735,0.00001844872,0.0000012702093,0.0000062102636,0.011772319],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992103,0.000062351464,0.00014515019,0.00017634894,0.0001712723,0.0002345848],"domain_scores_gemma":[0.9995222,0.00019420205,0.000053541225,0.00010561599,0.000055393833,0.000069062466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024983077,0.00006596327,0.00011696492,0.00006417133,0.0007758408,0.00024204692,0.00010868092,0.00003063926,0.000011067275],"category_scores_gemma":[0.0004858146,0.000052079442,0.00002439325,0.00014454807,0.0004815701,0.00038957584,0.00006682706,0.000064925276,0.000005530446],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016798695,0.000037550933,0.05122978,0.00003884848,0.00009325358,0.00009191891,0.75046194,0.0000071668865,0.000051515162,0.007264764,0.05475166,0.1359548],"study_design_scores_gemma":[0.00016520596,0.000006133725,0.008160333,0.000050584473,1.0137616e-7,0.0000016390205,0.39480332,0.000003779507,0.000006942609,0.0028770939,0.59379065,0.00013425964],"about_ca_topic_score_codex":0.98810214,"about_ca_topic_score_gemma":0.9999595,"teacher_disagreement_score":0.53903896,"about_ca_system_score_codex":0.0014911775,"about_ca_system_score_gemma":0.0011798845,"threshold_uncertainty_score":0.5967218},"labels":[],"label_agreement":null},{"id":"W2328671840","doi":"10.16995/dscn.28","title":"Asymmetric Digital Collaboration and Collective Authorship: On Digital Genres and Writing Processes for &lt;em&gt;CanLit Guides&lt;/em&gt;","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Collaborative writing; Teamwork; Library science; Sociology; Collection development; Workflow; Digital library; Process (computing); Writing process; Democracy; Political science; Computer science; Pedagogy; Art; Literature","score_opus":0.046625390509221626,"score_gpt":0.26504345623846093,"score_spread":0.2184180657292393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328671840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84143305,0.004243934,0.00012769723,0.000925749,0.00030626814,0.0011533427,0.0038919724,0.00026651841,0.14765146],"genre_scores_gemma":[0.96865207,0.00030065712,0.000006254628,0.00017779262,0.0007565439,0.00031810498,0.00015659706,0.00009950369,0.029532492],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971656,0.000035269142,0.00072666816,0.0008705518,0.00045459965,0.0007472667],"domain_scores_gemma":[0.99608785,0.001609276,0.00032357202,0.00025770278,0.0014803861,0.00024122755],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003282041,0.00064446114,0.00071213255,0.00036065115,0.0012948541,0.008488069,0.0002517395,0.00014583983,0.000013571405],"category_scores_gemma":[0.0032183637,0.00048415497,0.00014615996,0.00031545045,0.00074662425,0.005839547,0.00031005626,0.00016419317,0.000020523103],"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":[0.0013850756,0.0011279954,0.0040864088,0.001620284,0.0015572524,0.00007021142,0.6085473,0.0000049469227,0.000060639664,0.13194792,0.04383372,0.20575829],"study_design_scores_gemma":[0.0027257625,0.002486011,0.0007236874,0.0007848477,0.0000062241024,0.00003698874,0.5980204,0.0000126986315,0.00026253666,0.11833525,0.2749594,0.001646213],"about_ca_topic_score_codex":0.0000038680064,"about_ca_topic_score_gemma":0.00068311684,"teacher_disagreement_score":0.23112568,"about_ca_system_score_codex":0.00026112318,"about_ca_system_score_gemma":0.00021525129,"threshold_uncertainty_score":0.999761},"labels":[],"label_agreement":null},{"id":"W2343473898","doi":"10.16995/dscn.7","title":"Chapter 11&lt;/br&gt;Designed for the digital reader: The textual traditions in, of, and behind NewRadial, the dynamic table of contexts and Bubblelines","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affordance; Humanities; Art; Art history; Typeface; Visual arts; Computer science","score_opus":0.04810614348535107,"score_gpt":0.2455337255786487,"score_spread":0.19742758209329764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343473898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96976525,0.0068942653,0.000091646776,0.0053092293,0.00015370379,0.0009222665,0.0026914647,0.000022939674,0.014149216],"genre_scores_gemma":[0.9935836,0.00091092155,6.5796775e-7,0.00013531347,0.00015317698,0.00010835754,0.000023241086,0.000025960682,0.00505878],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988626,0.000027259832,0.00043275554,0.0002368945,0.00016415563,0.0002763255],"domain_scores_gemma":[0.9973219,0.0019917295,0.00017748261,0.00024068252,0.00022849694,0.00003970961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002981938,0.00023674598,0.0003550464,0.00005207182,0.0005635586,0.0005350024,0.00025674424,0.000041400606,0.00001617781],"category_scores_gemma":[0.00022144457,0.00010334727,0.000117412776,0.000033093645,0.0021399963,0.0009492864,0.00009163617,0.00008758374,0.0000014729377],"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":[0.0003597836,0.00032535632,0.0019450716,0.00017477343,0.0007325837,0.0000049348128,0.6394808,0.0000056650565,0.00014365527,0.31458434,0.0061593703,0.036083646],"study_design_scores_gemma":[0.0019672487,0.0006834322,0.0036424974,0.00034725864,0.0000073755823,0.000024004656,0.698607,0.000057752208,0.00009916877,0.057621673,0.23642847,0.00051409926],"about_ca_topic_score_codex":0.000106405445,"about_ca_topic_score_gemma":0.009354719,"teacher_disagreement_score":0.2569627,"about_ca_system_score_codex":0.000019082498,"about_ca_system_score_gemma":0.000030111296,"threshold_uncertainty_score":0.7884906},"labels":[],"label_agreement":null},{"id":"W2550742442","doi":"10.16995/dscn.315","title":"How to Do Lexical Quality Estimation of a Large OCRed Historical Finnish Newspaper Collection with Scarce Resources","year":2020,"lang":"en","type":"preprint","venue":"Digital Studies / Le champ numérique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Usability; Computer science; Data collection; Quality (philosophy); Digital collections; Information retrieval; World Wide Web; Statistics; Mathematics; Sociology; Media studies","score_opus":0.033293155084365665,"score_gpt":0.3027029905237361,"score_spread":0.26940983543937047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550742442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0805686,0.0041614273,0.89011467,0.022540236,0.00026525822,0.00084044563,0.000059490234,0.00090277527,0.00054712716],"genre_scores_gemma":[0.9497471,0.00004452772,0.048934758,0.00028630256,0.00014351546,0.00019188871,0.00002911153,0.000034304616,0.0005885013],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99714655,0.00015227323,0.000528738,0.0010757073,0.00071619713,0.000380567],"domain_scores_gemma":[0.9978631,0.00022012532,0.00049877336,0.0007007292,0.0005485099,0.0001687268],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037837587,0.00045949506,0.0009039755,0.00017942095,0.00021865367,0.00074170873,0.0010716523,0.00028397227,6.335261e-7],"category_scores_gemma":[0.0013749144,0.00038461087,0.00018457498,0.000785362,0.000115290066,0.00063602393,0.0026309073,0.0006471593,0.0000019247468],"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":[0.0016220922,0.0016766575,0.0022892742,0.005308889,0.0014048027,0.000257731,0.8457609,0.0008529643,0.0012330352,0.008120587,0.05654172,0.07493136],"study_design_scores_gemma":[0.006088833,0.0077976044,0.0036708629,0.008731771,0.000016959526,0.00025549752,0.17607716,0.022425218,0.05322274,0.6227736,0.0881732,0.010766577],"about_ca_topic_score_codex":0.00019041832,"about_ca_topic_score_gemma":0.00012069571,"teacher_disagreement_score":0.8691785,"about_ca_system_score_codex":0.00073945726,"about_ca_system_score_gemma":0.00022148986,"threshold_uncertainty_score":0.9998606},"labels":[],"label_agreement":null},{"id":"W2604375439","doi":"10.16995/dscn.266","title":"Connecting the dots: Integrating modular networks and narrativity in digital scholarship","year":2017,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Narrativity; Modular design; Scholarship; Computer science; Human–computer interaction; Narrative; Art; Political science; Programming language; Literature","score_opus":0.06614369486641962,"score_gpt":0.27256715555895455,"score_spread":0.20642346069253492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604375439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8632851,0.0018361751,0.00004690191,0.0010020407,0.00041734785,0.0002923547,0.00006109601,0.000087809356,0.13297115],"genre_scores_gemma":[0.99695486,0.00008120002,0.0000013055602,0.00018540639,0.00059169263,0.00004875274,0.000020969821,0.00004323413,0.0020725508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99833393,0.000043830278,0.0004308257,0.00044782303,0.00022560403,0.00051797694],"domain_scores_gemma":[0.9984829,0.00041786223,0.00028188986,0.00050531136,0.00022556583,0.000086498236],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005923366,0.00037340453,0.0004518847,0.00006359775,0.0030921344,0.011474606,0.00054687995,0.00007775733,0.000016569533],"category_scores_gemma":[0.0017566301,0.0002630101,0.00013198276,0.000032702126,0.00092588225,0.006043362,0.0006787564,0.0006546337,0.000010135429],"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":[0.00008685187,0.0002268781,0.022650383,0.00011198918,0.00036971533,0.000117595046,0.8235638,0.00011791265,0.0000053870385,0.10265964,0.00036715734,0.049722683],"study_design_scores_gemma":[0.0005843617,0.00013182222,0.0017341288,0.0003652686,5.6188196e-7,0.000022002645,0.91146785,0.00038139513,0.000011914764,0.055582188,0.02917472,0.0005437822],"about_ca_topic_score_codex":0.00015005823,"about_ca_topic_score_gemma":0.0073243906,"teacher_disagreement_score":0.13366976,"about_ca_system_score_codex":0.00007515451,"about_ca_system_score_gemma":0.00002758674,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W2754157749","doi":"10.16995/dscn.10","title":"Chapter 3&lt;/br&gt;ModLabs","year":2016,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Architecture; Art history; Sociology; Art; Visual arts","score_opus":0.018246502529175,"score_gpt":0.22276456667540281,"score_spread":0.2045180641462278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754157749","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26399294,0.081179,0.41984597,0.038883906,0.0043003014,0.0008118797,0.00049797544,0.0008667018,0.18962134],"genre_scores_gemma":[0.9783679,0.0023613528,0.00015396443,0.00022263467,0.0009146804,0.00005682527,0.000010823209,0.00009347819,0.017818319],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822664,0.00003367961,0.00040698753,0.00044386825,0.00027683572,0.00061200175],"domain_scores_gemma":[0.9988559,0.00044176378,0.000072758055,0.00028127377,0.00017924774,0.00016905798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012405457,0.00046654738,0.00045581584,0.00009760844,0.00017301421,0.00008646127,0.000231695,0.00015015446,0.000100438],"category_scores_gemma":[0.000119342716,0.00036281373,0.00022301945,0.00015186978,0.00030309832,0.0005195,0.00021834497,0.00017526466,0.001083414],"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":[0.00011377668,0.00026534215,0.0006178178,0.00056361064,0.0024861188,0.00033565247,0.14012648,0.0077836583,0.003738898,0.058147777,0.029067937,0.7567529],"study_design_scores_gemma":[0.0014016425,0.00035431675,0.0009629785,0.00093215297,0.0000014593569,0.00015450131,0.016350562,0.00074251596,0.0031826072,0.23218487,0.74228793,0.0014444219],"about_ca_topic_score_codex":0.000012959304,"about_ca_topic_score_gemma":0.000046424444,"teacher_disagreement_score":0.7553085,"about_ca_system_score_codex":0.00018466356,"about_ca_system_score_gemma":0.00004747873,"threshold_uncertainty_score":0.9998824},"labels":[],"label_agreement":null},{"id":"W2754643028","doi":"10.16995/dscn.12","title":"Chapter 12&lt;/br&gt;Evaluating digital remediations of women's manuscripts","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Immediacy; Art; Digitization; Humanities; Class (philosophy); Digital humanities; Art history; Computer science; Philosophy; Telecommunications; Artificial intelligence","score_opus":0.08822706607080665,"score_gpt":0.26236915366976976,"score_spread":0.1741420875989631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754643028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6784736,0.0003350253,0.000027204866,0.00062796177,0.00048991584,0.00022996376,0.0004290269,0.00012661406,0.3192607],"genre_scores_gemma":[0.9558788,0.000094928146,0.0000027721144,0.00017486622,0.0006098632,0.00010548888,0.000037732516,0.00005696484,0.043038584],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976449,0.000026152782,0.00068538834,0.00043712638,0.000509187,0.00069725665],"domain_scores_gemma":[0.99829113,0.00034926168,0.0002946742,0.00037385625,0.00052057824,0.00017050856],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033989965,0.00038263135,0.000548511,0.00015280944,0.0004598302,0.00084734743,0.0003337062,0.000063108826,0.0004231756],"category_scores_gemma":[0.0006821005,0.0002714837,0.00023585706,0.000045246525,0.00084832666,0.003160343,0.00032115844,0.0001281453,0.00017767888],"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":[0.00013547302,0.00042263806,0.0015353486,0.00017721434,0.0006525802,0.000028732804,0.68117535,0.0000020711323,0.0003430173,0.26624843,0.0033217377,0.04595741],"study_design_scores_gemma":[0.0011133179,0.0007198148,0.0003302202,0.00032199678,0.0000010424321,0.000009331797,0.49065542,0.0000039212164,0.00023758388,0.08635387,0.4195232,0.0007302715],"about_ca_topic_score_codex":0.000010224265,"about_ca_topic_score_gemma":0.0002205332,"teacher_disagreement_score":0.41620147,"about_ca_system_score_codex":0.00022133478,"about_ca_system_score_gemma":0.000056777666,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W2755186592","doi":"10.16995/dscn.173","title":"Scholarly Discourse and Computing Technology II: Perspectives on Pedagogy, Research, and Dissemination in the Humanities","year":2000,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Island University","funders":"","keywords":"Digital humanities; Medical humanities; Sociology; Humanities; Pedagogy; Library science; Computer science; Data science; Medicine; Art; Medical education","score_opus":0.09213889503356994,"score_gpt":0.360889680533215,"score_spread":0.2687507854996451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755186592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.792878,0.0038139196,4.2130034e-7,0.0031758898,0.00004129258,0.00025590396,0.000039169732,0.00006004692,0.19973537],"genre_scores_gemma":[0.9827896,0.0005311046,8.166471e-7,0.00012632489,0.00024796446,0.000044991826,0.000011417709,0.000022288143,0.0162255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985821,0.00007886864,0.0002465802,0.00039170182,0.0003007224,0.00039999076],"domain_scores_gemma":[0.9989443,0.00052129035,0.00004922511,0.00020389528,0.00025277038,0.000028531469],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.00058031816,0.00022759198,0.00025763182,0.0002895096,0.0023040597,0.003352928,0.00024955312,0.00006134079,0.000045584107],"category_scores_gemma":[0.00028689584,0.00016399681,0.000038271955,0.00010800066,0.003138988,0.0020286287,0.00022070718,0.00059376453,0.000010294359],"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":[0.000026487329,0.00018782419,0.0003410017,0.00002319255,0.000029178971,0.000017318054,0.7439285,6.230385e-7,0.0000011273896,0.24314305,0.00046735274,0.011834344],"study_design_scores_gemma":[0.00017175943,0.00054239685,0.000544971,0.00019490514,2.1533901e-7,0.000013618874,0.91065025,0.000004879133,0.00000478323,0.038584616,0.04910594,0.00018167234],"about_ca_topic_score_codex":0.00008106576,"about_ca_topic_score_gemma":0.0015442506,"teacher_disagreement_score":0.20455843,"about_ca_system_score_codex":0.00006287033,"about_ca_system_score_gemma":0.000023590705,"threshold_uncertainty_score":0.9995739},"labels":[],"label_agreement":null},{"id":"W2756384733","doi":"10.16995/dscn.8","title":"Chapter 10&lt;/br&gt;The textual habitat: The development of new knowledge environments","year":2016,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Religious Tourism and Spaces","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Humanities; Sociology; Ethnology; Art","score_opus":0.03323880632307821,"score_gpt":0.283453894494634,"score_spread":0.2502150881715558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756384733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68976885,0.008876133,0.000847615,0.0119351465,0.00037199416,0.0006543639,0.00002247672,0.00006951829,0.2874539],"genre_scores_gemma":[0.9425161,0.002267312,0.000013681307,0.000060039194,0.00028579665,0.00003814039,0.0000014613291,0.000016119116,0.054801367],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852014,0.00007186431,0.00034261838,0.00027177253,0.0003906877,0.00040291963],"domain_scores_gemma":[0.9989941,0.00041979738,0.00015666407,0.00025992218,0.000062271036,0.00010724033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051720097,0.00020346284,0.00025611007,0.000032430293,0.00083719677,0.000076312426,0.00050838554,0.000073572446,0.000037823113],"category_scores_gemma":[0.00027085387,0.00009622967,0.00011495435,0.00011687477,0.001021518,0.0002480688,0.0003080793,0.000071909795,0.00034574527],"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":[0.000025462354,0.00010546775,0.0017088145,0.000009561308,0.00023293955,0.0000024622966,0.8621847,9.061579e-7,0.00025191944,0.002267121,0.064263165,0.0689475],"study_design_scores_gemma":[0.00023068822,0.00003609837,0.00082829443,0.00004512518,3.4427487e-7,6.031238e-7,0.2067869,2.8758853e-7,0.0006030567,0.0034442837,0.7878671,0.0001572046],"about_ca_topic_score_codex":0.00007338636,"about_ca_topic_score_gemma":0.0034350215,"teacher_disagreement_score":0.72360396,"about_ca_system_score_codex":0.00009928141,"about_ca_system_score_gemma":0.00019525675,"threshold_uncertainty_score":0.6439125},"labels":[],"label_agreement":null},{"id":"W2760817094","doi":"10.16995/dscn.275","title":"Radio Nouspace: Sound, Radio, Digital Humanities","year":2017,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sound (geography); Digital humanities; Computer science; Art; Acoustics; Humanities; Physics","score_opus":0.24991201217149317,"score_gpt":0.3234608244101198,"score_spread":0.07354881223862664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760817094","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2721999,0.058550786,0.0060554524,0.022019247,0.008268402,0.0009667653,0.0007433241,0.0006051575,0.630591],"genre_scores_gemma":[0.81779194,0.0016994103,0.000026369104,0.00044649083,0.0015556756,0.000037861948,0.00004867218,0.00007462095,0.17831895],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954804,0.000055258988,0.00081509975,0.0012706853,0.00075781107,0.0016207282],"domain_scores_gemma":[0.9956555,0.00033526405,0.0007143118,0.0019285623,0.00082492025,0.0005414452],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.00023026612,0.0010926123,0.0012126818,0.00013199862,0.0030816481,0.03564814,0.0021842965,0.00031937848,0.000023071347],"category_scores_gemma":[0.0012997403,0.00091691647,0.0006489146,0.00022471132,0.0028380058,0.028540293,0.0028340544,0.0005556918,0.0007214019],"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":[0.00012782766,0.0016796677,0.0030885935,0.000770621,0.002324426,0.0031212557,0.6481161,0.00012649511,0.00005146422,0.12607677,0.14867033,0.06584641],"study_design_scores_gemma":[0.0018348999,0.0008768557,0.0020278073,0.0007781832,0.0000022509066,0.0013099703,0.17237538,0.00036600593,0.00039335154,0.12918127,0.6884702,0.0023838144],"about_ca_topic_score_codex":0.00056913996,"about_ca_topic_score_gemma":0.0008315911,"teacher_disagreement_score":0.54559207,"about_ca_system_score_codex":0.00042981372,"about_ca_system_score_gemma":0.0002884803,"threshold_uncertainty_score":0.9998757},"labels":[],"label_agreement":null},{"id":"W2761232955","doi":"10.16995/dscn.284","title":"What’s Under the Big Tent?: A Study of ADHO Conference Abstracts","year":2017,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Rhetoric; Digital humanities; Library science; Art; Computer science; Philosophy","score_opus":0.11016918529812737,"score_gpt":0.379981611134697,"score_spread":0.2698124258365696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761232955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93025,0.00027766475,0.000017856144,0.013229914,0.001760291,0.00049890496,0.0000050905924,0.000030331084,0.053929947],"genre_scores_gemma":[0.9943695,0.00062513776,8.322125e-7,0.00013274644,0.00030051023,0.000083752166,0.0000020577118,0.0000075753246,0.004477853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989248,0.000089075285,0.00024636328,0.00019900569,0.00034784238,0.00019294056],"domain_scores_gemma":[0.99843985,0.00016301606,0.00032012197,0.00040285927,0.00061981956,0.000054339547],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00047188316,0.000111081565,0.00017997918,0.000027298469,0.0015312548,0.0010507473,0.0004831086,0.0000504791,0.000010170744],"category_scores_gemma":[0.0007317193,0.000080268925,0.000041990275,0.00012083685,0.00062335754,0.0010830634,0.00013657195,0.00009699961,0.000017246548],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014551049,0.0005632064,0.0034256193,0.000008309549,0.00010972197,0.0000015192679,0.9824007,0.000026547761,0.000010553203,0.0033990787,0.0015770207,0.008463176],"study_design_scores_gemma":[0.00028252564,0.00006490572,0.021856582,0.00002979386,3.012961e-7,2.1987343e-7,0.9602839,0.0000012019206,0.000047210113,0.0052756616,0.012063085,0.00009461806],"about_ca_topic_score_codex":0.0010899157,"about_ca_topic_score_gemma":0.025307246,"teacher_disagreement_score":0.06411953,"about_ca_system_score_codex":0.00006573341,"about_ca_system_score_gemma":0.00036200095,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W2761599996","doi":"10.16995/dscn.276","title":"Toward Sustainable Growth: Lessons Learned Through the Victorian Women Writers Project","year":2017,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Outreach; Sociology; Art","score_opus":0.15955305381429416,"score_gpt":0.32963693021253637,"score_spread":0.1700838763982422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761599996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28348136,0.0012081815,0.000042862208,0.10004682,0.0007808748,0.0005745379,0.00007882987,0.00027287749,0.61351365],"genre_scores_gemma":[0.96751237,0.0005479099,0.0000028044524,0.00033489833,0.0006120856,0.0002512535,0.000030496165,0.000031820386,0.030676333],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852,0.00010934435,0.00025773243,0.00030897144,0.00024406785,0.0005598709],"domain_scores_gemma":[0.99798876,0.00019615924,0.00024337745,0.000962546,0.0005594722,0.00004967856],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00061063905,0.00023896708,0.00029943712,0.00005045327,0.0043375213,0.008353694,0.0013134072,0.00006336754,0.0000147381415],"category_scores_gemma":[0.001483108,0.00016458747,0.00011691971,0.00004685991,0.00075685995,0.005557779,0.000870509,0.0004156141,0.00002706019],"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":[0.00002286728,0.000068577916,0.00010021273,0.000050438888,0.00015845435,0.000009013176,0.85603434,0.0000011457797,0.0000017130208,0.13063222,0.012472845,0.0004481482],"study_design_scores_gemma":[0.00017385768,0.00004230895,0.000053819254,0.00001890861,1.9295587e-7,0.0000012640377,0.4770314,0.0000025055049,0.0000065864883,0.03828146,0.48425987,0.00012782062],"about_ca_topic_score_codex":0.0018347033,"about_ca_topic_score_gemma":0.0005983518,"teacher_disagreement_score":0.68403107,"about_ca_system_score_codex":0.0002196157,"about_ca_system_score_gemma":0.00012947223,"threshold_uncertainty_score":0.9969587},"labels":[],"label_agreement":null},{"id":"W2762138544","doi":"10.16995/dscn.277","title":"Founders Online: Early Access: Reflections on Open Access, Crowd Sourcing, and Metadata Standards","year":2017,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metadata; World Wide Web; Class (philosophy); Library science; Political science; Computer science; Artificial intelligence","score_opus":0.2721071189079365,"score_gpt":0.4207243723770805,"score_spread":0.148617253469144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762138544","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18863018,0.000121599885,0.00015911959,0.0058810655,0.00043120215,0.00047268698,0.0021935292,0.00009122286,0.8020194],"genre_scores_gemma":[0.97593415,0.00034894233,0.0000056377617,0.00068504247,0.00042603514,0.00008837456,0.00015620243,0.000032397667,0.022323241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858606,0.000020099775,0.00026508304,0.0004888757,0.0003331505,0.0003067615],"domain_scores_gemma":[0.99891514,0.00010714191,0.00021310052,0.00048376742,0.00017612895,0.000104741455],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00014173084,0.00028302515,0.00034996262,0.00010205534,0.002397497,0.024638442,0.0015332511,0.000017747378,0.00003421466],"category_scores_gemma":[0.00018758641,0.00022894786,0.000098636156,0.00003063465,0.0008623454,0.0119143035,0.0033522248,0.00016245942,0.0000148662],"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":[0.00035862756,0.0014011075,0.0014039747,0.00027454845,0.0025256616,0.00009286006,0.13302757,0.000030331028,0.000002037659,0.7554959,0.070552476,0.034834873],"study_design_scores_gemma":[0.00066275854,0.00027374155,0.0103812525,0.0001637687,0.0000020893306,0.000003141757,0.0602086,0.000004736792,0.00001192203,0.26668215,0.6611915,0.00041432492],"about_ca_topic_score_codex":0.00085292856,"about_ca_topic_score_gemma":0.005315168,"teacher_disagreement_score":0.7873039,"about_ca_system_score_codex":0.000072699186,"about_ca_system_score_gemma":0.000073112744,"threshold_uncertainty_score":0.99890125},"labels":[],"label_agreement":null},{"id":"W2762344494","doi":"10.16995/dscn.274","title":"Digital Humanities and the Geopolitics of Knowledge","year":2017,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geopolitics; Humanities; Political science; The Internet; Context (archaeology); Digitization; China; Digital humanities; Democracy; Sociology; Politics; Geography; Art; Engineering; Computer science; World Wide Web; Telecommunications; Law","score_opus":0.07915767648217015,"score_gpt":0.26844835143111573,"score_spread":0.18929067494894558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762344494","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41822565,0.0022569776,0.000002599961,0.00027237996,0.000327807,0.00017367238,0.00023615907,0.000044172742,0.5784606],"genre_scores_gemma":[0.9135256,0.00022538802,3.5110753e-7,0.0001277389,0.00057221035,0.00003586203,0.000018239047,0.00003269311,0.08546196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987051,0.000025624468,0.0004242391,0.00026465254,0.00020458027,0.0003757934],"domain_scores_gemma":[0.9982998,0.0004015279,0.00029253986,0.00054241606,0.00041123846,0.000052525374],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.00023142032,0.0003039788,0.0005418148,0.000060450315,0.0020352763,0.004171886,0.0005652822,0.00004634631,0.000035420697],"category_scores_gemma":[0.00051740115,0.00020288584,0.00020276588,0.0000125503375,0.006418977,0.0025226655,0.0007327426,0.00019176421,0.000031794658],"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":[0.000045477398,0.00008180789,0.000342545,0.00010845209,0.00019596155,0.0000050274493,0.32255068,1.0934182e-7,9.4985715e-8,0.6709713,0.0017649374,0.003933624],"study_design_scores_gemma":[0.0008504114,0.000090838425,0.00014882041,0.00009420831,8.5579677e-7,0.0000069037974,0.5022077,0.000004823468,0.000018259334,0.18825586,0.30808094,0.00024040196],"about_ca_topic_score_codex":0.00009925214,"about_ca_topic_score_gemma":0.000976645,"teacher_disagreement_score":0.4952999,"about_ca_system_score_codex":0.000030219082,"about_ca_system_score_gemma":0.000044804634,"threshold_uncertainty_score":0.99926394},"labels":[],"label_agreement":null},{"id":"W2770846537","doi":"10.16995/dscn.293","title":"Community Engagement and Quality Knowledge with Stackoverflow’s Reputation System: Applications to Bullipedia","year":2018,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Reputation; Questions and answers; Computer science; Encyclopedia; Set (abstract data type); Quality (philosophy); World Wide Web; Ask price; Question answering; Artificial intelligence; Sociology; Epistemology; Library science","score_opus":0.11624454590317751,"score_gpt":0.39558286504840634,"score_spread":0.27933831914522883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770846537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8537645,0.00022974402,0.00776693,0.002644582,0.00026302406,0.001098305,0.000036867557,0.00018543912,0.13401066],"genre_scores_gemma":[0.9968586,0.000065253036,0.0000925683,0.0001418206,0.00044880886,0.0004838525,0.000023292596,0.000010564312,0.0018752456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99868387,0.00047713082,0.0002303573,0.00021183812,0.00021174975,0.00018502661],"domain_scores_gemma":[0.9982785,0.0002661043,0.000110753324,0.00024253041,0.000982391,0.00011971736],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013269776,0.00011634852,0.0001612693,0.000057954883,0.0018232466,0.00024529957,0.00014271811,0.00004789031,0.00000468332],"category_scores_gemma":[0.000476282,0.00010698476,0.000017892522,0.0005422313,0.0003944137,0.0003797148,0.00010597797,0.00011824344,0.00005208292],"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":[0.000033832242,0.0001995872,0.0028379022,0.00008880518,0.000051693223,1.9834567e-7,0.9672454,0.000004273467,0.000011123995,0.019906064,0.0029180786,0.0067030685],"study_design_scores_gemma":[0.0001731324,0.00008214391,0.0029565166,0.00003349082,3.374806e-7,2.7813292e-7,0.84128845,0.0000030067993,0.00004360381,0.00064418727,0.15464583,0.00012901617],"about_ca_topic_score_codex":0.00068622053,"about_ca_topic_score_gemma":0.014939601,"teacher_disagreement_score":0.15172775,"about_ca_system_score_codex":0.00030069042,"about_ca_system_score_gemma":0.00025323525,"threshold_uncertainty_score":0.99947625},"labels":[],"label_agreement":null},{"id":"W2784791047","doi":"10.16995/dscn.295","title":"Is Falstaff Falstaff? Is Prince Hal Henry V?: Topic Modeling Shakespeare’s Plays","year":2018,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Diction; Henry IV, Holy Roman Emperor; Comedy; Assertion; Literature; Windsor; Art; Humanities; Philosophy; History; Art history; Performance art; Computer science; Poetry","score_opus":0.08250917444305281,"score_gpt":0.3724178941232322,"score_spread":0.2899087196801794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784791047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84238005,0.0012940662,0.039784092,0.008532078,0.0004310297,0.00027034793,0.000053010084,0.0001918144,0.10706354],"genre_scores_gemma":[0.9892081,0.0003006737,0.0003045059,0.00077015423,0.0010498442,0.000025658523,0.00001014901,0.000020938956,0.008309976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99779373,0.00014471433,0.00041572176,0.0005504255,0.00058088417,0.00051451207],"domain_scores_gemma":[0.9985413,0.00029084523,0.00013125566,0.00023774008,0.00063856784,0.00016028144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496224,0.00025128,0.00043180768,0.000098502685,0.0010444318,0.00029523586,0.00036243754,0.00011315282,0.00013703716],"category_scores_gemma":[0.00047750035,0.00023339443,0.0002467353,0.00048678028,0.00047529073,0.0005648457,0.00029088932,0.00015943717,0.0001433394],"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":[0.00003370697,0.00020574889,0.0045183585,0.00004377898,0.0005141387,0.000023963374,0.9526049,0.00030265213,0.000025557087,0.004712715,0.004810338,0.032204144],"study_design_scores_gemma":[0.0005357284,0.00014629778,0.0004115248,0.00012182127,0.000002358912,0.0000059923586,0.7137007,0.010935248,0.00036972013,0.115123115,0.15778932,0.0008581739],"about_ca_topic_score_codex":0.0007087463,"about_ca_topic_score_gemma":0.0019621481,"teacher_disagreement_score":0.23890421,"about_ca_system_score_codex":0.00016000583,"about_ca_system_score_gemma":0.00019818112,"threshold_uncertainty_score":0.95175487},"labels":[],"label_agreement":null},{"id":"W2795163924","doi":"10.16995/dscn.285","title":"On the Value of Narratives in a Reflexive Digital Humanities","year":2018,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital humanities; Reflexivity; Narrative; Value (mathematics); Humanities; Sociology; Art; Literature; Social science; Computer science","score_opus":0.08187445270022004,"score_gpt":0.28098293389895657,"score_spread":0.19910848119873653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795163924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5453937,0.00026320812,0.0000024502365,0.0005074647,0.00022356611,0.00019566882,0.00014940383,0.000045595825,0.4532189],"genre_scores_gemma":[0.9807606,0.000027500213,6.760441e-7,0.00053830707,0.00054469693,0.00006640697,0.000023355553,0.0000385745,0.017999914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99834186,0.000056520206,0.0005108636,0.00034124686,0.00033373153,0.00041578815],"domain_scores_gemma":[0.99853903,0.00051661284,0.00019243298,0.0003294158,0.0003809674,0.000041536256],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002336165,0.0003444659,0.00045212067,0.00014524856,0.00059184164,0.00106856,0.00040881414,0.000050698094,0.00019311911],"category_scores_gemma":[0.0003314428,0.00023111388,0.00018069302,0.00008658808,0.0027083708,0.0015938708,0.00024607359,0.00025185454,0.00010357318],"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":[0.00006812056,0.00014379325,0.00008204653,0.000025600802,0.00009619432,0.000007132136,0.523999,0.0000011344716,0.0000022782865,0.47288164,0.002309822,0.00038328397],"study_design_scores_gemma":[0.00023055334,0.00058824813,0.00006378118,0.00018018385,1.464108e-7,0.00000203397,0.70063597,0.0000023320888,0.000106862215,0.21990718,0.07805267,0.00023006058],"about_ca_topic_score_codex":0.000050989387,"about_ca_topic_score_gemma":0.0013894303,"teacher_disagreement_score":0.43536684,"about_ca_system_score_codex":0.00008095711,"about_ca_system_score_gemma":0.00005247341,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W2893823269","doi":"10.16995/dscn.283","title":"4D Modelling of Built Heritage: A System Offering an Alternative to Using BIM","year":2018,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Cegep Edouard Montpetit; Université du Québec à Montréal","funders":"","keywords":"Python (programming language); Cultural heritage; Computer science; Class (philosophy); Humanities; Art history; Art; History; Programming language; Archaeology; Artificial intelligence","score_opus":0.11500335969349561,"score_gpt":0.28311011529527413,"score_spread":0.1681067556017785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893823269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98184276,0.00054893777,0.013461616,0.00003241848,0.0003542287,0.00019387543,0.0001501174,0.00009397007,0.0033221012],"genre_scores_gemma":[0.9991119,0.000018631763,0.0004335185,0.00003447249,0.000278538,0.000002513536,0.000023695067,0.0000101024225,0.00008661333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986861,0.00007072646,0.00030810182,0.0003544442,0.00023199477,0.00034866732],"domain_scores_gemma":[0.99922997,0.00007385475,0.00010337613,0.0002000493,0.0002456904,0.00014704118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661253,0.00021372094,0.00036205095,0.000058035275,0.0003351788,0.00014153696,0.00023518605,0.000051880696,0.00001223282],"category_scores_gemma":[0.00004678509,0.00017079325,0.0000716284,0.00026245438,0.00018169855,0.0006456128,0.000054702403,0.000089925896,0.000030271427],"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":[0.00046514437,0.00017410936,0.15083455,0.0008282776,0.0006923594,0.00014511774,0.52280843,0.29804277,0.0011073872,0.00023933059,0.000091658076,0.02457091],"study_design_scores_gemma":[0.00042347782,0.00090642396,0.0033056168,0.0006320198,8.654679e-7,0.000050284827,0.73869413,0.25095645,0.0030311516,0.00081419037,0.00043522468,0.00075015164],"about_ca_topic_score_codex":0.003156608,"about_ca_topic_score_gemma":0.0026908768,"teacher_disagreement_score":0.21588574,"about_ca_system_score_codex":0.000022091597,"about_ca_system_score_gemma":0.000034373603,"threshold_uncertainty_score":0.6964747},"labels":[],"label_agreement":null},{"id":"W2894746527","doi":"10.16995/dscn.278","title":"How did East Sussex Really Appear in 1066? The Cartographic Evidence","year":2018,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Battle; Battlefield; History; Event (particle physics); Outcome (game theory); Military history; Historical record; Military strategy; Genealogy; Geography; Archaeology; Ancient history; Art history","score_opus":0.06741782208974677,"score_gpt":0.2753979961097771,"score_spread":0.20798017402003033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894746527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96795243,0.005517556,0.0007200261,0.014888201,0.00017658704,0.00054589263,0.000036223864,0.000073708674,0.010089383],"genre_scores_gemma":[0.9969271,0.0018198598,0.000011746363,0.000168582,0.0002819737,0.000019283654,0.000013205575,0.0000042993247,0.00075398065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837714,0.00017628356,0.000174786,0.00036486206,0.00036266816,0.0005442726],"domain_scores_gemma":[0.9989675,0.0004611159,0.000060172948,0.00023457604,0.00014846526,0.000128138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006729597,0.00017438763,0.00020890188,0.00008488052,0.00044580852,0.00018393798,0.00036492595,0.00007114622,0.00006105529],"category_scores_gemma":[0.0014856751,0.0001016108,0.0000816126,0.00057836657,0.0011958737,0.000644907,0.00012316958,0.0003063688,0.000105932166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056425494,0.00004069176,0.6010863,0.000098373326,0.00012599373,0.00011262019,0.08189617,0.00007204724,0.00006987673,0.00011961889,0.0012005887,0.31461346],"study_design_scores_gemma":[0.0005827833,0.0028006881,0.54991883,0.00035639436,3.6381905e-7,0.00006325468,0.31525522,0.00071176863,0.00032056082,0.061485525,0.06778082,0.0007238033],"about_ca_topic_score_codex":0.001551704,"about_ca_topic_score_gemma":0.032058362,"teacher_disagreement_score":0.31388968,"about_ca_system_score_codex":0.000010842174,"about_ca_system_score_gemma":0.00005668215,"threshold_uncertainty_score":0.98560405},"labels":[],"label_agreement":null},{"id":"W2908217340","doi":"10.16995/dscn.282","title":"Prototyping Across the Disciplines","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Collaboratory; Computer science; Context (archaeology); Multidisciplinary approach; Point (geometry); Focus (optics); Domain (mathematical analysis); Data science; Value (mathematics); World Wide Web; Sociology; Social science","score_opus":0.053787171237977625,"score_gpt":0.2820913836864665,"score_spread":0.2283042124484889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908217340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69608414,0.0009117859,0.0000030769113,0.0013206946,0.00064978073,0.00066134334,0.00009974853,0.00012889015,0.30014056],"genre_scores_gemma":[0.92662543,0.000047048747,3.9044866e-7,0.00040306067,0.0007228418,0.00019011421,0.000024674979,0.000037371385,0.07194909],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99860674,0.000024422709,0.00031598608,0.0003232614,0.00024225557,0.00048731331],"domain_scores_gemma":[0.9990816,0.00017778378,0.000108642496,0.0003544465,0.00022507727,0.00005244022],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00024083946,0.00027384155,0.00031295934,0.000026507747,0.00096688006,0.0020251023,0.00039436587,0.00003796839,0.00014603137],"category_scores_gemma":[0.00008336448,0.00016710228,0.00018532724,0.00004781208,0.00058398495,0.0015375725,0.00043013968,0.00022764174,0.00045852136],"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":[0.000042981716,0.000099761215,0.0012649145,0.00012358985,0.00018602416,0.000007315806,0.92951906,0.0000068497225,0.0000037944783,0.061063714,0.0029661327,0.0047158687],"study_design_scores_gemma":[0.000172378,0.0000688961,0.00010595234,0.00005925975,8.948701e-8,0.0000032495936,0.57174623,0.0000053328813,0.000020299469,0.014007221,0.41361782,0.00019327286],"about_ca_topic_score_codex":0.00003605621,"about_ca_topic_score_gemma":0.0009110431,"teacher_disagreement_score":0.41065168,"about_ca_system_score_codex":0.000044316985,"about_ca_system_score_gemma":0.000027615702,"threshold_uncertainty_score":0.9990109},"labels":[],"label_agreement":null},{"id":"W2909712447","doi":"10.16995/dscn.306","title":"Prototyping the Archival Ephemeral: Experimental Interfaces for the Edwin Morgan Scrapbooks","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Aesthetics; Representation (politics); Discoverability; Meaning (existential); Reading (process); Visual arts; Sociology; World Wide Web; Epistemology; Art; Linguistics; Philosophy; Political science","score_opus":0.06663124844453833,"score_gpt":0.27474710838505473,"score_spread":0.2081158599405164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909712447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7781374,0.0027337794,0.000031835345,0.0023015344,0.0009665411,0.0024462396,0.00011602589,0.00013577871,0.21313085],"genre_scores_gemma":[0.9697386,0.000035206733,0.0000021520666,0.0007230756,0.0007443406,0.00072770036,0.00001852725,0.000053607702,0.027956776],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986468,0.000032190463,0.00032888041,0.00032800096,0.00022689722,0.00043724515],"domain_scores_gemma":[0.9989089,0.00044016342,0.000116834555,0.0003507589,0.00013917097,0.000044206387],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002289037,0.00030880028,0.0002965401,0.00003568741,0.0011038973,0.0016890587,0.00054511544,0.000026053385,0.0001173015],"category_scores_gemma":[0.00006157136,0.00016797305,0.00022063834,0.000026622816,0.00070193637,0.00087645266,0.00034138848,0.00022871653,0.00008523727],"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":[0.00018657735,0.00021115669,0.00008909604,0.000110071436,0.00051849283,0.0000026168987,0.86272997,0.000010825342,0.00008628103,0.121343434,0.008958995,0.0057524787],"study_design_scores_gemma":[0.0003210689,0.00028233803,0.000018416606,0.00006565285,4.506034e-7,0.0000032794521,0.607609,0.000029262348,0.00087520044,0.01077893,0.37979132,0.00022510879],"about_ca_topic_score_codex":0.000044837358,"about_ca_topic_score_gemma":0.00019750599,"teacher_disagreement_score":0.37083232,"about_ca_system_score_codex":0.000051028124,"about_ca_system_score_gemma":0.000034190165,"threshold_uncertainty_score":0.99934727},"labels":[],"label_agreement":null},{"id":"W2913063409","doi":"10.16995/dscn.309","title":"“Fearful Dreams” in Thomas Kyd’s Restored Canon","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Order (exchange); Tragedy (event); Literature; Philosophy","score_opus":0.055665051861615626,"score_gpt":0.29655891864322237,"score_spread":0.24089386678160674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913063409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8167489,0.047741976,0.013363651,0.032460146,0.007990094,0.001228781,0.00013687926,0.00033724259,0.0799923],"genre_scores_gemma":[0.94505864,0.00081166625,0.0001068931,0.00047949643,0.00031124154,0.000041951993,0.000031605978,0.00003854958,0.05311993],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965946,0.00029097602,0.0006755473,0.00096112373,0.0004563423,0.0010213777],"domain_scores_gemma":[0.9980606,0.00042582894,0.00023812667,0.0007345904,0.00031359273,0.00022724782],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00093305414,0.0004827638,0.0007176735,0.00017694397,0.000219349,0.00046889944,0.0007476732,0.0003140446,0.000034851957],"category_scores_gemma":[0.0004979327,0.0005014661,0.0002135634,0.0009712423,0.00030011567,0.0017137406,0.0009338115,0.00064550544,0.00089978543],"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":[0.00019486576,0.0009236801,0.107175194,0.00092743296,0.0004553532,0.0007192082,0.7120006,0.0008437678,0.00030079225,0.091246694,0.017509567,0.06770284],"study_design_scores_gemma":[0.003113609,0.00080246094,0.011368271,0.0017936738,7.9237066e-7,0.00018141081,0.24951243,0.0070310775,0.0031917286,0.059604924,0.66108733,0.002312299],"about_ca_topic_score_codex":0.00043618906,"about_ca_topic_score_gemma":0.00090812816,"teacher_disagreement_score":0.64357775,"about_ca_system_score_codex":0.00052024785,"about_ca_system_score_gemma":0.00046925238,"threshold_uncertainty_score":0.9998781},"labels":[],"label_agreement":null},{"id":"W2916871576","doi":"10.16995/dscn.8089","title":"Tension Analysis in Survivor Interviews: A Computational Approach","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University; Western University","funders":"","keywords":"Dialogical self; Interview; Conversation; Narrative; Oral history; Qualitative research; Semi-structured interview; Dialogic; Psychology; Social psychology; Computer science; Sociology; Linguistics; Pedagogy; Communication; Social science","score_opus":0.04628759683978088,"score_gpt":0.31666897628288154,"score_spread":0.27038137944310064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916871576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360352,0.0010989673,0.0113528,0.002306152,0.00013341803,0.00029553863,0.00020979167,0.000084650776,0.048483472],"genre_scores_gemma":[0.9984932,0.00011435636,0.00005152295,0.00017889618,0.00005209742,0.000076899254,0.0003079631,0.000008200385,0.0007168627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824417,0.0003587519,0.00031903555,0.00035395988,0.00044777093,0.00027630714],"domain_scores_gemma":[0.99935555,0.00024764423,0.00011484927,0.00014677935,0.00007611772,0.00005906898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010904536,0.000121011944,0.0003966253,0.00030619183,0.00078974216,0.00013162332,0.00030184453,0.000018818087,0.000039587027],"category_scores_gemma":[0.000218498,0.000115231865,0.00023205725,0.0017596927,0.00017500132,0.00032785613,0.00057320873,0.00016340286,0.0000058941696],"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":[0.000021617541,0.00065608835,0.07493323,0.000027030626,0.0012252274,0.00002704364,0.8789045,0.02958512,0.0000044845506,0.0022068042,0.0020537458,0.01035506],"study_design_scores_gemma":[0.00016359371,0.000023116352,0.0039609447,0.0000086403625,0.0000015618958,8.658104e-7,0.9630034,0.0074745025,4.2390604e-7,0.0044620684,0.020708507,0.00019236417],"about_ca_topic_score_codex":0.0016437046,"about_ca_topic_score_gemma":0.0061374577,"teacher_disagreement_score":0.08409887,"about_ca_system_score_codex":0.0001553358,"about_ca_system_score_gemma":0.00007167429,"threshold_uncertainty_score":0.60741377},"labels":[],"label_agreement":null},{"id":"W2937143789","doi":"10.16995/dscn.301","title":"Introduction to a Class-based Online Writing Environment: Gwrit (Game of Writing)","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Educational Games and Gamification","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Task (project management); Computer science; Class (philosophy); Human–computer interaction; Multimedia; World Wide Web; Artificial intelligence; Engineering","score_opus":0.023174166986631273,"score_gpt":0.30321817917736177,"score_spread":0.2800440121907305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937143789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748847,0.00087982515,0.0007809532,0.01666383,0.0004528815,0.0004638233,0.00013081168,0.000055749766,0.0056874105],"genre_scores_gemma":[0.9938736,0.000054865017,0.000089072324,0.00045434863,0.00096720015,0.00010047021,0.00025343825,0.000032484655,0.0041745463],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998491,0.000049892868,0.0004829561,0.0004946168,0.00020384559,0.00027771373],"domain_scores_gemma":[0.99889714,0.00023934038,0.00020240611,0.0004115131,0.0001790821,0.00007050936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022362832,0.00018888012,0.00030818192,0.00010652326,0.000050903433,0.000034248314,0.00014847577,0.00008359844,0.00019658986],"category_scores_gemma":[0.00018227224,0.00019486705,0.00008980501,0.00022852566,0.0000970984,0.00015119776,0.0000712624,0.00014693436,0.00046273586],"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":[0.0010913769,0.010091703,0.17573541,0.0016197998,0.0019038857,0.000019289286,0.5915996,0.005851672,0.014981406,0.018412193,0.05220627,0.1264874],"study_design_scores_gemma":[0.0012122262,0.00059238885,0.04563374,0.00016010407,0.0000012139246,0.000014136175,0.6371683,0.00006949642,0.0010907354,0.001212881,0.31230545,0.00053931685],"about_ca_topic_score_codex":0.000025357802,"about_ca_topic_score_gemma":0.000012579637,"teacher_disagreement_score":0.2600992,"about_ca_system_score_codex":0.000111565896,"about_ca_system_score_gemma":0.000042896332,"threshold_uncertainty_score":0.7946448},"labels":[],"label_agreement":null},{"id":"W2940038422","doi":"10.16995/dscn.303","title":"Decolonizing International Research Groups: Prototyping a Digital Audio Repository from South to North","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Politics; Materialism; Latin Americans; Workflow; Sociology; Media studies; Library science; Political science; Computer science; Law; Epistemology","score_opus":0.06779261379139832,"score_gpt":0.3493742696428676,"score_spread":0.28158165585146927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940038422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83516973,0.0003881568,0.000070051996,0.001474453,0.0013858689,0.0012881802,0.000116116404,0.00017526463,0.15993217],"genre_scores_gemma":[0.9920592,0.000053113872,0.00001435785,0.00015039238,0.0013566354,0.00031252365,0.000053453678,0.00004186062,0.0059584626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967692,0.00011184877,0.00045512497,0.0007501695,0.0010873474,0.0008263416],"domain_scores_gemma":[0.99788535,0.0006665427,0.00013531643,0.00035397004,0.0006023196,0.00035650324],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00044199786,0.00026806552,0.00040863943,0.00021294263,0.00070966064,0.0015132388,0.00071770634,0.00012914212,0.00001709085],"category_scores_gemma":[0.0021882958,0.00026210377,0.00016461413,0.0005522979,0.00048791483,0.00199711,0.00055349106,0.00035793814,0.0005353684],"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":[0.0001546507,0.0001949404,0.24451192,0.000034224286,0.0002780675,0.00008797655,0.7369406,0.000025584399,0.000029172332,0.00037458146,0.0022861676,0.015082068],"study_design_scores_gemma":[0.000637285,0.00025729192,0.011382285,0.00027313514,3.4388134e-7,0.000006025744,0.84305906,0.000038113943,0.00011205097,0.003811647,0.13982241,0.00060036976],"about_ca_topic_score_codex":0.00036322884,"about_ca_topic_score_gemma":0.0011888879,"teacher_disagreement_score":0.23312964,"about_ca_system_score_codex":0.00058029563,"about_ca_system_score_gemma":0.00036198812,"threshold_uncertainty_score":0.99998313},"labels":[],"label_agreement":null},{"id":"W2942097318","doi":"10.16995/dscn.287","title":"Illuminating Systemic Functional Grammatics (Theory) as a Viable Tool of Digital Humanities","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital humanities; Computer science; World Wide Web","score_opus":0.0412595100542566,"score_gpt":0.22498942124853621,"score_spread":0.18372991119427962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942097318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65679455,0.000595447,0.000042100328,0.000040085688,0.0005841123,0.00035935428,0.00020466298,0.00013431831,0.34124538],"genre_scores_gemma":[0.8874425,0.000027429563,0.0000018263665,0.00010936531,0.00039352555,0.00006437694,0.00011522197,0.000062809864,0.111782916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9977196,0.00004111379,0.0007951873,0.00040608895,0.00052665116,0.00051139406],"domain_scores_gemma":[0.9979914,0.0005366827,0.00036675658,0.00036962415,0.0006732447,0.000062301006],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00032428422,0.00043187776,0.0007010306,0.0001702599,0.00040594378,0.0016033816,0.00032148985,0.00007818457,0.0005629759],"category_scores_gemma":[0.00035786268,0.00038320912,0.0003152221,0.000076024,0.00074335607,0.0030260782,0.00030998353,0.00024432832,0.0004952404],"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":[0.00010381821,0.00027160556,0.0009782197,0.00091837416,0.00055845187,0.000017360748,0.41328973,0.00003471327,0.000033645098,0.58092296,0.00089523033,0.0019758863],"study_design_scores_gemma":[0.00055290986,0.00036409055,0.000022883793,0.0003984197,0.0000014717767,0.00003494914,0.8463332,0.000019398996,0.00012569793,0.099772796,0.051851213,0.00052293454],"about_ca_topic_score_codex":0.000027258691,"about_ca_topic_score_gemma":0.000054986398,"teacher_disagreement_score":0.48115018,"about_ca_system_score_codex":0.00012652705,"about_ca_system_score_gemma":0.0000923804,"threshold_uncertainty_score":0.99986196},"labels":[],"label_agreement":null},{"id":"W2946881472","doi":"10.16995/dscn.307","title":"Tagging Time and Space: TEI and the Canadian Stratford Festival Promptbooks","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria; Medicine Hat College; University of Waterloo","funders":"","keywords":"Humanities; Art; Art history","score_opus":0.026070887482528424,"score_gpt":0.21060166893271293,"score_spread":0.1845307814501845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946881472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5627185,0.0009906971,2.1660874e-7,0.0019754597,0.0001306247,0.00035425482,0.000072992814,0.00004564114,0.43371162],"genre_scores_gemma":[0.91664684,0.0000554743,9.163723e-7,0.00056928047,0.00023090564,0.000028147744,0.000013517837,0.000026718863,0.0824282],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891824,0.000025764453,0.00020234009,0.0002885419,0.00016613989,0.00039896244],"domain_scores_gemma":[0.9993351,0.00017242845,0.00006461433,0.00017255922,0.00011645151,0.00013884225],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00023524553,0.000250135,0.00033579004,0.00008470591,0.000904517,0.0022612952,0.00013817557,0.000045126908,0.000090505084],"category_scores_gemma":[0.00006881755,0.00016783799,0.000065389235,0.000022126262,0.0010609641,0.0009131502,0.00016305945,0.00021915999,0.000083586325],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092772265,0.000035057517,0.0011292625,0.00012446503,0.000311611,0.00003320171,0.628493,0.0000024806661,0.0000045206993,0.36102512,0.0035917633,0.005156722],"study_design_scores_gemma":[0.0011531439,0.00016227263,0.00020679554,0.00014964258,9.0486964e-7,0.00002922235,0.45438743,0.00004478584,0.00001113492,0.04135789,0.50204766,0.0004491216],"about_ca_topic_score_codex":0.0061923712,"about_ca_topic_score_gemma":0.13377506,"teacher_disagreement_score":0.49845588,"about_ca_system_score_codex":0.00005947818,"about_ca_system_score_gemma":0.000088737805,"threshold_uncertainty_score":0.99877447},"labels":[],"label_agreement":null},{"id":"W2964570725","doi":"10.16995/dscn.350","title":"Projet Bretez: une pincée de son dans l’Histoire","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.026310702196488893,"score_gpt":0.2582830115264431,"score_spread":0.23197230932995422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964570725","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3198646,0.08650252,0.00013631028,0.020115603,0.0046949103,0.0008509805,0.00015891403,0.00022561419,0.5674505],"genre_scores_gemma":[0.79498345,0.008222387,0.0000149216985,0.0004455757,0.0011602977,0.00009179684,0.00001941345,0.000057146266,0.195005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99636674,0.00027315953,0.0005631516,0.00076385576,0.0006526097,0.0013804754],"domain_scores_gemma":[0.9983793,0.0003466629,0.00028695553,0.00035567765,0.00034727776,0.00028414358],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006028516,0.0005830433,0.0009513684,0.00006867485,0.0017596353,0.00025480878,0.00054087094,0.00039431156,0.0000771004],"category_scores_gemma":[0.00044999513,0.00059704477,0.00044005847,0.0009733619,0.003159261,0.0008720647,0.00043962453,0.00047487422,0.00062030816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029508614,0.00037730078,0.009911665,0.00029813848,0.0006274502,0.000057761383,0.8928267,0.000022664093,0.000035123052,0.027056685,0.047072962,0.021684078],"study_design_scores_gemma":[0.00038498602,0.00017802948,0.0010226001,0.00018972403,0.0000011373257,0.0000044996355,0.5082433,0.000020608952,0.000028822216,0.017058212,0.47237998,0.00048808823],"about_ca_topic_score_codex":0.01520878,"about_ca_topic_score_gemma":0.016110556,"teacher_disagreement_score":0.47511888,"about_ca_system_score_codex":0.0022571082,"about_ca_system_score_gemma":0.0004636851,"threshold_uncertainty_score":0.9996481},"labels":[],"label_agreement":null},{"id":"W2965322319","doi":"10.16995/dscn.354","title":"Introduction: « Humanités numériques: identités, pratiques et théories »","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; Concordia University","funders":"","keywords":"Meaning (existential); Context (archaeology); Humanities; Digital humanities; Knowledge production; Sociology; Computer science; Art; Epistemology; Philosophy; History","score_opus":0.11969144239296557,"score_gpt":0.3234348656319542,"score_spread":0.20374342323898864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965322319","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36532548,0.05835794,0.009248618,0.11416485,0.014466074,0.0016914341,0.00019234933,0.0010383672,0.4355149],"genre_scores_gemma":[0.7521647,0.004157932,0.00011415261,0.0015002042,0.0026951472,0.000056432094,0.00008555472,0.00006803497,0.23915781],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958287,0.00020488481,0.0009189406,0.001339065,0.00067893614,0.0010294665],"domain_scores_gemma":[0.9966599,0.000295103,0.0004288228,0.001062538,0.0012243725,0.00032930067],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00045994954,0.0008730261,0.0009973333,0.00014974234,0.0004427624,0.007722706,0.000849001,0.00030462205,0.00015562291],"category_scores_gemma":[0.00058304815,0.0007280775,0.0003985675,0.0007448458,0.0006318149,0.022285877,0.0014414032,0.00063215743,0.0013835792],"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":[0.00004415796,0.00063086214,0.0007825225,0.0005265428,0.00066028914,0.00020526601,0.42272007,0.00016523058,0.00014639788,0.40382648,0.16717076,0.003121422],"study_design_scores_gemma":[0.00050726597,0.0006984999,0.0003322433,0.0003921686,6.605142e-7,0.00039383973,0.25340375,0.00012295529,0.0015611852,0.08115081,0.6604534,0.0009832627],"about_ca_topic_score_codex":0.000392901,"about_ca_topic_score_gemma":0.0011797267,"teacher_disagreement_score":0.4932826,"about_ca_system_score_codex":0.0003196682,"about_ca_system_score_gemma":0.00040933353,"threshold_uncertainty_score":0.999517},"labels":[],"label_agreement":null},{"id":"W2965400074","doi":"10.16995/dscn.300","title":"Copyright’s Role in Preserving and Ensuring Access to Culture: The Way Forward","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Intellectual property; Commission; Incentive; Political science; Business; Economy; Economics; Market economy; Law","score_opus":0.04184822002668331,"score_gpt":0.3034481435248908,"score_spread":0.2615999234982075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965400074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91121393,0.0013535661,0.000006885503,0.014406686,0.0002176477,0.0006270154,0.000007328879,0.00004206891,0.072124876],"genre_scores_gemma":[0.97345334,0.00044048307,0.000003783649,0.0003031883,0.00012409904,0.00006455382,0.0000029355015,0.00000855565,0.02559907],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989064,0.000043526896,0.00018942682,0.00026483653,0.0002348389,0.0003609758],"domain_scores_gemma":[0.9995133,0.00011511395,0.000051926283,0.0001269215,0.00010457327,0.00008812113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002927299,0.00014284365,0.00021187752,0.000029433526,0.0004263465,0.00052173855,0.0003558424,0.00007202667,0.000030553463],"category_scores_gemma":[0.000222766,0.00008979586,0.00003904497,0.00030044414,0.00011764562,0.0007031029,0.00059347594,0.00015204775,0.00002252505],"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":[0.000024024084,0.000034115554,0.08563197,0.000028662018,0.00007899545,0.000005988148,0.84649414,0.00004541775,0.000044859527,0.00039870865,0.060426574,0.006786524],"study_design_scores_gemma":[0.00013695887,0.000019510388,0.006977152,0.0000604868,7.910078e-8,7.2262145e-7,0.5383943,0.000005347543,0.00019292627,0.0014513596,0.4526123,0.00014886979],"about_ca_topic_score_codex":0.0016005238,"about_ca_topic_score_gemma":0.0109726805,"teacher_disagreement_score":0.39218575,"about_ca_system_score_codex":0.00014088975,"about_ca_system_score_gemma":0.000048766622,"threshold_uncertainty_score":0.6123013},"labels":[],"label_agreement":null},{"id":"W2967767883","doi":"10.16995/dscn.349","title":"La logométrie en histoire: une herméneutique numérique. Exploration d’un corpus de professions de foi électorales de député-e-s (1958–2007)","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Corpus linguistics; Reading (process); Philosophy; Linguistics","score_opus":0.03365266327176411,"score_gpt":0.28814761801381905,"score_spread":0.25449495474205497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967767883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7339028,0.04413588,0.004333606,0.026637297,0.0033047122,0.0011391455,0.00072932517,0.00038137328,0.18543585],"genre_scores_gemma":[0.9332472,0.00803608,0.000047402336,0.00056737853,0.003035749,0.000204572,0.00019634375,0.00013096584,0.054534297],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99642617,0.00056110375,0.00079271005,0.00071892265,0.0003606025,0.001140512],"domain_scores_gemma":[0.9972163,0.0008675808,0.00044426235,0.0005470975,0.00058691524,0.00033787393],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000842471,0.00067993265,0.0009364625,0.00018826532,0.0012604911,0.0007141866,0.0004160737,0.00046837737,0.00027833777],"category_scores_gemma":[0.0007836697,0.0006752889,0.00049132784,0.00022781243,0.000969318,0.00084772526,0.0003363133,0.00077366456,0.00019289284],"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":[0.00018775098,0.0016781203,0.013607041,0.0009418014,0.0017032698,0.00050336967,0.7970819,0.0008695911,0.00019205768,0.15663652,0.017698526,0.008900056],"study_design_scores_gemma":[0.0007808349,0.00025253202,0.00037227522,0.00063488993,0.000012631444,0.000041600164,0.53898185,0.0007784543,0.00045104072,0.07960912,0.3772445,0.0008402949],"about_ca_topic_score_codex":0.003013513,"about_ca_topic_score_gemma":0.0048401216,"teacher_disagreement_score":0.35954598,"about_ca_system_score_codex":0.001142429,"about_ca_system_score_gemma":0.00085315964,"threshold_uncertainty_score":0.99956983},"labels":[],"label_agreement":null},{"id":"W2968477666","doi":"10.16995/dscn.351","title":"Les archives sans repos: enjeux d’une édition électronique","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Art history; Publishing; Literature","score_opus":0.025020653717972567,"score_gpt":0.26293630100983256,"score_spread":0.23791564729186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968477666","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3381141,0.037732225,0.0002257897,0.026647823,0.0023726933,0.0005743893,0.00025658653,0.00015245914,0.5939239],"genre_scores_gemma":[0.8099555,0.012094813,0.000007766393,0.00025880782,0.0006905557,0.000047627345,0.00004335703,0.00003509946,0.17686653],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977538,0.00020155558,0.00041703653,0.00056712795,0.0003367515,0.00072371244],"domain_scores_gemma":[0.99878156,0.00030804714,0.0002292751,0.00031834366,0.00013924394,0.00022353198],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002464133,0.0002915531,0.00049191504,0.00024687155,0.0014387147,0.00060921814,0.0003037254,0.00021833375,0.00037051793],"category_scores_gemma":[0.0002311239,0.00038074443,0.000327212,0.00049241027,0.0023650704,0.0010036142,0.00013759441,0.00041151352,0.00050418463],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004486427,0.000302727,0.0010534958,0.00045017988,0.00042015113,0.00008295969,0.85059035,0.000037840688,0.00012624894,0.05506408,0.033584807,0.05824233],"study_design_scores_gemma":[0.00019384005,0.00011802982,0.00052743463,0.00020643204,6.639057e-7,0.000012389048,0.3134814,0.000006366291,0.00003538305,0.02530773,0.6597874,0.00032290936],"about_ca_topic_score_codex":0.18801145,"about_ca_topic_score_gemma":0.59608763,"teacher_disagreement_score":0.62620264,"about_ca_system_score_codex":0.0013379009,"about_ca_system_score_gemma":0.00079866557,"threshold_uncertainty_score":0.99986446},"labels":[],"label_agreement":null},{"id":"W2968534011","doi":"10.16995/dscn.346","title":"Muséologie numérique: Action participative en réseau et canonisation selon l’intelligence artificielle","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Museology; Appropriation; Sociology; Reinterpretation; Relation (database); Humanities; Value (mathematics); Citizen journalism; Art; Anthropology; Aesthetics; Visual arts; Epistemology; Political science; Philosophy; Computer science; Law","score_opus":0.3067977117736714,"score_gpt":0.37590045530983834,"score_spread":0.06910274353616697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968534011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7620046,0.0064238324,0.05049004,0.025324373,0.0052203615,0.0014585635,0.0001413239,0.00046869443,0.14846818],"genre_scores_gemma":[0.958246,0.0015350423,0.00006034765,0.0009642584,0.00028188227,0.00008672261,0.00006466548,0.00004407323,0.038717035],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961217,0.00031262642,0.00079973124,0.0011241073,0.00055823417,0.0010836261],"domain_scores_gemma":[0.9969331,0.00086467137,0.00041103936,0.0007007106,0.0007505316,0.00033992928],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005421741,0.00069607556,0.00073594664,0.00012296307,0.0004148374,0.0021203165,0.00058603927,0.0003302758,0.00007571575],"category_scores_gemma":[0.00069163536,0.00057952217,0.00029557524,0.0007776266,0.0004415799,0.007884439,0.0008556595,0.00054495066,0.001158782],"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":[0.00013754216,0.0011956638,0.0013005941,0.00043434845,0.0005976662,0.0002022641,0.845667,0.012730744,0.0019855488,0.058396645,0.009103198,0.0682488],"study_design_scores_gemma":[0.0007091463,0.0018502523,0.0020460144,0.0007671011,0.0000019542413,0.00023327314,0.6994429,0.025304314,0.045479506,0.067569666,0.15456317,0.002032693],"about_ca_topic_score_codex":0.0013175613,"about_ca_topic_score_gemma":0.0017553654,"teacher_disagreement_score":0.19624133,"about_ca_system_score_codex":0.00064769725,"about_ca_system_score_gemma":0.00049006665,"threshold_uncertainty_score":0.9996656},"labels":[],"label_agreement":null},{"id":"W2973845739","doi":"10.16995/dscn.348","title":"Le positionnement éditorial dans l’édition critique numérique","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); Critical edition; Philology; Publishing; Diversification (marketing strategy); Computer science; Humanities; Library science; Epistemology; Sociology; Philosophy; Art; Literature","score_opus":0.021940859168780087,"score_gpt":0.2464506339837,"score_spread":0.22450977481491993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973845739","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3452461,0.0069309794,0.00015220496,0.009683049,0.017197875,0.0010857759,0.0021178306,0.00027379705,0.6173124],"genre_scores_gemma":[0.8447388,0.0010442751,0.000003877638,0.0006750152,0.010983127,0.00021148894,0.00062113395,0.00014293089,0.14157934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584395,0.00019181138,0.0010752385,0.0010074509,0.00070106855,0.0011804688],"domain_scores_gemma":[0.9974032,0.00037523906,0.00035707347,0.0006514685,0.00091757486,0.00029541305],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045076103,0.00090354844,0.0009868481,0.00018725765,0.0017718088,0.0033154967,0.00055274647,0.00036486425,0.00077882124],"category_scores_gemma":[0.00016275242,0.0009813554,0.0006355861,0.0001338159,0.0013054011,0.0049445126,0.0004749568,0.0007688694,0.0011316664],"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":[0.00013634631,0.0010790384,0.0001485587,0.0006450174,0.0006006363,0.00010403123,0.2597605,0.000043750304,0.00005135138,0.69246566,0.044142693,0.0008223809],"study_design_scores_gemma":[0.00092284067,0.0005450291,0.000042488806,0.0005372247,9.915487e-7,0.000031459593,0.4630902,0.000011107857,0.00022492037,0.05253175,0.48134464,0.0007173131],"about_ca_topic_score_codex":0.0011573172,"about_ca_topic_score_gemma":0.0033962424,"teacher_disagreement_score":0.63993394,"about_ca_system_score_codex":0.00055564457,"about_ca_system_score_gemma":0.00039223288,"threshold_uncertainty_score":0.99964607},"labels":[],"label_agreement":null},{"id":"W2975136481","doi":"10.16995/dscn.347","title":"Création littéraire et Web: un cas italien","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Textuality; Humanities; Narrative; Nous; Dialectic; Literature; Sociology; Art; Philosophy; Epistemology","score_opus":0.13369466475225195,"score_gpt":0.30978207316737844,"score_spread":0.1760874084151265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975136481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5738764,0.022117065,0.0016022313,0.029328873,0.0033146804,0.0007344815,0.0001723102,0.00031573782,0.36853823],"genre_scores_gemma":[0.90001005,0.0012004041,0.000041484815,0.0016520522,0.00041762693,0.000024818364,0.0000613976,0.00004271818,0.09654943],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700046,0.00010077015,0.000616207,0.000907177,0.00051577325,0.000859637],"domain_scores_gemma":[0.99780756,0.00026935604,0.00028101302,0.0006907487,0.0006176754,0.00033364477],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026676897,0.00061011186,0.00066246715,0.000097024014,0.00027931406,0.0030302762,0.00058587745,0.00023087878,0.000036756788],"category_scores_gemma":[0.00034693722,0.0004937509,0.0003310975,0.00069093064,0.00032471743,0.00982295,0.0011157494,0.0003351569,0.0014262567],"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":[0.000069538895,0.0012772463,0.0029571282,0.0006533695,0.0009834291,0.00065691146,0.70875424,0.00054137723,0.00056180265,0.13732795,0.033091474,0.11312553],"study_design_scores_gemma":[0.002107328,0.001296221,0.004573063,0.0010416933,0.0000014536756,0.0007734877,0.16116436,0.0032843952,0.002780706,0.08526489,0.73554623,0.002166153],"about_ca_topic_score_codex":0.00036856215,"about_ca_topic_score_gemma":0.000408705,"teacher_disagreement_score":0.70245475,"about_ca_system_score_codex":0.0002619156,"about_ca_system_score_gemma":0.0002873682,"threshold_uncertainty_score":0.9997514},"labels":[],"label_agreement":null},{"id":"W2976774595","doi":"10.16995/dscn.332","title":"Drones and Surveillance Cultures in a Global World","year":2019,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Drone; Political science; Context (archaeology); Democracy; Sociology; Politics; Law; Art; Geography","score_opus":0.012653580154329788,"score_gpt":0.2897007210707504,"score_spread":0.27704714091642063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976774595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7772903,0.09685842,0.000009599245,0.022336222,0.0014334113,0.0003022068,0.00009466004,0.000038284612,0.101636924],"genre_scores_gemma":[0.928734,0.0067096297,0.000005473339,0.0004897016,0.0004082647,0.000021902712,0.000016478185,0.0000105381405,0.06360398],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99814075,0.00017396439,0.0003280447,0.00049193116,0.00031191896,0.00055336626],"domain_scores_gemma":[0.9991401,0.00026174428,0.000117377494,0.0001782689,0.0001531376,0.00014940732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040581072,0.00028043202,0.00060973054,0.000065806526,0.00016325909,0.00024269492,0.00018159884,0.00016740833,0.00003374998],"category_scores_gemma":[0.0002774624,0.00024674708,0.0001395932,0.00117553,0.0006497199,0.0006729395,0.00016753023,0.0002305008,0.00008420912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031691907,0.00017172533,0.4534848,0.0002185566,0.0003559825,0.000055616867,0.5190407,0.000014414302,0.0000069127345,0.010726649,0.006768272,0.009124654],"study_design_scores_gemma":[0.0004919079,0.000052748517,0.009902222,0.00022887594,4.93382e-7,0.000005153054,0.4989315,0.000015597763,0.000007403181,0.015521916,0.47447127,0.00037090128],"about_ca_topic_score_codex":0.0016707259,"about_ca_topic_score_gemma":0.061538685,"teacher_disagreement_score":0.467703,"about_ca_system_score_codex":0.0002222306,"about_ca_system_score_gemma":0.000117997675,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W2994668618","doi":"10.16995/dscn.320","title":"Adjoined Conceptual Domains in the Bilingual Poetry of Pablo Picasso","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Categorization, perception, and language","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"PICASSO; Poetry; Art; Humanities; Realization (probability); Literature; Linguistics; Philosophy; Art history; Painting; Mathematics","score_opus":0.025753466016700616,"score_gpt":0.3112278823502181,"score_spread":0.28547441633351744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994668618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94528645,0.0009758149,0.00009367841,0.00031331496,0.0004597695,0.00042856138,0.00006613284,0.000047227488,0.052329022],"genre_scores_gemma":[0.9965559,0.000078596844,0.0000025539039,0.00021108371,0.00022033764,0.000037442605,0.00008444906,0.000023063265,0.0027865442],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986409,0.00012574269,0.00039810617,0.00032984908,0.00020422331,0.0003011917],"domain_scores_gemma":[0.99897826,0.00033308717,0.00013375518,0.00040226246,0.00011861985,0.000034019926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029448836,0.0001933987,0.0003564649,0.00008895852,0.00006963158,0.00003238211,0.00024453626,0.000115318966,0.00028616152],"category_scores_gemma":[0.00015357565,0.00014032611,0.00011526097,0.00034233867,0.00030956056,0.00015919308,0.000074420124,0.00017341986,0.00015735024],"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":[0.000095025964,0.0004008889,0.08624781,0.00003629422,0.0001403093,0.000020644773,0.90443546,0.000014415771,0.0004030759,0.0058511402,0.0013907183,0.0009642316],"study_design_scores_gemma":[0.0012508238,0.00016893417,0.042538375,0.00002155817,3.790348e-7,0.00002123083,0.94675946,0.0000028826573,0.0000732776,0.0009701955,0.008003051,0.00018985567],"about_ca_topic_score_codex":0.00021393201,"about_ca_topic_score_gemma":0.0007049429,"teacher_disagreement_score":0.051269453,"about_ca_system_score_codex":0.000048035705,"about_ca_system_score_gemma":0.000059812064,"threshold_uncertainty_score":0.57223326},"labels":[],"label_agreement":null},{"id":"W2996187296","doi":"10.16995/dscn.329","title":"GEMMS (Gateway to Early Modern Manuscript Sermons 1530–1715): Confronting the Challenges of Sermons Research","year":2019,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Opera; Humanities; Gateway (web page); Sermon; History; Art; Library science; Literature; World Wide Web; Computer science","score_opus":0.10197932010780175,"score_gpt":0.28414462822775305,"score_spread":0.1821653081199513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996187296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56000733,0.013993594,0.000007958051,0.004153629,0.00075746555,0.0006439438,0.000119000615,0.00007038807,0.42024666],"genre_scores_gemma":[0.9537154,0.00036314878,0.0000026508258,0.00023883164,0.0005832615,0.00010389954,0.000012102131,0.00004718453,0.044933528],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99784845,0.00013378343,0.0004141627,0.0004647316,0.0005439802,0.00059489644],"domain_scores_gemma":[0.9981961,0.0003338596,0.000118839016,0.0005522018,0.00067919365,0.00011978203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068098155,0.00028216824,0.00050656486,0.0001636247,0.0006084015,0.0002781951,0.0004691691,0.00008238435,0.0000823947],"category_scores_gemma":[0.00013641822,0.00019805042,0.00016579435,0.00008404845,0.00058257574,0.00045511674,0.0003847112,0.0004625242,0.0002443178],"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":[0.000059601098,0.00009526231,0.00012738799,0.00020490529,0.00020399888,0.000010316998,0.9275381,0.0000052219452,0.00026046828,0.055598848,0.014077747,0.0018181212],"study_design_scores_gemma":[0.00023192372,0.0002852209,0.00023620513,0.00017453363,5.7205506e-7,0.0000024046433,0.5117288,0.000012651014,0.00018162545,0.0065605757,0.48035005,0.00023538912],"about_ca_topic_score_codex":0.0002449132,"about_ca_topic_score_gemma":0.0020581894,"teacher_disagreement_score":0.46627232,"about_ca_system_score_codex":0.000081188475,"about_ca_system_score_gemma":0.00006864516,"threshold_uncertainty_score":0.8076261},"labels":[],"label_agreement":null},{"id":"W3000835686","doi":"10.16995/dscn.319","title":"GameSound, Quantitative Games Analysis, and the Digital Humanities","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Sociology; Art","score_opus":0.048644802559025334,"score_gpt":0.30103588169323275,"score_spread":0.25239107913420744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000835686","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39577058,0.008214536,0.0006158915,0.01597337,0.000192456,0.0005603622,0.00015690173,0.00022526797,0.57829064],"genre_scores_gemma":[0.9872075,0.0017515767,0.000006461603,0.0011652338,0.00025285504,0.00005041003,0.000028776043,0.000019187304,0.009518021],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983459,0.000089972455,0.00032090527,0.00039636402,0.00042393937,0.00042288096],"domain_scores_gemma":[0.9984132,0.0009025251,0.00015097094,0.00015348048,0.00019956134,0.00018028596],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00029008178,0.00025052627,0.0005893471,0.000071039154,0.00038545276,0.0013570967,0.00030072112,0.00006277502,0.000011525459],"category_scores_gemma":[0.0020109168,0.00017448042,0.00028947042,0.000677224,0.002936941,0.0010671612,0.00028140921,0.00016429751,0.00003913826],"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":[0.00010713981,0.00004755368,0.0037420245,0.000023766612,0.0013259138,0.0000142293175,0.9397347,0.000007275596,9.0050895e-7,0.036512293,0.0012715077,0.01721271],"study_design_scores_gemma":[0.000414294,0.00006501733,0.00028748068,0.000011958002,0.0000029453122,6.787162e-7,0.67868507,0.000013742885,0.000005294662,0.0041660145,0.3161653,0.00018220607],"about_ca_topic_score_codex":0.00012203235,"about_ca_topic_score_gemma":0.0013329823,"teacher_disagreement_score":0.59143686,"about_ca_system_score_codex":0.00004722095,"about_ca_system_score_gemma":0.00009393122,"threshold_uncertainty_score":0.9997765},"labels":[],"label_agreement":null},{"id":"W3001890058","doi":"10.16995/dscn.381","title":"Why Map Literature? Geospatial Prototyping for Literary Studies and Digital Humanities","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Digital humanities; Geospatial analysis; Paradise; Art; Computer science; Art history; Cartography; Geography","score_opus":0.05576763931177587,"score_gpt":0.3007460690036951,"score_spread":0.24497842969191924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001890058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5106196,0.29081094,0.003971249,0.10579125,0.0038141778,0.017501324,0.0023983691,0.002572414,0.06252072],"genre_scores_gemma":[0.9926101,0.0018782315,0.000040212508,0.00226956,0.0010672058,0.0010394664,0.000062016334,0.000033121687,0.0010000663],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979638,0.00005547015,0.00059078506,0.00043103215,0.00039843377,0.0005605216],"domain_scores_gemma":[0.998038,0.00046646237,0.00025086818,0.00014048858,0.0009722419,0.00013195866],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003340835,0.000373123,0.00064126134,0.00012055953,0.0016854375,0.0012616453,0.00023264093,0.00011485244,0.0000019620375],"category_scores_gemma":[0.0011921531,0.00032840244,0.00019056129,0.00036220736,0.00089919416,0.002813993,0.0003897976,0.0001695007,0.000012253688],"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":[0.000058251084,0.000021321543,0.0017950519,0.0009554238,0.00049737346,0.000006620259,0.979705,9.4548875e-7,0.0000010157069,0.0030633027,0.010651231,0.0032444622],"study_design_scores_gemma":[0.00039691373,0.0001437468,0.000059323687,0.00030172532,6.1980205e-7,0.0000022184227,0.61322236,0.0000070129618,0.000008927236,0.018281931,0.3672784,0.00029681678],"about_ca_topic_score_codex":0.00003380839,"about_ca_topic_score_gemma":0.00028435557,"teacher_disagreement_score":0.48199058,"about_ca_system_score_codex":0.00007242135,"about_ca_system_score_gemma":0.000062980966,"threshold_uncertainty_score":0.9999168},"labels":[],"label_agreement":null},{"id":"W3033740979","doi":"10.16995/dscn.325","title":"Absorbing DiRT: Tool Directories in the Digital Age","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Dirt; Directory; World Wide Web; Metadata; Computer science; Engineering","score_opus":0.08235127593239963,"score_gpt":0.2477645795590697,"score_spread":0.16541330362667006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033740979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5370731,0.0009818227,0.000004666997,0.0023663016,0.00027538335,0.00027004303,0.00020125596,0.00015972412,0.4586677],"genre_scores_gemma":[0.99055904,0.000069067224,6.0804757e-7,0.001971872,0.0010415745,0.000081473016,0.00008242657,0.000044283923,0.006149667],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982168,0.00003812577,0.00046725717,0.00040599902,0.0003768065,0.0004949801],"domain_scores_gemma":[0.99910766,0.00034745646,0.00010372394,0.00025007062,0.000111659465,0.00007940566],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00017103546,0.00036839675,0.00044691862,0.00005625535,0.00051398523,0.0044566514,0.0005078653,0.000048451613,0.00006594722],"category_scores_gemma":[0.00050177635,0.0002598305,0.00020983415,0.00011543296,0.0005928948,0.0022223932,0.0002861458,0.00034768146,0.00013618446],"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":[0.000047029313,0.00013796469,0.0010543151,0.00009199875,0.00011103196,0.0002261546,0.9209678,0.00000599398,0.0000022982663,0.06617811,0.006308691,0.0048685693],"study_design_scores_gemma":[0.00023138094,0.00011150961,0.00016875652,0.00004558949,2.2523778e-7,0.00000391859,0.523235,0.0000040849177,0.000007781599,0.008728815,0.46717504,0.00028783805],"about_ca_topic_score_codex":0.000042082673,"about_ca_topic_score_gemma":0.00065708533,"teacher_disagreement_score":0.46086636,"about_ca_system_score_codex":0.000055137116,"about_ca_system_score_gemma":0.000033771168,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W3082641876","doi":"10.16995/dscn.328","title":"Tagging My Tears and Fears: Text-Mining the Autoethnography","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoethnography; Reflexive pronoun; Computer science; Context (archaeology); Narrative; Psychology; World Wide Web; Literature; Art; Sociology; History","score_opus":0.21240016149277005,"score_gpt":0.45276345494161874,"score_spread":0.24036329344884869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082641876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60150594,0.0068208463,0.0029617543,0.3012592,0.00018398548,0.0006253423,0.000039598424,0.00028112525,0.086322226],"genre_scores_gemma":[0.9947146,0.0022171827,0.00023808128,0.0020696975,0.0002979478,0.000039014667,0.0000015146843,0.000018918447,0.0004030361],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976779,0.00081760605,0.00021175978,0.00032346032,0.00048873987,0.000480502],"domain_scores_gemma":[0.996845,0.0025600244,0.00008235976,0.000114560906,0.0001879062,0.00021013833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002921285,0.00015578484,0.00026418932,0.000044969438,0.0014116482,0.00039616728,0.00026613515,0.00008408813,0.000007408919],"category_scores_gemma":[0.005954661,0.00011235202,0.00010487664,0.0005836631,0.0026109507,0.00045002368,0.00030545742,0.00040207658,0.00001114239],"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":[0.0000108152635,0.000014524124,0.0012642392,0.000039377122,0.00010129604,0.000007605291,0.96753615,0.0000029479322,0.000027925737,0.0049810144,0.002498403,0.023515694],"study_design_scores_gemma":[0.00011541246,0.000058041183,0.00038550718,0.000038307327,1.4746097e-7,4.7573835e-7,0.8087273,0.000034521992,0.000013657029,0.011842737,0.17865348,0.00013037637],"about_ca_topic_score_codex":0.00022213283,"about_ca_topic_score_gemma":0.00022182219,"teacher_disagreement_score":0.39320868,"about_ca_system_score_codex":0.000037097165,"about_ca_system_score_gemma":0.00013900612,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W3087949676","doi":"10.16995/dscn.330","title":"Why Map Literature? Geospatial Prototyping for Literary Studies and Digital Humanities","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Digital humanities; Geospatial analysis; Humanities; Library science; Computer science; World Wide Web; Art; Geography; Cartography","score_opus":0.07909702057411007,"score_gpt":0.2629023339353984,"score_spread":0.18380531336128836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087949676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6381363,0.20407294,0.00031771988,0.022141116,0.0028622013,0.006909654,0.0067305956,0.0017104809,0.117118955],"genre_scores_gemma":[0.9824989,0.0005118174,0.000012897258,0.005063568,0.0026009257,0.0006594019,0.00030526792,0.00010221278,0.008245],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977949,0.000029772636,0.00060677365,0.00067456055,0.00028568675,0.0006083016],"domain_scores_gemma":[0.9983876,0.00036813918,0.00018967214,0.00021314672,0.00068357185,0.0001578756],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00012818289,0.0006028535,0.0007760965,0.00010777354,0.0010949706,0.005621127,0.00029421964,0.00008357994,0.000024798876],"category_scores_gemma":[0.0004047659,0.00050700264,0.00027457753,0.00006602949,0.0009203747,0.0047427006,0.00048177186,0.00029350366,0.000022171193],"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":[0.00022586787,0.00008591441,0.00010203147,0.0017630165,0.00065012876,0.00004140186,0.9276378,7.3671447e-7,0.0000021397943,0.03303336,0.028786866,0.007670715],"study_design_scores_gemma":[0.00054396543,0.00051113695,0.0000051290067,0.00041928416,0.0000011876787,0.000006601046,0.3591089,0.000011868699,0.000021755877,0.07226859,0.5666246,0.0004770327],"about_ca_topic_score_codex":0.00000603438,"about_ca_topic_score_gemma":0.00016372386,"teacher_disagreement_score":0.56852895,"about_ca_system_score_codex":0.000057756257,"about_ca_system_score_gemma":0.000038177724,"threshold_uncertainty_score":0.99973816},"labels":[],"label_agreement":null},{"id":"W3099700446","doi":"10.16995/dscn.333","title":"Listening at a Distance: Reading the Sound World of Gothic Literature with Topic Modeling and Text Analysis","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Music and Audio Processing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sound (geography); Context (archaeology); Reading (process); Narrative; Active listening; Sublime; Humanities; Art; Linguistics; History; Sociology; Literature; Philosophy; Communication; Acoustics","score_opus":0.023408684053873422,"score_gpt":0.24213028257210745,"score_spread":0.21872159851823403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099700446","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4464423,0.007120322,0.5376291,0.005453392,0.000031001568,0.00010476332,0.000006631982,0.0000651737,0.0031472747],"genre_scores_gemma":[0.9983632,0.00009890375,0.0003514972,0.000643581,0.000071457085,0.000010517659,0.0000034562922,0.000008575709,0.00044881552],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998966,0.000024352083,0.00022456102,0.00038581708,0.00019700507,0.00020226548],"domain_scores_gemma":[0.99933493,0.000116795156,0.00013342602,0.0002210861,0.0001316654,0.00006208112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011797987,0.00016926014,0.00034073825,0.0000613682,0.0003290472,0.00042269417,0.00029071158,0.00002928827,7.067938e-7],"category_scores_gemma":[0.000066323984,0.00010497318,0.0000795304,0.0012645957,0.00012529468,0.00059525383,0.00042067573,0.00016022327,5.7192415e-7],"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":[0.00005894636,0.00003394415,0.022824856,0.0005085764,0.0011439461,0.000052020012,0.95156807,0.010523404,0.00010462323,0.0031578848,0.00024051584,0.009783205],"study_design_scores_gemma":[0.001384601,0.00029413792,0.0008957472,0.0016878417,0.00001928991,0.00005851805,0.21361838,0.7535983,0.00084041496,0.019166306,0.007008698,0.0014278037],"about_ca_topic_score_codex":0.000004932644,"about_ca_topic_score_gemma":0.00008694062,"teacher_disagreement_score":0.74307483,"about_ca_system_score_codex":0.000031561776,"about_ca_system_score_gemma":0.000023988301,"threshold_uncertainty_score":0.4280682},"labels":[],"label_agreement":null},{"id":"W3103752848","doi":"10.16995/dscn.376","title":"Berlin Remix – A Computationally Generative “City Film” Artwork","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Symphony; Generative grammar; Theme (computing); Art; Visual arts; Style (visual arts); Art history; American film; Film festival; Film studies; Movie theater; Computer science; Artificial intelligence","score_opus":0.05742662535320096,"score_gpt":0.2450393536145574,"score_spread":0.18761272826135644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103752848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627179,0.0023332592,0.0008970562,0.004524139,0.00023124002,0.00019688891,0.0003772124,0.00016349403,0.028558822],"genre_scores_gemma":[0.99675363,0.000107438085,0.00012831442,0.0015033411,0.00034045213,0.0000036316953,0.00043632145,0.000005366356,0.0007215301],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988346,0.0000785865,0.00023944459,0.00035000817,0.00022445283,0.00027291907],"domain_scores_gemma":[0.99932104,0.00022595325,0.000075925076,0.00008312163,0.00012842489,0.00016552773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013436627,0.00020067974,0.0002838363,0.000013569536,0.00031563258,0.00014934962,0.00015616675,0.000055403863,0.00013159424],"category_scores_gemma":[0.00021562452,0.00015596126,0.000095431096,0.00023751268,0.00013299585,0.00035381046,0.000036411537,0.00016526,0.00034294793],"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":[0.00026824948,0.0001221623,0.4863919,0.00014108428,0.00067171664,0.00024017892,0.37176484,0.03738186,0.000049040696,0.000118337426,0.057963423,0.044887207],"study_design_scores_gemma":[0.0021656058,0.0013785311,0.27484757,0.00022468441,0.0000014622619,0.00007103783,0.5507761,0.036363713,0.0005128641,0.014348048,0.116780154,0.0025302428],"about_ca_topic_score_codex":0.000104034916,"about_ca_topic_score_gemma":0.0010751042,"teacher_disagreement_score":0.21154433,"about_ca_system_score_codex":0.00000748982,"about_ca_system_score_gemma":0.00004670801,"threshold_uncertainty_score":0.6359915},"labels":[],"label_agreement":null},{"id":"W3108414813","doi":"10.16995/dscn.373","title":"Materializing Data: New Research Methods for Feminist Digital Humanities","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Royal University; University of Waterloo; York University","funders":"","keywords":"Digital humanities; Humanities; Sociology; Computer science; Art","score_opus":0.5373962932531003,"score_gpt":0.44763018632106016,"score_spread":0.08976610693204018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108414813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045790073,0.0056634666,0.0019488353,0.008914982,0.0025258514,0.0019488407,0.0070028403,0.00091698073,0.92528814],"genre_scores_gemma":[0.94026744,0.000109252964,0.00017142616,0.0020093166,0.006133752,0.0001596088,0.0013729824,0.00017191554,0.04960431],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969917,0.0000979588,0.00069535756,0.00088862487,0.00042665473,0.0008996828],"domain_scores_gemma":[0.9972797,0.0009459391,0.00016398559,0.00064282236,0.0007017368,0.00026578715],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008047761,0.0004708892,0.0007127748,0.0001249355,0.0015579826,0.009598055,0.0012505488,0.00008859758,0.00015571562],"category_scores_gemma":[0.001920549,0.00042596975,0.00020797827,0.000104312145,0.0011447518,0.004359367,0.0016552212,0.00037157122,0.0001423255],"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":[0.00022334009,0.00013067364,0.000030379606,0.00039775053,0.00043056492,0.000021848296,0.64854074,0.0000010240167,0.000022061417,0.13521834,0.19279033,0.022192955],"study_design_scores_gemma":[0.00031598055,0.00024751184,9.638035e-7,0.000053693508,5.108369e-7,0.000003332472,0.41875917,0.000013246878,0.00007414044,0.027068648,0.55316436,0.00029843475],"about_ca_topic_score_codex":0.000092444934,"about_ca_topic_score_gemma":0.00023992795,"teacher_disagreement_score":0.89447737,"about_ca_system_score_codex":0.00009301481,"about_ca_system_score_gemma":0.00018652141,"threshold_uncertainty_score":0.9998192},"labels":[],"label_agreement":null},{"id":"W3113865371","doi":"10.16995/dscn.382","title":"Notes from the Field: Student Perspectives on Digital Pedagogy","year":2020,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sociology; Pedagogy; Library science; Humanities; Art; Computer science","score_opus":0.06855852804207005,"score_gpt":0.2995627530361309,"score_spread":0.23100422499406084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113865371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6965353,0.0024153686,0.000021878146,0.026428154,0.00037733893,0.00030275993,0.00057112606,0.00020446358,0.27314362],"genre_scores_gemma":[0.9888442,0.00016146745,5.400648e-7,0.0057398328,0.0021730447,0.000046518624,0.00006303168,0.00004500863,0.0029263424],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99831635,0.00003383595,0.00034524518,0.00052258116,0.0003922603,0.00038970658],"domain_scores_gemma":[0.9977474,0.0014938328,0.00011368389,0.00030247364,0.00021630533,0.0001262693],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00007081593,0.00038066084,0.0004078734,0.000030427065,0.00070008356,0.0030221245,0.0005333822,0.000052730982,0.00028058252],"category_scores_gemma":[0.0008391663,0.0002560945,0.00026330882,0.000049824277,0.0004928804,0.001307836,0.00040219896,0.00036597083,0.00032378992],"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":[0.00009145272,0.00020475774,0.0007519831,0.000013205329,0.00033582747,0.000030904193,0.9431588,0.000005293272,9.781352e-7,0.037768602,0.013434271,0.0042038905],"study_design_scores_gemma":[0.00026684877,0.00042417238,0.00015821391,0.000036050405,5.0935387e-7,7.8421493e-7,0.72614634,0.000002478672,0.000022376405,0.005706737,0.26697156,0.00026392195],"about_ca_topic_score_codex":0.000113358175,"about_ca_topic_score_gemma":0.00057498185,"teacher_disagreement_score":0.29230893,"about_ca_system_score_codex":0.000056365345,"about_ca_system_score_gemma":0.000042055424,"threshold_uncertainty_score":0.99998915},"labels":[],"label_agreement":null},{"id":"W3141762061","doi":"10.16995/dscn.83","title":"Subsidium: Master List of REKn Primary Sources","year":2011,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Narrative; Reading (process); The Renaissance; Span (engineering); Computer science; World Wide Web; Library science; History; Engineering; Linguistics; Art; Literature; Philosophy; Art history; Civil engineering","score_opus":0.11908415710715027,"score_gpt":0.22695394619157475,"score_spread":0.10786978908442448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141762061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49943703,0.0011133226,0.000004022573,0.00007822835,0.00025481047,0.00011988834,0.0000986695,0.00007685353,0.49881715],"genre_scores_gemma":[0.95517445,0.000108180895,0.000004120491,0.0002947986,0.0003766011,0.000032382468,0.00003970907,0.000045452904,0.04392433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99850243,0.00002942463,0.00049779046,0.0003182281,0.00026398903,0.0003881135],"domain_scores_gemma":[0.998986,0.0000979828,0.00020395924,0.0003118916,0.00031480147,0.000085355554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001734523,0.0003065087,0.0004941708,0.00010023297,0.00031530578,0.00041004037,0.00033354567,0.000057144956,0.00042526235],"category_scores_gemma":[0.00006242399,0.00025334605,0.0002265034,0.000046009245,0.00095514517,0.0014888147,0.00029278165,0.00017293505,0.00007787941],"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":[0.000111726345,0.00036242188,0.0028763027,0.00027112308,0.00030734856,0.000033503646,0.9425021,2.7369035e-7,0.000015132086,0.045635793,0.0057025184,0.0021817673],"study_design_scores_gemma":[0.00038228105,0.00031122362,0.00052732683,0.00013406268,7.778495e-7,0.00000768286,0.72600037,5.195941e-7,0.0005817578,0.025503179,0.2461205,0.000430305],"about_ca_topic_score_codex":0.000156675,"about_ca_topic_score_gemma":0.0008691924,"teacher_disagreement_score":0.45573738,"about_ca_system_score_codex":0.00004376224,"about_ca_system_score_gemma":0.000038009814,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W3155232785","doi":"10.16995/dscn.375","title":"Student Labour and Major Research Projects","year":2021,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coursework; Mentorship; Perspective (graphical); Sociology; Work (physics); Publishing; Library science; Political science; Management; Public relations; Pedagogy; Engineering; Art; Visual arts; Law; Computer science","score_opus":0.1390405446246454,"score_gpt":0.33579041745590255,"score_spread":0.19674987283125714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155232785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.683795,0.004374442,8.5668444e-7,0.001062142,0.0002773198,0.00021104839,0.00010044269,0.000079459496,0.3100993],"genre_scores_gemma":[0.88662726,0.0003873138,0.00000176072,0.0002989429,0.0005931489,0.00008908247,0.00002960441,0.00003524333,0.111937635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980782,0.000092896815,0.00030178486,0.00047704898,0.0004925033,0.0005575671],"domain_scores_gemma":[0.99833727,0.00027077203,0.000053881136,0.0002800904,0.0009398533,0.0001181155],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00043582957,0.00024353294,0.0003518282,0.00010619669,0.0009925631,0.0027333437,0.00020871659,0.000050797484,0.00015086068],"category_scores_gemma":[0.00031319616,0.00020961656,0.00009225138,0.00010140062,0.000734232,0.0011466533,0.0006940833,0.00035560105,0.00009216969],"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":[0.000025145195,0.00033413345,0.0011798615,0.00019558863,0.00026646466,0.00026726772,0.7094459,2.8934352e-7,0.000013987047,0.27707544,0.008450028,0.0027458984],"study_design_scores_gemma":[0.00028973838,0.000115681694,0.00045837666,0.000071748,1.6584002e-7,0.000015234877,0.66313356,3.903971e-7,0.000106122396,0.01868998,0.31691903,0.0001999634],"about_ca_topic_score_codex":0.00009466673,"about_ca_topic_score_gemma":0.0028844024,"teacher_disagreement_score":0.308469,"about_ca_system_score_codex":0.00008010962,"about_ca_system_score_gemma":0.00011153935,"threshold_uncertainty_score":0.9983019},"labels":[],"label_agreement":null},{"id":"W3155600448","doi":"10.16995/dscn.313","title":"Technical Topologies of Texts","year":2021,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Computer science; Task (project management); Software; A priori and a posteriori; Realm; Humanities; Programming language; Epistemology; Engineering; Mathematics; Philosophy; Geography","score_opus":0.05882968293180024,"score_gpt":0.27748489191065234,"score_spread":0.2186552089788521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155600448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19402714,0.11204448,0.00003353181,0.007030828,0.002030423,0.00021862976,0.000979706,0.00014387074,0.6834914],"genre_scores_gemma":[0.7976113,0.0042381226,0.0000110363,0.0002677577,0.0007710938,0.000031450047,0.000069473586,0.000046666395,0.19695313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754226,0.0000842184,0.0007970998,0.00053603895,0.00036695608,0.0006733954],"domain_scores_gemma":[0.9977607,0.0004989229,0.00023934756,0.00049274886,0.0008824208,0.00012584886],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00022813966,0.00046955812,0.000878143,0.00008692522,0.0005771559,0.0009761063,0.00036333865,0.00021030915,0.0005548225],"category_scores_gemma":[0.00075014087,0.00045283526,0.00048139412,0.00012770391,0.002963355,0.0014887697,0.0008021533,0.00043546272,0.0001179482],"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":[0.00006758365,0.0012985326,0.00040973036,0.0010954425,0.0006663745,0.0005236543,0.22575858,0.000009857072,0.000055230903,0.7063052,0.039805096,0.024004733],"study_design_scores_gemma":[0.00024640982,0.0002039178,0.00007192574,0.0003409045,8.917488e-7,0.000055701043,0.44461405,9.826779e-7,0.0005997758,0.059394285,0.49414128,0.00032986913],"about_ca_topic_score_codex":0.00012148231,"about_ca_topic_score_gemma":0.0015627419,"teacher_disagreement_score":0.6469109,"about_ca_system_score_codex":0.00014302538,"about_ca_system_score_gemma":0.0002208764,"threshold_uncertainty_score":0.99979234},"labels":[],"label_agreement":null},{"id":"W3160299235","doi":"10.16995/dscn.377","title":"Collaborating with GLAM Institutions","year":2021,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Simon Fraser University; University of Victoria; McGill University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of Victoria; McGill University","keywords":"Library science; Scholarship; The Renaissance; Special collections; Art; Digital collections; Digital library; Humanities; Art history; Sociology; Political science; Literature; Poetry; Computer science","score_opus":0.08353301959933798,"score_gpt":0.2674185763642568,"score_spread":0.18388555676491883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160299235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39403278,0.0011877028,0.000023918106,0.00084080134,0.00029451988,0.00011425007,0.00016588166,0.00013773015,0.6032024],"genre_scores_gemma":[0.96216595,0.000070012036,0.000008765788,0.00049212604,0.0004879607,0.00005879413,0.00010469182,0.000028810531,0.03658286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99882466,0.000023488987,0.00026841895,0.00031785422,0.00022811064,0.0003374452],"domain_scores_gemma":[0.9987273,0.000098601195,0.00008297426,0.00023418582,0.00077422766,0.00008269357],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0000797881,0.00024078118,0.00030701535,0.00004773289,0.0009901904,0.0017692063,0.00013961217,0.000034866647,0.00012962776],"category_scores_gemma":[0.00017455005,0.00019497999,0.000086032574,0.00011998424,0.0005929898,0.001615607,0.00016367469,0.0001744535,0.00007129931],"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":[0.000026894026,0.00023525393,0.00033107208,0.000085025145,0.000320514,0.00025295338,0.4305335,0.000027641285,0.0000089970445,0.5610876,0.0055680745,0.0015224722],"study_design_scores_gemma":[0.00023092049,0.00007329798,0.000017299211,0.00007645386,2.4791927e-7,0.000017776916,0.5197153,0.0000012400689,0.00008882204,0.004337203,0.47523916,0.00020229943],"about_ca_topic_score_codex":0.000029478799,"about_ca_topic_score_gemma":0.006216997,"teacher_disagreement_score":0.5681332,"about_ca_system_score_codex":0.0000761008,"about_ca_system_score_gemma":0.00027888108,"threshold_uncertainty_score":0.99926704},"labels":[],"label_agreement":null},{"id":"W3205836984","doi":"10.16995/dscn.372","title":"Transcribing and Collating for Digital Stemmatology. The Case of Troilus and Criseyde","year":2021,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Collation; Transcription (linguistics); Computer science; Process (computing); Focus (optics); Linguistics; Philosophy","score_opus":0.070871124471773,"score_gpt":0.2621241069930862,"score_spread":0.19125298252131318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205836984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94212496,0.00537586,0.000040796112,0.00080202485,0.00015997862,0.00028615323,0.0005568144,0.00003923646,0.05061419],"genre_scores_gemma":[0.99601245,0.000103231294,0.00000410647,0.00011515426,0.00014611833,0.000045568864,0.00002402953,0.000025698537,0.0035236713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899745,0.000023522443,0.0003576331,0.00027336678,0.000081337595,0.0002666963],"domain_scores_gemma":[0.9987756,0.0006167159,0.00010741082,0.00014710233,0.0002970008,0.000056156678],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00013697235,0.00020612478,0.00039206463,0.000035077675,0.0007164461,0.0011446741,0.000077215125,0.00003942693,0.000007992914],"category_scores_gemma":[0.00024413689,0.00015282008,0.00011275527,0.000034188448,0.000702283,0.0009452571,0.00013892328,0.00010820781,7.1732075e-7],"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":[0.00008784011,0.00013019513,0.0007171077,0.00071162777,0.0005059829,0.00050353643,0.83351016,0.000003040382,0.000022779224,0.14244066,0.0009814266,0.020385617],"study_design_scores_gemma":[0.00058132625,0.00013763865,0.000015462667,0.00010249299,0.0000016737092,0.00063931674,0.9416931,0.0000305873,0.00011206733,0.019938236,0.036536615,0.00021142715],"about_ca_topic_score_codex":0.000029679884,"about_ca_topic_score_gemma":0.0013206722,"teacher_disagreement_score":0.122502424,"about_ca_system_score_codex":0.000016064228,"about_ca_system_score_gemma":0.000035833655,"threshold_uncertainty_score":0.99989223},"labels":[],"label_agreement":null},{"id":"W4200356778","doi":"10.16995/dscn.8094","title":"Advances and Limitations in Open Source Arabic-Script OCR: A Case Study","year":2021,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Endowment for the Humanities","keywords":"Typeface; Arabic; Open source; Humanities; Natural language processing; Artificial intelligence; Computer science; Linguistics; Art; Philosophy; Programming language; Software","score_opus":0.07025261429829413,"score_gpt":0.310846118016601,"score_spread":0.24059350371830687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200356778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8913772,0.0062214667,0.07155329,0.0026003025,0.00019612799,0.0013468434,0.000018160808,0.0004578011,0.026228819],"genre_scores_gemma":[0.99631774,0.0011189936,0.0010225751,0.00027032,0.000029070123,0.00039447565,0.000005052597,0.000016945865,0.0008247938],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983631,0.0001390549,0.0003714867,0.00065856957,0.00017434263,0.00029348602],"domain_scores_gemma":[0.99866897,0.0004175177,0.00009713049,0.00041124836,0.0003118722,0.000093255236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029634402,0.00022026068,0.00038237133,0.000121741934,0.00025573155,0.0008799527,0.000471314,0.000046774014,0.0000014870168],"category_scores_gemma":[0.0006098588,0.00021379348,0.000048939375,0.0006247026,0.000108980494,0.002591141,0.0016736283,0.00017696385,0.000009259869],"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":[0.00001235552,0.0014634317,0.010642311,0.00009850047,0.0001337609,0.0081049595,0.40433866,0.0000143535,0.00004154263,0.0004675681,0.00079354295,0.573889],"study_design_scores_gemma":[0.001007981,0.00032296253,0.0004488518,0.00010803009,3.0301672e-7,0.001967547,0.95137066,0.00025420394,0.0009360005,0.02412192,0.019002575,0.00045896223],"about_ca_topic_score_codex":0.00011949213,"about_ca_topic_score_gemma":0.0046849493,"teacher_disagreement_score":0.57343006,"about_ca_system_score_codex":0.00006227653,"about_ca_system_score_gemma":0.00010132392,"threshold_uncertainty_score":0.8718245},"labels":[],"label_agreement":null},{"id":"W4205801294","doi":"10.16995/dscn.8098","title":"Towards Language Sensitivity and Diversity in the Digital Humanities","year":2021,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Diversity (politics); Digital humanities; Humanities; Multilingualism; Sociology; Representation (politics); Pedagogy; Political science; Anthropology; Philosophy","score_opus":0.10022665570985444,"score_gpt":0.392560524275263,"score_spread":0.29233386856540855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205801294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8093398,0.0006230252,0.0000047244407,0.0038174463,0.00011186425,0.00008811668,0.000045573743,0.000030237079,0.18593922],"genre_scores_gemma":[0.99577385,0.000275772,0.0000013574451,0.00078046543,0.00022362969,0.0000053961344,0.000014131903,0.0000044650506,0.002920932],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99919176,0.00013749127,0.000101065285,0.00016596632,0.00019489044,0.00020879782],"domain_scores_gemma":[0.9994113,0.00030949456,0.000033949047,0.000103573024,0.000100047684,0.000041676598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033932057,0.00009445951,0.00014426293,0.000030429113,0.0006749068,0.00033064585,0.00008960126,0.00004176401,0.0000092085875],"category_scores_gemma":[0.0010063768,0.000077783894,0.000046704074,0.00016743827,0.00039337177,0.00035322714,0.00028230404,0.00011225854,0.0000088546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031270556,0.000067486995,0.00833051,0.000012054167,0.000017953838,0.0000490284,0.97821593,4.105916e-7,0.0000030367187,0.0022928799,0.00041801907,0.010589569],"study_design_scores_gemma":[0.00011345541,0.000007328967,0.009078798,0.000012534398,9.940127e-8,0.000004906329,0.95219636,0.0000013514288,0.000039329312,0.0011624258,0.03728737,0.000096029755],"about_ca_topic_score_codex":0.0030527737,"about_ca_topic_score_gemma":0.019565543,"teacher_disagreement_score":0.18643406,"about_ca_system_score_codex":0.000061750936,"about_ca_system_score_gemma":0.00015321138,"threshold_uncertainty_score":0.9983248},"labels":[],"label_agreement":null},{"id":"W4210598339","doi":"10.16995/dscn.8074","title":"Lessons Learned: A Reflection of Five Years of Engaging Educators with Digital Museum Resources","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Focus group; Professional development; Digital content; Psychology; Sociology; Medical education; Pedagogy; Knowledge management; Multimedia; Computer science; Business; Marketing; Medicine","score_opus":0.05626103065574371,"score_gpt":0.27631208502169824,"score_spread":0.2200510543659545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210598339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521586,0.00054977107,0.0000022877398,0.00076889317,0.00018921701,0.0001555867,0.00026110242,0.00005592016,0.04585867],"genre_scores_gemma":[0.9935958,0.000059381462,0.0000020868429,0.000038111968,0.00014273272,0.00005804899,0.00003250496,0.000027523372,0.006043842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894494,0.000037227594,0.00027824717,0.00025426375,0.00026922193,0.0002161085],"domain_scores_gemma":[0.9993457,0.00009243769,0.00021513429,0.00016737003,0.00013802724,0.000041302756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010860681,0.00016616614,0.00033145907,0.00008781318,0.000446806,0.00012823592,0.00016160961,0.000020239197,0.0000873568],"category_scores_gemma":[0.00005371318,0.00013906388,0.00011821012,0.00011688617,0.00035907092,0.00045874904,0.00022048368,0.00020823267,0.0000032282574],"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":[0.00012526203,0.00023901738,0.00029990321,0.00009699725,0.00025568626,0.000009706596,0.9879527,0.000074706695,0.000052284315,0.0029669935,0.0014883899,0.0064383727],"study_design_scores_gemma":[0.00022121213,0.00033715504,0.00010289974,0.000050279243,5.8407306e-7,0.0000058908463,0.8045031,0.0000033507372,0.000078708414,0.0009410499,0.19359966,0.00015615496],"about_ca_topic_score_codex":0.00034250572,"about_ca_topic_score_gemma":0.00047491363,"teacher_disagreement_score":0.19211127,"about_ca_system_score_codex":0.00006183369,"about_ca_system_score_gemma":0.000045804554,"threshold_uncertainty_score":0.56708604},"labels":[],"label_agreement":null},{"id":"W4225331947","doi":"10.16995/dscn.8076","title":"Mining Medical Journals: Religion and Ideology in Nineteenth-Century Medicine.","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ideology; Humanities; Vocabulary; Library science; Sociology; Art; Political science; Linguistics; Philosophy; Computer science; Politics; Law","score_opus":0.05227453801467093,"score_gpt":0.38131625298654265,"score_spread":0.32904171497187173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225331947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083238,0.02698021,0.0005873618,0.039968945,0.0005098062,0.00013803985,0.0000038167927,0.000049238934,0.023438735],"genre_scores_gemma":[0.99194497,0.006515238,0.000029262246,0.0007249749,0.0003187612,0.00003320337,0.000008479471,0.0000075933285,0.00041754488],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99787885,0.00051114295,0.00037914404,0.00026260215,0.0006949184,0.00027334166],"domain_scores_gemma":[0.9983344,0.0012261164,0.00013012212,0.000066125845,0.00011084445,0.00013236725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002361387,0.000112906164,0.00034596762,0.0001876922,0.00063299615,0.00003618335,0.00019116,0.000053145504,0.00014200383],"category_scores_gemma":[0.0029359446,0.00010036271,0.000060841983,0.00056441437,0.0004861151,0.0001648057,0.00036271082,0.0002550406,0.00000184069],"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":[0.000060422684,0.0001831625,0.08487488,0.000024516343,0.00024265813,0.00027328925,0.7877336,0.00025151222,0.000008531696,0.009021107,0.011842244,0.105484046],"study_design_scores_gemma":[0.0005653151,0.000100782396,0.0029340773,0.000059429123,5.028038e-7,0.00003087513,0.7845208,0.00024800753,9.95285e-7,0.045614615,0.16574734,0.00017725452],"about_ca_topic_score_codex":0.0007451862,"about_ca_topic_score_gemma":0.0021120103,"teacher_disagreement_score":0.1539051,"about_ca_system_score_codex":0.00013986185,"about_ca_system_score_gemma":0.00015540012,"threshold_uncertainty_score":0.48685586},"labels":[],"label_agreement":null},{"id":"W4226242566","doi":"10.16995/dscn.8103","title":"Designing an API-Based Protocol for the Interoperability of Textual Resources","year":2021,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metadata; Interoperability; Computer science; Protocol (science); World Wide Web; Consistency (knowledge bases); Humanities; Artificial intelligence; Art","score_opus":0.06248693367633533,"score_gpt":0.3149817107572341,"score_spread":0.25249477708089874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226242566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094840206,0.00018199455,0.8060037,0.0037035574,0.00023157387,0.06977489,0.00005163634,0.00041795004,0.024794497],"genre_scores_gemma":[0.9675145,0.0000014404882,0.0006549267,0.00020012668,0.000060690527,0.031135095,0.000006628079,0.000012808146,0.00041374125],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861306,0.000076495344,0.0003420593,0.00045701483,0.00024398656,0.00026735826],"domain_scores_gemma":[0.998321,0.00051213894,0.00012898368,0.0006010212,0.0003815483,0.000055320754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040476923,0.00019114302,0.00027637323,0.000037691632,0.0002449457,0.00052180904,0.00077440456,0.00003611931,0.0000023170521],"category_scores_gemma":[0.00032371818,0.000119479846,0.00015050225,0.00026058542,0.00024487398,0.001046112,0.00053222384,0.000086679225,0.0000026043772],"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":[0.0012337551,0.0071605174,0.004977022,0.0031619656,0.00171656,0.00013844427,0.6141851,0.0014120649,0.0010745348,0.06755482,0.01053989,0.28684536],"study_design_scores_gemma":[0.005473733,0.00297748,0.001117098,0.00056531065,0.0000016675112,0.000011423511,0.3717023,0.02826299,0.06736043,0.123537175,0.39744124,0.0015491537],"about_ca_topic_score_codex":0.000009655702,"about_ca_topic_score_gemma":0.00009319541,"teacher_disagreement_score":0.87267435,"about_ca_system_score_codex":0.000035108715,"about_ca_system_score_gemma":0.00008562141,"threshold_uncertainty_score":0.5031817},"labels":[],"label_agreement":null},{"id":"W4226381380","doi":"10.16995/dscn.8079","title":"Mapping Late Hokusai Research: Digitizing and Publishing Bilingual Research Data","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","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":true,"route_about_ca":false,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Metadata; Documentation; World Wide Web; Publishing; Computer science; Digital curation; Rendering (computer graphics); Library science; Visual arts; Art; Literature; Computer graphics (images)","score_opus":0.5691471813503398,"score_gpt":0.46631778712480565,"score_spread":0.10282939422553417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226381380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7736855,0.014455756,0.020039538,0.08841911,0.0008967925,0.0024094828,0.00070405466,0.00083304365,0.09855673],"genre_scores_gemma":[0.99104667,0.003309114,0.00039488147,0.0002015444,0.00024332848,0.00018703633,0.00022108934,0.000041858148,0.004354465],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99127084,0.00163156,0.00050459977,0.0019200663,0.0031162044,0.0015567094],"domain_scores_gemma":[0.9908628,0.0046904935,0.00015979949,0.003171637,0.0008336687,0.00028161277],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.024876013,0.00025064283,0.00035044373,0.0011483408,0.0034026713,0.026160281,0.008444252,0.00005345833,0.000005036315],"category_scores_gemma":[0.018698351,0.00024986596,0.00004439765,0.003498419,0.00066707854,0.08520437,0.08089375,0.0022541066,0.000021256612],"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":[0.00016424853,0.0011921531,0.0058362163,0.0009608396,0.0013949655,0.003592192,0.47183204,0.00027962713,0.0005644886,0.08354969,0.16308123,0.26755235],"study_design_scores_gemma":[0.00037505504,0.00017922721,0.00021128808,0.00006539756,7.176021e-8,0.000041557265,0.42602143,0.0032748317,0.00003975865,0.017798137,0.55168617,0.00030706875],"about_ca_topic_score_codex":0.00044633972,"about_ca_topic_score_gemma":0.00015937412,"teacher_disagreement_score":0.38860494,"about_ca_system_score_codex":0.00035390348,"about_ca_system_score_gemma":0.00050954625,"threshold_uncertainty_score":0.99999535},"labels":[],"label_agreement":null},{"id":"W4229010387","doi":"10.16995/dscn.8106","title":"Concept Detection in Philosophical Corpora","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Cosine similarity; Natural language processing; Document retrieval; Information retrieval; Similarity (geometry); Artificial intelligence; Word (group theory); Embedding; Linguistics; Pattern recognition (psychology); Philosophy; Image (mathematics)","score_opus":0.025000278519651958,"score_gpt":0.2731868783958897,"score_spread":0.24818659987623773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229010387","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3199833,0.0017229605,0.6625121,0.0073023583,0.0004200128,0.00060369394,0.000024358684,0.0012145438,0.006216642],"genre_scores_gemma":[0.99889857,0.00004489709,0.0002851221,0.0002991314,0.00006134211,0.00025078046,0.000007814532,0.000015672196,0.00013667886],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998402,0.00009125641,0.00033508523,0.0005296886,0.00034110303,0.00030085523],"domain_scores_gemma":[0.99915725,0.00012624291,0.00014790565,0.00042385122,0.000088816174,0.00005595072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022500083,0.00019389039,0.00033445525,0.00018748872,0.00029261276,0.0000879666,0.00064770796,0.00004095789,0.0000045733277],"category_scores_gemma":[0.00012526836,0.00020216906,0.000116043884,0.00093601,0.0001368806,0.00081705174,0.0012973634,0.00035348494,0.000008025851],"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":[0.00020132195,0.0028454901,0.0074541206,0.00010706471,0.00082468527,0.0017147536,0.398585,0.00890175,0.005331435,0.091646954,0.0030355575,0.47935188],"study_design_scores_gemma":[0.0010380171,0.0006702849,0.000499884,0.000028460623,2.5050377e-7,0.00012570154,0.07694628,0.0073981546,0.0136385085,0.8802648,0.018390214,0.0009994187],"about_ca_topic_score_codex":0.000020673162,"about_ca_topic_score_gemma":0.000051528146,"teacher_disagreement_score":0.78861785,"about_ca_system_score_codex":0.00032298357,"about_ca_system_score_gemma":0.00004253142,"threshold_uncertainty_score":0.82442147},"labels":[],"label_agreement":null},{"id":"W4229083844","doi":"10.16995/dscn.8107","title":"Distant Approaches to the Printed Page","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Paragraph; Reading (process); Object (grammar); Plot (graphics); Segmentation; Gesture; Computer science; Art; Literature; Linguistics; Artificial intelligence; Philosophy; World Wide Web; Mathematics","score_opus":0.1823476830095394,"score_gpt":0.23926038477723796,"score_spread":0.056912701767698554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229083844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5127423,0.0010143594,0.000032271106,0.006835086,0.00083977514,0.00058729306,0.00047358262,0.00018950248,0.47728583],"genre_scores_gemma":[0.9510928,0.000014254567,8.2272834e-7,0.00096791575,0.00042602263,0.0004804206,0.00006675557,0.000039116556,0.046911914],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847543,0.00006403425,0.00031015597,0.00036480644,0.00037124412,0.0004143196],"domain_scores_gemma":[0.9992471,0.00013487283,0.000084832296,0.0003691525,0.00007997774,0.00008409919],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00032570935,0.00025712448,0.00028017382,0.00006335575,0.0019479757,0.0011495322,0.00053438375,0.00001561071,0.00029622458],"category_scores_gemma":[0.00009623911,0.00017811655,0.0001715149,0.00008743387,0.0003166247,0.00053529034,0.0010217424,0.00030605996,0.00009074589],"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":[0.00005695378,0.00021351548,0.000106712716,0.000030937103,0.00018131344,0.000026256635,0.7762444,0.00005773826,0.000001538123,0.20015389,0.01985887,0.0030678806],"study_design_scores_gemma":[0.0000859665,0.00010618987,0.000018552526,0.000007020561,1.3808085e-7,0.0000042270062,0.48153025,0.000006396828,0.000006831731,0.008728506,0.50935155,0.00015438505],"about_ca_topic_score_codex":0.000048554193,"about_ca_topic_score_gemma":0.0010387118,"teacher_disagreement_score":0.48949268,"about_ca_system_score_codex":0.00013190699,"about_ca_system_score_gemma":0.000035662917,"threshold_uncertainty_score":0.99988735},"labels":[],"label_agreement":null},{"id":"W4244313956","doi":"10.16995/dscn.146","title":"Putting Humpty Together Again: Otto Ege’s Scattered Leaves","year":2008,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"French Literature and Poetry","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Philosophy","score_opus":0.0544574079533851,"score_gpt":0.23968198382126626,"score_spread":0.18522457586788116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244313956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63278776,0.0076416745,0.000035542744,0.002043941,0.0009537719,0.00023672504,0.00013081323,0.00025567372,0.35591412],"genre_scores_gemma":[0.9448066,0.00026139073,0.000013657625,0.001253328,0.0017988248,0.000044015742,0.000058330006,0.000044706656,0.051719155],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852586,0.00004000773,0.0003639146,0.00039520205,0.00021791192,0.0004571015],"domain_scores_gemma":[0.99915004,0.00013387113,0.00012327865,0.00029442165,0.0002096077,0.00008879112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011224564,0.00033615803,0.00040854415,0.00008442248,0.00080418313,0.00033678353,0.00021460613,0.00007824318,0.00018562385],"category_scores_gemma":[0.00009167507,0.00027334664,0.00019713108,0.00006566426,0.0005691031,0.00073106476,0.00015376053,0.00024047555,0.00021865826],"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":[0.000015604875,0.00013759897,0.0022871564,0.000089066096,0.00026007878,0.00009041852,0.89575046,0.0000025468476,0.00004302165,0.0029773286,0.09486398,0.0034827597],"study_design_scores_gemma":[0.00038087796,0.00010204089,0.00024575304,0.000117781674,3.6456487e-7,0.0000324775,0.22126833,0.0000044314397,0.00043717193,0.005149601,0.77182907,0.0004320942],"about_ca_topic_score_codex":0.00009336172,"about_ca_topic_score_gemma":0.00037836365,"teacher_disagreement_score":0.6769651,"about_ca_system_score_codex":0.00004731538,"about_ca_system_score_gemma":0.000036680263,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W4280537595","doi":"10.16995/dscn.8095","title":"Genetic Criticism and Analysis of Interface Design. A Case Study","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université du Luxembourg","keywords":"Criticism; Humanities; Interface (matter); Interpretation (philosophy); Humanism; Philosophy; Computer science; Art; Literature; Theology; Linguistics","score_opus":0.04617104600592276,"score_gpt":0.3160567835353672,"score_spread":0.26988573752944445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280537595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7717822,0.00041187406,0.2268982,0.00024485766,0.00011937025,0.00027828978,0.0000134483125,0.00008388567,0.00016783443],"genre_scores_gemma":[0.99924433,0.000008130097,0.00035836225,0.000066649445,0.000008308927,0.00017063945,0.0000012108377,0.000009499777,0.00013283866],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998649,0.00014826517,0.00036241344,0.0004446879,0.0001955384,0.00020011723],"domain_scores_gemma":[0.9988516,0.00024412661,0.00016088417,0.00039870248,0.00032036644,0.0000243308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028904612,0.00016786074,0.00039274583,0.0005161343,0.00033567572,0.00008012648,0.00037120903,0.000026954856,0.0000059359827],"category_scores_gemma":[0.00014939898,0.00016954556,0.000060483937,0.0017302982,0.00016787466,0.00038441696,0.0013748538,0.00021785761,0.0000015016162],"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":[0.000060883704,0.001928942,0.018585421,0.000055110122,0.0074952887,0.0052289306,0.94572,0.0036217577,0.0010962151,0.0014045242,0.0006506676,0.0141522195],"study_design_scores_gemma":[0.0005045835,0.0013744208,0.0016088327,0.000008650639,0.000005933764,0.001251999,0.9775803,0.012262896,0.0016247272,0.0031699045,0.00028447591,0.0003232535],"about_ca_topic_score_codex":0.00007323767,"about_ca_topic_score_gemma":0.00009936717,"teacher_disagreement_score":0.22746213,"about_ca_system_score_codex":0.00011163011,"about_ca_system_score_gemma":0.000031629294,"threshold_uncertainty_score":0.6913867},"labels":[],"label_agreement":null},{"id":"W4280639420","doi":"10.16995/dscn.8097","title":"Style and Rhetoric of Spanish Politics on Twitter","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Rhetorical question; Ideology; Rhetoric; Politics; Style (visual arts); Feminism; Context (archaeology); Sentiment analysis; Sociology; Political science; Linguistics; Gender studies; Law; Computer science; Artificial intelligence; History","score_opus":0.0442642528943526,"score_gpt":0.3154785084877102,"score_spread":0.2712142555933576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280639420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402996,0.0005130132,0.000004881282,0.0031446023,0.00067951303,0.00017054245,0.000080257116,0.00004309088,0.05506452],"genre_scores_gemma":[0.9960962,0.00024509872,0.000002277972,0.0005944877,0.00045242824,0.00004331397,0.000006175076,0.000013938424,0.0025460892],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884444,0.00010899358,0.00017591818,0.00016797947,0.00036346755,0.00033916792],"domain_scores_gemma":[0.9991939,0.00042009726,0.000082867205,0.0001044363,0.00009355965,0.00010514314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015754579,0.00010918074,0.0002336814,0.000047768546,0.0006820894,0.000040983385,0.00013663937,0.000043432534,0.000022989847],"category_scores_gemma":[0.00045010366,0.000113136804,0.00006263003,0.00019432732,0.00045124118,0.00010003696,0.00018457173,0.00014692153,0.0000055210603],"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":[0.0000100670495,0.00013395477,0.010358881,0.000028382807,0.0000781533,0.000010180362,0.9547876,0.0000024663375,0.000013062489,0.027378097,0.006394132,0.00080502563],"study_design_scores_gemma":[0.00016246711,0.00012389591,0.00031925863,0.000007867072,2.1669413e-7,9.465437e-7,0.7681021,6.4856164e-7,0.000109910936,0.015364913,0.21569636,0.00011139565],"about_ca_topic_score_codex":0.00059581856,"about_ca_topic_score_gemma":0.00008483726,"teacher_disagreement_score":0.20930223,"about_ca_system_score_codex":0.00017059622,"about_ca_system_score_gemma":0.00012971464,"threshold_uncertainty_score":0.52461493},"labels":[],"label_agreement":null},{"id":"W4280652285","doi":"10.16995/dscn.8078","title":"Representation of Non-Western Cultural Knowledge on Wikipedia: The Case of the Visual Arts","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Representation (politics); Digital humanities; The arts; Art; Humanities; Visual arts; Art history; Computer science; Political science","score_opus":0.048975499557116164,"score_gpt":0.39846028984052995,"score_spread":0.3494847902834138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280652285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96017146,0.00020528135,0.000010512759,0.004458631,0.00086045277,0.00038751512,0.000023964465,0.000014360652,0.033867806],"genre_scores_gemma":[0.9965348,0.000055845263,6.030239e-7,0.00010629938,0.00022706143,0.00012206,0.0000054458164,0.000005897186,0.002941973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99906385,0.0002205843,0.00021811381,0.00014313954,0.00023530223,0.000119026576],"domain_scores_gemma":[0.99899286,0.00029048542,0.0002018687,0.00016141006,0.0003298863,0.000023484543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032009854,0.00007884523,0.00013935556,0.000033935088,0.0009141823,0.000048329337,0.00018699074,0.00002449521,0.000010839556],"category_scores_gemma":[0.00045883292,0.00005020849,0.00007817194,0.00080115173,0.00037590356,0.00022013688,0.00016286658,0.00010662957,0.0000031909174],"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":[0.000030345105,0.00028356546,0.0034520647,0.00001267077,0.00004959724,0.00000427874,0.9835511,0.00011954372,0.000048852053,0.0021154007,0.0062246737,0.004107923],"study_design_scores_gemma":[0.00016815812,0.00008041817,0.00093673053,0.000010388388,4.0967774e-7,0.0000060409775,0.9825753,0.000016131566,0.00067473616,0.0008491985,0.014620169,0.00006232612],"about_ca_topic_score_codex":0.00033365568,"about_ca_topic_score_gemma":0.0033344203,"teacher_disagreement_score":0.036363337,"about_ca_system_score_codex":0.00011362006,"about_ca_system_score_gemma":0.0001842029,"threshold_uncertainty_score":0.70312434},"labels":[],"label_agreement":null},{"id":"W4282550256","doi":"10.16995/dscn.8104","title":"De la scène artistique à la scène scolaire: extension des territoires de la médiation culturelle par le numérique dans les arts de la scène?","year":2022,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art; Sociology; Political science","score_opus":0.02877258431454695,"score_gpt":0.3394826737884329,"score_spread":0.31071008947388595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282550256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88994074,0.0067536873,0.007182723,0.009300701,0.00088072,0.00067081687,0.00031071898,0.0002796731,0.08468023],"genre_scores_gemma":[0.98291373,0.0034007195,0.0002166566,0.00080107886,0.00042835492,0.00073207426,0.00006918601,0.00011670179,0.011321495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922435,0.0044575,0.0006717838,0.0010928302,0.00044729727,0.0010870687],"domain_scores_gemma":[0.9949764,0.0034648227,0.00039578116,0.0005991208,0.00019256487,0.00037128615],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0027189339,0.0006545841,0.00066586345,0.00021788848,0.0024207863,0.00075248093,0.00056356116,0.0005087548,0.000087271466],"category_scores_gemma":[0.0025139498,0.00071981,0.00029426764,0.0007577236,0.0038517634,0.0006769278,0.0005895652,0.0013174433,0.0000279677],"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":[0.0003376407,0.007841395,0.12070468,0.00040989145,0.00033352154,0.00105692,0.7297407,0.0030628117,0.036521617,0.02205379,0.064653434,0.013283658],"study_design_scores_gemma":[0.0015394129,0.00044932598,0.07950268,0.00040807843,0.000005246111,0.002612332,0.45613238,0.00041820036,0.010850514,0.01971031,0.42737308,0.0009984605],"about_ca_topic_score_codex":0.002950694,"about_ca_topic_score_gemma":0.0012710543,"teacher_disagreement_score":0.36271963,"about_ca_system_score_codex":0.0011742451,"about_ca_system_score_gemma":0.0012172902,"threshold_uncertainty_score":0.9995253},"labels":[],"label_agreement":null},{"id":"W4283792752","doi":"10.16995/dscn.8091","title":"Modelling of a Heterogeneous Corpus: The Example of Chapbook Literature","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université de Genève","keywords":"Metadata; Library science; Panorama; Variety (cybernetics); Humanities; Sociology; Art; World Wide Web; Computer science; Visual arts; Artificial intelligence","score_opus":0.08833661599794151,"score_gpt":0.23030766095868394,"score_spread":0.14197104496074242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283792752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89377296,0.010431948,0.000059340306,0.0001859883,0.0003786523,0.0003341103,0.00079227827,0.00005547733,0.09398927],"genre_scores_gemma":[0.98987436,0.00015971482,0.00000147441,0.00016023514,0.00017223076,0.00008863925,0.00005951449,0.00003129553,0.009452515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867606,0.000052661133,0.0004260945,0.00024567408,0.00033729835,0.00026223346],"domain_scores_gemma":[0.9989556,0.00018659967,0.00023563326,0.00031274618,0.00027353942,0.000035887886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253165,0.00021164857,0.00037873557,0.00007561024,0.0006657724,0.0002804969,0.00037959075,0.000023591854,0.00011369598],"category_scores_gemma":[0.00002789112,0.00015463406,0.0002327339,0.00007346637,0.0004993169,0.0004668611,0.0004460621,0.00024017466,0.0000030322024],"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":[0.000078737736,0.00021309641,0.00003726204,0.00014411214,0.0002641796,0.00001986236,0.9061892,0.005437824,0.000007991205,0.08578406,0.0009061439,0.00091751607],"study_design_scores_gemma":[0.00030526376,0.0004335477,0.0000014260124,0.0000924444,7.845788e-7,0.000026511681,0.5559735,0.0003977818,0.00018103691,0.039791215,0.40252906,0.0002674436],"about_ca_topic_score_codex":0.00023060139,"about_ca_topic_score_gemma":0.0001482812,"teacher_disagreement_score":0.40162292,"about_ca_system_score_codex":0.000041637177,"about_ca_system_score_gemma":0.000034840257,"threshold_uncertainty_score":0.6305794},"labels":[],"label_agreement":null},{"id":"W4293072841","doi":"10.16995/dscn.8105","title":"The Computational Fallacy: A New Model for Understanding the Role of Computers in Humanities","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fallacy; Humanities; Computation; Computer science; Philosophy; Epistemology; Algorithm","score_opus":0.07075931940913625,"score_gpt":0.2652812942628782,"score_spread":0.19452197485374195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293072841","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01718538,0.0017040892,0.975106,0.0038049736,0.0003072024,0.00066665583,0.00003616044,0.00008851978,0.0011010022],"genre_scores_gemma":[0.997786,0.000018304761,0.0016412262,0.00021119132,0.000055628003,0.00013493357,0.0000076078186,0.0000137909965,0.00013133096],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983495,0.00009592925,0.00041524324,0.00037590787,0.00041241918,0.00035100948],"domain_scores_gemma":[0.9974405,0.0018795133,0.00017246585,0.00034973893,0.00012196127,0.00003578551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005841367,0.00019318466,0.00028367768,0.00008048321,0.0011698722,0.0003521318,0.0011921858,0.000022242524,5.493178e-7],"category_scores_gemma":[0.000097081116,0.00013973426,0.00014938136,0.00035311104,0.0003250136,0.00033647165,0.0017389543,0.00018860542,5.309771e-7],"study_design_candidate":"simulation_or_modeling","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":[0.000027746979,0.00012412317,0.00029288707,0.000020418638,0.00011031779,0.0000021990509,0.26193142,0.510765,0.0000026504215,0.21651994,0.00081386295,0.009389449],"study_design_scores_gemma":[0.00022017965,0.00006180911,0.00003467984,0.000005246615,7.8027256e-8,0.0000042165557,0.10047743,0.44582373,0.0000023068794,0.45252192,0.0007629549,0.00008544322],"about_ca_topic_score_codex":0.000060435275,"about_ca_topic_score_gemma":0.0002727412,"teacher_disagreement_score":0.9806006,"about_ca_system_score_codex":0.00040496356,"about_ca_system_score_gemma":0.00030308613,"threshold_uncertainty_score":0.89978296},"labels":[],"label_agreement":null},{"id":"W4294312962","doi":"10.16995/dscn.8096","title":"Exploring Medieval Manuscripts Writer Predictability: A Study on Scribe and Letter Identification","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Handwriting; Palaeography; Character (mathematics); Art; Identification (biology); Literature; Humanities; Medieval literature; Middle Ages; Digital humanities; History; Computer science; Artificial intelligence; Archaeology","score_opus":0.11702025945853227,"score_gpt":0.28119095408289313,"score_spread":0.16417069462436085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294312962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977197,0.00022677095,0.014915267,0.0043320637,0.0005740349,0.0009962964,0.00004550239,0.00064894435,0.0010641104],"genre_scores_gemma":[0.9967876,0.000054649983,0.00006359207,0.0007963387,0.00012874162,0.0018905288,0.000015703596,0.000023741726,0.0002390984],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99756813,0.00020992415,0.00045527858,0.0008174167,0.0006152395,0.00033399294],"domain_scores_gemma":[0.9988405,0.00016437602,0.00013099996,0.0006183749,0.00015697518,0.0000887769],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078943564,0.00025906164,0.0003131665,0.0002115993,0.0005779568,0.00043515678,0.00057359884,0.000026854705,0.000006048037],"category_scores_gemma":[0.0001743026,0.00025536804,0.00007863535,0.00036879262,0.00011948435,0.001754712,0.0014333979,0.0003148494,0.000017680037],"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":[0.00015103091,0.0038310725,0.020388843,0.00020893768,0.00066233467,0.0003759698,0.80588436,0.000014391979,0.0014834459,0.0008635296,0.018241495,0.14789456],"study_design_scores_gemma":[0.003049995,0.0041979332,0.051406316,0.00018180089,0.0000025813358,0.00018488624,0.857299,0.0005795633,0.013075951,0.030504633,0.03750114,0.002016247],"about_ca_topic_score_codex":0.000015712652,"about_ca_topic_score_gemma":0.000011582381,"teacher_disagreement_score":0.14587831,"about_ca_system_score_codex":0.00017219454,"about_ca_system_score_gemma":0.000026727905,"threshold_uncertainty_score":0.99998987},"labels":[],"label_agreement":null},{"id":"W4295828382","doi":"10.16995/dscn.8090","title":"Neither Computer Science, nor Information Studies, nor Humanities Enough: What Is the Status of a Digital Humanities Conference Paper?","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Humanities; Library science; Discipline; Political science; Art; Computer science; Law","score_opus":0.4185581352450671,"score_gpt":0.4570787733583697,"score_spread":0.03852063811330264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295828382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9519574,0.015426214,0.0010752339,0.0032591333,0.001989301,0.0010514391,0.0015626899,0.00008472733,0.02359384],"genre_scores_gemma":[0.99239475,0.0038464812,0.000017148706,0.0010154312,0.000107543456,0.00013115395,0.000026006268,0.000015766207,0.0024457462],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9890157,0.00013942046,0.0012516937,0.0006684487,0.00772784,0.0011969064],"domain_scores_gemma":[0.9880144,0.003416313,0.0006802704,0.00084812316,0.0068558673,0.00018501357],"candidate_categories":["bibliometrics","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005173565,0.00034157795,0.0006830714,0.009411584,0.0027618262,0.011641722,0.0027613016,0.000046250214,0.00016526908],"category_scores_gemma":[0.0065134065,0.00021547294,0.00023359973,0.03288759,0.0029462853,0.013364046,0.0054964796,0.0003853089,0.00008543676],"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":[0.000101190526,0.0004336721,0.011994337,0.00008330125,0.0004115211,0.0000139614785,0.7105841,0.00017710618,0.000033469154,0.0055560083,0.022808684,0.24780266],"study_design_scores_gemma":[0.00035280825,0.0004245209,0.0018452444,0.00002194191,3.995266e-7,0.000008135093,0.72807264,0.00030760898,0.00013930001,0.008029776,0.26055497,0.00024265182],"about_ca_topic_score_codex":0.000111001296,"about_ca_topic_score_gemma":0.000096837604,"teacher_disagreement_score":0.24756001,"about_ca_system_score_codex":0.00051205524,"about_ca_system_score_gemma":0.00077135535,"threshold_uncertainty_score":0.9997671},"labels":[],"label_agreement":null},{"id":"W4297231914","doi":"10.16995/dscn.8110","title":"Multilingual Research Projects: Non-Latin Script Challenges for Making Use of Standards, Authority Files, and Character Recognition","year":2022,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digitization; Computer science; Metadata; Newspaper; Natural language processing; Optical character recognition; Artificial intelligence; XML; Character (mathematics); Alphabet; Process (computing); Latin Americans; Information retrieval; Linguistics; World Wide Web; Telecommunications; Sociology; Media studies","score_opus":0.3801832065527054,"score_gpt":0.366869400317127,"score_spread":0.013313806235578374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297231914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96439284,0.002502967,0.000007159194,0.0004498768,0.0004680768,0.0011091767,0.006543227,0.000076927274,0.024449773],"genre_scores_gemma":[0.99465084,0.00035105014,0.000016244794,0.000072480114,0.00042233246,0.000497731,0.00021351426,0.000047122623,0.0037287031],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99792796,0.000121361154,0.00044195144,0.00045362662,0.00058948394,0.00046560948],"domain_scores_gemma":[0.99780035,0.00062975695,0.00017523472,0.00020051663,0.0011380354,0.000056100653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012637725,0.00024067285,0.0004237443,0.00020723767,0.0013984329,0.00075139146,0.00016902991,0.000047844045,0.00007451093],"category_scores_gemma":[0.0008621236,0.00022916899,0.000120825236,0.00006177062,0.0005483053,0.001379141,0.0005117449,0.0004092048,0.0000018718902],"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":[0.0005281495,0.0004382263,0.00018967497,0.00083798636,0.00025007993,0.000019733261,0.9229602,0.0000020889095,0.000022603299,0.00774431,0.005012534,0.061994396],"study_design_scores_gemma":[0.00046672218,0.0006176308,0.000116923904,0.0001657667,6.1554016e-7,0.0000041604285,0.6648201,0.000027561178,0.00008402875,0.009073708,0.3243803,0.00024249485],"about_ca_topic_score_codex":0.00007982354,"about_ca_topic_score_gemma":0.0008514246,"teacher_disagreement_score":0.31936777,"about_ca_system_score_codex":0.00015986248,"about_ca_system_score_gemma":0.00011627142,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W4311895369","doi":"10.16995/dscn.8112","title":"Les institutions culturelles, l’éducation, le numérique et la cocréation : entre médiation culturelle et médiation pédagogique","year":2022,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.09043247756238158,"score_gpt":0.4100627174255073,"score_spread":0.3196302398631257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311895369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4257655,0.017791223,0.012144396,0.16150436,0.008939517,0.002511265,0.0017975153,0.0005737918,0.36897242],"genre_scores_gemma":[0.92010075,0.0037529513,0.000029518338,0.0023143527,0.00035299204,0.001035187,0.0012995012,0.00006260536,0.07105215],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946269,0.002367848,0.00080741406,0.0010434313,0.00056412414,0.0005902995],"domain_scores_gemma":[0.9971341,0.0009012867,0.0006561138,0.00055298774,0.0005604614,0.00019508786],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014404798,0.0005688705,0.0005140749,0.00027675388,0.0020895074,0.00045187,0.0004608058,0.00032538048,0.00028166876],"category_scores_gemma":[0.0013417929,0.0006409266,0.00026547283,0.0012059999,0.0006210731,0.001391692,0.00039362934,0.0011418448,0.00013221729],"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":[0.00006901005,0.004447083,0.004458743,0.00012373454,0.00020904015,0.000019722806,0.66292816,0.005356124,0.00044068843,0.21376307,0.104455255,0.0037293779],"study_design_scores_gemma":[0.00073940674,0.00014838784,0.0034180128,0.00005155782,0.0000013744526,0.000119062046,0.45454216,0.0000822526,0.00021220229,0.0043646223,0.53588146,0.00043948958],"about_ca_topic_score_codex":0.001513751,"about_ca_topic_score_gemma":0.0017699494,"teacher_disagreement_score":0.49433523,"about_ca_system_score_codex":0.0010106146,"about_ca_system_score_gemma":0.002072905,"threshold_uncertainty_score":0.9996042},"labels":[],"label_agreement":null},{"id":"W4315433002","doi":"10.16995/dscn.8082","title":"Title Pending 8082","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Base (topology); Philosophy; Mathematics","score_opus":0.06530474066109805,"score_gpt":0.2778650171214756,"score_spread":0.21256027646037756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009916603,0.026183842,0.00001486887,0.00416025,0.0026677465,0.000069950496,0.00022694124,0.00017767148,0.9565821],"genre_scores_gemma":[0.4122894,0.0012060753,5.822614e-7,0.00009035276,0.001218435,0.0000092735145,0.000042509415,0.000016523069,0.5851269],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922,0.000020439546,0.0001820129,0.00019291391,0.00011406454,0.00027058145],"domain_scores_gemma":[0.9996141,0.000109176784,0.00004277266,0.00011162346,0.00006099654,0.00006132314],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007105397,0.00015361456,0.00022456808,0.0000715182,0.00042626372,0.00017963382,0.00009568818,0.000047210608,0.0021703925],"category_scores_gemma":[0.00005696515,0.00013574692,0.00014318555,0.00012219578,0.00025133268,0.0003185269,0.00011086437,0.00012064504,0.009351598],"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":[0.00000433751,0.00006426494,0.000034188135,0.0001469951,0.00019405143,0.000087009,0.2025308,0.0000029277967,0.0000021739081,0.037091166,0.74971104,0.010131016],"study_design_scores_gemma":[0.000057927547,0.000034131608,0.00000746075,0.00007042264,3.3249677e-7,0.000002577647,0.11490645,0.000025409267,0.000009094217,0.005528161,0.87920266,0.00015537256],"about_ca_topic_score_codex":0.00010154429,"about_ca_topic_score_gemma":0.00004003533,"teacher_disagreement_score":0.4023728,"about_ca_system_score_codex":0.000065678796,"about_ca_system_score_gemma":0.00002223603,"threshold_uncertainty_score":0.99874175},"labels":[],"label_agreement":null},{"id":"W4315433003","doi":"10.16995/dscn.8084","title":"Title Pending 8084","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"NoSQL; Computer science; JavaScript; Agile software development; World Wide Web; Set (abstract data type); Citation; Software engineering; Database; Programming language; Scalability","score_opus":0.05747828914191096,"score_gpt":0.3198880235993798,"score_spread":0.26240973445746885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433003","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010456259,0.2584158,0.09349446,0.041171193,0.009640573,0.0006909143,0.0001502343,0.0060492186,0.5799314],"genre_scores_gemma":[0.8422403,0.0020163488,0.0019557362,0.0003078042,0.00064250815,0.000036493522,0.000022207161,0.00004998666,0.15272862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879855,0.000027592274,0.00019462961,0.00036350195,0.00020661199,0.0004091222],"domain_scores_gemma":[0.99930847,0.00012712047,0.00007599704,0.00028842076,0.00013279062,0.000067179004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021242083,0.00019534043,0.00022521196,0.00010569684,0.0001760908,0.00036571943,0.0004667854,0.00010439396,0.00005823281],"category_scores_gemma":[0.00029120324,0.00018693291,0.00009606492,0.0006842037,0.00016170689,0.000755052,0.00080603856,0.00022109345,0.0023915288],"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":[0.000004853918,0.00008795576,0.00011868346,0.00046177596,0.00017489232,0.00061152,0.09904471,0.0000051514976,0.0002119446,0.03732719,0.52711827,0.33483306],"study_design_scores_gemma":[0.00018964829,0.000095882475,0.000030933963,0.0006022603,3.0357128e-7,0.00009421528,0.031665575,0.001889202,0.00511308,0.2305032,0.7291386,0.0006771138],"about_ca_topic_score_codex":0.000024226172,"about_ca_topic_score_gemma":0.000009022187,"teacher_disagreement_score":0.831784,"about_ca_system_score_codex":0.00009652191,"about_ca_system_score_gemma":0.00007801055,"threshold_uncertainty_score":0.99838525},"labels":[],"label_agreement":null},{"id":"W4315433047","doi":"10.16995/dscn.8083","title":"Title Pending 8083","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Skepticism; Interpretation (philosophy); Metaphor; Novella; Context (archaeology); Epistemology; Sociology; Linguistics; Literature; Philosophy; History; Art","score_opus":0.061519544174763977,"score_gpt":0.3150232431821995,"score_spread":0.2535036990074355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433047","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028270578,0.025275808,0.00002152737,0.010813873,0.0043477723,0.00011648507,0.00007194865,0.00022387132,0.93085814],"genre_scores_gemma":[0.50425833,0.0044967416,0.0000022640072,0.00011504468,0.0009050889,0.000015616355,0.000010329596,0.000014094062,0.4901825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989153,0.00004768704,0.00017684778,0.0002407801,0.00021282575,0.00040655394],"domain_scores_gemma":[0.99949664,0.00019640714,0.000048439408,0.00010020854,0.00007017704,0.00008811942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017797899,0.0001535378,0.000249424,0.000050666185,0.00055162166,0.00006137044,0.00014144118,0.00008003837,0.00039204594],"category_scores_gemma":[0.00021663653,0.0001438999,0.00012355583,0.00065817824,0.0004603538,0.00030455648,0.00019169577,0.00012718208,0.008204913],"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":[0.0000025711693,0.000044431905,0.00028320806,0.00006194672,0.00012280812,0.000047739573,0.4173459,0.0000015407152,0.0000017572497,0.008854683,0.5462346,0.026998756],"study_design_scores_gemma":[0.00005274195,0.00002293701,0.000047192425,0.000046079516,1.5881047e-7,9.1445065e-7,0.1938421,0.000006938951,0.0000039616007,0.0051788706,0.8006571,0.0001410324],"about_ca_topic_score_codex":0.00013305337,"about_ca_topic_score_gemma":0.00007136222,"teacher_disagreement_score":0.47598773,"about_ca_system_score_codex":0.00017605834,"about_ca_system_score_gemma":0.00004906423,"threshold_uncertainty_score":0.9925673},"labels":[],"label_agreement":null},{"id":"W4315433150","doi":"10.16995/dscn.8086","title":"Title Pending 8086","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Anecdote; Art; Philosophy; Literature","score_opus":0.06513198824677377,"score_gpt":0.277896413209491,"score_spread":0.21276442496271722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433150","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0101238545,0.026733244,0.000015265225,0.003852959,0.0026636282,0.00006953129,0.000226104,0.00017701357,0.9561384],"genre_scores_gemma":[0.40450612,0.0012341082,5.952338e-7,0.000090822046,0.0012352791,0.000009351737,0.000042715685,0.000016678427,0.59286433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921757,0.00002079477,0.00018238112,0.00019313372,0.00011414326,0.0002720036],"domain_scores_gemma":[0.99961215,0.000110786954,0.00004286199,0.00011175516,0.0000610087,0.00006142215],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000071403985,0.00015375692,0.0002248926,0.000071558665,0.00042484765,0.00018270944,0.00009581532,0.00004725866,0.0022590247],"category_scores_gemma":[0.00005790571,0.00013591418,0.00014329492,0.0001223369,0.00025057327,0.00031709895,0.0001109924,0.000120782155,0.009224973],"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":[0.0000043232826,0.000064044754,0.00003451308,0.00014644819,0.00019340534,0.000087218665,0.20404436,0.000002996548,0.0000021566607,0.03513271,0.7501714,0.010116381],"study_design_scores_gemma":[0.00005795892,0.00003414354,0.0000074081513,0.00007048356,3.3712035e-7,0.0000026171208,0.11447982,0.000026236816,0.000008906923,0.005551042,0.8796055,0.00015559212],"about_ca_topic_score_codex":0.00010013662,"about_ca_topic_score_gemma":0.000040271432,"teacher_disagreement_score":0.39438227,"about_ca_system_score_codex":0.00006591456,"about_ca_system_score_gemma":0.000022380062,"threshold_uncertainty_score":0.99865305},"labels":[],"label_agreement":null},{"id":"W4315433245","doi":"10.16995/dscn.8080","title":"Title Pending 8080","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Character (mathematics); Digital humanities; World Wide Web; Computer science; Literature; Sociology; Multimedia; Library science; Art","score_opus":0.06273979878953281,"score_gpt":0.331084311307653,"score_spread":0.2683445125181202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433245","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026865268,0.008305714,0.000015241802,0.0069509847,0.0040125246,0.00013585245,0.00007782964,0.00019969328,0.9534369],"genre_scores_gemma":[0.4752221,0.003866172,0.0000016926433,0.00010815042,0.000666705,0.000012353555,0.000017185572,0.0000185862,0.520087],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988499,0.00002590877,0.00016933144,0.00023967036,0.0002428886,0.0004722786],"domain_scores_gemma":[0.9994643,0.00015618456,0.000055136356,0.00012203372,0.00006992828,0.00013245545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020365186,0.00015474793,0.00022569683,0.00005266387,0.00013219989,0.00016351281,0.00016523988,0.000094175506,0.00032785462],"category_scores_gemma":[0.00030897858,0.00015295525,0.00013186959,0.00054262404,0.00046443596,0.00042126395,0.00019484079,0.00011596617,0.009664755],"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":[0.0000032825744,0.000068331625,0.00020435192,0.00009208188,0.00013734153,0.000084613326,0.2078671,0.0000039011625,0.000004198646,0.010766623,0.3774643,0.40330386],"study_design_scores_gemma":[0.00006471481,0.00002222943,0.00004034389,0.000070418355,1.3846926e-7,0.0000017485071,0.25192368,0.00000795829,0.000014163263,0.0041743317,0.74354434,0.00013593124],"about_ca_topic_score_codex":0.000036563742,"about_ca_topic_score_gemma":0.00010739125,"teacher_disagreement_score":0.44835687,"about_ca_system_score_codex":0.00010562486,"about_ca_system_score_gemma":0.00009513481,"threshold_uncertainty_score":0.99110633},"labels":[],"label_agreement":null},{"id":"W4315433271","doi":"10.16995/dscn.8081","title":"Title Pending 8081","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Historical and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Restitution; Political science; Law","score_opus":0.06164967542066745,"score_gpt":0.3150972097456383,"score_spread":0.25344753432497086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027521197,0.025198564,0.0000221649,0.012456566,0.0043522143,0.000117330856,0.00007369781,0.00022692625,0.93003136],"genre_scores_gemma":[0.5012395,0.0045424122,0.000002314551,0.000116574105,0.00090023724,0.000015916978,0.0000100827065,0.000014157813,0.49315885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891466,0.00004813681,0.00017692437,0.00024076867,0.0002129398,0.00040657073],"domain_scores_gemma":[0.99949497,0.00019792088,0.000048449296,0.00010020397,0.00007021031,0.0000882214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017811237,0.00015353163,0.00024943025,0.00005069246,0.0005520792,0.000060884162,0.00014145022,0.000080064456,0.0003754937],"category_scores_gemma":[0.00022084016,0.00014386312,0.0001235587,0.00065853266,0.00046015953,0.0003046919,0.00019171018,0.00012728079,0.008131006],"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":[0.000002601723,0.000046223693,0.0003403909,0.00006502001,0.00012746485,0.000051088322,0.4000406,0.000001587731,0.0000018222121,0.009831528,0.5615013,0.027990315],"study_design_scores_gemma":[0.00005269901,0.000023435741,0.000056918383,0.000046783258,1.6525006e-7,9.2899205e-7,0.17814204,0.0000071782047,0.00000392157,0.005337578,0.8161846,0.00014377301],"about_ca_topic_score_codex":0.00012808255,"about_ca_topic_score_gemma":0.000071775896,"teacher_disagreement_score":0.4737183,"about_ca_system_score_codex":0.00017545436,"about_ca_system_score_gemma":0.000049320028,"threshold_uncertainty_score":0.99264127},"labels":[],"label_agreement":null},{"id":"W4315433529","doi":"10.16995/dscn.9978","title":"Part III - Literary Scholarship and Social Physics: Reading and Writing with Social Physics","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Reading (process); Context (archaeology); Digital humanities; Meaning (existential); Sociology; Literature; Humanities; Epistemology; Art; Linguistics; History; Philosophy; Political science","score_opus":0.08356367653727603,"score_gpt":0.26864112073956353,"score_spread":0.1850774442022875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315433529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92804897,0.0005506369,0.000008695111,0.00072552013,0.00015443462,0.00021382394,0.00022719117,0.0003270004,0.06974375],"genre_scores_gemma":[0.991171,0.00010646185,0.0000017547591,0.00035870195,0.002838362,0.00006104167,0.00014485202,0.00006569187,0.0052521336],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839425,0.00004052756,0.0003097004,0.00044194426,0.0002805467,0.0005330595],"domain_scores_gemma":[0.9993028,0.0001793671,0.00013677865,0.00010666573,0.00020276044,0.0000716428],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002395793,0.00035881344,0.00047335174,0.000057198544,0.0021282923,0.002694413,0.0001296444,0.00006394803,0.000010512183],"category_scores_gemma":[0.000026910233,0.00031776473,0.000099440986,0.00010070033,0.0008592738,0.0028559961,0.0003260308,0.00033587418,0.000020662119],"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":[0.0000699659,0.00007683312,0.0018247141,0.00028345338,0.0003118527,0.000053827363,0.85050446,5.161313e-7,0.000005784025,0.11262517,0.0026045905,0.031638816],"study_design_scores_gemma":[0.0009941892,0.00018410309,0.000738804,0.0002631521,0.0000023482708,0.000009953049,0.8084404,0.000012982945,0.00003046576,0.12497332,0.06361921,0.00073109864],"about_ca_topic_score_codex":0.000012882305,"about_ca_topic_score_gemma":0.000078904275,"teacher_disagreement_score":0.064491615,"about_ca_system_score_codex":0.00004276676,"about_ca_system_score_gemma":0.000030757074,"threshold_uncertainty_score":0.99992746},"labels":[],"label_agreement":null},{"id":"W4315487895","doi":"10.16995/dscn.8085","title":"Part I — Introduction: Social Physics and the VESPACE Project","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Digital humanities; Art; Sociology; Art history","score_opus":0.05799430582733755,"score_gpt":0.30689011280258716,"score_spread":0.2488958069752496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315487895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5491095,0.0025956698,0.10651468,0.31527227,0.0053020595,0.0021005766,0.000038721508,0.002600064,0.016466415],"genre_scores_gemma":[0.99464065,0.00038734035,0.000032359774,0.00021355253,0.0023385705,0.00014451539,0.0000045895426,0.000016025484,0.0022224123],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987979,0.00007288079,0.00020376823,0.0003975269,0.0002238118,0.00030412446],"domain_scores_gemma":[0.9991799,0.0002775504,0.00008565102,0.00028671292,0.00014381972,0.000026344918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037168624,0.00016530568,0.00024101567,0.00003615737,0.00053304463,0.00037048312,0.00039456933,0.00004009485,6.6955795e-7],"category_scores_gemma":[0.00032250295,0.00011607581,0.00008079922,0.0007100397,0.0006772821,0.00066193106,0.00071616564,0.0001466617,0.00008247606],"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":[0.00004421729,0.000068106514,0.00025882147,0.00004488051,0.00021943658,0.000018451417,0.6969965,0.00016159088,0.000025622938,0.07356568,0.13253051,0.09606619],"study_design_scores_gemma":[0.0004170501,0.00010813397,0.000130964,0.000027081262,4.2738384e-7,0.000023606568,0.49601686,0.005677669,0.002013952,0.20485137,0.2902046,0.000528244],"about_ca_topic_score_codex":0.000018077535,"about_ca_topic_score_gemma":0.000025596188,"teacher_disagreement_score":0.4455311,"about_ca_system_score_codex":0.00003394985,"about_ca_system_score_gemma":0.00005356723,"threshold_uncertainty_score":0.47334343},"labels":[],"label_agreement":null},{"id":"W4322618977","doi":"10.16995/dscn.8855","title":"Distant Reading Two Decades On: Reflections on the Digital Turn in the Study of Literature","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reading (process); Humanities; Style (visual arts); Sociology; Art; Philosophy; Linguistics; Literature","score_opus":0.11251283636754568,"score_gpt":0.3306954385814867,"score_spread":0.21818260221394103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322618977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6873507,0.0021609112,5.448631e-7,0.005667499,0.0009261042,0.00078942,0.0008246951,0.0000833408,0.3021968],"genre_scores_gemma":[0.9616798,0.00053452584,9.130859e-8,0.00046019326,0.0008889416,0.00021367888,0.00008346285,0.000060213242,0.036079068],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971833,0.00021963727,0.000723389,0.00055376365,0.00063788035,0.0006820142],"domain_scores_gemma":[0.9968397,0.0019806179,0.00022971396,0.0006359135,0.00024490256,0.0000691343],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006783356,0.0005480613,0.00056687486,0.00026859547,0.0014876806,0.004417102,0.0006673627,0.00009444636,0.000026497113],"category_scores_gemma":[0.00055587053,0.00032268165,0.00029729478,0.0006726247,0.0008826093,0.0013193504,0.0003049129,0.00095527415,0.000108738444],"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":[0.00012568808,0.0013484004,0.00030661712,0.000094553005,0.000301404,0.00019269818,0.73982435,0.00006563047,9.705426e-7,0.24772626,0.007837241,0.0021761535],"study_design_scores_gemma":[0.00046506186,0.0012622554,0.00031157787,0.0008028405,0.0000012934585,0.000011434456,0.7635737,0.0000058833484,0.00000758316,0.03327115,0.19999406,0.00029318113],"about_ca_topic_score_codex":0.00013121092,"about_ca_topic_score_gemma":0.0029090033,"teacher_disagreement_score":0.27432916,"about_ca_system_score_codex":0.00016066563,"about_ca_system_score_gemma":0.000045069093,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W4323322053","doi":"10.16995/dscn.9601","title":"Colonial and Nineteenth-Century Latin American Studies and Digital Public Humanities","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Digital scholarship; Realm; Latin Americans; Colonialism; Political science; Public engagement; Media studies; Sociology; Public relations; Library science; Law; Computer science","score_opus":0.08407192507373375,"score_gpt":0.269477333942662,"score_spread":0.18540540886892826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323322053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266042,0.0071647745,7.789822e-7,0.0019679642,0.0004942162,0.00032270062,0.00043113285,0.0004950119,0.06251923],"genre_scores_gemma":[0.9779724,0.0035111837,0.0000013687545,0.000330223,0.00067908113,0.00011019417,0.000119637174,0.00006681217,0.017209094],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978426,0.000038161415,0.0004894235,0.000566966,0.00034806746,0.0007147907],"domain_scores_gemma":[0.9985479,0.00051764987,0.00019753796,0.00022818893,0.00036116986,0.00014752295],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00019758724,0.0004981413,0.000733513,0.000256743,0.0012240255,0.0038035093,0.00021357226,0.000048650545,0.000022351356],"category_scores_gemma":[0.0004316762,0.00042748827,0.00012731517,0.00015496317,0.0033840295,0.0025994172,0.00080566225,0.0002506582,0.00006781022],"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":[0.000072547875,0.000136939,0.006463516,0.00035877802,0.0010177222,0.00010751085,0.85517347,0.0000010049185,0.000003270089,0.09844843,0.015341014,0.022875784],"study_design_scores_gemma":[0.00036842385,0.00032619922,0.00071101944,0.00007834973,9.599182e-7,0.000007590315,0.66363245,0.000004580086,0.0000036028976,0.01187617,0.32256943,0.0004212165],"about_ca_topic_score_codex":0.00006574602,"about_ca_topic_score_gemma":0.0013067818,"teacher_disagreement_score":0.30722842,"about_ca_system_score_codex":0.000076340526,"about_ca_system_score_gemma":0.00004060064,"threshold_uncertainty_score":0.99981767},"labels":[],"label_agreement":null},{"id":"W4324107265","doi":"10.16995/dscn.9665","title":"Zesting Up Stylometry with MapLemon: A Corpus for Stylometric Demographic Identification","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Corpus linguistics; Style (visual arts); Art; Linguistics; History; Literature; Philosophy","score_opus":0.10626252205708228,"score_gpt":0.32474447775057447,"score_spread":0.21848195569349219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324107265","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36974669,0.017751658,0.59207886,0.011820518,0.0045823357,0.0015988299,0.0004316454,0.0010281735,0.00096127583],"genre_scores_gemma":[0.9841831,0.0021419933,0.0004169647,0.00016499354,0.00041287986,0.00032082835,0.00019653243,0.00006880142,0.012093922],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9961233,0.00016983271,0.0008303126,0.0011179287,0.0006148654,0.0011437333],"domain_scores_gemma":[0.9958295,0.001618216,0.000549452,0.00063598785,0.0010987782,0.00026807128],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019051193,0.0005308595,0.000663974,0.0011778985,0.0010047855,0.0010596332,0.000732466,0.00024086439,0.0000042444744],"category_scores_gemma":[0.002217568,0.00051755464,0.00028968026,0.011259566,0.0004322067,0.002035699,0.00058885425,0.0004080203,0.00018852593],"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":[0.0003827489,0.00077607034,0.075526215,0.0045571006,0.002572463,0.00036231487,0.3308521,0.0016885248,0.00041976443,0.06984183,0.01654378,0.4964771],"study_design_scores_gemma":[0.0060078776,0.002411449,0.031311344,0.0024507118,0.000012843615,0.00048358264,0.59419256,0.061320156,0.005166243,0.06433651,0.22784987,0.004456824],"about_ca_topic_score_codex":0.00003899508,"about_ca_topic_score_gemma":0.00006210234,"teacher_disagreement_score":0.6144364,"about_ca_system_score_codex":0.00019591744,"about_ca_system_score_gemma":0.0002438101,"threshold_uncertainty_score":0.99997735},"labels":[],"label_agreement":null},{"id":"W4324107296","doi":"10.16995/dscn.9673","title":"Archival Inversions: Rethinking Knowledge Infrastructures through the CUNY Distance Learning Archive","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Politics; Sociology; Ivory tower; Library science; Media studies; Conversation; Immigration; Political science; Public relations; Law; Computer science","score_opus":0.048244474051242825,"score_gpt":0.2539625580152327,"score_spread":0.20571808396398988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324107296","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114360854,0.00032708317,0.0005266286,0.002940033,0.0006141978,0.0003403119,0.0002881104,0.00043639203,0.8801664],"genre_scores_gemma":[0.98259795,0.00038912188,0.000009133116,0.00032156645,0.0006330525,0.00009511621,0.00030732955,0.000033856108,0.015612878],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985716,0.000073073956,0.00029046927,0.0003691816,0.0002712558,0.000424441],"domain_scores_gemma":[0.99884427,0.00071617216,0.00011344461,0.00020018911,0.00007025184,0.000055691475],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00012260405,0.0002785514,0.00026123706,0.00008675907,0.0014890499,0.0005340052,0.00036880907,0.000012341666,0.000019320978],"category_scores_gemma":[0.0001757137,0.00018738367,0.00018909207,0.00013919585,0.0011223333,0.00073420873,0.00066032284,0.00036548392,0.00027288042],"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":[0.000023194929,0.00004423702,0.00006057854,0.00007857664,0.00021829983,0.000019796913,0.559335,0.00023387173,0.0000013731907,0.40873796,0.025530154,0.0057169897],"study_design_scores_gemma":[0.00011029772,0.000045422832,0.0005991577,0.00008441198,3.44828e-7,0.0000019070085,0.2078139,0.000076635726,0.0000035520236,0.46394008,0.32717803,0.00014624973],"about_ca_topic_score_codex":0.000044035038,"about_ca_topic_score_gemma":0.00024324658,"teacher_disagreement_score":0.8682371,"about_ca_system_score_codex":0.000036647252,"about_ca_system_score_gemma":0.00003502793,"threshold_uncertainty_score":0.9998109},"labels":[],"label_agreement":null},{"id":"W4361023872","doi":"10.16995/dscn.8651","title":"Synthetic Media and Deepfakes: Tactical Media in the Pluriverse","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Foregrounding; Witness; Narrative; Sociology; History; Disadvantaged; Representation (politics); Media studies; Political science; Literature; Art; Law","score_opus":0.049028040241278055,"score_gpt":0.3251566930571063,"score_spread":0.27612865281582827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361023872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95738196,0.00051520613,0.0000019316262,0.013854691,0.00048072892,0.00025809158,0.000020628555,0.00015476761,0.027331969],"genre_scores_gemma":[0.99767137,0.0016750402,0.0000031693278,0.00015676087,0.00019651184,0.00007843398,0.000008588568,0.000013099934,0.00019700361],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99853104,0.00015040653,0.00021482173,0.00029305415,0.00037951933,0.00043118268],"domain_scores_gemma":[0.99700767,0.0025770864,0.000056855457,0.00016749541,0.000099126184,0.00009178799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057500706,0.00015474723,0.00021828621,0.0001893094,0.0005956934,0.00022531362,0.0002871867,0.000080479476,0.00002426743],"category_scores_gemma":[0.0032959182,0.00012023781,0.00008838224,0.0006921605,0.0012024562,0.0005515294,0.000165986,0.00024455963,0.0001417029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015302436,0.00007489281,0.0035981617,0.000010996412,0.0000467652,0.00007907551,0.9863642,0.0000030870424,0.000006034061,0.004428022,0.0047635655,0.00060988375],"study_design_scores_gemma":[0.00014323881,0.000027662656,0.005847922,0.000032802734,4.1229984e-7,0.000004207299,0.9565271,0.0000068379477,0.000005454382,0.016725058,0.020541128,0.00013813778],"about_ca_topic_score_codex":0.00055398647,"about_ca_topic_score_gemma":0.07488014,"teacher_disagreement_score":0.07432615,"about_ca_system_score_codex":0.000055513025,"about_ca_system_score_gemma":0.000041777963,"threshold_uncertainty_score":0.94200087},"labels":[],"label_agreement":null},{"id":"W4362599776","doi":"10.16995/dscn.9655","title":"The Importance of Single Source Publishing in Scientific Publishing","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Open Text (Canada)","funders":"","keywords":"Publishing; XML; Computer science; Humanities; Soul; Library science; World Wide Web; Art; Philosophy; Literature","score_opus":0.16916637672163784,"score_gpt":0.2924485437046936,"score_spread":0.12328216698305575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362599776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93595135,0.0019176361,0.0011877242,0.013159153,0.0008251472,0.00024622728,0.000016880165,0.00034134378,0.04635451],"genre_scores_gemma":[0.99542606,0.00005287109,0.000015488327,0.00018528994,0.00007455275,0.000019559287,0.00001927931,0.00001381582,0.0041930866],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99782693,0.000037938855,0.000501745,0.00050463766,0.0005199947,0.0006087727],"domain_scores_gemma":[0.99810296,0.00055419677,0.00023655634,0.0005758286,0.0004127547,0.000117697506],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00094929745,0.00020251969,0.00028196984,0.00018278943,0.0004962971,0.021147192,0.0012566962,0.000070589886,4.6115605e-7],"category_scores_gemma":[0.0034337044,0.00012848724,0.00011422012,0.0024507213,0.0003638642,0.022308812,0.0014942405,0.00021907857,0.0000138867745],"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":[0.00003755355,0.0005426744,0.021802347,0.00019937092,0.0002475717,0.00027171834,0.6496853,0.0012156398,0.0027469373,0.047980465,0.17540267,0.09986776],"study_design_scores_gemma":[0.0012032693,0.00023579106,0.008759134,0.00045815742,2.3453282e-7,0.00007090063,0.4802865,0.0038217914,0.006077249,0.2051683,0.29281062,0.0011080351],"about_ca_topic_score_codex":0.000093216135,"about_ca_topic_score_gemma":0.0011882096,"teacher_disagreement_score":0.16939878,"about_ca_system_score_codex":0.000107112275,"about_ca_system_score_gemma":0.00010190497,"threshold_uncertainty_score":0.9913657},"labels":[],"label_agreement":null},{"id":"W4364376700","doi":"10.16995/dscn.9614","title":"The Playing’s the Thing: A Ludic Approach to Diversifying Digital Shakespeare","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"HAMLET (protein complex); Art; Studio; Drama; Scholarship; Humanities; Literature; Visual arts","score_opus":0.09288172661029954,"score_gpt":0.2649624344736342,"score_spread":0.17208070786333468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364376700","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19226967,0.023232328,0.000040684776,0.021293594,0.0034718718,0.001202143,0.001586194,0.00054365606,0.7563599],"genre_scores_gemma":[0.76152766,0.0014389106,9.4751283e-7,0.0006973419,0.0016729848,0.00017881347,0.0001252305,0.000101686484,0.23425643],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959708,0.00010624121,0.0007294823,0.0008105983,0.00084069476,0.0015421719],"domain_scores_gemma":[0.99694204,0.0013413918,0.00023043621,0.000756029,0.00044970514,0.0002803911],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008204642,0.0007563653,0.00062481617,0.00015210971,0.008770854,0.01382113,0.0013676261,0.00015266097,0.000033899076],"category_scores_gemma":[0.0008703188,0.00048677437,0.0005666601,0.00044340012,0.0021437195,0.0029945846,0.0020275495,0.0008332579,0.001358059],"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":[0.00008114685,0.0002096935,0.0002829102,0.0002349151,0.00080005906,0.00007885424,0.72770286,0.00009905586,4.4768606e-7,0.116426505,0.13888443,0.015199157],"study_design_scores_gemma":[0.00018828438,0.000108089705,0.00007753238,0.0001939768,0.0000011654081,0.000015886055,0.49758348,0.000061260645,0.0000011794527,0.009247687,0.49214745,0.00037403443],"about_ca_topic_score_codex":0.00017524074,"about_ca_topic_score_gemma":0.0004170255,"teacher_disagreement_score":0.569258,"about_ca_system_score_codex":0.00028413636,"about_ca_system_score_gemma":0.00012379902,"threshold_uncertainty_score":0.99975836},"labels":[],"label_agreement":null},{"id":"W4367675077","doi":"10.16995/dscn.10371","title":"Part II - Technical Contexts: Building Digital Tools for Humanities Research","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Conversation; Interface (matter); Sociology; Computer science; Art history; Art; Communication","score_opus":0.2248293856589389,"score_gpt":0.40084747333481047,"score_spread":0.17601808767587157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367675077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71683407,0.0014786448,0.1851676,0.022225223,0.00069551443,0.0034807012,0.0009579663,0.002918764,0.0662415],"genre_scores_gemma":[0.9953902,0.00021060614,0.000097165095,0.00015907601,0.00022835557,0.00075130886,0.00006245906,0.00002598165,0.0030748614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780315,0.00003281668,0.00039210383,0.0005683845,0.00045116377,0.0007523718],"domain_scores_gemma":[0.99717253,0.0015114594,0.00007794871,0.0006098998,0.00050376245,0.00012437],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00081246096,0.00021510666,0.00033430418,0.0001967373,0.0011477368,0.0018787287,0.000915283,0.00009145159,0.0000011734728],"category_scores_gemma":[0.0025760855,0.00019371494,0.00014556292,0.000895607,0.00039735323,0.0028503225,0.0016843729,0.00022804698,0.00007629926],"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":[0.00005252673,0.0005763034,0.000100949204,0.000195693,0.0002884063,0.000029677856,0.08969622,0.00006728959,0.00090108503,0.5311283,0.1861683,0.19079524],"study_design_scores_gemma":[0.0005665081,0.0007368988,0.00020262688,0.00015642,1.613184e-7,0.000018884744,0.11296634,0.0005291971,0.0012248988,0.17185959,0.71123135,0.0005071456],"about_ca_topic_score_codex":0.000010554294,"about_ca_topic_score_gemma":0.000024945739,"teacher_disagreement_score":0.52506304,"about_ca_system_score_codex":0.00015297454,"about_ca_system_score_gemma":0.00012577,"threshold_uncertainty_score":0.9991574},"labels":[],"label_agreement":null},{"id":"W4375854835","doi":"10.16995/dscn.9572","title":"Feminist Shadow Networks: 'Thinking, Talking, and Making' as Praxes of Relationality and Care","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Shadow (psychology); Sociology; Aesthetics; Psychology; Art; Psychoanalysis","score_opus":0.07377780667389336,"score_gpt":0.4090811289682001,"score_spread":0.3353033222943067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375854835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95026404,0.0029487086,0.00027772682,0.0025213354,0.00017897885,0.00031184393,0.000105638326,0.000065694716,0.04332601],"genre_scores_gemma":[0.9977479,0.00011715255,0.000012040202,0.000052561398,0.000110670924,0.000036527268,0.000032021235,0.000011394266,0.0018797508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979371,0.000096734046,0.00045163985,0.0004476581,0.00081117504,0.0002557121],"domain_scores_gemma":[0.9979275,0.0009186042,0.00020602343,0.00023775647,0.0006385517,0.00007155097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005124,0.00015360233,0.00031376965,0.00015472785,0.0005313945,0.00047374552,0.00023872967,0.000080345824,0.000009115656],"category_scores_gemma":[0.0020997657,0.000119625416,0.000059522714,0.0008249672,0.00046091925,0.00047548438,0.00087238476,0.00013592941,0.000020114152],"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":[0.00032947646,0.000097376294,0.23846534,0.0001665577,0.00022998279,0.00007543441,0.6882,0.0005462452,0.000033775657,0.020946095,0.025186734,0.025723012],"study_design_scores_gemma":[0.000255181,0.000281787,0.013525776,0.00010250673,2.397784e-7,0.000011824334,0.81982374,0.00084827485,0.00005827763,0.15518661,0.00973874,0.0001670474],"about_ca_topic_score_codex":0.0000125966335,"about_ca_topic_score_gemma":0.00042542594,"teacher_disagreement_score":0.22493957,"about_ca_system_score_codex":0.000039528953,"about_ca_system_score_gemma":0.000087877655,"threshold_uncertainty_score":0.48781827},"labels":[],"label_agreement":null},{"id":"W4375854836","doi":"10.16995/dscn.9597","title":"Towards Accessible, Open, and Ethical Design-Led Digital Humanities Visualization Projects on the Web","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visualization; World Wide Web; Computer science; Code (set theory); Domain (mathematical analysis); Programming language; Artificial intelligence","score_opus":0.20247617590548656,"score_gpt":0.3344086613348138,"score_spread":0.13193248542932723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375854836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46931094,0.00032931785,0.00003303859,0.003915299,0.00049123866,0.0011441989,0.00029270267,0.0004990333,0.52398425],"genre_scores_gemma":[0.9700612,0.00031239237,8.747038e-7,0.0017950268,0.0004657436,0.00033384585,0.00012925797,0.00007552233,0.026826145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99783236,0.00011953349,0.00047207056,0.00053771335,0.00048516158,0.0005531583],"domain_scores_gemma":[0.99827117,0.00079274544,0.00016399905,0.00031911308,0.00036713452,0.00008583026],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00063804444,0.0004484627,0.00048246008,0.00019058105,0.0016624364,0.011371162,0.0006687566,0.00013481035,0.00011223994],"category_scores_gemma":[0.0007733882,0.00030277728,0.00012396673,0.00019850578,0.0010312365,0.002424907,0.001046817,0.00047442378,0.00016365341],"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":[0.00013666869,0.00014705077,0.00012885228,0.00013341988,0.00026670276,0.000045698525,0.38450015,0.000007811073,0.0000036084673,0.5658623,0.045365065,0.0034026876],"study_design_scores_gemma":[0.00060549594,0.00052469474,0.00012599966,0.0002514865,0.0000010527845,0.0000071335726,0.72464323,0.00011853043,0.00007969581,0.08149211,0.19157068,0.0005799037],"about_ca_topic_score_codex":0.000037021768,"about_ca_topic_score_gemma":0.00036374948,"teacher_disagreement_score":0.50075024,"about_ca_system_score_codex":0.00007444336,"about_ca_system_score_gemma":0.0001406457,"threshold_uncertainty_score":0.9999424},"labels":[],"label_agreement":null},{"id":"W4375867838","doi":"10.16995/dscn.9662","title":"Deep Maps, Authorship, and Narrativizing Physical Spaces","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Narrative; Art history; Art; Cartography; Representation (politics); Geography; Political science; Literature; Politics","score_opus":0.04273238132408069,"score_gpt":0.31921866828250683,"score_spread":0.27648628695842614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375867838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9131295,0.0009486872,0.000086678025,0.0070420387,0.00043822706,0.00037787453,0.000017153692,0.0005246901,0.07743516],"genre_scores_gemma":[0.9961931,0.0005845023,0.0000045532292,0.00006284338,0.00033685492,0.00010533586,0.00001192525,0.000014446362,0.00268645],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99846596,0.00009398415,0.00025422327,0.00026121666,0.00041931885,0.00050531613],"domain_scores_gemma":[0.99900705,0.00038717818,0.00012850678,0.00012932044,0.00023094987,0.00011697373],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007046345,0.00019945521,0.00035739708,0.00015280825,0.0014479511,0.00035267897,0.00015217427,0.00007996534,0.0000019585545],"category_scores_gemma":[0.0007169344,0.0001775658,0.000096500495,0.00083955063,0.00071905716,0.00087104226,0.0002692841,0.00014181915,0.00012070053],"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":[0.0000040768227,0.000016558513,0.007342766,0.000048925664,0.00011785513,0.0000062596996,0.98155254,0.000008896183,0.0000038634107,0.006881799,0.0023594687,0.0016570026],"study_design_scores_gemma":[0.00014685924,0.00002762387,0.0012295664,0.00004357087,1.7415023e-7,0.0000016226269,0.9213409,0.000047377296,0.000011348409,0.03195304,0.04499383,0.00020410065],"about_ca_topic_score_codex":0.00024977262,"about_ca_topic_score_gemma":0.0015499047,"teacher_disagreement_score":0.0830636,"about_ca_system_score_codex":0.00005478829,"about_ca_system_score_gemma":0.00004308865,"threshold_uncertainty_score":0.999852},"labels":[],"label_agreement":null},{"id":"W4375867840","doi":"10.16995/dscn.9608","title":"Centring Multilingual Users: Thinking through UX Personas in the DH Community","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Persona Design and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Centring; Persona; Sociology; Psychology; Aesthetics; Linguistics; Computer science; Art; Human–computer interaction; Visual arts; Philosophy","score_opus":0.10088716483864757,"score_gpt":0.3271035134672333,"score_spread":0.22621634862858575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375867840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97348714,0.00053831015,0.012616421,0.0056310124,0.00013812356,0.00036668367,0.000015066041,0.00045780523,0.0067494386],"genre_scores_gemma":[0.99857336,0.00020933861,0.00017538617,0.0006965295,0.00007266898,0.000101267164,0.000014193351,0.000012321503,0.00014492452],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986061,0.00017323325,0.00022046731,0.00029673666,0.0002899309,0.00041353726],"domain_scores_gemma":[0.9984878,0.0007666144,0.00006764115,0.0005708173,0.00007148578,0.000035670517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071065157,0.0001857695,0.00020697627,0.000065495675,0.00086377293,0.00038514248,0.0013251873,0.000052235082,4.695517e-7],"category_scores_gemma":[0.00022810868,0.00014361949,0.00009333251,0.00093829195,0.00013672255,0.000796066,0.000717372,0.00042498414,0.00006054883],"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":[0.0000028476734,0.00013192184,0.0011710634,0.000023805631,0.000035348094,0.000030163314,0.98934495,0.00007641643,0.000076591896,0.0040427847,0.0010722374,0.0039918693],"study_design_scores_gemma":[0.00037882,0.000036198886,0.0031920744,0.000073853706,1.1821667e-7,0.000016131356,0.9585361,0.0024375536,0.0002901317,0.02644376,0.008332711,0.00026258087],"about_ca_topic_score_codex":0.0002375861,"about_ca_topic_score_gemma":0.00025850473,"teacher_disagreement_score":0.030808885,"about_ca_system_score_codex":0.000080954844,"about_ca_system_score_gemma":0.00005011975,"threshold_uncertainty_score":0.6643531},"labels":[],"label_agreement":null},{"id":"W4377818775","doi":"10.16995/dscn.9621","title":"Diversity of Immersion Mechanics in Videoludic Novels","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Narrative; Entertainment; Reading (process); Immersion (mathematics); Art; Psychology; Sociology; Humanities; Visual arts; Literature; Philosophy; Linguistics; Mathematics","score_opus":0.05007105479247062,"score_gpt":0.30374566616189147,"score_spread":0.2536746113694208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377818775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094764,0.00034221075,0.000080942635,0.0013793773,0.00041236938,0.00022851348,0.000038324622,0.000093451534,0.08794842],"genre_scores_gemma":[0.992915,0.0015806815,0.0000017148708,0.00007021859,0.00006960859,0.0000096295025,0.0000105085555,0.000009661018,0.005332976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99878436,0.0000337693,0.0002170413,0.00022770179,0.00036564632,0.0003714825],"domain_scores_gemma":[0.99936175,0.0002148,0.00009072534,0.000119801014,0.000119304525,0.000093618975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004626753,0.00011834558,0.0002836861,0.00012278193,0.00024402942,0.000030271585,0.00023737286,0.00007850602,0.0000067668],"category_scores_gemma":[0.0005517365,0.00011656855,0.00010668668,0.00077696715,0.00021005109,0.0004745769,0.0010168953,0.000089288005,0.00005101258],"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":[0.000040145325,0.00019943071,0.015754199,0.00008404346,0.00009847746,0.000055096807,0.92162126,0.000043192562,0.00009499082,0.0041493145,0.0030713375,0.05478852],"study_design_scores_gemma":[0.00037206573,0.00006260311,0.0012330143,0.000090878944,1.6416485e-7,3.708217e-7,0.9404973,0.000016894362,0.0001727339,0.0075399596,0.049835704,0.0001783449],"about_ca_topic_score_codex":0.00049598946,"about_ca_topic_score_gemma":0.0018492889,"teacher_disagreement_score":0.08343861,"about_ca_system_score_codex":0.00011040171,"about_ca_system_score_gemma":0.000088398745,"threshold_uncertainty_score":0.47535276},"labels":[],"label_agreement":null},{"id":"W4378449604","doi":"10.16995/dscn.9512","title":"Title Pending 9512","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Construct (python library); Field (mathematics); Citation; Bridge (graph theory); Style (visual arts); Class (philosophy); History; Computer science; Data science; Library science; Archaeology; Artificial intelligence; Political science","score_opus":0.09525528141846318,"score_gpt":0.38700106746544344,"score_spread":0.29174578604698026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378449604","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031575806,0.04356645,0.00008167414,0.011030629,0.0074932906,0.00018331094,0.00019641542,0.00025302937,0.9056194],"genre_scores_gemma":[0.70027405,0.005977718,0.0000030168692,0.00023772423,0.0009207094,0.000052055824,0.000034650937,0.000051450093,0.2924486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998512,0.000047339156,0.00028091995,0.00041208378,0.00015590769,0.0005917057],"domain_scores_gemma":[0.9992216,0.00022853831,0.000081462895,0.00028792053,0.00009504095,0.000085444124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024145612,0.00026742846,0.0003778645,0.00011027727,0.00024277724,0.0000831875,0.00017569037,0.00014494601,0.0005798712],"category_scores_gemma":[0.00015287574,0.00026730314,0.00017229511,0.00045499564,0.00027193702,0.00012964266,0.00032273494,0.00021042349,0.023162516],"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":[0.000010634014,0.00012022624,0.00051610626,0.0001038032,0.0005772259,0.00011104335,0.084494345,0.0000031415464,0.000009305864,0.0043192413,0.8816551,0.028079852],"study_design_scores_gemma":[0.0002725443,0.000045130473,0.00035858023,0.00008280314,3.7354408e-7,0.000013571687,0.21368055,0.000019050061,0.000016480319,0.008927026,0.7763407,0.00024315952],"about_ca_topic_score_codex":0.00004909411,"about_ca_topic_score_gemma":0.000043499454,"teacher_disagreement_score":0.66869825,"about_ca_system_score_codex":0.000078358986,"about_ca_system_score_gemma":0.00003406027,"threshold_uncertainty_score":0.99997795},"labels":[],"label_agreement":null},{"id":"W4379046119","doi":"10.16995/dscn.9619","title":"Land Grab CT: Leveraging Branding Principles as Design and Publishing Tools","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"American Literature and Humor 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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Studio; Library science; Institution; Publishing; Community engagement; Political science; Indigenous; Sociology; Engineering; Public relations; Ecology; Law","score_opus":0.11109345176299673,"score_gpt":0.2661662354743765,"score_spread":0.15507278371137978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379046119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8078121,0.005906079,0.00023296347,0.0042827153,0.00064422196,0.00047932813,0.00010648354,0.00066639856,0.17986973],"genre_scores_gemma":[0.98507535,0.0008895064,0.000011078335,0.00047394825,0.0006466022,0.00008905359,0.00005246449,0.000041272113,0.012720731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852896,0.000047474838,0.00030652678,0.00041422495,0.00022692766,0.00047585866],"domain_scores_gemma":[0.998891,0.0005888604,0.00012365307,0.00016246102,0.00015029225,0.00008372481],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003458561,0.000301907,0.000457651,0.00016587894,0.0011729873,0.0033978226,0.00016738483,0.000025995814,0.00002225805],"category_scores_gemma":[0.00050160196,0.00024410407,0.00009288367,0.00014155559,0.0004903394,0.0023185445,0.0003890511,0.00021996154,0.000050300503],"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":[0.00003635528,0.000036830683,0.0028176575,0.00012788459,0.000440119,0.00015676142,0.94956213,0.00004343816,0.000007653861,0.022204276,0.018550532,0.006016331],"study_design_scores_gemma":[0.00036908235,0.00008651442,0.00028438622,0.00015062475,7.9682195e-7,0.000021830901,0.5863079,0.000051350682,0.000033784792,0.008876729,0.40345928,0.0003577618],"about_ca_topic_score_codex":0.00010830368,"about_ca_topic_score_gemma":0.00012855425,"teacher_disagreement_score":0.38490874,"about_ca_system_score_codex":0.00004477776,"about_ca_system_score_gemma":0.000038004517,"threshold_uncertainty_score":0.99763674},"labels":[],"label_agreement":null},{"id":"W4379982830","doi":"10.16995/dscn.8169","title":"Unveiling the Essence of Migrant Care Workers' Online Video Narratives: An Interpretive Phenomenological Analysis","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Narrative; Storytelling; Social media; Public relations; Population; Political science; Sociology; Government (linguistics); Media studies; Gender studies; Law","score_opus":0.07348259566416343,"score_gpt":0.40591194441161194,"score_spread":0.3324293487474485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379982830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881566,0.001219745,0.0011779831,0.0015200613,0.00041048697,0.00042695156,0.00019704315,0.00020086965,0.00669022],"genre_scores_gemma":[0.99796116,0.00015449966,0.000014398155,0.00012747527,0.00018775293,0.0001506268,0.0002621198,0.00002116816,0.0011207726],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980662,0.00025515872,0.00056796364,0.00042674525,0.00022955162,0.0004544038],"domain_scores_gemma":[0.9976189,0.0011366563,0.00028157906,0.0003735003,0.00049268984,0.00009665903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037159427,0.00023246738,0.0005220873,0.00017179729,0.0007754703,0.00003330002,0.00032121464,0.00011997575,0.000020467112],"category_scores_gemma":[0.0007539001,0.00015283951,0.00019074212,0.0014769499,0.00039221652,0.00032348797,0.00023642213,0.00039639874,0.00006640874],"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":[0.0000658892,0.00014253666,0.024353184,0.000110542824,0.00057048135,0.000003255718,0.972152,0.000585216,0.00002720976,0.00011613127,0.0005960369,0.0012775045],"study_design_scores_gemma":[0.00012128954,0.000146074,0.0062682377,0.000266075,0.0000023994953,2.6458753e-7,0.9872195,0.000126466,0.000012814825,0.0024105415,0.0032626844,0.00016363352],"about_ca_topic_score_codex":0.00019439675,"about_ca_topic_score_gemma":0.00085930876,"teacher_disagreement_score":0.018084945,"about_ca_system_score_codex":0.0002171332,"about_ca_system_score_gemma":0.00019503356,"threshold_uncertainty_score":0.62326145},"labels":[],"label_agreement":null},{"id":"W4380767337","doi":"10.16995/dscn.9611","title":"Jugaad CoLab: Decolonial Poetics, Minimal Computing, and South Asian Digital Humanities","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bengali; Humanities; Poetics; Intersection (aeronautics); Digital humanities; Sociology; Hindi; Political science; Art; Computer science; Literature; Geography; Cartography; Artificial intelligence","score_opus":0.03803276755122046,"score_gpt":0.27228399483246324,"score_spread":0.23425122728124279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380767337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96760446,0.00056784385,0.005604728,0.0026217564,0.000983055,0.0003550978,0.000091948976,0.001306609,0.0208645],"genre_scores_gemma":[0.9969379,0.000095424235,0.00027879473,0.00026433967,0.00020990169,0.000029416196,0.00003683803,0.00004307892,0.002104358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99786884,0.00006585991,0.00046217092,0.0004979413,0.00038133402,0.0007238344],"domain_scores_gemma":[0.99838096,0.0004959655,0.00016880578,0.00055999286,0.0002900218,0.000104270526],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00027145102,0.00040688695,0.00049252476,0.00026401394,0.0008736472,0.0015653692,0.00099167,0.00010783588,0.0000014035072],"category_scores_gemma":[0.00044525057,0.00041364224,0.00010487717,0.00052972697,0.00067169615,0.0012449098,0.0032753376,0.00029060277,0.00012381007],"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":[0.000018932165,0.00010700577,0.011422405,0.00017145714,0.00029997167,0.00015548413,0.9601736,0.000024767884,0.000004621133,0.00974891,0.008106942,0.009765925],"study_design_scores_gemma":[0.0012555644,0.00057813444,0.02221257,0.00032734015,6.7713023e-7,0.0001316155,0.8963353,0.0018032038,0.00022885403,0.019807728,0.055793732,0.0015252754],"about_ca_topic_score_codex":0.000016421867,"about_ca_topic_score_gemma":0.00007411108,"teacher_disagreement_score":0.06383827,"about_ca_system_score_codex":0.00010913383,"about_ca_system_score_gemma":0.00015251513,"threshold_uncertainty_score":0.99983156},"labels":[],"label_agreement":null},{"id":"W4385470122","doi":"10.16995/dscn.8109","title":"La cocréation avec les institutions scolaires et culturelles : recherche design en littératie numérique","year":2022,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University; Université du Québec à Rimouski; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.48976484615184906,"score_gpt":0.3889220831814834,"score_spread":0.10084276297036565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385470122","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09299345,0.086088136,0.42326385,0.09204906,0.003542937,0.002807917,0.0007713787,0.0010671691,0.2974161],"genre_scores_gemma":[0.95506895,0.0043374137,0.0008432515,0.0011059727,0.00032581796,0.00038829187,0.00012822078,0.00005165714,0.037750427],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947425,0.0022130958,0.0007302316,0.0009238606,0.00063380325,0.0007564676],"domain_scores_gemma":[0.99634016,0.0019090603,0.00033740627,0.00055487495,0.0005554217,0.00030306308],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015596146,0.00068508694,0.0006527105,0.00015389605,0.0016728789,0.002704909,0.0008758534,0.00037468396,0.00003136925],"category_scores_gemma":[0.0021307392,0.00058555085,0.0003310045,0.0012344947,0.0007313631,0.0058968565,0.0018485934,0.0014023007,0.000060340863],"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":[0.000063078216,0.0010082576,0.000072081,0.00015591066,0.00039945406,0.00040640982,0.78065485,0.011369707,0.00020659369,0.14923409,0.02798764,0.028441941],"study_design_scores_gemma":[0.0006782554,0.0006572915,0.00019905764,0.00032286468,0.0000011978833,0.00072743057,0.35407797,0.0017239307,0.00096002204,0.06950946,0.5701934,0.000949094],"about_ca_topic_score_codex":0.0007198234,"about_ca_topic_score_gemma":0.0010693764,"teacher_disagreement_score":0.8620755,"about_ca_system_score_codex":0.0010824141,"about_ca_system_score_gemma":0.0012417898,"threshold_uncertainty_score":0.9996596},"labels":[],"label_agreement":null},{"id":"W4385472975","doi":"10.16995/dscn.8111","title":"Littérature québécoise mobile: ré-imaginer les pratiques littéraires en culture numérique","year":2022,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0659409023266019,"score_gpt":0.29221621920637664,"score_spread":0.22627531687977476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385472975","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1645503,0.4003414,0.0036223903,0.09543507,0.006020834,0.0035127085,0.0022142006,0.0017474318,0.3225557],"genre_scores_gemma":[0.8282858,0.010925769,0.00010614793,0.0031656201,0.0014771689,0.00074598566,0.0001901101,0.00011690277,0.15498649],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99406105,0.0006150063,0.0010649514,0.0017309075,0.0010536915,0.0014743842],"domain_scores_gemma":[0.9964686,0.00048077997,0.0005274186,0.0010884071,0.0008312531,0.00060355343],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00042261192,0.0013172356,0.0012365625,0.00018827607,0.0016930572,0.0040122964,0.001636208,0.00042906942,0.0000835853],"category_scores_gemma":[0.0007644948,0.0010542978,0.00069164374,0.0016417926,0.00082889403,0.0075798756,0.0036370612,0.0017949541,0.00007668496],"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":[0.00009420268,0.0014470579,0.0001185081,0.00043574887,0.0005952736,0.0016347466,0.7409755,0.0010471558,0.00060810626,0.061306216,0.16496642,0.026771057],"study_design_scores_gemma":[0.0005500467,0.00091076887,0.00009306342,0.00022956073,0.0000010015395,0.0011127846,0.2790237,0.00031815207,0.0010965383,0.023242708,0.69226617,0.001155535],"about_ca_topic_score_codex":0.0014222198,"about_ca_topic_score_gemma":0.0021225351,"teacher_disagreement_score":0.6637355,"about_ca_system_score_codex":0.00079034385,"about_ca_system_score_gemma":0.0007517024,"threshold_uncertainty_score":0.9999579},"labels":[],"label_agreement":null},{"id":"W4385834601","doi":"10.16995/dscn.9671","title":"It Matters to the Viewer: Social Reviews of Books Adapted for Film","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Amateur; Adaptation (eye); Criticism; Fidelity; Argument (complex analysis); Reading (process); Similarity (geometry); Psychology; Plot (graphics); Computer science; Social psychology; Linguistics; Literature; Artificial intelligence; Art; Political science; Philosophy; Law","score_opus":0.10406959603089329,"score_gpt":0.30236164684873446,"score_spread":0.19829205081784118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385834601","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15501283,0.017142363,0.0017222973,0.3398509,0.0062662186,0.009564444,0.0055723647,0.0010127437,0.46385583],"genre_scores_gemma":[0.92501456,0.0007548969,0.000010244488,0.012436319,0.0018284436,0.0008297355,0.0002341703,0.00006289669,0.05882874],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988735,0.000043527714,0.000435414,0.00021739611,0.00015454109,0.00027565306],"domain_scores_gemma":[0.9991727,0.00026143077,0.00010634491,0.00016216555,0.00025805872,0.000039333358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029501136,0.00018453122,0.00040198656,0.000070596834,0.000530804,0.00015921138,0.00019466094,0.000027166294,0.00008930541],"category_scores_gemma":[0.00018528015,0.00012949223,0.00022037613,0.0000853951,0.00019610972,0.00025734256,0.00007954326,0.00006524244,0.0001310605],"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":[0.00001806854,0.000018890423,0.0000038070457,0.00013094244,0.00006600155,0.0000010706141,0.56456816,0.0000029851851,0.000003860438,0.0060164384,0.4267156,0.002454161],"study_design_scores_gemma":[0.00013722414,0.00005554151,0.00002114375,0.00006305424,5.5647826e-7,4.1922877e-7,0.33283728,0.000011342516,0.00001443065,0.0019311289,0.6648184,0.00010945267],"about_ca_topic_score_codex":0.000035007582,"about_ca_topic_score_gemma":0.00066601054,"teacher_disagreement_score":0.7700017,"about_ca_system_score_codex":0.000022796885,"about_ca_system_score_gemma":0.0000246398,"threshold_uncertainty_score":0.52805394},"labels":[],"label_agreement":null},{"id":"W4386729257","doi":"10.16995/dscn.9559","title":"La responsabilité sociale des « entreprises muséales » à l’épreuve des dispositifs numériques : entre activisme et socioblanchiment.","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.22832569085043974,"score_gpt":0.35243653043536194,"score_spread":0.1241108395849222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386729257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062802,0.012548137,0.0018532791,0.011011205,0.00083526043,0.00067007187,0.00045459578,0.0010514627,0.065295786],"genre_scores_gemma":[0.92244565,0.007186398,0.00009060071,0.000339836,0.0003929456,0.0001116125,0.00009035273,0.00008474076,0.069257885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949943,0.0007337493,0.0008026794,0.0012756777,0.0006468735,0.00154673],"domain_scores_gemma":[0.99509823,0.0026777019,0.00033387146,0.0007017274,0.00068636984,0.00050207623],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008458557,0.00094329205,0.001005909,0.00019616562,0.0011395715,0.004552964,0.00082987547,0.00044099608,0.00003096936],"category_scores_gemma":[0.0018850574,0.0007988888,0.0006280182,0.0012877185,0.003134208,0.010164467,0.002045772,0.00064331165,0.00039859366],"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":[0.00012352531,0.0009423255,0.0027481306,0.00054641307,0.00081953953,0.00074995664,0.8581952,0.00008988474,0.0005562264,0.018312285,0.01454209,0.102374464],"study_design_scores_gemma":[0.00090163876,0.00049200066,0.007978744,0.001237967,0.000002764855,0.00022301922,0.5904865,0.00020932079,0.004147042,0.2627586,0.13018207,0.0013802747],"about_ca_topic_score_codex":0.00051878445,"about_ca_topic_score_gemma":0.001740147,"teacher_disagreement_score":0.26770863,"about_ca_system_score_codex":0.0007201931,"about_ca_system_score_gemma":0.0005107066,"threshold_uncertainty_score":0.9995787},"labels":[],"label_agreement":null},{"id":"W4386729853","doi":"10.16995/dscn.9672","title":"Testimonios en cursos multilingües de humanidades digitales transfronterizas y transnacionales.","year":2023,"lang":"es","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Font; Humanities; Style (visual arts); White (mutation); Art; Visual arts","score_opus":0.043606972305570736,"score_gpt":0.3236884311030725,"score_spread":0.28008145879750174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386729853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93933797,0.0028295484,0.02282167,0.029755453,0.00061546377,0.00053886813,0.00038473765,0.0011565363,0.0025597825],"genre_scores_gemma":[0.9956407,0.0014636683,0.00033781043,0.00023651427,0.0002852359,0.0002684038,0.0001468032,0.000062357576,0.001558499],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714833,0.00006870813,0.00069977215,0.0008781099,0.00036696662,0.00083810237],"domain_scores_gemma":[0.99790245,0.0008086066,0.00016730004,0.0005552707,0.00043891565,0.00012744483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003563799,0.00053306035,0.0005816341,0.0005005169,0.00058711914,0.0008070912,0.0010771651,0.0002722494,0.0000071651684],"category_scores_gemma":[0.0004353958,0.00052875147,0.00025323257,0.0015146997,0.0007395707,0.0012624144,0.0003617489,0.00041578783,0.00016991084],"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":[0.000054909775,0.0024598038,0.040579762,0.0013825839,0.0020281286,0.00039678428,0.51999414,0.00086046685,0.004440617,0.30419758,0.00938971,0.1142155],"study_design_scores_gemma":[0.0023033994,0.0010310512,0.05423754,0.0017184356,0.0000041891644,0.0003330678,0.5838447,0.010177614,0.0114517305,0.15767595,0.17392632,0.0032959697],"about_ca_topic_score_codex":0.000030210405,"about_ca_topic_score_gemma":0.000051623712,"teacher_disagreement_score":0.16453661,"about_ca_system_score_codex":0.00021160126,"about_ca_system_score_gemma":0.00041679636,"threshold_uncertainty_score":0.9997164},"labels":[],"label_agreement":null},{"id":"W4386730247","doi":"10.16995/dscn.9693","title":"From Tube Top to Dupatta, Which Feminism Is Mine?","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Sociology; Psychology; Art; Literature","score_opus":0.05332509158973431,"score_gpt":0.33736167857874044,"score_spread":0.28403658698900613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386730247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8544889,0.0005669104,0.00004702691,0.01491876,0.0016029694,0.00038819152,0.00023784563,0.00035235088,0.12739706],"genre_scores_gemma":[0.9747708,0.0008843132,0.000012150472,0.0011942997,0.0014443431,0.00013573523,0.00006917122,0.000034939225,0.021454286],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976553,0.00006528272,0.00033233705,0.0005932806,0.00057217054,0.0007816777],"domain_scores_gemma":[0.99850243,0.0004575829,0.000075038384,0.00033373258,0.00025744605,0.0003737541],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004189347,0.0002726897,0.00042869194,0.00011449957,0.0005558488,0.00020194899,0.0004223368,0.00017680126,0.00007511779],"category_scores_gemma":[0.00101443,0.00026504524,0.00013852112,0.00096507504,0.0002085652,0.00030424265,0.000347126,0.00017136363,0.0011475328],"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":[0.000010052508,0.000047609403,0.003768862,0.000012963014,0.00009621967,0.000027439026,0.86939144,0.0000024242386,0.00006808685,0.0000923377,0.12247212,0.0040104305],"study_design_scores_gemma":[0.0002029506,0.000045493303,0.0013392308,0.000034995915,3.316156e-7,5.649465e-7,0.7298649,0.0000018288866,0.0004923507,0.0038877223,0.2638698,0.00025987267],"about_ca_topic_score_codex":0.001701347,"about_ca_topic_score_gemma":0.00481417,"teacher_disagreement_score":0.14139767,"about_ca_system_score_codex":0.000121429344,"about_ca_system_score_gemma":0.00025127287,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4387657823","doi":"10.16995/dscn.9658","title":"Access and Advocacy: Text &amp; Data Mining and DMCA §1201","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Internet privacy; Data science; World Wide Web; Political science; Business","score_opus":0.1154654724630289,"score_gpt":0.3064082097039357,"score_spread":0.19094273724090677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387657823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975819,0.0011660114,0.00004667369,0.0036884993,0.00024203245,0.00019207822,0.000045028355,0.0002224935,0.018578215],"genre_scores_gemma":[0.9949415,0.0012205855,0.000005875979,0.00076550274,0.00065917964,0.000023345681,0.00025097627,0.00003426084,0.0020987766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877787,0.0000045038983,0.00021800154,0.00050573784,0.00017452895,0.00031934804],"domain_scores_gemma":[0.9992222,0.00010009456,0.00017082792,0.00038884225,0.000098100165,0.000019909927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023138354,0.00022239659,0.0002892448,0.00010096268,0.0002928283,0.0009901295,0.00036460112,0.0000485967,0.000009216575],"category_scores_gemma":[0.00031793234,0.00019749664,0.000027000988,0.00049202394,0.00016411628,0.0037255238,0.0029612782,0.00007818363,0.0001036454],"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":[0.0001350115,0.00014984785,0.3090911,0.0013031675,0.0004663669,0.00017510136,0.023886902,0.000015990603,0.00010972818,0.0012379946,0.49441463,0.16901419],"study_design_scores_gemma":[0.0006910561,0.000011162543,0.026977083,0.00018338213,0.0000014024479,0.0000073652204,0.07544939,0.00038475677,0.000008615571,0.006083429,0.88968945,0.0005129221],"about_ca_topic_score_codex":0.00025087665,"about_ca_topic_score_gemma":0.0014398431,"teacher_disagreement_score":0.39527482,"about_ca_system_score_codex":0.000012072798,"about_ca_system_score_gemma":0.000023315428,"threshold_uncertainty_score":0.95478415},"labels":[],"label_agreement":null},{"id":"W4387659727","doi":"10.16995/dscn.9599","title":"Interacting with Archival Resources of Digital Audio: A Survey of the Experiences of Irish Traditional Musicians in North America.","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Irish; Popularity; Musical; Style (visual arts); Media studies; Sociology; Visual arts; Art; Psychology; Social psychology; Linguistics","score_opus":0.08972420447102321,"score_gpt":0.29416457179435074,"score_spread":0.20444036732332754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387659727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702542,0.000046756522,0.000017915741,0.00028845912,0.00014879456,0.0002479462,0.00017181206,0.000028182314,0.028795946],"genre_scores_gemma":[0.9995607,0.000036293306,0.0000028547447,0.000021290865,0.00004860291,0.00003651844,0.000021359001,0.000013889418,0.00025850508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982758,0.00020039415,0.00045477547,0.00023863783,0.0005339547,0.00029641134],"domain_scores_gemma":[0.99748677,0.0017261968,0.00031806246,0.00015488916,0.00027624995,0.000037831356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036168538,0.00014769862,0.0004043475,0.000104955514,0.00019647226,0.000053184853,0.0004312667,0.00003070742,0.000008033024],"category_scores_gemma":[0.0031623007,0.00009853366,0.00010184529,0.0014406069,0.0022685835,0.00044349962,0.00020288103,0.00015371587,0.000002948432],"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":[0.0001050024,0.0001286236,0.04708681,0.00003169239,0.00007579696,0.0000036272427,0.95053357,0.00017747907,0.000015126898,0.000017248518,0.0005753352,0.0012496609],"study_design_scores_gemma":[0.00014601288,0.00018369827,0.039655313,0.00015701554,2.1525962e-7,0.0000010976859,0.95858496,0.000037616996,0.0002397785,0.00020824195,0.00065592054,0.00013013369],"about_ca_topic_score_codex":0.002750678,"about_ca_topic_score_gemma":0.017339125,"teacher_disagreement_score":0.0293065,"about_ca_system_score_codex":0.000052264484,"about_ca_system_score_gemma":0.00017664276,"threshold_uncertainty_score":0.9675639},"labels":[],"label_agreement":null},{"id":"W4389181962","doi":"10.16995/dscn.10047","title":"A Cultural Analytic Study of Facial Imagery in Time Magazine, 1923–2014","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Representation (politics); History; Psychology; Political science; Archaeology","score_opus":0.047899919493037235,"score_gpt":0.3524351924596452,"score_spread":0.304535272966608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389181962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97451955,0.00037974885,0.0000026297098,0.0002463442,0.0004975053,0.0005199845,0.00008431925,0.0001666013,0.023583338],"genre_scores_gemma":[0.9798981,0.000033974862,0.0000010325105,0.000051111598,0.00013040137,0.00019473043,0.000073680225,0.000027556167,0.019589394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980864,0.00013700481,0.0005568552,0.00054035644,0.00022076334,0.00045863286],"domain_scores_gemma":[0.9991314,0.00016230854,0.00014676596,0.00037280502,0.00012659111,0.000060126025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031561407,0.00026907877,0.0005681766,0.00032858358,0.00013186314,0.000030478303,0.0003004099,0.00013309179,0.00022566847],"category_scores_gemma":[0.00008020497,0.00024546564,0.00014009804,0.0005927285,0.00033713953,0.00027463806,0.00021463349,0.00027032197,0.0028906998],"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":[0.00037932585,0.0035316003,0.5114488,0.000035471934,0.00058370386,0.00058557506,0.3804643,0.000027182343,0.00024470012,0.00012161978,0.10139789,0.0011798444],"study_design_scores_gemma":[0.0019642774,0.00050407596,0.68002194,0.00002494351,0.0000012962436,0.00002238853,0.31449828,0.0000056363583,0.0000047431135,0.00090725516,0.0017589239,0.00028622805],"about_ca_topic_score_codex":0.000057820405,"about_ca_topic_score_gemma":0.00032632155,"teacher_disagreement_score":0.16857317,"about_ca_system_score_codex":0.0000622252,"about_ca_system_score_gemma":0.00002118216,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W4389256182","doi":"10.16995/dscn.10231","title":"Ecological Modelling: Applying Computational Linguistic Analysis to the UN Secretary-General’s Speeches on Climate Change (2018–2022)","year":2023,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Latent Dirichlet allocation; Climate change; Humanities; Topic model; Sociology; Philosophy; Computer science; Ecology; Artificial intelligence; Biology","score_opus":0.14422618926304864,"score_gpt":0.3693065111214384,"score_spread":0.22508032185838978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389256182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216477,0.00054157845,0.045905437,0.016259056,0.00062342925,0.00094954617,0.00016992775,0.00044336924,0.013459905],"genre_scores_gemma":[0.99631214,0.00037362162,0.0005329203,0.0007956367,0.00093798863,0.00026742613,0.00018067185,0.000016259455,0.0005833578],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99765474,0.00029826394,0.00036968186,0.0005114551,0.00065313437,0.00051272154],"domain_scores_gemma":[0.99762845,0.0016101056,0.00013206365,0.0001773956,0.00030178463,0.00015021363],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015177284,0.00022882743,0.00045313002,0.00031509463,0.0014377477,0.00023054988,0.00034668937,0.00007940029,0.000031459804],"category_scores_gemma":[0.00073734985,0.00016966196,0.0003512881,0.0027741704,0.00020320143,0.00012317808,0.0002909893,0.00017618923,0.0001927638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036703666,0.00016997007,0.005975709,0.0000168366,0.0016317777,0.000046103396,0.24249326,0.71199685,0.0000010592611,0.013103479,0.00063159503,0.023896653],"study_design_scores_gemma":[0.00041319363,0.00020185261,0.019128222,0.000047377824,0.00003187555,0.000001984486,0.27550745,0.39011517,0.000013319693,0.25100183,0.06254093,0.0009967941],"about_ca_topic_score_codex":0.0003233446,"about_ca_topic_score_gemma":0.001046707,"teacher_disagreement_score":0.32188168,"about_ca_system_score_codex":0.0001301934,"about_ca_system_score_gemma":0.000056477795,"threshold_uncertainty_score":0.99986225},"labels":[],"label_agreement":null},{"id":"W4389473428","doi":"10.16995/dscn.9669","title":"Alignement sémantique et manque de données : l’apport des modèles de langue. Le cas du latin et du grec","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.05121940641463512,"score_gpt":0.30317674317464594,"score_spread":0.2519573367600108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389473428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55442935,0.03495903,0.31013873,0.08274593,0.00075839437,0.00095873646,0.00020976807,0.0032384796,0.012561546],"genre_scores_gemma":[0.96964115,0.00815314,0.015524381,0.0016978341,0.00034278654,0.00025670504,0.00007490418,0.00009844238,0.004210638],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965188,0.00036228372,0.00060720346,0.00088362646,0.00043633315,0.0011917817],"domain_scores_gemma":[0.9979217,0.00051650254,0.000291063,0.00057273253,0.0004557434,0.00024224154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019337562,0.0006301095,0.00065240316,0.0002329905,0.0005949688,0.00089183415,0.0010390285,0.00029469226,0.0000075882836],"category_scores_gemma":[0.00089616317,0.00061492657,0.000247574,0.00087458413,0.00060807395,0.0018272443,0.0018975284,0.00051340694,0.00006106617],"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":[0.000053900574,0.0007581275,0.016430352,0.0017466876,0.00069735036,0.004282366,0.7420769,0.0005532314,0.002146836,0.13545871,0.057363994,0.038431592],"study_design_scores_gemma":[0.0015069614,0.0006825937,0.010015366,0.0034509718,0.000005757175,0.0014093858,0.23452635,0.014228835,0.044198822,0.6226105,0.064432465,0.0029320081],"about_ca_topic_score_codex":0.0043684924,"about_ca_topic_score_gemma":0.0048986934,"teacher_disagreement_score":0.5075505,"about_ca_system_score_codex":0.0004972942,"about_ca_system_score_gemma":0.0007008064,"threshold_uncertainty_score":0.9996302},"labels":[],"label_agreement":null},{"id":"W4391302151","doi":"10.16995/dscn.9952","title":"Towards Acknowledgement and Accreditation of Digital Labour in Digital Humanities: A Case Study from Emerging Indian Digital Humanities Projects","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.07642981128755574,"score_gpt":0.3258186173071073,"score_spread":0.24938880601955157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391302151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373024,0.0017593678,0.000039445476,0.00022564651,0.0006090999,0.0012493778,0.00079863565,0.00024154084,0.05777445],"genre_scores_gemma":[0.99534047,0.00013695695,0.0000026296632,0.000030484289,0.0005509668,0.00016791634,0.00008937462,0.0000669269,0.003614295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714744,0.00007394769,0.0007567126,0.0007236881,0.00066040934,0.000637781],"domain_scores_gemma":[0.9983745,0.0006182331,0.0001474406,0.00023650765,0.0005205718,0.00010274162],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003613764,0.00046174924,0.0006153788,0.0004192922,0.0005878898,0.003660308,0.0003286983,0.00012988348,0.000037380454],"category_scores_gemma":[0.0017439974,0.00042030012,0.00014453313,0.0006372919,0.0009545447,0.005491435,0.00061593833,0.0003291542,0.000049444458],"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":[0.000043757365,0.0004857994,0.0041704457,0.00020845936,0.00040531665,0.0012834555,0.9763585,0.0000031383822,0.0000028245004,0.0008621218,0.000564157,0.015612058],"study_design_scores_gemma":[0.0004935198,0.0004723404,0.00014960521,0.0003137945,0.000001734405,0.00003466543,0.97792804,0.000024278825,0.000041032985,0.006974683,0.013088057,0.00047823047],"about_ca_topic_score_codex":0.0028126703,"about_ca_topic_score_gemma":0.013857966,"teacher_disagreement_score":0.058038015,"about_ca_system_score_codex":0.00046262163,"about_ca_system_score_gemma":0.0004495336,"threshold_uncertainty_score":0.9998249},"labels":[],"label_agreement":null},{"id":"W4391839471","doi":"10.16995/dscn.10065","title":"Mapping Plants and Their Movements in and across Contemporary Francophone Narratives","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Cégep de la Gaspésie et des Îles; Université du Québec à Montréal; McGill University","funders":"","keywords":"Business","score_opus":0.03283601572282065,"score_gpt":0.258126341670687,"score_spread":0.22529032594786635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391839471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98080724,0.007335317,0.0055153184,0.00096660055,0.00041980264,0.00018649937,0.00003357735,0.00009984462,0.004635811],"genre_scores_gemma":[0.9990123,0.00029896203,0.000004786337,0.00031580878,0.00004091207,0.000025327816,0.0000044357516,0.000004406471,0.00029307362],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991002,0.000021967073,0.0002734315,0.00028527767,0.00011478679,0.00020433811],"domain_scores_gemma":[0.9996651,0.00008474696,0.000047591384,0.00012678161,0.000021553142,0.00005424619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024282432,0.00014337293,0.0002093286,0.000086267006,0.0001429073,0.000719048,0.0002171702,0.00003402525,4.0372475e-7],"category_scores_gemma":[0.000014081309,0.0001027526,0.000022687707,0.0003591203,0.00013117101,0.0059424425,0.00044796878,0.00008325895,0.000009908193],"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":[0.0000018730492,0.000008258939,0.0036063385,0.00006157599,0.000023999617,0.000013007135,0.9890441,0.0000015470723,0.00007294474,0.000010363334,0.0005857907,0.0065702354],"study_design_scores_gemma":[0.0001918844,0.00003474867,0.0025263997,0.00020006581,9.315186e-11,0.000014900669,0.98230904,0.001399466,0.00029111485,0.0028390414,0.01006407,0.00012926043],"about_ca_topic_score_codex":0.00001584704,"about_ca_topic_score_gemma":0.000007874004,"teacher_disagreement_score":0.018205058,"about_ca_system_score_codex":0.000015392305,"about_ca_system_score_gemma":0.000048335365,"threshold_uncertainty_score":0.69337964},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4391871056","doi":"10.16995/dscn.9956","title":"Research Data Management in the Humanities: Challenges and Opportunities in the Canadian Context","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Physics; Geology","score_opus":0.5466756864830005,"score_gpt":0.4171236335051967,"score_spread":0.12955205297780376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391871056","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028893828,0.04748231,8.2504556e-7,0.07969911,0.00014671254,0.00075873954,0.000046929348,0.000029882156,0.84294164],"genre_scores_gemma":[0.9618922,0.032103974,3.7529833e-7,0.0011756411,0.00015091612,0.00014876829,0.000014718267,0.000012133855,0.0045012743],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977838,0.0006445322,0.00018915653,0.00033925654,0.00051605207,0.0005272063],"domain_scores_gemma":[0.9982469,0.0012349109,0.00001345933,0.00037530478,0.00009092449,0.00003850998],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0049355957,0.00012672548,0.00015059784,0.00022527632,0.0010953248,0.0012150861,0.0010639383,0.00005922695,0.000013242203],"category_scores_gemma":[0.000388411,0.00007553598,0.000021243819,0.00026802567,0.0016446435,0.00059924327,0.00040021926,0.0004097264,0.000027042073],"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":[0.0000034122318,0.000019509156,0.0000050642634,0.000057063684,0.000038617673,0.00022488767,0.79137844,1.5740193e-7,2.0875536e-8,0.16718644,0.012201009,0.028885407],"study_design_scores_gemma":[0.00003140361,0.000020099264,0.000028547247,0.00006924782,7.6618306e-8,0.0000020835764,0.5267662,0.0000075141447,1.57839e-7,0.009664593,0.46335533,0.00005476658],"about_ca_topic_score_codex":0.15398611,"about_ca_topic_score_gemma":0.9724575,"teacher_disagreement_score":0.93299836,"about_ca_system_score_codex":0.00026552874,"about_ca_system_score_gemma":0.00036019465,"threshold_uncertainty_score":0.9998217},"labels":[],"label_agreement":null},{"id":"W4393385734","doi":"10.16995/dscn.9865","title":"\"Much Material of 1821 Not Listed\": Troubling Christina Colvin's Calendar of Maria Edgeworth's Correspondence with Digital Analysis","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03446274465774081,"score_gpt":0.30432042036573326,"score_spread":0.26985767570799246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393385734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96476537,0.0009431629,0.0016447341,0.00084282877,0.0007282344,0.00052561844,0.0023164998,0.00021090855,0.02802263],"genre_scores_gemma":[0.9937644,0.00017344127,0.000025799294,0.000026935435,0.00027217838,0.000034719385,0.00005882855,0.00003905263,0.0056046722],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973326,0.00011534493,0.0006604409,0.0005706565,0.000794308,0.0005266634],"domain_scores_gemma":[0.997808,0.00072606653,0.0002323783,0.00030818177,0.00079919404,0.00012619275],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053957995,0.00032476927,0.0008281065,0.00032793608,0.0003367077,0.00036261612,0.00046927182,0.00015106573,0.00016441064],"category_scores_gemma":[0.0013048124,0.00025566234,0.00029742508,0.0018279754,0.0015811826,0.0010493061,0.0002965565,0.00022236753,0.00003088488],"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":[0.0032637473,0.00081050204,0.0067497473,0.0011275591,0.008111556,0.00042826435,0.94066066,0.00030867298,0.0017404836,0.00936558,0.011680096,0.015753137],"study_design_scores_gemma":[0.0011612657,0.0017704637,0.0013512177,0.001314385,0.000057670877,0.000033337878,0.81708807,0.000831892,0.020689923,0.0026895613,0.1510865,0.001925703],"about_ca_topic_score_codex":0.001600876,"about_ca_topic_score_gemma":0.0026300387,"teacher_disagreement_score":0.1394064,"about_ca_system_score_codex":0.0002165613,"about_ca_system_score_gemma":0.0005706255,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4400452449","doi":"10.16995/dscn.11196","title":"The Gamergate Social Network: Interpreting Transphobia and Alt-Right Hate Online","year":2024,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","score_opus":0.03350834744474475,"score_gpt":0.3030061853954698,"score_spread":0.26949783795072507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400452449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32858562,0.323939,0.0008561511,0.1939858,0.009859049,0.0010389873,0.00030663912,0.00053783867,0.1408909],"genre_scores_gemma":[0.9279921,0.021991953,0.000008368809,0.0006639181,0.0027343782,0.000039243616,0.000015740796,0.00007512487,0.04647915],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679244,0.0003850475,0.0005996726,0.00065166777,0.0003930488,0.0011781501],"domain_scores_gemma":[0.9980074,0.0013564489,0.00010711613,0.00016361247,0.00021845232,0.00014695473],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.001010075,0.0004648911,0.0005222604,0.000035982794,0.002746267,0.0012094202,0.00042400966,0.00024398402,0.000068136265],"category_scores_gemma":[0.0004145539,0.00033006736,0.00029147533,0.0006543117,0.0037513392,0.0008117357,0.0003754284,0.00071534386,0.00014226526],"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":[0.000076698576,0.00008294212,0.000031568205,0.00024378754,0.0008264807,0.00009592478,0.81225693,0.00003235229,0.000017239052,0.014390207,0.045001287,0.12694459],"study_design_scores_gemma":[0.000121208664,0.00010402711,0.00000764204,0.0006141289,0.0000019642337,0.000014184145,0.2737504,0.0012014392,0.000057090452,0.02202706,0.70173067,0.00037016158],"about_ca_topic_score_codex":0.0005744797,"about_ca_topic_score_gemma":0.009292234,"teacher_disagreement_score":0.6567294,"about_ca_system_score_codex":0.0003038177,"about_ca_system_score_gemma":0.00022555067,"threshold_uncertainty_score":0.9999151},"labels":[],"label_agreement":null},{"id":"W4401265546","doi":"10.16995/dscn.11149","title":"Oceanic Circuits in Portuguese America (between the Eighteenth and the Beginning of the Nineteenth Centuries): Mapping Political Communication through the Digital Humanities","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0549565750393678,"score_gpt":0.29015230330362657,"score_spread":0.23519572826425877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401265546","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3446328,0.035343844,0.00020042088,0.061383333,0.0004446737,0.0018475757,0.00012406515,0.0001734719,0.5558498],"genre_scores_gemma":[0.99590105,0.0023131156,0.000001009764,0.00055628584,0.00022937446,0.000053101197,0.000010637619,0.000023988372,0.0009114495],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978531,0.00046245832,0.00045066397,0.00025945305,0.00047216506,0.00050217676],"domain_scores_gemma":[0.9961216,0.0031232615,0.00013405737,0.0004501232,0.00013811815,0.00003284941],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00071221654,0.00022039143,0.00033606996,0.000036235044,0.0013737188,0.00062361325,0.00089944317,0.00006640529,0.0000073511465],"category_scores_gemma":[0.0012862851,0.00009491384,0.00015906568,0.00054063345,0.006701277,0.00064082904,0.0007985341,0.00050799863,0.000007552577],"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":[0.000011614554,0.000031391435,0.0014979762,0.00004790224,0.00023816037,0.000002234472,0.7879305,0.0000033627264,0.0000010362693,0.20399019,0.001936385,0.0043092463],"study_design_scores_gemma":[0.00019312513,0.000029522722,0.0013804779,0.0002545111,0.0000020634902,0.0000038190637,0.85158724,0.000037582242,0.000024660461,0.031856388,0.11446962,0.00016101342],"about_ca_topic_score_codex":0.0014544819,"about_ca_topic_score_gemma":0.00036313554,"teacher_disagreement_score":0.65126824,"about_ca_system_score_codex":0.00016696706,"about_ca_system_score_gemma":0.00014904415,"threshold_uncertainty_score":0.9999263},"labels":[],"label_agreement":null},{"id":"W4401336674","doi":"10.16995/dscn.11068","title":"Unboxing the Archive with SpokenWeb UAlberta: A Case Study in Literary Audio Rights","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Western University; University of Lethbridge; University of Guelph","funders":"","keywords":"Audio visual; Art; Literature; Multimedia; Computer science","score_opus":0.021386705652957253,"score_gpt":0.30097195917964414,"score_spread":0.2795852535266869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401336674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93749225,0.0050784773,0.000020381669,0.002622591,0.0002629653,0.0007329155,0.0000272462,0.00014163315,0.053621564],"genre_scores_gemma":[0.9942362,0.00027068114,0.0000057149928,0.00015757768,0.0004032898,0.00016707722,0.0000057841044,0.000018053986,0.00473565],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983908,0.00020404615,0.0002326732,0.0004206438,0.00033767644,0.0004141407],"domain_scores_gemma":[0.99897707,0.00062291493,0.000045707562,0.00019599954,0.000079423924,0.00007891353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047738524,0.00022645788,0.00027102866,0.000018819572,0.0011536725,0.0005603657,0.00024515807,0.00007456594,0.000009180799],"category_scores_gemma":[0.00008524703,0.00012646291,0.00011616958,0.00066568604,0.0006451349,0.0006865156,0.00015740204,0.0003946046,0.000021829323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001531711,0.00016697259,0.0023487606,0.000030330306,0.00024774668,0.0037797175,0.9876258,0.000009726756,9.307915e-7,0.0025331844,0.0024673622,0.0007741937],"study_design_scores_gemma":[0.00022696098,0.000096770156,0.0000940454,0.00015277312,7.5293383e-7,0.00013782138,0.890122,0.0000101324695,0.0000048326497,0.02253807,0.08641398,0.00020187108],"about_ca_topic_score_codex":0.0031475737,"about_ca_topic_score_gemma":0.09367066,"teacher_disagreement_score":0.09750377,"about_ca_system_score_codex":0.00014542798,"about_ca_system_score_gemma":0.00015498536,"threshold_uncertainty_score":0.9228675},"labels":[],"label_agreement":null},{"id":"W4401478919","doi":"10.16995/dscn.11062","title":"Long Literary Covid: Archive of the Digital Present (ADP) and Reflections on the Meaning of Data About Pandemic Literary Events","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Concordia University","funders":"","keywords":"Computer science","score_opus":0.13584112627254274,"score_gpt":0.3705138728619909,"score_spread":0.23467274658944814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401478919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7332991,0.012776133,0.00045901124,0.0071463063,0.000698029,0.0012531644,0.0014063512,0.00017396887,0.24278796],"genre_scores_gemma":[0.99611586,0.00092565466,0.0000042894394,0.00015193866,0.00020579416,0.000026224807,0.000033074106,0.000020332804,0.002516823],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839646,0.00020622896,0.0003446573,0.0003808971,0.00040430482,0.0002674472],"domain_scores_gemma":[0.9975949,0.0016916571,0.00010239303,0.00045328613,0.00009796332,0.000059799637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004761587,0.00017397557,0.00024085736,0.00006114377,0.0005499721,0.00027943132,0.00067430193,0.00005790341,0.000011959936],"category_scores_gemma":[0.0012972374,0.00009711447,0.00010533734,0.00038370272,0.00097365497,0.0009263469,0.0010434347,0.0002937098,0.0000074090476],"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":[0.00006916877,0.00012693081,0.0033507538,0.00018478463,0.00046596435,0.000008569285,0.966125,0.000008236781,0.00008299556,0.0062588425,0.004872135,0.018446608],"study_design_scores_gemma":[0.00040472337,0.0003957301,0.0012973604,0.0029039963,0.0000051931006,0.000035925525,0.40021703,0.00045679213,0.0006663119,0.2517549,0.34123945,0.0006225442],"about_ca_topic_score_codex":0.00019803729,"about_ca_topic_score_gemma":0.0005198105,"teacher_disagreement_score":0.56590796,"about_ca_system_score_codex":0.00007629431,"about_ca_system_score_gemma":0.00020575823,"threshold_uncertainty_score":0.42299965},"labels":[],"label_agreement":null},{"id":"W4402306796","doi":"10.16995/dscn.11651","title":"Quantifying Relevance in Art Exhibition Systems at the Turn of the Twentieth Century: A Case Study of a Cultural Network Approach","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.08444263875200211,"score_gpt":0.3217116955537802,"score_spread":0.2372690568017781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402306796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670406,0.009601829,0.00003492041,0.00039093354,0.0009439988,0.0013946991,0.000016436903,0.000049670518,0.020526934],"genre_scores_gemma":[0.9972217,0.0005575595,0.0000013388213,0.000018915027,0.00019306467,0.00011831921,0.0000033512088,0.00001787089,0.0018678736],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979616,0.00046791453,0.00045743588,0.0003201751,0.00044678367,0.00034613645],"domain_scores_gemma":[0.99878323,0.0005851368,0.00015841621,0.0002469145,0.00019644093,0.000029865125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009469119,0.0001766147,0.0003430988,0.000031730517,0.000580648,0.00016787424,0.0002652478,0.00007109468,0.0000027583146],"category_scores_gemma":[0.00064375706,0.00009261152,0.00013291942,0.00083769613,0.0006082969,0.00035184034,0.00033559467,0.00026174306,0.000006678804],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038547587,0.00022057607,0.0011366019,0.00022575982,0.0001651833,0.000064380445,0.99069643,0.0015851248,0.000024212168,0.0010224575,0.004442956,0.00037776295],"study_design_scores_gemma":[0.00016694784,0.00008497876,0.000025185307,0.00035791253,0.0000010716212,0.000055374363,0.9851394,0.00050979474,0.000027362597,0.00020499114,0.013301292,0.00012564787],"about_ca_topic_score_codex":0.0037021134,"about_ca_topic_score_gemma":0.020212028,"teacher_disagreement_score":0.03018113,"about_ca_system_score_codex":0.0002595792,"about_ca_system_score_gemma":0.0000763928,"threshold_uncertainty_score":0.99766654},"labels":[],"label_agreement":null},{"id":"W4402402042","doi":"10.16995/dscn.10946","title":"Discovery of the New World’s Oldest Extant Metal-Type–Printed Book in Korea through Image Acquisition, Comparison, and Analysis","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.013721224063792666,"score_gpt":0.2656094920362888,"score_spread":0.25188826797249614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402402042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7769431,0.091158964,0.09787963,0.0021798902,0.00047564466,0.0009501904,0.0002067726,0.0011687998,0.029037043],"genre_scores_gemma":[0.997119,0.0017317121,0.000120164885,0.00005393102,0.00002859329,0.00002765816,0.000023285607,0.000022993758,0.0008726244],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905634,0.00002470816,0.0003886038,0.00023155971,0.00013057982,0.00016821569],"domain_scores_gemma":[0.9995138,0.00009529829,0.000047200112,0.0002533819,0.0000613183,0.000028993332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095405216,0.00019241308,0.00040566587,0.00024799668,0.00004038958,0.00013833321,0.00013926272,0.00004054631,0.00000798011],"category_scores_gemma":[0.000027356495,0.00014189686,0.00018578723,0.0018814286,0.00015954243,0.00066437066,0.00011416928,0.00013773325,0.0000021309038],"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":[0.0001968061,0.0011868153,0.21055287,0.0033953427,0.023277268,0.0001245321,0.49095213,0.0030334054,0.049560294,0.032464683,0.16727142,0.017984428],"study_design_scores_gemma":[0.0018709502,0.00029299926,0.18476242,0.002557913,0.0001101714,0.000037132053,0.1838715,0.013503832,0.27336296,0.050244298,0.28608295,0.003302904],"about_ca_topic_score_codex":0.00006790853,"about_ca_topic_score_gemma":0.0002419001,"teacher_disagreement_score":0.30708066,"about_ca_system_score_codex":0.000053682765,"about_ca_system_score_gemma":0.000023820563,"threshold_uncertainty_score":0.57863855},"labels":[],"label_agreement":null},{"id":"W4402887802","doi":"10.16995/dscn.11058","title":"For a General Theory of Scholars–Digital Tools Interactions","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Business","score_opus":0.10163865053293455,"score_gpt":0.29570172178211396,"score_spread":0.1940630712491794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402887802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5297929,0.003586467,0.00037892957,0.0005280187,0.0015741863,0.0004752711,0.0024546678,0.00028242607,0.46092713],"genre_scores_gemma":[0.90925705,0.00005835008,0.000006656032,0.00015518704,0.0009637892,0.00015749251,0.00017804166,0.000057342877,0.08916609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855345,0.000021555474,0.00048345668,0.00037122192,0.00020091326,0.00036940628],"domain_scores_gemma":[0.998572,0.0006656497,0.00008846734,0.00022973174,0.0003676526,0.00007651564],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00023879195,0.00029852422,0.00039982476,0.00016030221,0.00037271157,0.004016889,0.00024907058,0.00004647118,0.00014494105],"category_scores_gemma":[0.00038171586,0.00024934,0.00041493995,0.00006647468,0.00050856615,0.005240964,0.00017769256,0.00023818282,0.00007689094],"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":[0.00009259592,0.00018217291,0.00003037957,0.00033512322,0.0006862401,0.000017935847,0.23282847,0.0000039164447,0.000022479408,0.71851915,0.0121761765,0.035105366],"study_design_scores_gemma":[0.00017248347,0.00015540767,0.0000074364266,0.00018261498,8.8849464e-7,0.000009780418,0.2926956,0.000016697277,0.00010257277,0.13757144,0.56884885,0.00023625592],"about_ca_topic_score_codex":0.00000788575,"about_ca_topic_score_gemma":0.000115482784,"teacher_disagreement_score":0.5809477,"about_ca_system_score_codex":0.00008149859,"about_ca_system_score_gemma":0.00007894359,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W4402888464","doi":"10.16995/dscn.11069","title":"Taking the Middle Road: Reflections on Mixed Methodology within the Digital Humanities","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental science","score_opus":0.35806455162067075,"score_gpt":0.34318349154796307,"score_spread":0.014881060072707675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402888464","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24184315,0.0037435393,0.000051672814,0.003029961,0.0032997937,0.00041005362,0.00028686598,0.00048207134,0.7468529],"genre_scores_gemma":[0.9313272,0.00006801019,0.0000022941135,0.0011092039,0.0016996466,0.00019751149,0.00005173394,0.00007809521,0.06546631],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978402,0.00017267655,0.0005497959,0.0005161441,0.00038451442,0.0005366196],"domain_scores_gemma":[0.9974798,0.0015998828,0.00017992934,0.00047400635,0.0002111433,0.000055256696],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00067651685,0.00046526545,0.00042543098,0.0001474007,0.0024554005,0.0072570974,0.0005857784,0.000077741584,0.00018449829],"category_scores_gemma":[0.000631556,0.00025727283,0.0003670933,0.00013606745,0.0016725813,0.001614134,0.00034704446,0.00070720946,0.00026683506],"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":[0.000027685142,0.00006239445,0.0000053777812,0.00005570879,0.0003952385,0.000028491171,0.5004064,0.000019920028,0.0000021978042,0.48844397,0.004804958,0.0057476703],"study_design_scores_gemma":[0.00008269146,0.00017922529,0.000020442245,0.00013320828,0.0000013621468,0.000027980326,0.577509,0.000012663645,0.000029027828,0.0594926,0.3622663,0.0002455161],"about_ca_topic_score_codex":0.00016936168,"about_ca_topic_score_gemma":0.004342376,"teacher_disagreement_score":0.68948406,"about_ca_system_score_codex":0.00013359053,"about_ca_system_score_gemma":0.00008284727,"threshold_uncertainty_score":0.99998796},"labels":[],"label_agreement":null},{"id":"W4403120722","doi":"10.16995/dscn.11066","title":"A World Shaped by Computer Technologies: For a Hermeneutic Analysis of Computer Protocols","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.03240424047502754,"score_gpt":0.3011020385769811,"score_spread":0.26869779810195354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403120722","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01602608,0.0016684331,0.9678866,0.0037584275,0.00038139182,0.0051891105,0.00007695986,0.004603925,0.0004090746],"genre_scores_gemma":[0.9762016,0.000031792897,0.017694436,0.00016300562,0.00008092251,0.0051979953,0.0000227409,0.000044237127,0.0005632961],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974615,0.00003639354,0.00065925944,0.0009799665,0.00032623493,0.0005366629],"domain_scores_gemma":[0.9979029,0.00064474,0.0002058345,0.0009374844,0.00026175502,0.00004723868],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034416033,0.00040711364,0.0009360963,0.0010411558,0.00018489924,0.00040102866,0.0017645147,0.00015066913,0.0000010800672],"category_scores_gemma":[0.00010125768,0.00036064966,0.00046336727,0.0030713791,0.00048045148,0.0005786703,0.0014695761,0.00024682985,0.00001084984],"study_design_candidate":"simulation_or_modeling","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":[0.000084183936,0.0012583048,0.00096890045,0.0027072902,0.014670644,0.00015284614,0.09730287,0.0030536384,0.0011564904,0.03173002,0.1770315,0.6698833],"study_design_scores_gemma":[0.00074659573,0.0010229939,0.00009248385,0.00082596554,0.000010155354,0.000015749887,0.008734094,0.699789,0.0022515666,0.030905018,0.2544296,0.0011767651],"about_ca_topic_score_codex":0.0000049224855,"about_ca_topic_score_gemma":0.00003414715,"teacher_disagreement_score":0.9601755,"about_ca_system_score_codex":0.00021819289,"about_ca_system_score_gemma":0.00010268935,"threshold_uncertainty_score":0.99988455},"labels":[],"label_agreement":null},{"id":"W4403508075","doi":"10.16995/dscn.11059","title":"Title Pending 11059","year":2024,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.05596603874310936,"score_gpt":0.24795636050376996,"score_spread":0.1919903217606606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403508075","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029487202,0.18115018,0.00022454812,0.0024251048,0.01820312,0.00009527351,0.0009914876,0.00007649755,0.79388505],"genre_scores_gemma":[0.30245978,0.008735177,0.000009920318,0.000078283396,0.00047674286,0.000012435422,0.000014397718,0.000025400908,0.6881879],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872696,0.0000056315585,0.00036071916,0.00050799095,0.000031253585,0.00036743245],"domain_scores_gemma":[0.9995657,0.000086620705,0.00007672823,0.00018758011,0.000027253542,0.000056068315],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026961582,0.00019279023,0.00038698807,0.00013861952,0.00015924519,0.0004265091,0.00015207414,0.000086744956,0.0074362066],"category_scores_gemma":[0.00010010462,0.00022903644,0.00020257199,0.00020580657,0.00027087744,0.0004918425,0.00025144505,0.0001473364,0.09810548],"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":[0.0000019132613,0.000038200888,0.0002208795,0.00019655676,0.0004470251,0.000036160378,0.028559398,0.000008651415,3.282356e-7,0.046179716,0.9134466,0.010864544],"study_design_scores_gemma":[0.00008435423,0.000017687342,0.000023232737,0.00013307296,2.836732e-7,0.000007796471,0.06193188,0.0004000925,0.000008363362,0.012381274,0.92476815,0.00024381091],"about_ca_topic_score_codex":0.000033582895,"about_ca_topic_score_gemma":0.000008896783,"teacher_disagreement_score":0.29951105,"about_ca_system_score_codex":0.00021892239,"about_ca_system_score_gemma":0.00002982075,"threshold_uncertainty_score":0.99347115},"labels":[],"label_agreement":null},{"id":"W4403861794","doi":"10.16995/dscn.17618","title":"Women to the Forefront: A Case for Digital Medieval Prosopography","year":2024,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.05012422456958813,"score_gpt":0.31666177008609137,"score_spread":0.2665375455165032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403861794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7207335,0.005807036,0.0041813008,0.04815462,0.0027890694,0.0051940857,0.0008715063,0.000994279,0.2112746],"genre_scores_gemma":[0.98769027,0.0000954022,0.000010517808,0.0004991883,0.0010092187,0.0011669121,0.000011699754,0.000048808626,0.009468004],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979357,0.000053059786,0.00030412397,0.0004964075,0.00039165246,0.00081905746],"domain_scores_gemma":[0.9984916,0.0007316857,0.00003837201,0.00023503424,0.00029208857,0.00021122738],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000719997,0.0002641746,0.0003021629,0.00010361705,0.0011735396,0.0012824807,0.000391769,0.000094306015,0.000019891102],"category_scores_gemma":[0.0018333661,0.00016797801,0.0002398292,0.0006414403,0.000671606,0.00085331924,0.0002747919,0.00018306913,0.00015076698],"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":[0.0000750462,0.000063259555,0.000023951015,0.00008969101,0.00031670165,0.00017110929,0.9302573,0.000004762256,0.0000036758408,0.003521747,0.042362824,0.023109892],"study_design_scores_gemma":[0.00008838989,0.00018871817,7.9993384e-7,0.000042612697,2.5477556e-7,0.00003556114,0.46354032,0.000030655323,0.000030089166,0.012195609,0.5236687,0.00017826448],"about_ca_topic_score_codex":0.00018592419,"about_ca_topic_score_gemma":0.0027194899,"teacher_disagreement_score":0.48130593,"about_ca_system_score_codex":0.00034324182,"about_ca_system_score_gemma":0.00022141715,"threshold_uncertainty_score":0.9997543},"labels":[],"label_agreement":null},{"id":"W4404132405","doi":"10.16995/dscn.15132","title":"Title Pending 15132","year":2024,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.07721145714023098,"score_gpt":0.3371738788101665,"score_spread":0.25996242166993555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404132405","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005486631,0.06620711,0.00020217178,0.010364426,0.0052154143,0.00014922007,0.000038530736,0.00018545653,0.91215104],"genre_scores_gemma":[0.6629709,0.0024240336,0.0000039381484,0.0001298075,0.00094041775,0.000009791308,0.0000041525263,0.000025867716,0.33349112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988497,0.000057459474,0.00017982583,0.00029668232,0.0002220095,0.00039430405],"domain_scores_gemma":[0.9994537,0.0002494132,0.000024150453,0.000114508315,0.00008239742,0.00007580344],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023660135,0.00017412931,0.00020369636,0.00004684692,0.0002966726,0.00032405692,0.00017647722,0.00011707271,0.0024985236],"category_scores_gemma":[0.00031970808,0.00015344728,0.00013887847,0.00036308408,0.0006283729,0.0004605099,0.00016696863,0.00022944693,0.014764367],"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":[0.0000042453494,0.000050988372,0.000008385846,0.00020337725,0.00024857375,0.00009433817,0.3915374,0.000002274074,0.000014485992,0.042247083,0.5025199,0.06306895],"study_design_scores_gemma":[0.00002839553,0.00003412267,7.449334e-7,0.00020598447,2.551606e-7,0.0000074401537,0.15966769,0.00010369944,0.00011685312,0.010991126,0.8286714,0.000172308],"about_ca_topic_score_codex":0.00022460488,"about_ca_topic_score_gemma":0.00018258094,"teacher_disagreement_score":0.65748423,"about_ca_system_score_codex":0.0002727367,"about_ca_system_score_gemma":0.00015343368,"threshold_uncertainty_score":0.9984133},"labels":[],"label_agreement":null},{"id":"W4404625124","doi":"10.16995/dscn.18503","title":"La responsabilité sociale des « entreprises muséales » à l’épreuve des dispositifs numériques : entre activisme et socioblanchiment.","year":2024,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.07148959146758596,"score_gpt":0.33832856759806207,"score_spread":0.26683897613047614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404625124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76100814,0.060594846,0.0007155408,0.014554173,0.0013748191,0.0008455777,0.00040578048,0.0007652345,0.15973592],"genre_scores_gemma":[0.8838757,0.018489176,0.000055655888,0.00024722447,0.0009719148,0.00018713,0.000037562317,0.00015019697,0.09598542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932364,0.002284622,0.0008383152,0.0013177975,0.00079517957,0.0015276872],"domain_scores_gemma":[0.9927712,0.005696582,0.00018798809,0.0004407182,0.0005550454,0.00034844517],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.00199246,0.00091851526,0.0010018358,0.00017448067,0.0018188347,0.0019248266,0.0006812486,0.0007078426,0.00045405215],"category_scores_gemma":[0.0032472305,0.0008389869,0.0007575375,0.0010030387,0.010104472,0.0035854278,0.0008205949,0.0011592048,0.0006699696],"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":[0.00016759633,0.0006682733,0.0008041638,0.0008827065,0.0012553209,0.00022496592,0.86284995,0.000013230462,0.0002236456,0.01936768,0.009481111,0.10406134],"study_design_scores_gemma":[0.00021226374,0.00021916833,0.000103751016,0.0012887128,0.000003948372,0.000031143878,0.5930294,0.000037593676,0.001553801,0.098244265,0.3045833,0.00069266424],"about_ca_topic_score_codex":0.001587362,"about_ca_topic_score_gemma":0.008138921,"teacher_disagreement_score":0.2951022,"about_ca_system_score_codex":0.0022527326,"about_ca_system_score_gemma":0.0011680126,"threshold_uncertainty_score":0.99948066},"labels":[],"label_agreement":null},{"id":"W4406237427","doi":"10.16995/dscn.16533","title":"Characterizing Asymmetries in the TenTen Corpus Family Membership: An Implicit Hierarchy in Multilingual Digital Tools","year":2025,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Estatal de Investigación; College of Engineering, Michigan State University; Gobierno de Aragón; Ministerio de Ciencia, Innovación y Universidades; Michigan State University","keywords":"Computer science","score_opus":0.07424583077701523,"score_gpt":0.3407334376520879,"score_spread":0.26648760687507267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406237427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8444706,0.0006955003,0.000026191512,0.0030282068,0.00030326258,0.00073711685,0.00006355883,0.000105935556,0.15056962],"genre_scores_gemma":[0.9964757,0.0002772922,0.0000043219434,0.0011714115,0.00016930308,0.00013289074,0.000033930846,0.000024929335,0.001710194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973179,0.0002851985,0.0005772391,0.00055074895,0.00045791204,0.00081096153],"domain_scores_gemma":[0.9977301,0.0015241193,0.000109155924,0.00032270676,0.0002331333,0.00008080836],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010775954,0.00032347837,0.00050494034,0.0003019942,0.00056849787,0.0011962813,0.0008129985,0.00016419789,0.0000055371534],"category_scores_gemma":[0.005510498,0.00024311236,0.0001351792,0.0013423885,0.00088112487,0.0021163097,0.00033550017,0.0004907533,0.000026095546],"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":[0.000183092,0.00043465375,0.01428171,0.000047464586,0.00010638654,0.00008652152,0.93478954,0.000007982396,0.00030809772,0.005326498,0.00028280597,0.04414525],"study_design_scores_gemma":[0.00044757372,0.00012540705,0.0061175623,0.00017686946,3.057739e-7,0.000003185962,0.941062,0.00002788579,0.00036426858,0.0056780865,0.045643937,0.0003529198],"about_ca_topic_score_codex":0.00211598,"about_ca_topic_score_gemma":0.009404622,"teacher_disagreement_score":0.15200512,"about_ca_system_score_codex":0.00041468363,"about_ca_system_score_gemma":0.00031687348,"threshold_uncertainty_score":0.99984056},"labels":[],"label_agreement":null},{"id":"W4407277092","doi":"10.16995/dscn.17643","title":"“AI-Human Romance,” or, The Deconstruction of Love: A Baudrillardian Discourse Analysis of Hyperreality","year":2025,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.039297222006021,"score_gpt":0.3785852852269341,"score_spread":0.3392880632209131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407277092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8106677,0.00045339478,0.0006440723,0.0053527737,0.00025967896,0.0003601141,0.00007500648,0.00003584339,0.1821514],"genre_scores_gemma":[0.9947789,0.00027128705,0.000003655087,0.00015302474,0.00006277278,0.000013258991,0.000009234918,0.000007614615,0.0047002607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985106,0.00018893948,0.00045306672,0.00026836182,0.00030742958,0.00027157433],"domain_scores_gemma":[0.9986369,0.000370763,0.00019655601,0.00032747054,0.00042525757,0.00004304565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005701688,0.00015787136,0.000570549,0.00016949027,0.00043458902,0.00006823108,0.000333949,0.00008956844,0.00005385949],"category_scores_gemma":[0.000895184,0.0000914346,0.00030910005,0.0015895497,0.0020333547,0.00029549285,0.0001732007,0.00012862895,0.000005211625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001815161,0.00034416886,0.025358906,0.00014981705,0.0072238212,0.000005384715,0.9170149,0.00025885509,0.00015817251,0.028853372,0.0069274916,0.013523597],"study_design_scores_gemma":[0.00022638717,0.000073125455,0.0026693016,0.000079551624,0.000017705392,7.8948494e-7,0.96660626,0.00008805867,0.00082539546,0.0073327348,0.021888427,0.00019228102],"about_ca_topic_score_codex":0.003441695,"about_ca_topic_score_gemma":0.031957384,"teacher_disagreement_score":0.18411118,"about_ca_system_score_codex":0.00014083799,"about_ca_system_score_gemma":0.00024170511,"threshold_uncertainty_score":0.98570687},"labels":[],"label_agreement":null},{"id":"W4407962573","doi":"10.16995/dscn.11067","title":"Dans une base de données lointaine, très lointaine : les humanités numériques pour explorer les univers étendus","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.07808182820435305,"score_gpt":0.3049003430388437,"score_spread":0.22681851483449067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407962573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5532859,0.018086072,0.010636649,0.07065096,0.0015255286,0.0010522866,0.00020077405,0.00058375346,0.3439781],"genre_scores_gemma":[0.88593405,0.008426822,0.000106430976,0.00073318125,0.0008712806,0.00011520251,0.00004433061,0.00011147634,0.10365722],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9948392,0.00076357235,0.00095090055,0.00117559,0.0006096799,0.001661092],"domain_scores_gemma":[0.9965528,0.0011834854,0.0003065486,0.0005970984,0.0010188796,0.0003411491],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00092956243,0.0009956933,0.0011346948,0.0003277287,0.0025330044,0.00059910753,0.0010890495,0.0005868719,0.0003500076],"category_scores_gemma":[0.0019625507,0.0009501973,0.0005929155,0.0015795504,0.0044855513,0.0016695609,0.00079933065,0.00095918303,0.00022449231],"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":[0.0003065911,0.0011044785,0.0032114119,0.0005884185,0.0014301088,0.00044556684,0.821297,0.00033296683,0.00036362815,0.08910575,0.06049178,0.021322304],"study_design_scores_gemma":[0.0007003687,0.0002720219,0.000104864324,0.00081049674,0.0000044515277,0.000017380766,0.7488037,0.00020428463,0.002392688,0.03356878,0.21234421,0.000776767],"about_ca_topic_score_codex":0.02007056,"about_ca_topic_score_gemma":0.050613623,"teacher_disagreement_score":0.3326482,"about_ca_system_score_codex":0.002386482,"about_ca_system_score_gemma":0.0009768419,"threshold_uncertainty_score":0.9992949},"labels":[],"label_agreement":null},{"id":"W4408888496","doi":"10.16995/dscn.11108","title":"Remediation and Spectral Bibliography: Ghost Hunting in Early Modern Books","year":2025,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02926576313058384,"score_gpt":0.2893875953119794,"score_spread":0.26012183218139556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408888496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76091534,0.0014131794,0.00018801802,0.0017952129,0.00017479561,0.00027542585,0.000003955373,0.000083312756,0.23515078],"genre_scores_gemma":[0.99579656,0.0017815526,0.000009948851,0.00020969093,0.00012891144,0.000031177693,0.0000028697855,0.000011466417,0.0020278199],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987686,0.00007736853,0.00024759004,0.00030374888,0.00021309039,0.00038959048],"domain_scores_gemma":[0.999407,0.0002426708,0.00005607642,0.000104192506,0.00014011096,0.000049976417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041958055,0.00014482977,0.00022943661,0.00088844297,0.000692312,0.000527033,0.00014959234,0.00009086399,0.0000027807482],"category_scores_gemma":[0.0006304217,0.0001367669,0.00006465019,0.0021891901,0.00043332766,0.0006256524,0.00014123123,0.00018447185,0.000007733701],"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":[0.000070579925,0.00011198896,0.15130673,0.00006964044,0.00015781316,0.000016620843,0.8271969,0.000013501537,0.0001641608,0.0047158324,0.003825832,0.01235042],"study_design_scores_gemma":[0.0010278415,0.00017349905,0.020883817,0.00039794712,7.4488776e-7,0.0000014099977,0.79694414,0.0003175803,0.0013663942,0.12786554,0.050282158,0.0007388975],"about_ca_topic_score_codex":0.004242132,"about_ca_topic_score_gemma":0.017164,"teacher_disagreement_score":0.23488125,"about_ca_system_score_codex":0.00007794152,"about_ca_system_score_gemma":0.00008197024,"threshold_uncertainty_score":0.95779145},"labels":[],"label_agreement":null},{"id":"W4409010175","doi":"10.16995/dscn.17302","title":"Quantifying Historical Migrations Using a Multi-Step Probabilistic Algorithm and Surname Distributions over the Centuries: A Case Study of Malopolska","year":2025,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.1170051565624274,"score_gpt":0.3647802416553873,"score_spread":0.24777508509295992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409010175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834315,0.002082166,0.010886628,0.0010587142,0.00034613948,0.0012135574,0.00008209086,0.0000623294,0.0008368656],"genre_scores_gemma":[0.99893486,0.000102449514,0.000100906596,0.000032387,0.000054502078,0.00008147096,0.000003832863,0.000010930771,0.0006786533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984799,0.00024955132,0.00040582035,0.00031019165,0.0002401503,0.0003143983],"domain_scores_gemma":[0.9984671,0.00072916906,0.000121005265,0.00020904357,0.0004116,0.000062084575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004097351,0.0001826108,0.00033075016,0.00006975625,0.0018675331,0.00017937348,0.00016986691,0.00007153384,0.000004041448],"category_scores_gemma":[0.002191164,0.00013136514,0.000084979714,0.0006027698,0.000734629,0.00028539373,0.0002518503,0.00019416987,9.2834114e-7],"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":[0.00002423391,0.0014148344,0.004984753,0.00008340497,0.00043116906,0.00015395938,0.98462284,0.000041286265,0.000012805488,0.0024456868,0.0009207062,0.0048643346],"study_design_scores_gemma":[0.00042040268,0.000107063875,0.00019974494,0.00007797442,0.0000037331736,0.00003178326,0.9882143,0.0016868481,0.000008766514,0.0005468846,0.008528173,0.00017428421],"about_ca_topic_score_codex":0.030260436,"about_ca_topic_score_gemma":0.072996795,"teacher_disagreement_score":0.04273636,"about_ca_system_score_codex":0.0007609409,"about_ca_system_score_gemma":0.00023986404,"threshold_uncertainty_score":0.9994319},"labels":[],"label_agreement":null},{"id":"W4409095882","doi":"10.16995/dscn.17802","title":"Revisiting John Stuart Mill’s &lt;em&gt;The Subjection of Women&lt;/em&gt;: A Computer-Assisted Stylometric Analysis","year":2025,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.026626403044111856,"score_gpt":0.2811039608258943,"score_spread":0.25447755778178244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409095882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93808234,0.00285613,0.0041026645,0.0015811686,0.0005603325,0.0007124808,0.000034835615,0.0002086189,0.051861443],"genre_scores_gemma":[0.9944203,0.0007144985,0.00003417934,0.0003192316,0.00036555942,0.00010542794,0.000017569653,0.000025507028,0.0039977604],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99628615,0.00054964994,0.00084724586,0.00063980825,0.0008147279,0.0008624156],"domain_scores_gemma":[0.9965054,0.0014732537,0.00038369748,0.00046202532,0.0010414744,0.00013414193],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023243371,0.00036558937,0.0009930063,0.00087019266,0.0014027769,0.00045497395,0.00062989496,0.00017195965,0.00005344298],"category_scores_gemma":[0.0034386555,0.0002831219,0.00048765,0.008650297,0.00066920364,0.00049024005,0.00047212755,0.0002959585,0.000034354045],"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":[0.00017029987,0.00052704173,0.0047644214,0.0002937444,0.0062913066,0.000019764322,0.89123166,0.00031282514,0.0002545036,0.002192137,0.0061375815,0.08780474],"study_design_scores_gemma":[0.00069029315,0.00033373528,0.0060200603,0.00025599406,0.000021983487,0.0000034765353,0.87810564,0.00074111175,0.0004436725,0.0013591687,0.11135094,0.000673914],"about_ca_topic_score_codex":0.00061044894,"about_ca_topic_score_gemma":0.004286892,"teacher_disagreement_score":0.10521336,"about_ca_system_score_codex":0.0012176259,"about_ca_system_score_gemma":0.0002643447,"threshold_uncertainty_score":0.9999621},"labels":[],"label_agreement":null},{"id":"W4409718513","doi":"10.16995/dscn.18169","title":"Title Pending 18169","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.053983773706731034,"score_gpt":0.33551186302036734,"score_spread":0.2815280893136363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409718513","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006105845,0.019932544,0.00030251523,0.012279177,0.0033298088,0.00017915684,0.000020436635,0.00008640398,0.9577641],"genre_scores_gemma":[0.59601724,0.0012983725,0.000004562871,0.0003362252,0.0002888951,0.000010029847,0.0000027911155,0.000011010804,0.4020309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989308,0.00006934969,0.0001952479,0.00025682867,0.00016779861,0.00037998517],"domain_scores_gemma":[0.9993924,0.00022977835,0.000044373253,0.00014244103,0.00013735607,0.000053675958],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021170457,0.00016407034,0.00023899323,0.00005183218,0.00043714818,0.00014334291,0.000221889,0.00012268072,0.0011357019],"category_scores_gemma":[0.00060552586,0.00015384813,0.00011667967,0.0004083401,0.00070590375,0.0002866105,0.00022841043,0.00018667254,0.0035576818],"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":[0.000011373158,0.00012265016,0.00008469668,0.00014259774,0.00030634433,0.000021637195,0.2183031,0.0000035290645,0.000014194841,0.06926725,0.65714514,0.054577485],"study_design_scores_gemma":[0.00007059445,0.00002244709,0.0000045968236,0.00013922692,2.4778055e-7,0.0000012256677,0.17210424,0.000025159698,0.00018939537,0.014449881,0.8128506,0.00014240979],"about_ca_topic_score_codex":0.00029211512,"about_ca_topic_score_gemma":0.00031396205,"teacher_disagreement_score":0.5899114,"about_ca_system_score_codex":0.0002745854,"about_ca_system_score_gemma":0.00017990614,"threshold_uncertainty_score":0.9997774},"labels":[],"label_agreement":null},{"id":"W4411631768","doi":"10.16995/dscn.15498","title":"Challenges in Curating Real-Time Data During a Crisis: The Case of the COVID-19 Pandemic in Alberta","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Computer science","score_opus":0.13833941436226033,"score_gpt":0.33224138451279006,"score_spread":0.19390197015052973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411631768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7926764,0.017884552,0.00034021752,0.1556534,0.0010315937,0.00093946944,0.000088216424,0.000055208988,0.031330943],"genre_scores_gemma":[0.9922653,0.004748024,0.000006113031,0.0007876606,0.000059361097,0.00004963568,0.000004753533,0.000006565969,0.0020725795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975102,0.0003427118,0.0009301701,0.0005506779,0.00022629899,0.0004399198],"domain_scores_gemma":[0.99697477,0.0010996126,0.00034686166,0.001422564,0.00008540178,0.000070812464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014634638,0.00024112151,0.00042455088,0.00015101071,0.00036770606,0.0003886722,0.0022424846,0.00009869048,0.0000023085242],"category_scores_gemma":[0.0013300732,0.00015546316,0.00007991284,0.0013890588,0.00036256236,0.006931465,0.0035167774,0.0002734072,0.000014621391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013952076,0.00010496092,0.017663788,0.0007948516,0.000082335464,0.00014398166,0.9651262,0.0007791683,0.000015074272,0.0050752424,0.0038205127,0.006379889],"study_design_scores_gemma":[0.0006006205,0.000031083317,0.0014822128,0.000747078,1.8712375e-7,0.00062837003,0.9636032,0.014372775,0.000051988605,0.0041016447,0.014132209,0.00024861126],"about_ca_topic_score_codex":0.008052058,"about_ca_topic_score_gemma":0.017647779,"teacher_disagreement_score":0.19958891,"about_ca_system_score_codex":0.00020067107,"about_ca_system_score_gemma":0.0005584316,"threshold_uncertainty_score":0.9985534},"labels":[],"label_agreement":null},{"id":"W4412608444","doi":"10.16995/dscn.17257","title":"Accuracy Isn’t All: Testing KuroNet for Kanbun OCR","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Waseda University","keywords":"Computer science","score_opus":0.11483178618889285,"score_gpt":0.3616218382805929,"score_spread":0.24679005209170007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412608444","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07149074,0.058924172,0.004261701,0.08439621,0.0062492285,0.002792672,0.00030764003,0.00049182435,0.7710858],"genre_scores_gemma":[0.8338745,0.0020497434,0.00015704478,0.0027776454,0.0009880863,0.00028676202,0.000028499504,0.000064006694,0.1597737],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965806,0.00020064073,0.00072498445,0.0008242858,0.00037860248,0.0012908996],"domain_scores_gemma":[0.9933297,0.0049489755,0.00025288327,0.00037821912,0.0009200717,0.00017014581],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00079771015,0.0005404625,0.00074139726,0.00010566625,0.0013806665,0.00050799665,0.00069612346,0.00030871533,0.0000795096],"category_scores_gemma":[0.015369346,0.00051797664,0.00032240173,0.0009916016,0.0016876654,0.0011516076,0.0006425252,0.00040486536,0.00025833398],"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":[0.00014219133,0.0006087937,0.00052095955,0.0008303588,0.0013526124,0.00002847397,0.5063793,0.00011463715,0.00012099148,0.025520463,0.2872854,0.17709586],"study_design_scores_gemma":[0.0004300317,0.0002131373,0.000018403296,0.00038946152,0.000001840306,0.0000036533575,0.26080292,0.00031781266,0.00043942494,0.028865717,0.7080619,0.0004556842],"about_ca_topic_score_codex":0.0016382776,"about_ca_topic_score_gemma":0.0019957398,"teacher_disagreement_score":0.76238376,"about_ca_system_score_codex":0.0007471586,"about_ca_system_score_gemma":0.00064005103,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null},{"id":"W4412609322","doi":"10.16995/dscn.18897","title":"Digital Text Analysis and Early Shakespeare Bibliography: Using Voyant Tools with Bad OCR","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Business","score_opus":0.03526317689244406,"score_gpt":0.2607859084692743,"score_spread":0.22552273157683023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412609322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81912947,0.01338447,0.11255386,0.00466406,0.00076903694,0.00057520653,0.00027833087,0.00018524998,0.048460335],"genre_scores_gemma":[0.9910196,0.0011707069,0.0001285801,0.0004733183,0.00010782944,0.00002331617,0.000020286132,0.000014239677,0.0070421225],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997112,0.00006140429,0.0007735712,0.0007823469,0.00055904983,0.00071166176],"domain_scores_gemma":[0.9980748,0.00025184604,0.00031960386,0.00062445976,0.00050254,0.00022673547],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00031257377,0.00047611413,0.00080637936,0.0037573678,0.0006050926,0.009345327,0.0007848212,0.00013379852,0.0000067549813],"category_scores_gemma":[0.00008453622,0.00038615367,0.000324002,0.02400217,0.0008086811,0.028445628,0.0009548436,0.00022366234,0.00003347531],"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":[0.00004828984,0.00022198043,0.70796114,0.0003863212,0.0043463395,0.00011054698,0.20549333,0.0008921689,0.00001316806,0.002303267,0.00676525,0.07145818],"study_design_scores_gemma":[0.0018590366,0.0008563875,0.15703884,0.0019501816,0.0000119501,0.00016258446,0.60345626,0.025109673,0.00041567767,0.0035975247,0.20322962,0.0023122593],"about_ca_topic_score_codex":0.0002213726,"about_ca_topic_score_gemma":0.00005316963,"teacher_disagreement_score":0.55092233,"about_ca_system_score_codex":0.000052930798,"about_ca_system_score_gemma":0.00025116774,"threshold_uncertainty_score":0.99985904},"labels":[],"label_agreement":null},{"id":"W4413420799","doi":"10.16995/dscn.18703","title":"Fifty Shades of Twilight: A Computational Approach to Textual Adaptation","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science","score_opus":0.06293719990171794,"score_gpt":0.3117413133699339,"score_spread":0.24880411346821596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413420799","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15880534,0.011320439,0.065351605,0.020048186,0.0012139037,0.0013423611,0.00024640912,0.00013102341,0.74154073],"genre_scores_gemma":[0.9622939,0.00021307076,0.00041289956,0.0006391166,0.00021448082,0.0000826953,0.000042518895,0.000020866879,0.03608041],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99764127,0.00022374655,0.0006063173,0.0005277441,0.00050514465,0.0004958115],"domain_scores_gemma":[0.99801683,0.000739951,0.00015337094,0.00017935871,0.0007929076,0.000117559925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047280535,0.0003107261,0.00055036106,0.00016503727,0.0005130844,0.00016118586,0.00040459525,0.00018575181,0.000034476823],"category_scores_gemma":[0.0013813839,0.00029538458,0.0001992851,0.0012666485,0.0013245161,0.00062179303,0.00035006742,0.00021830222,0.00011178848],"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":[0.000099205616,0.00074386754,0.00016106517,0.00032748698,0.00052335224,0.0000028568384,0.8190955,0.010036919,0.000011731847,0.116569385,0.02931573,0.023112917],"study_design_scores_gemma":[0.00034462573,0.00018251696,0.00011993467,0.0003188524,0.0000011797994,0.0000022354607,0.815859,0.0047648754,0.00017917312,0.035951074,0.14192957,0.00034695366],"about_ca_topic_score_codex":0.0010795164,"about_ca_topic_score_gemma":0.00070432224,"teacher_disagreement_score":0.8034886,"about_ca_system_score_codex":0.00036287674,"about_ca_system_score_gemma":0.00050279306,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W4415005151","doi":"10.16995/dscn.19055","title":"Data Supremacy: Race In-Formation Through Herman Hollerith’s Tabulating Machine","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","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":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Race (biology); Subject (documents); Class (philosophy); Feature (linguistics)","score_opus":0.09323751946880385,"score_gpt":0.3222442482191498,"score_spread":0.22900672875034597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415005151","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23070252,0.055691134,0.2960879,0.099554285,0.0091917,0.002182973,0.0009468453,0.0005657655,0.30507687],"genre_scores_gemma":[0.98082113,0.001648194,0.00031310748,0.0018969753,0.00019778029,0.000038974176,0.00026651286,0.000014334896,0.014802964],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968682,0.00014958555,0.0011905605,0.00067166693,0.00046141836,0.00065857236],"domain_scores_gemma":[0.99781764,0.0002471267,0.0003754905,0.0012623991,0.0002116511,0.00008566785],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00088531064,0.00038206854,0.00058374926,0.00019759218,0.00047236425,0.0016560798,0.002081396,0.00013989645,0.00001194506],"category_scores_gemma":[0.0003386857,0.00036225165,0.00009150483,0.0018202672,0.0002978397,0.045468792,0.0032648114,0.00033361625,0.00018411808],"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":[0.000025111382,0.00024988793,0.0071591404,0.0010840311,0.00016909171,0.000052688873,0.85176635,0.0015511804,0.000027304395,0.009338151,0.058953688,0.0696234],"study_design_scores_gemma":[0.0009653749,0.00007088034,0.0012942834,0.0012228028,1.6193641e-7,0.00005649822,0.3155374,0.18997459,0.00029233765,0.0065568555,0.4834702,0.0005586277],"about_ca_topic_score_codex":0.00030379926,"about_ca_topic_score_gemma":0.00027026888,"teacher_disagreement_score":0.7501186,"about_ca_system_score_codex":0.00017558162,"about_ca_system_score_gemma":0.00033438823,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W4415486689","doi":"10.16995/dscn.18606","title":"Refrigerator Wisdom: Social Rules and Rights as a Conceptual Framework for Digital Ethics","year":2025,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Conceptual framework; Context (archaeology); Component (thermodynamics); Information ethics; Key (lock); Subject (documents)","score_opus":0.04182274122270974,"score_gpt":0.3136716846376358,"score_spread":0.27184894341492605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415486689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54104215,0.0013050914,0.38893047,0.014705384,0.0015548503,0.000973978,0.00019453361,0.00048562224,0.050807916],"genre_scores_gemma":[0.99574494,0.000035837624,0.0003619142,0.0019466574,0.00019813713,0.00009439029,0.000018675639,0.0000067025285,0.001592724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984886,0.000034013858,0.00042003125,0.00040502363,0.00029909858,0.00035324905],"domain_scores_gemma":[0.9984948,0.000756974,0.00014870457,0.00024663453,0.00026610107,0.00008680184],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00027120236,0.00022444718,0.0003454902,0.00009764176,0.000922972,0.0017194448,0.0006163068,0.0001920742,0.00000123239],"category_scores_gemma":[0.0004987968,0.0001798033,0.00010781909,0.0003802717,0.00059067475,0.006770022,0.0005302504,0.0002516253,0.00004283924],"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":[0.000015904414,0.000037295336,0.00016564477,0.0000681314,0.00009787301,0.0000036047136,0.45616773,0.0000014181851,0.0000048341426,0.5325541,0.0074469014,0.0034366006],"study_design_scores_gemma":[0.00047174646,0.00013939178,0.000060601167,0.00013422412,8.9405624e-8,0.000009255382,0.25001207,0.00026419494,0.0005080725,0.55018896,0.19787224,0.00033918404],"about_ca_topic_score_codex":0.0000062990453,"about_ca_topic_score_gemma":0.0000028857073,"teacher_disagreement_score":0.45470282,"about_ca_system_score_codex":0.000043757955,"about_ca_system_score_gemma":0.0002645217,"threshold_uncertainty_score":0.9993169},"labels":[],"label_agreement":null}]}