{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"cd9713cc8e05","filters":{"venue":"Archiving Conference"}},"results":[{"id":"W4377927260","doi":"10.2352/issn.2168-3204.2005.2.1.art00037","title":"Joint Compression and Restoration of Documents with Bleed-through","year":2005,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Computer science; Bleed; Compression (physics); Joint (building); Segmentation; Inpainting; Artificial intelligence; Computer vision; Image (mathematics); Engineering; Medicine","authors":[{"name":"Éric Dubois","is_ca":true},{"name":"Patrick Dano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02762871088630275,"gpt":0.2634066191636564,"spread":0.2357779082773537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004144425,0.0006304826,0.0008013036,0.0009118593,0.0003944412,0.001306637,0.0005914515,0.000718181,0.002335458],"category_scores_gemma":[0.001768906,0.0003395343,0.000572575,0.0008283068,0.0007269235,0.001444717,0.0007502668,0.0007744894,0.0008250126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034481,"about_ca_system_score_gemma":0.000331098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006451535,"about_ca_topic_score_gemma":0.001040541,"domain_scores_codex":[0.9994649,0.00004766541,0.00002755491,0.0001114534,0.0002985305,0.00004983239],"domain_scores_gemma":[0.9991742,0.0001789831,0.0001277896,0.0002939874,0.0001815252,0.00004351128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009029101,0.0001273693,0.001212111,0.0003910428,0.0001043391,0.0009401883,0.0003996296,0.03479729,0.5814041,0.006739101,0.001669194,0.3713128],"study_design_scores_gemma":[0.00006873043,0.0006089281,0.007054988,0.00007840045,0.0001307823,0.0044067,0.0002297699,0.2601064,0.6999747,0.004907537,0.02231856,0.0001145907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.328183,0.005298445,0.654267,0.0003616902,0.0003115994,0.0001231561,0.0002395675,0.001508673,0.009706858],"genre_scores_gemma":[0.7535519,0.002457184,0.2241936,0.0001197048,0.0001951404,0.00003779031,0.0004646287,0.0003290759,0.01865107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002335458,"threshold_uncertainty_score":0.007812917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W267152328","doi":"10.2352/issn.2168-3204.2010.7.1.art00003","title":"Theories, Methods and Testbeds for Curation and Preservation of Digital Art","year":2010,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; University of Glasgow","keywords":"Digital preservation; Computer science; Digital curation; Testbed; Digital art; Key (lock); Data science; Data curation; Digital media; World Wide Web; Art; Computer security","authors":[{"name":"Perla Innocenti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04394106136096881,"gpt":0.280852768064651,"spread":0.2369117067036822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03320194,0.000910977,0.0007315442,0.005635155,0.004211503,0.01096494,0.004472871,0.002739652,0.007850309],"category_scores_gemma":[0.03752407,0.0008461467,0.0008611578,0.004111946,0.02653125,0.01629936,0.00699655,0.002468514,0.0009638352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006143386,"about_ca_system_score_gemma":0.004969249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617605,"about_ca_topic_score_gemma":0.002649631,"domain_scores_codex":[0.9635908,0.02990956,0.001320587,0.002223668,0.002461223,0.0004942816],"domain_scores_gemma":[0.9459119,0.03915702,0.002548511,0.009986885,0.001503858,0.0008917302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004028478,0.0001819646,0.001152241,0.0003302988,0.00001215286,0.0000845924,0.006693103,0.001990422,0.0004715325,0.9698274,0.0006944361,0.0185215],"study_design_scores_gemma":[0.0001649902,0.0002783704,0.0009658373,0.001006986,0.00003028151,0.0003267282,0.01644283,0.0151036,0.004010208,0.8845282,0.07706881,0.00007317479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05838111,0.003859359,0.828591,0.007481984,0.0002607492,0.001845325,0.0004519927,0.0006620593,0.0984663],"genre_scores_gemma":[0.3727373,0.001632336,0.6156204,0.0003417541,0.00006024247,0.004026917,0.0002791062,0.0001273253,0.005174662],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03320194,"threshold_uncertainty_score":0.1755908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377927295","doi":"10.2352/issn.2168-3204.2004.1.1.art00047","title":"The Digital Signature Dilemma: To Preserve or Not to Preserve","year":2004,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Digital signature; Dilemma; Electronic signature; Internet privacy; Computer security; Odds; Identity (music); Cryptography; Value (mathematics); Political science; Process (computing); Computer science; Law; Hash function; Mathematics","authors":[{"name":"Jean‐François Blanchette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04732964167012774,"gpt":0.2407983750669612,"spread":0.1934687333968335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03139933,0.00045611,0.0008307433,0.002611336,0.008524995,0.01480924,0.002992877,0.01470264,0.004762919],"category_scores_gemma":[0.06183457,0.0004709411,0.0005622599,0.003782238,0.04111108,0.03628103,0.007996392,0.008557898,0.002311933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004287207,"about_ca_system_score_gemma":0.0101301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208328,"about_ca_topic_score_gemma":0.0009602471,"domain_scores_codex":[0.9709874,0.01447079,0.001665621,0.002340762,0.00922576,0.001309579],"domain_scores_gemma":[0.9476817,0.03444094,0.002624484,0.007129169,0.005535532,0.002588214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003955447,0.00001741123,0.0003163315,0.00008909777,0.000007817215,0.0001920859,0.004126378,0.0001807815,0.000224498,0.9349834,0.01018993,0.04963285],"study_design_scores_gemma":[0.00003496321,0.00004328354,0.0001383328,0.0003070364,0.0000108677,0.0009955862,0.006659286,0.0007075356,0.0009960267,0.8071178,0.1829505,0.00003880223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03948193,0.02095632,0.08530302,0.7076639,0.003380694,0.0001160391,0.0001096214,0.0002140498,0.1427745],"genre_scores_gemma":[0.7808411,0.01806251,0.07563611,0.06618994,0.004958294,0.0002315478,0.0001430895,0.0002603699,0.05367709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03139933,"threshold_uncertainty_score":0.1660575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837238","doi":"10.2352/issn.2168-3204.2015.12.1.art00026","title":"Using SharePoint workflows and InfoPath forms to manage a large-scale digitization project: A case study of the Kissinger Papers Project","year":2015,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Digitization; Workflow; Vendor; Computer science; Tracking (education); Engineering management; Service (business); Process (computing); Project management; Scale (ratio); World Wide Web; Software engineering; Library science; Engineering; Systems engineering; Database; Business; Telecommunications; Sociology; Geography","authors":[{"name":"Kevin L. Glick","is_ca":true},{"name":"Rebecca Hirsch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1129749691877383,"gpt":0.2804314575863947,"spread":0.1674564883986563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01199053,0.0006163081,0.0004606048,0.002911728,0.01095251,0.005689119,0.002882817,0.002250332,0.004339171],"category_scores_gemma":[0.01815099,0.0008018742,0.000551825,0.004706798,0.005217494,0.005698548,0.005632984,0.002358795,0.0009437447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00588239,"about_ca_system_score_gemma":0.007860782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140673,"about_ca_topic_score_gemma":0.03356357,"domain_scores_codex":[0.9910994,0.00511612,0.0004288894,0.0005926622,0.001771105,0.0009917086],"domain_scores_gemma":[0.9853398,0.009039028,0.001228988,0.001975272,0.0009416839,0.001475152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003966455,0.003307677,0.03937057,0.0006814199,0.00006954029,0.02213024,0.6792734,0.005390958,0.006206825,0.03723039,0.009931228,0.1960112],"study_design_scores_gemma":[0.0001949715,0.001476878,0.03441093,0.0004841757,0.00007906204,0.006871968,0.7108955,0.006940372,0.01545816,0.005931489,0.2170705,0.00018602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663042,0.0001924263,0.01086795,0.001389976,0.00002770702,0.0005172349,0.0001563648,0.0002483224,0.02029581],"genre_scores_gemma":[0.9422646,0.0005757752,0.04105178,0.0002646459,0.0000282502,0.0005720163,0.0002172368,0.0002350119,0.01479058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0140673,"threshold_uncertainty_score":0.06341273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837265","doi":"10.2352/issn.2168-3204.2012.9.1.art00014","title":"Building On OAIS: Processing Born-Digital Records Using Archivematica","year":2012,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dashboard; World Wide Web; Open source; Computer science; Architecture; Web application; Database; Digital Archives; Geography; Operating system; Archaeology","authors":[{"name":"Courtney Mumma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07774912262464444,"gpt":0.2572676066714764,"spread":0.179518484046832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003397361,0.001166515,0.000966135,0.007090047,0.001341794,0.01034522,0.001780222,0.000477017,0.02478334],"category_scores_gemma":[0.01018208,0.000821132,0.0012872,0.007894882,0.0007946395,0.005208792,0.003681375,0.001721294,0.02306508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088616,"about_ca_system_score_gemma":0.002689727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100503,"about_ca_topic_score_gemma":0.01074447,"domain_scores_codex":[0.997973,0.0002638723,0.0002803968,0.000407081,0.0009239005,0.0001517536],"domain_scores_gemma":[0.995038,0.0009339455,0.0003070596,0.001967271,0.001476289,0.0002774206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000670122,0.0001975619,0.006776431,0.0008358419,0.0002185114,0.0005960763,0.003710634,0.001832783,0.01467635,0.02000874,0.1265187,0.8239582],"study_design_scores_gemma":[0.0001081835,0.0001599318,0.01105579,0.000412423,0.0001540363,0.0005416048,0.003980695,0.03129161,0.04740798,0.02230481,0.8823975,0.0001854102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01789299,0.001177216,0.6086209,0.0008669386,0.000528147,0.001239029,0.02529921,0.29317,0.05120552],"genre_scores_gemma":[0.06726623,0.001230278,0.8158197,0.000296382,0.0002317418,0.0009150628,0.05618967,0.01906703,0.03898392],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02478334,"threshold_uncertainty_score":0.08290857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837496","doi":"10.2352/issn.2168-3204.2012.9.1.art00052","title":"Zooming In on the Big Picture: Digitization of Nitrate Panoramic Film","year":2012,"lang":"en","type":"article","venue":"Archiving Conference","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Digitization; Nitrate; Computer graphics (images); Negative; Computer science; Engineering; Art; Visual arts; Chemistry; Telecommunications","authors":[{"name":"Carla Klück","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.049504445373273,"gpt":0.2118561824976519,"spread":0.1623517371243789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001493784,0.0005078388,0.0003026051,0.002913796,0.0008784215,0.002228461,0.001150588,0.0003912868,0.01593877],"category_scores_gemma":[0.003516038,0.0004892987,0.0003814433,0.001989169,0.0007036287,0.00167408,0.002202268,0.001101147,0.005275498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009582146,"about_ca_system_score_gemma":0.000975075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009939652,"about_ca_topic_score_gemma":0.04605351,"domain_scores_codex":[0.9990927,0.0001444029,0.00004636332,0.0001414838,0.0005221682,0.0000529463],"domain_scores_gemma":[0.9985303,0.0003974695,0.00006035524,0.0003625579,0.0005530035,0.00009631219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001716173,0.00006164052,0.005884097,0.000571652,0.00003859153,0.0005191135,0.008932294,0.001555939,0.09052301,0.00532708,0.07725812,0.8091569],"study_design_scores_gemma":[0.00003663871,0.000183311,0.05321182,0.0007548009,0.0001018274,0.001869457,0.006939474,0.01060139,0.07454084,0.006354203,0.8452174,0.0001888183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1396902,0.00742651,0.5849766,0.003663892,0.001514242,0.001929842,0.0118005,0.01685913,0.2321391],"genre_scores_gemma":[0.1072167,0.003753379,0.849666,0.0004866007,0.0002375522,0.0003393948,0.003946398,0.003369632,0.03098431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01593877,"threshold_uncertainty_score":0.05332047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837264","doi":"10.2352/issn.2168-3204.2011.8.1.art00002","title":"Long-term Access to Archival Materials That are Not in a Traditional Archives","year":2011,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Dialog box; Intellectual property; Library science; Discipline; Atlas (anatomy); Special collections; Term (time); Sociology; Visual arts; World Wide Web; Computer science; Political science; Art; Law; Social science","authors":[{"name":"Nancy Marrelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.223201688605552,"gpt":0.3317088660068019,"spread":0.1085071774012499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01776992,0.0003306788,0.0003966376,0.002439272,0.01572389,0.02360882,0.003454689,0.003459968,0.02898963],"category_scores_gemma":[0.05026865,0.000598935,0.0004789841,0.003636985,0.01271236,0.02095157,0.01291175,0.003436815,0.003857472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004498666,"about_ca_system_score_gemma":0.005469879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285441,"about_ca_topic_score_gemma":0.007409383,"domain_scores_codex":[0.9860926,0.007589797,0.0007450224,0.001014904,0.003483161,0.001074445],"domain_scores_gemma":[0.9596955,0.01735167,0.004338059,0.01164595,0.005024046,0.001944766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001745709,0.0003704065,0.01622317,0.0009286038,0.00005126579,0.00721456,0.4456952,0.0007463266,0.004749672,0.2748912,0.03083998,0.218115],"study_design_scores_gemma":[0.00002496106,0.0001680301,0.007282197,0.001306544,0.00005520504,0.006847025,0.2735799,0.0003335246,0.002507171,0.03801714,0.6698082,0.00007016644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4493194,0.006421658,0.04379955,0.04065348,0.0011578,0.0004042458,0.0003759521,0.0006861144,0.4571818],"genre_scores_gemma":[0.9184283,0.002155422,0.01442126,0.001871254,0.0004300903,0.0002053952,0.0001857737,0.0003309298,0.06197156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02898963,"threshold_uncertainty_score":0.09698004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837011","doi":"10.2352/issn.2168-3204.2006.3.1.art00035","title":"Technical Issues in Digitization of Large Online Collections of Phonograph Records","year":2006,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Music and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Interdisciplinary Research in Music Media and Technology","funders":"Centre for Interdisciplinary Research in Music Media and Technology","keywords":"Digitization; Metadata; Computer science; Phonograph; World Wide Web; Multimedia; Information retrieval; Track (disk drive); Computer graphics (images); Computer vision; Engineering; Operating system","authors":[{"name":"Beinan Li","is_ca":true},{"name":"Catherine Lai","is_ca":true},{"name":"Ichiro Fujinaga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01471375781707552,"gpt":0.2707972862311153,"spread":0.2560835284140398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01416954,0.0004922096,0.0005699837,0.003430696,0.003286099,0.005526665,0.002442398,0.001759541,0.008044819],"category_scores_gemma":[0.03696968,0.0011941,0.0005576385,0.004499918,0.003168182,0.006216934,0.003106633,0.002336307,0.005429093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344527,"about_ca_system_score_gemma":0.001139005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171649,"about_ca_topic_score_gemma":0.004646027,"domain_scores_codex":[0.9902849,0.002227551,0.0007881182,0.001320719,0.005097532,0.0002812194],"domain_scores_gemma":[0.9527577,0.02496307,0.002392522,0.01280878,0.006576036,0.0005019738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004413584,0.0001610335,0.01088096,0.001374554,0.0001157599,0.002135583,0.005888745,0.007685849,0.06612087,0.03952056,0.02463808,0.8410366],"study_design_scores_gemma":[0.0001437491,0.00063862,0.04188551,0.001005948,0.0002967993,0.01895777,0.01358667,0.020981,0.1829264,0.07495372,0.6442292,0.0003945587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06759645,0.006641543,0.8872784,0.009129697,0.001541666,0.000771585,0.001124108,0.005747069,0.02016942],"genre_scores_gemma":[0.1453011,0.003951028,0.8276319,0.001527526,0.00125879,0.0007267718,0.001514728,0.001562558,0.01652548],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01416954,"threshold_uncertainty_score":0.07493663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837477","doi":"10.2352/issn.2168-3204.2012.9.1.art00012","title":"A New Beginning: Collaborative Partnerships for Digitizing and Indexing Military Records of the Directorate of History and Heritage Archives","year":2012,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Department of National Defence","funders":"","keywords":"Search engine indexing; History; Archival science; Library science; Visual arts; World Wide Web; Computer science; Archaeology; Art","authors":[{"name":"Warren Sinclair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04187789935894849,"gpt":0.2395894919711806,"spread":0.1977115926122321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04345344,0.0004737827,0.0004598719,0.004142794,0.01274356,0.01654024,0.004283666,0.002881822,0.0255149],"category_scores_gemma":[0.04105268,0.0008909183,0.0005783045,0.006125727,0.003288219,0.01354932,0.02398009,0.004526072,0.005004603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007031011,"about_ca_system_score_gemma":0.05339229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03466574,"about_ca_topic_score_gemma":0.08762117,"domain_scores_codex":[0.9679272,0.01709767,0.001393681,0.001758231,0.008484782,0.00333845],"domain_scores_gemma":[0.9125931,0.01459559,0.004150516,0.01396626,0.01732968,0.03736482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002549484,0.0006166961,0.02251897,0.0005322393,0.00006073809,0.001223113,0.05505167,0.0004560702,0.00351377,0.08535789,0.2854962,0.5449178],"study_design_scores_gemma":[0.00005411775,0.0001198501,0.006084545,0.0004219592,0.00001949155,0.0007611841,0.04232658,0.0005599719,0.0007575083,0.009078736,0.9397646,0.00005157101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1130769,0.03264756,0.2252205,0.2559284,0.005752958,0.005715487,0.004359428,0.004747135,0.3525516],"genre_scores_gemma":[0.3387247,0.007783267,0.4611436,0.008102569,0.0008430353,0.002377555,0.005396697,0.001390459,0.1742381],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04345344,"threshold_uncertainty_score":0.2298065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377836928","doi":"10.2352/issn.2168-3204.2006.3.1.art00028","title":"Photo CD PCD to Tiff Migration Case Study","year":2006,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Shared Services Canada; Canadian Museum of Nature","funders":"","keywords":"Globe; Computer science; Computer graphics (images); Visual arts; Art","authors":[{"name":"L Renaud","is_ca":true},{"name":"Jacqueline M.E. Vincent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03756053555430423,"gpt":0.2682472271803024,"spread":0.2306866916259982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295971,0.0004173651,0.0001790121,0.001138871,0.00659157,0.001861405,0.001524807,0.002478048,0.01398732],"category_scores_gemma":[0.003299404,0.000175734,0.0003314969,0.002479351,0.001166241,0.002030282,0.001571502,0.001258144,0.001673534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227298,"about_ca_system_score_gemma":0.002098711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05186849,"about_ca_topic_score_gemma":0.09590989,"domain_scores_codex":[0.9989423,0.0003255357,0.00005019664,0.0001146648,0.0002981184,0.0002691214],"domain_scores_gemma":[0.9988273,0.0003449634,0.00009148566,0.0001838142,0.0003653246,0.0001871601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00097181,0.002729297,0.0688076,0.001501185,0.00006601108,0.1442687,0.1350954,0.009524993,0.01527293,0.06462868,0.1407812,0.4163522],"study_design_scores_gemma":[0.00008325555,0.0005407134,0.03350729,0.0003902472,0.00004343488,0.02270754,0.1782901,0.004938904,0.009265331,0.005458307,0.744697,0.00007788994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8032579,0.0007964601,0.009789292,0.00582233,0.0004855017,0.0009126323,0.0009661821,0.0003086219,0.1776611],"genre_scores_gemma":[0.9019887,0.00111306,0.01591204,0.001260112,0.00008607713,0.0003164957,0.0008687764,0.0001368284,0.07831776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05186849,"threshold_uncertainty_score":0.1031332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971896075","doi":"10.2352/issn.2168-3204.2005.2.1.art00022","title":"A Metadata Schema Registry for the Registration and Analysis of Recordkeeping and Preservation Metadata","year":2005,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Monash University; University of California, Los Angeles; National Archives of Australia; National Science Foundation","keywords":"Metadata; Schema (genetic algorithms); Computer science; Metadata repository; Meta Data Services; Database; Information retrieval; World Wide Web","authors":[{"name":"Anne J. Gilliland‐Swetland","is_ca":false},{"name":"Sue McKemmish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09698456522857066,"gpt":0.2569613748133919,"spread":0.1599768095848212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0556114,0.001237376,0.002444418,0.01477178,0.005556047,0.02202563,0.005777712,0.003523144,0.01475687],"category_scores_gemma":[0.06651504,0.00229348,0.002777941,0.01354525,0.002791572,0.02197813,0.008108934,0.005859475,0.01699365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005445728,"about_ca_system_score_gemma":0.0286457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561782,"about_ca_topic_score_gemma":0.009492055,"domain_scores_codex":[0.9731972,0.005411628,0.009334054,0.003008643,0.007755001,0.001293457],"domain_scores_gemma":[0.8999288,0.01456326,0.00847696,0.04978627,0.02186342,0.00538133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001944751,0.002260034,0.02844358,0.00145887,0.0005708387,0.001245899,0.004404206,0.007258311,0.03439104,0.3721662,0.2133492,0.3325071],"study_design_scores_gemma":[0.000659433,0.0005580737,0.01016971,0.001195464,0.0005320245,0.001401474,0.002225836,0.06876868,0.07059911,0.05775086,0.7854814,0.0006579488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01039923,0.0004785665,0.8129757,0.001862017,0.0006624166,0.005125045,0.02503886,0.1250112,0.01844692],"genre_scores_gemma":[0.07195624,0.001119108,0.7751287,0.001129527,0.0004109241,0.003561903,0.1166683,0.01353999,0.01648538],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9779744,"threshold_uncertainty_score":0.2941047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377836996","doi":"10.2352/issn.2168-3204.2006.3.1.art00055","title":"A Report from the Open Content Alliance Project","year":2006,"lang":"en","type":"article","venue":"Archiving Conference","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; Digitization; Context (archaeology); Content (measure theory); Political science; Public relations; World Wide Web; Knowledge management; Computer science; Geography; Telecommunications; Mathematics","authors":[{"name":"Jonathan Bengtson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2249398114531716,"gpt":0.2843865348193642,"spread":0.05944672336619258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01709413,0.0007925327,0.0004931681,0.004083919,0.002948628,0.01081182,0.001869555,0.003380043,0.03453777],"category_scores_gemma":[0.02344847,0.0004261928,0.000632793,0.005576714,0.001192771,0.004759178,0.006764482,0.00280199,0.02294226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004118289,"about_ca_system_score_gemma":0.02377743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02953299,"about_ca_topic_score_gemma":0.02283133,"domain_scores_codex":[0.9772248,0.002167495,0.0008020638,0.0009031779,0.01697798,0.001924449],"domain_scores_gemma":[0.9777284,0.002450363,0.0008453527,0.001889955,0.01198904,0.005097016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009473158,0.0001909048,0.001819105,0.0002738792,0.000008105793,0.0001594429,0.0007433816,0.0001671776,0.0005067076,0.01590564,0.9170946,0.06303626],"study_design_scores_gemma":[0.000008161122,0.00002154104,0.003030856,0.000167719,0.000004836518,0.00003917212,0.0006044956,0.00004453292,0.0004413494,0.001055379,0.9945708,0.00001114629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01552208,0.01475873,0.01237815,0.09641955,0.01784351,0.002459065,0.0573498,0.002452509,0.7808166],"genre_scores_gemma":[0.04170956,0.02300563,0.02314414,0.01529962,0.002582867,0.002524437,0.1335877,0.002661288,0.7554848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9981304,"threshold_uncertainty_score":0.1155403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377837435","doi":"10.2352/issn.2168-3204.2015.12.1.art00009","title":"Wayfinding in Complex Architectural Collections: A Collaborative Approach between Creator and Curator","year":2015,"lang":"en","type":"article","venue":"Archiving Conference","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Archivist; Digitization; Globe; Metadata; Workflow; Architecture; Special collections; World Wide Web; Library science; Work (physics); Digital collections; Art history; Sociology; Computer science; Visual arts; Art; Engineering; Database; Telecommunications","authors":[{"name":"Maureen Jennings","is_ca":false},{"name":"Jennifer Garland","is_ca":false},{"name":"Sarah Severson","is_ca":false},{"name":"David Tkach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1030543309634732,"gpt":0.260231459346091,"spread":0.1571771283826178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03409965,0.001097775,0.001620224,0.007143956,0.02951015,0.02271778,0.007009634,0.005795992,0.01237104],"category_scores_gemma":[0.05638596,0.00159831,0.001448438,0.006011588,0.01870763,0.01463078,0.0276042,0.003730194,0.003181649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00651232,"about_ca_system_score_gemma":0.02372496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02434435,"about_ca_topic_score_gemma":0.0664805,"domain_scores_codex":[0.9606644,0.02698095,0.001458536,0.004840209,0.004505154,0.00155077],"domain_scores_gemma":[0.9581304,0.02521812,0.001685816,0.006642182,0.004953116,0.003370414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004428754,0.0001801846,0.003575724,0.0004972983,0.00004739277,0.001078604,0.8492638,0.0008943467,0.00166819,0.01850122,0.01151972,0.1127293],"study_design_scores_gemma":[0.00003165195,0.0001189086,0.003018792,0.0009548381,0.0000789204,0.0009101664,0.6124907,0.002743378,0.001157802,0.02685351,0.3514908,0.0001506216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2082806,0.003428997,0.5650449,0.01692616,0.0007251524,0.004866424,0.0005270643,0.002375171,0.1978255],"genre_scores_gemma":[0.4804617,0.001991985,0.4756789,0.001259048,0.0001323206,0.001737805,0.000497736,0.001256248,0.03698417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03409965,"threshold_uncertainty_score":0.1803384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}