{"meta":{"query_hash":"d91d5f028495","filters":{"venue":"Fragmentology"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/d91d5f028495","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fragmentology"},"results":[{"id":"W3118738334","doi":"10.24446/4f2i","title":"Reconstructing Burnt Anglo-Saxon Fragments in the Cotton Collection at the British Library","year":2018,"lang":"en","type":"article","venue":"Fragmentology","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pontifical Institute of Mediaeval Studies","funders":"","keywords":"Multispectral image; Library science; Archaeology; Geography; History; Computer science; Art; Remote sensing","score_opus":0.010337133156804724,"score_gpt":0.22855205798964934,"score_spread":0.2182149248328446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118738334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958447,0.0017006155,0.0029552875,0.00129646,0.0000709174,0.00015053684,0.0009044317,0.00013503896,0.03433972],"genre_scores_gemma":[0.9689029,0.001214141,0.008840666,0.00018618186,0.000020406182,0.0000393995,0.000619069,0.00011713285,0.02006006],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999382,0.00013539146,0.000021651604,0.00006546647,0.0002727413,0.00012274741],"domain_scores_gemma":[0.9989492,0.0002868413,0.00013529888,0.00012928765,0.0003165538,0.00018287406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008400781,0.00027581846,0.00019159437,0.0022702126,0.0047643078,0.0032452832,0.0007655734,0.0006056894,0.0060875714],"category_scores_gemma":[0.0023464798,0.00030368078,0.0001692414,0.0033456231,0.0013522807,0.0009722091,0.0017731872,0.0008831325,0.0011585045],"study_design_candidate":"bench_or_experimental","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":[0.0017293295,0.0002780029,0.19779696,0.0012375696,0.00013765278,0.08545009,0.20700918,0.005573314,0.049960922,0.0077120024,0.021455588,0.42165947],"study_design_scores_gemma":[0.00003807455,0.00036435935,0.4859919,0.0011131042,0.000098127544,0.021299567,0.26074922,0.0031596627,0.014367024,0.0021997017,0.2104316,0.00018761193],"about_ca_topic_score_codex":0.15630865,"about_ca_topic_score_gemma":0.5625973,"teacher_disagreement_score":0.15630865,"about_ca_system_score_codex":0.0037631607,"about_ca_system_score_gemma":0.0024008385,"threshold_uncertainty_score":0.3107977},"labels":[],"label_agreement":null},{"id":"W3120302520","doi":"10.24446/dlll","title":"Collections, Compilations, and Convolutes of Medieval and Renaissance Manuscript Fragments in North America before ca. 1900","year":2020,"lang":"en","type":"article","venue":"Fragmentology","topic":"Libraries, Manuscripts, and Books","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Fribourg; Stavros Niarchos Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"The Renaissance; Exhibition; Census; Classics; Period (music); History; Art; Art history; Sociology; Population; Demography","score_opus":0.09157862193485528,"score_gpt":0.21427146670229277,"score_spread":0.1226928447674375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120302520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8652773,0.028748954,0.0009998339,0.0018329773,0.00034156186,0.00012821486,0.010977933,0.0001292238,0.091564044],"genre_scores_gemma":[0.9346449,0.021312831,0.0024729676,0.00035246994,0.000316866,0.00022891798,0.0064440165,0.00017850795,0.03404842],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871945,0.00026886098,0.00015386868,0.0003067723,0.00040091932,0.0001502626],"domain_scores_gemma":[0.98688835,0.0035291791,0.0024556536,0.0022152541,0.004191615,0.00071997545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021162208,0.00023318364,0.00026084017,0.0103305355,0.0063451324,0.0030403244,0.0008029366,0.0002634736,0.006190742],"category_scores_gemma":[0.007825431,0.00038077592,0.00019052411,0.017160963,0.004514993,0.0028195705,0.0028374807,0.0008203572,0.000674481],"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":[0.00029215284,0.00007208675,0.11840093,0.0016292377,0.00007977214,0.0013181216,0.5622117,0.0001675837,0.0036525573,0.022979958,0.040997285,0.24819866],"study_design_scores_gemma":[0.0000055218707,0.000029055496,0.49935627,0.0004878023,0.00002470305,0.000553245,0.0789508,0.00002512372,0.0009274596,0.00053179637,0.4190805,0.00002769588],"about_ca_topic_score_codex":0.12349564,"about_ca_topic_score_gemma":0.33391356,"teacher_disagreement_score":0.12349564,"about_ca_system_score_codex":0.0067495657,"about_ca_system_score_gemma":0.00583441,"threshold_uncertainty_score":0.24555361},"labels":[],"label_agreement":null},{"id":"W4406174466","doi":"10.24446/x6vq","title":"Traces of Liturgy","year":2024,"lang":"en","type":"article","venue":"Fragmentology","topic":"Reformation and Early Modern Christianity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Université de Fribourg; Stavros Niarchos Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Liturgy; Art; Computer science; Theology; Philosophy","score_opus":0.02729842060077736,"score_gpt":0.24462404370262372,"score_spread":0.21732562310184636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406174466","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6469292,0.0056717526,0.007032908,0.0029630393,0.00043916516,0.00006811911,0.0004998053,0.00019325785,0.33620274],"genre_scores_gemma":[0.9721315,0.00055334694,0.0008432281,0.00016547868,0.000075431686,0.000020309348,0.00016674935,0.00011077023,0.02593322],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850816,0.0006220087,0.000054191463,0.00026905467,0.00033022315,0.00021635322],"domain_scores_gemma":[0.9978948,0.0011387683,0.00020731254,0.0003799547,0.00020765446,0.00017141699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015800993,0.00027379213,0.0002896915,0.0030339672,0.006416762,0.0045101326,0.0009304575,0.00083322916,0.013865956],"category_scores_gemma":[0.0077226367,0.00027968065,0.00012988287,0.00257295,0.012199326,0.0034632492,0.0054886476,0.001537368,0.0014081367],"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":[0.00015263668,0.000021288562,0.0065212683,0.00021874206,0.000015736321,0.0013298356,0.716194,0.00008771869,0.0028982598,0.21675971,0.0056072436,0.050193552],"study_design_scores_gemma":[0.000016589467,0.0000770068,0.022656044,0.00067065295,0.000016621489,0.0013761419,0.27991834,0.00018722445,0.0019774307,0.018616365,0.6744473,0.00004027054],"about_ca_topic_score_codex":0.00837216,"about_ca_topic_score_gemma":0.021459103,"teacher_disagreement_score":0.013865956,"about_ca_system_score_codex":0.0032353771,"about_ca_system_score_gemma":0.0012825332,"threshold_uncertainty_score":0.046386242},"labels":[],"label_agreement":null},{"id":"W7117718889","doi":"10.24446/bscl","title":"Membra disiecta and the Dispersion of an Eighth-Century Codex in Rhaetian Script","year":2025,"lang":"","type":"article","venue":"Fragmentology","topic":"Historical, Literary, and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Fribourg; Stavros Niarchos Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Quarter (Canadian coin); Dispersion (optics); Fragment (logic); Basis (linear algebra); Composition (language)","score_opus":0.008487717580734347,"score_gpt":0.22368723640371502,"score_spread":0.21519951882298066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117718889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.749417,0.0053770263,0.001630067,0.003522819,0.00016596883,0.000026339692,0.00010412365,0.000060258237,0.2396964],"genre_scores_gemma":[0.9820317,0.0004035443,0.00023276618,0.000089038105,0.000039108174,0.000006717748,0.000024491435,0.000033816625,0.017138813],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926585,0.00029832503,0.000028088498,0.00015155708,0.00014829355,0.00010787577],"domain_scores_gemma":[0.9990482,0.0004441469,0.000179022,0.0001487188,0.00007462143,0.000105332474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087012985,0.00018484272,0.00020875606,0.0012126525,0.0071327593,0.004032775,0.0005602551,0.00061062665,0.003501934],"category_scores_gemma":[0.0019498791,0.00015917957,0.00007653222,0.0012288643,0.021391546,0.00220298,0.0029001918,0.0018172632,0.0004070573],"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":[0.000087525186,0.000009399816,0.0023913127,0.00008037847,0.0000041975923,0.0010325428,0.6664939,0.000066327135,0.0015156429,0.30813512,0.002573771,0.017609911],"study_design_scores_gemma":[0.000025574876,0.00012708755,0.035716757,0.00053511834,0.000022075135,0.0035161772,0.21148568,0.00035404527,0.002653608,0.026370695,0.7191338,0.00005927138],"about_ca_topic_score_codex":0.019310493,"about_ca_topic_score_gemma":0.05048125,"teacher_disagreement_score":0.019310493,"about_ca_system_score_codex":0.0058388337,"about_ca_system_score_gemma":0.0013194337,"threshold_uncertainty_score":0.042363822},"labels":[],"label_agreement":null}]}