{"meta":{"query_hash":"32f29293ec49","filters":{"venue":"Philologus"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/32f29293ec49","api":"https://metacan.xera.ac/api/v1/cohort?venue=Philologus"},"results":[{"id":"W2030800642","doi":"10.1524/phil.2009.0005","title":"Leukippe as Tragedy","year":2009,"lang":"en","type":"article","venue":"Philologus","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Tragedy (event); Plot (graphics); Literature; Mythology; Romance; Greek tragedy; Art; Mosaic; Iconography; Transvestism; Philosophy; History; Art history; Psychoanalysis; Psychology; Visual arts","score_opus":0.04746514441507927,"score_gpt":0.3604046517277498,"score_spread":0.31293950731267056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030800642","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":[0.19101131,0.0002762958,0.000018631446,0.23059942,0.000264389,0.00012896831,0.0000016057974,0.00022782672,0.57747155],"genre_scores_gemma":[0.98758954,0.000121765195,0.000066801156,0.0027648478,0.00041344113,0.000002615021,7.7062816e-7,0.0000026432638,0.009037603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918544,0.00007044234,0.00009326189,0.00015502391,0.0002120465,0.0002838027],"domain_scores_gemma":[0.9996639,0.00009769545,0.000027797678,0.00009346681,0.000033965636,0.0000831804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002554137,0.00006702625,0.00012040142,0.000027463104,0.00043987646,0.000030349549,0.00018549935,0.000060469585,0.0002449158],"category_scores_gemma":[0.00049047417,0.000059297672,0.000057175483,0.00016169637,0.00025791352,0.00007927327,0.000023357097,0.000113217975,0.00056142313],"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":[0.000025383422,0.0001939185,0.0016871498,0.000002165569,0.000020766209,0.000043283588,0.009413848,0.0000012550075,0.00032465105,0.8261438,0.047639553,0.114504226],"study_design_scores_gemma":[0.0001751666,0.00017701433,0.022455774,0.0000058789587,0.000012382248,0.0000016937305,0.0011103154,0.000002466934,0.00019031866,0.18310219,0.7926097,0.00015709945],"about_ca_topic_score_codex":0.000218227,"about_ca_topic_score_gemma":0.0010296471,"teacher_disagreement_score":0.7965782,"about_ca_system_score_codex":0.000046111134,"about_ca_system_score_gemma":0.00004256869,"threshold_uncertainty_score":0.7216146},"labels":[],"label_agreement":null},{"id":"W2326371871","doi":"10.1524/phil.2011.0017","title":"Theatres for Hire","year":2011,"lang":"en","type":"article","venue":"Philologus","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Position (finance); Art; History; Literature; Business","score_opus":0.19603427881175034,"score_gpt":0.35954786630843133,"score_spread":0.163513587496681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326371871","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":[0.07451578,0.00051078125,0.0003075746,0.06560145,0.000930432,0.00058467896,0.0000226691,0.00033858695,0.85718805],"genre_scores_gemma":[0.9941116,0.000051012947,0.0006111213,0.00035570402,0.00031957752,0.00003314587,7.410647e-7,0.000004300233,0.004512781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995062,0.000030620984,0.00006502433,0.00011111148,0.00008137302,0.00020572188],"domain_scores_gemma":[0.9996877,0.00013735452,0.000022326756,0.000068807276,0.00004039197,0.000043433723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017809271,0.0000461213,0.000085943815,0.000016475129,0.0003480348,0.000008574487,0.00014739484,0.000041767442,0.00015566139],"category_scores_gemma":[0.00026636716,0.000037056572,0.000054857144,0.000057889676,0.00031555607,0.000047700854,0.000037854716,0.000035393634,0.00006284246],"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":[0.00004886998,0.00013009175,0.012159657,0.000009346929,0.00004156609,0.0000029546322,0.025342016,5.1418894e-8,0.00003567923,0.87503076,0.047205076,0.03999392],"study_design_scores_gemma":[0.00015699342,0.000093592724,0.010309383,0.0000048553193,0.000018337541,1.9377146e-7,0.0023565097,0.0000023967525,0.00027257152,0.20199029,0.7846802,0.00011469678],"about_ca_topic_score_codex":0.00050803064,"about_ca_topic_score_gemma":0.0039935713,"teacher_disagreement_score":0.91959584,"about_ca_system_score_codex":0.000017777842,"about_ca_system_score_gemma":0.000020120708,"threshold_uncertainty_score":0.26768377},"labels":[],"label_agreement":null},{"id":"W2551947425","doi":"10.1515/phil-2016-5011","title":"Women’s Playthings: The Meaning of δούλευμα in Soph.<i>Ant</i>. 756, Eur.<i>Ion</i>748, and Eur.<i>Or.</i>221","year":2016,"lang":"en","type":"article","venue":"Philologus","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Vanier College","funders":"","keywords":"Meaning (existential); Original meaning; Object (grammar); Perspective (graphical); Greek tragedy; Linguistics; Word (group theory); Tragedy (event); Literature; Psychology; Art; Philosophy; Epistemology; Visual arts","score_opus":0.04820811042976907,"score_gpt":0.29769484128383195,"score_spread":0.24948673085406287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551947425","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":[0.8915207,0.000658427,0.000026430422,0.08236933,0.00050556706,0.00040265292,0.00002621988,0.000114761344,0.024375925],"genre_scores_gemma":[0.99484247,0.0011799836,0.0000715707,0.0012003818,0.00033514132,0.000046453024,4.500019e-7,0.000016228501,0.0023073498],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977524,0.00034665098,0.00040485416,0.00038791797,0.00045770605,0.0006504215],"domain_scores_gemma":[0.9977084,0.0016322705,0.00019460703,0.00024439598,0.00009563219,0.0001246929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016013822,0.00019520633,0.00040505917,0.00009559058,0.0004834453,0.000045558645,0.00046938576,0.00012111426,0.0001364241],"category_scores_gemma":[0.0021462839,0.00010454054,0.000066388995,0.00039120574,0.0015082841,0.00024459505,0.000363051,0.00022073933,0.00004626026],"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":[0.0009297335,0.00072946446,0.20278005,0.00017947074,0.00033626126,0.00016801481,0.3377093,0.0000060975726,0.014475253,0.33517265,0.029615464,0.07789823],"study_design_scores_gemma":[0.0043849167,0.00097499794,0.07192834,0.0007087724,0.00010330137,0.000027813692,0.04433802,0.000031869644,0.0038708001,0.17250216,0.699784,0.0013450049],"about_ca_topic_score_codex":0.00048494534,"about_ca_topic_score_gemma":0.006396306,"teacher_disagreement_score":0.6701685,"about_ca_system_score_codex":0.0001574516,"about_ca_system_score_gemma":0.000114631075,"threshold_uncertainty_score":0.55573356},"labels":[],"label_agreement":null},{"id":"W2573921611","doi":"10.1515/phil-2016-5017","title":"The Hellenistic Origins of Memory as Trope for Literary Allusion in Latin Poetry","year":2017,"lang":"en","type":"article","venue":"Philologus","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Allusion; Trope (literature); Poetry; Literature; Latin poetry; Art; History; Philosophy","score_opus":0.06430422863337323,"score_gpt":0.3799511689207922,"score_spread":0.315646940287419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573921611","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":[0.84401745,0.0010301631,0.000028722294,0.08366038,0.0007268319,0.00060377293,0.000023772565,0.00003937711,0.06986954],"genre_scores_gemma":[0.9945,0.00030946315,0.000088324006,0.00013122062,0.00026095938,0.000019746287,0.0000012609376,0.0000050370777,0.004684006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992148,0.00007821514,0.00016734932,0.00014359866,0.00016721911,0.00022876887],"domain_scores_gemma":[0.9987954,0.0007424415,0.00013497984,0.00023185097,0.000058208054,0.000037116766],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005498345,0.000066850094,0.00015677701,0.000023913744,0.0013109004,0.000056876164,0.00044634036,0.000058210855,0.000020459018],"category_scores_gemma":[0.0024239188,0.00004537366,0.00006312588,0.000047427504,0.0007431573,0.00008137337,0.0001835727,0.00009021165,0.00001939745],"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":[0.00035626438,0.00028515141,0.032489125,0.00006394767,0.000062265,0.00001986748,0.022278164,0.000003267638,0.00070670294,0.8333025,0.0063594775,0.10407329],"study_design_scores_gemma":[0.000931355,0.00027521272,0.09554472,0.00009124365,0.000029768553,6.0015793e-7,0.002289762,0.00014347785,0.0003448453,0.26771992,0.6323968,0.00023225168],"about_ca_topic_score_codex":0.0012699232,"about_ca_topic_score_gemma":0.009539197,"teacher_disagreement_score":0.62603736,"about_ca_system_score_codex":0.000069904636,"about_ca_system_score_gemma":0.00006766212,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W2605881027","doi":"10.1515/phil-2017-0003","title":"The Inter- and Intratextuality of Seneca the Elder’s <i>Controversia</i> 6.8: The Vestal Virgin Writer and her challenging <i>persona</i>","year":2017,"lang":"en","type":"article","venue":"Philologus","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Persona; Literature; Rhetoric; Art; Philosophy; Character (mathematics); Rhetorical question; Linguistics; Humanities","score_opus":0.03685690950617647,"score_gpt":0.31839686215661167,"score_spread":0.2815399526504352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605881027","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":[0.5358409,0.0041113948,0.000033323082,0.4022105,0.00048044647,0.0004339415,0.000018402967,0.00003506176,0.056835994],"genre_scores_gemma":[0.9967375,0.0017353975,0.0000072652624,0.0007167787,0.00020503238,0.000009836934,1.694948e-7,0.0000051612424,0.0005828689],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990183,0.00022435944,0.00014313593,0.00018057038,0.00016792344,0.00026568648],"domain_scores_gemma":[0.99857384,0.0008706243,0.00014205299,0.00032004516,0.000048220638,0.000045198554],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0010929559,0.00010604999,0.00016029729,0.000008097915,0.0030470788,0.00019654767,0.0004832747,0.0000559778,0.000008881051],"category_scores_gemma":[0.00054243364,0.000049656388,0.000052819443,0.000034784676,0.003731877,0.00014068377,0.00040059772,0.00020193563,0.000003247494],"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":[0.00029910382,0.0001738792,0.033380788,0.00006247931,0.00054484216,0.0000173425,0.16898222,7.6144113e-7,0.0007083908,0.61142874,0.018156407,0.16624501],"study_design_scores_gemma":[0.0015223885,0.000346326,0.14798434,0.0001205641,0.00018842817,0.000015732925,0.13047974,0.00021807497,0.0005055623,0.06270731,0.6553034,0.0006080875],"about_ca_topic_score_codex":0.0011437678,"about_ca_topic_score_gemma":0.010329616,"teacher_disagreement_score":0.637147,"about_ca_system_score_codex":0.000014353589,"about_ca_system_score_gemma":0.00002077223,"threshold_uncertainty_score":0.9989794},"labels":[],"label_agreement":null},{"id":"W2772988870","doi":"10.1515/phil-2017-0023","title":"The Table of Ptolemy’s Terms (<i>Tetr.</i> 1.21)","year":2017,"lang":"en","type":"article","venue":"Philologus","topic":"Historical and Linguistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Ptolemy's table of chords; Antique; Table (database); Byzantine architecture; The Renaissance; Classics; Philosophy; History; Literature; Art; Computer science; Art history; Ancient history; Database","score_opus":0.048000628132315884,"score_gpt":0.3456283160571805,"score_spread":0.2976276879248646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772988870","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":[0.008874071,0.0011002285,0.000024182798,0.009328478,0.002183283,0.00010709126,0.0000070995434,0.000037292164,0.9783383],"genre_scores_gemma":[0.9869639,0.00027257766,0.000051890038,0.00007803347,0.0006301253,0.000008158341,2.2574852e-7,0.0000033726685,0.01199167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993312,0.00003879975,0.000121060046,0.000103782455,0.00018590294,0.00021929035],"domain_scores_gemma":[0.99920684,0.00026271344,0.00013564606,0.00026964975,0.00007736979,0.000047801514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004157874,0.000052637115,0.00012235306,0.000009306059,0.002964076,0.000045395147,0.0005252954,0.00003777729,0.000043944085],"category_scores_gemma":[0.0032451383,0.00003295799,0.000042273008,0.000039191666,0.0009778154,0.000032229585,0.0000902083,0.00006824814,0.00004975327],"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":[0.000046333393,0.00011571754,0.05832464,0.000015142303,0.00007638992,0.000015566442,0.013922883,0.0000010952458,0.00009545205,0.79396814,0.100679584,0.032739058],"study_design_scores_gemma":[0.000084992724,0.000022501157,0.006678979,0.000005361573,0.000009567872,1.7027911e-7,0.00031416593,0.0000016501027,0.000045141125,0.031120323,0.96166307,0.00005407679],"about_ca_topic_score_codex":0.0036760182,"about_ca_topic_score_gemma":0.0013153964,"teacher_disagreement_score":0.97808987,"about_ca_system_score_codex":0.00003474573,"about_ca_system_score_gemma":0.000041095933,"threshold_uncertainty_score":0.99833393},"labels":[],"label_agreement":null},{"id":"W2891464381","doi":"10.1515/phil-2018-0017","title":"Two Lovers and a Lion: Pankrates’ Poem on Hadrian’s Royal Hunt","year":2018,"lang":"en","type":"article","venue":"Philologus","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Apotheosis; Poetry; Literature; Evocation; Emblem; Art; Iconography; Narrative; Mythology; Simile; Analogy; Metaphor; Art history; Philosophy; Theology","score_opus":0.04472627292507305,"score_gpt":0.34444222966222493,"score_spread":0.2997159567371519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891464381","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":[0.42695555,0.0001981152,0.000017978118,0.10270824,0.0010425125,0.00025454143,0.000011556733,0.0001890393,0.46862245],"genre_scores_gemma":[0.99046236,0.00005817349,0.00007291378,0.0016597412,0.0011957369,0.0000059707413,8.122548e-7,0.0000061995243,0.0065380833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990139,0.0000934861,0.00010412755,0.00025591417,0.00022167288,0.00031092524],"domain_scores_gemma":[0.9994798,0.00018908194,0.000043411914,0.00011169963,0.00006657101,0.00010947982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026412518,0.00009967772,0.00015211811,0.000036710408,0.0005292839,0.00005736137,0.00013701452,0.000053176173,0.00025406355],"category_scores_gemma":[0.00036138005,0.000084000625,0.000038352027,0.00013376224,0.0010201759,0.000053642685,0.000107316206,0.00011075382,0.00044924373],"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":[0.00032446376,0.00042910132,0.031465136,0.00001937479,0.00017637188,0.00009203722,0.036460403,0.0000031080424,0.00021181442,0.67698914,0.20315242,0.050676662],"study_design_scores_gemma":[0.000863524,0.00079171825,0.031080265,0.000038249887,0.00004034956,0.0000025555098,0.0029243005,0.000081014594,0.0004366131,0.021050077,0.9423071,0.00038424146],"about_ca_topic_score_codex":0.00081354636,"about_ca_topic_score_gemma":0.008194055,"teacher_disagreement_score":0.7391547,"about_ca_system_score_codex":0.00005888854,"about_ca_system_score_gemma":0.00003486667,"threshold_uncertainty_score":0.5774269},"labels":[],"label_agreement":null}]}