{"meta":{"query_hash":"517981b04501","filters":{"venue":"Journal of Cultural Analytics"},"cohort_total":199,"direct_labels_cover":0,"predictions_cover":199,"exported":199,"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/517981b04501","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Cultural+Analytics"},"results":[{"id":"W2401667852","doi":"10.22148/16.004","title":"The Science of Culture? Social Computing, Digital Humanities and Cultural Analytics","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":110,"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":"Cultural analytics; Analytics; Data science; Digital humanities; Digital culture; Visualization; Cultural analysis; Computer science; Cultural studies; Software; Sociology; World Wide Web; Media studies; Social science; Semantic analytics; Anthropology; The Internet; Artificial intelligence","score_opus":0.07116406461840949,"score_gpt":0.27356656217566255,"score_spread":0.20240249755725306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401667852","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03723991,0.13607971,0.03952969,0.5709464,0.0099263955,0.000071938804,0.00035741227,0.00027000037,0.20557854],"genre_scores_gemma":[0.8328787,0.090099335,0.012282757,0.031676102,0.009347059,0.00020173113,0.00024243408,0.0002597148,0.023012124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963504,0.0023360737,0.00011372341,0.00039054843,0.0004915623,0.00031769328],"domain_scores_gemma":[0.9915946,0.004979649,0.00055538834,0.0008024415,0.00096693565,0.0011009487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0043683117,0.0009094948,0.00091057166,0.004528767,0.0046313205,0.019648196,0.0010983177,0.0031775348,0.008426353],"category_scores_gemma":[0.01111274,0.00038393834,0.0004860508,0.0067043966,0.040082764,0.031959195,0.005671844,0.0056515415,0.0014376533],"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":[0.00002397585,0.000031417294,0.002465065,0.00030768153,0.00003035755,0.00009139819,0.010706932,0.00024634082,0.00014115182,0.90049374,0.027905477,0.05755652],"study_design_scores_gemma":[0.000007119792,0.000019651889,0.0011996452,0.0008365964,0.000010777727,0.00008957741,0.016430845,0.0005837617,0.00019478801,0.84381485,0.13678539,0.00002699724],"about_ca_topic_score_codex":0.007160171,"about_ca_topic_score_gemma":0.0054226336,"teacher_disagreement_score":0.99536866,"about_ca_system_score_codex":0.004510246,"about_ca_system_score_gemma":0.0051659937,"threshold_uncertainty_score":0.0327242},"labels":[],"label_agreement":null},{"id":"W2500585446","doi":"10.22148/16.005","title":"The Life Cycles of Genres","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":27,"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":"University of Illinois at Urbana-Champaign","keywords":"Literature; Haven; Literary genre; Safe haven; Art; Aesthetics; History; Sociology; Linguistics; Philosophy; Mathematics; Economics","score_opus":0.07790262750403741,"score_gpt":0.26037095621257267,"score_spread":0.18246832870853524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500585446","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15241352,0.010100012,0.050878804,0.022833506,0.0010503216,0.00038992692,0.0013169457,0.00037884738,0.76063806],"genre_scores_gemma":[0.8990671,0.0038355943,0.02000088,0.0013409352,0.0005923111,0.0004743001,0.0010275274,0.0006517678,0.07300975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909276,0.004760717,0.00038209683,0.0011888447,0.002069795,0.00067089545],"domain_scores_gemma":[0.97905684,0.009187173,0.0018143089,0.003209424,0.0041586277,0.0025736482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006681395,0.00046265824,0.00044403318,0.006986684,0.005952666,0.020312227,0.0015203658,0.0018649395,0.013928205],"category_scores_gemma":[0.033935256,0.0007210929,0.000570238,0.004235027,0.016024582,0.023469891,0.005799675,0.0022523475,0.0036903436],"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":[0.000044654076,0.00002134283,0.002050328,0.00007681745,0.000009468954,0.00013347986,0.027557045,0.00021942814,0.00029583485,0.93116647,0.0074605704,0.030964594],"study_design_scores_gemma":[0.000014321864,0.000022320026,0.0025377106,0.0001744256,0.0000071055674,0.00022487865,0.01689478,0.0007771013,0.0002665686,0.70712316,0.27192852,0.000028985694],"about_ca_topic_score_codex":0.002998513,"about_ca_topic_score_gemma":0.0023395168,"teacher_disagreement_score":0.020312227,"about_ca_system_score_codex":0.0060266657,"about_ca_system_score_gemma":0.0028351748,"threshold_uncertainty_score":0.0465945},"labels":[],"label_agreement":null},{"id":"W2586163947","doi":"10.22148/16.008","title":"Genre Theory and Historicism","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":true,"ca_institutions":"","funders":"","keywords":"Poetics; Literature; New Historicism; Historicism; Reflexivity; Literary criticism; Criticism; Literary theory; Philosophy; Quarter (Canadian coin); Literary science; History; Art; Sociology; Poetry; Social science","score_opus":0.0330594690223462,"score_gpt":0.28266785351531826,"score_spread":0.24960838449297207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586163947","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016838217,0.017843083,0.02090868,0.017966589,0.0013591246,0.000044244345,0.00020390787,0.000066112945,0.92477],"genre_scores_gemma":[0.89820474,0.011499151,0.0076743886,0.002517655,0.0032816692,0.00012807205,0.00030735106,0.000224865,0.076162115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99687284,0.0016634712,0.00012774221,0.0005772521,0.00050378894,0.0002549802],"domain_scores_gemma":[0.995523,0.0025935313,0.00037460192,0.00068034127,0.00048331887,0.00034516264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042890203,0.0005236147,0.00058912,0.006247047,0.0058615725,0.010263098,0.0012459904,0.0019311548,0.0107045695],"category_scores_gemma":[0.007287808,0.00029617333,0.00047958858,0.0036210748,0.034154717,0.012177189,0.0033834826,0.0037737584,0.0014671849],"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":[0.0000035972723,0.0000028988043,0.00012217098,0.000021240705,0.0000015072727,0.000014743106,0.0018222565,0.000050476483,0.000011823743,0.9932461,0.0012781852,0.0034249634],"study_design_scores_gemma":[0.0000063669154,0.000007272327,0.000313552,0.0001765124,0.000004088165,0.000093664516,0.0024445774,0.00015912189,0.00006148319,0.8869892,0.10973837,0.0000057839884],"about_ca_topic_score_codex":0.0031151106,"about_ca_topic_score_gemma":0.0030211315,"teacher_disagreement_score":0.0107045695,"about_ca_system_score_codex":0.007351103,"about_ca_system_score_gemma":0.0018424287,"threshold_uncertainty_score":0.053336203},"labels":[],"label_agreement":null},{"id":"W2586621921","doi":"10.22148/16.007","title":"Linguistic Markers of Status in Food Culture: Bourdieu’s Distinction in a Menu Corpus","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":22,"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":"Realm; TRACE (psycholinguistics); Mythology; Point (geometry); Sociology; The Internet; Social media; Linguistics; Epistemology; Literature; Computer science; History; Art; Philosophy; World Wide Web; Mathematics; Archaeology","score_opus":0.019912633270328373,"score_gpt":0.24674370388935754,"score_spread":0.22683107061902916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586621921","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":[0.83908457,0.0017332239,0.021120321,0.004490919,0.00018044199,0.000043735356,0.0007021612,0.00009252367,0.13255201],"genre_scores_gemma":[0.9932028,0.00015491228,0.003934069,0.000089023735,0.000017979919,0.000027042224,0.00017105317,0.000062727784,0.002340361],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99869746,0.0009492809,0.000056093904,0.00013404687,0.00009615531,0.00006701331],"domain_scores_gemma":[0.9951014,0.0039130384,0.00013627375,0.00041667404,0.0003268018,0.00010578946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026248468,0.00019117976,0.00028035312,0.0029731083,0.003353721,0.0031012327,0.0005456564,0.0005543951,0.0043712384],"category_scores_gemma":[0.0070382627,0.00025559816,0.00013622092,0.0034044452,0.0049032625,0.0034263555,0.0025966405,0.0012909356,0.00044456002],"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":[0.00042148225,0.00006612385,0.01467456,0.00019978495,0.000024783325,0.0008435287,0.462999,0.00025904638,0.0035550059,0.41231754,0.006334984,0.09830424],"study_design_scores_gemma":[0.00007612743,0.00010288131,0.07120907,0.00081428955,0.0000641426,0.0017916701,0.4028215,0.003764285,0.006603994,0.24816218,0.26446396,0.00012593123],"about_ca_topic_score_codex":0.007094752,"about_ca_topic_score_gemma":0.013212224,"teacher_disagreement_score":0.007094752,"about_ca_system_score_codex":0.0018511482,"about_ca_system_score_gemma":0.00063602964,"threshold_uncertainty_score":0.014623225},"labels":[],"label_agreement":null},{"id":"W2587002626","doi":"10.22148/16.012","title":"The Tell-Tale Hat: Surfacing the Uncertainty in Folklore Classification","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Folklore, Mythology, and Literature Studies","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":"Folklore; Folkloristics; Legend; Ballad; sort; History; Literature; Art; Computer science; Information retrieval","score_opus":0.06173786260510841,"score_gpt":0.295444449210424,"score_spread":0.2337065866053156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587002626","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12183542,0.04062921,0.50635993,0.2414566,0.0030611074,0.0002848117,0.008630471,0.002101555,0.07564086],"genre_scores_gemma":[0.8649029,0.007834657,0.09530982,0.011946243,0.0043975464,0.00037177565,0.004899113,0.0010510298,0.00928687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9713388,0.013055118,0.0020178081,0.0054842047,0.0072069094,0.000897112],"domain_scores_gemma":[0.72956777,0.21739891,0.010707671,0.023904584,0.015422225,0.0029988692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04078833,0.00074084615,0.0018969337,0.012244965,0.00758597,0.020024972,0.0040654377,0.0047735977,0.008937739],"category_scores_gemma":[0.2853465,0.0013366713,0.000879755,0.01177078,0.018053902,0.05957718,0.0142292995,0.0089493245,0.0020019028],"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":[0.00043971653,0.000065950684,0.029483993,0.00087493577,0.00015803541,0.00048263694,0.020818101,0.0046994323,0.0004607317,0.57404304,0.086819336,0.28165406],"study_design_scores_gemma":[0.00001777103,0.000020555624,0.004236864,0.00064723607,0.000031545944,0.0003314098,0.008694061,0.010711347,0.00049576233,0.9096839,0.06504043,0.000089046705],"about_ca_topic_score_codex":0.011710331,"about_ca_topic_score_gemma":0.009992543,"teacher_disagreement_score":0.04078833,"about_ca_system_score_codex":0.0056655733,"about_ca_system_score_gemma":0.0027823749,"threshold_uncertainty_score":0.21571195},"labels":[],"label_agreement":null},{"id":"W2587195211","doi":"10.22148/16.002","title":"Measured Applause: Toward a Cultural Analysis of Audio Collections","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Diverse Musicological Studies","field":"Arts and Humanities","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":"Poetry; Meaning (existential); Affect (linguistics); Mode (computer interface); Psychology; Literature; Aesthetics; Art; Linguistics; Communication; Computer science; Philosophy","score_opus":0.18352083345506376,"score_gpt":0.2753292732505344,"score_spread":0.09180843979547065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587195211","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3265739,0.002053405,0.58238906,0.0015685403,0.00030300434,0.002216823,0.0078057516,0.0025785181,0.07451099],"genre_scores_gemma":[0.70109355,0.00086726155,0.28614312,0.0002570247,0.00016212865,0.0016208297,0.004291248,0.0007404598,0.004824414],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9914266,0.0034447487,0.00093422027,0.0017073359,0.002108394,0.0003787834],"domain_scores_gemma":[0.98019224,0.0045406795,0.0042606583,0.004076139,0.0062675783,0.0006626264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007504864,0.001206326,0.00059804856,0.013679875,0.0021245405,0.0134047195,0.0021605182,0.00077052333,0.003618526],"category_scores_gemma":[0.036575068,0.0005348496,0.00085109106,0.015099985,0.0036852558,0.0075546987,0.00630529,0.0016940563,0.0012420511],"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":[0.00045717016,0.00039224775,0.15082225,0.0014970774,0.0005892128,0.0006014078,0.1263103,0.0022597823,0.016969308,0.08365281,0.008726319,0.60772204],"study_design_scores_gemma":[0.00007622276,0.0003441461,0.4149622,0.0016002258,0.00037752712,0.0014321437,0.24715064,0.044951443,0.01705024,0.13369898,0.13785905,0.00049714674],"about_ca_topic_score_codex":0.011861087,"about_ca_topic_score_gemma":0.013667431,"teacher_disagreement_score":0.013679875,"about_ca_system_score_codex":0.0025309355,"about_ca_system_score_gemma":0.0027183173,"threshold_uncertainty_score":0.039690018},"labels":[],"label_agreement":null},{"id":"W2587326830","doi":"10.22148/16.006","title":"There Will Be Numbers","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":40,"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":"Realm; TRACE (psycholinguistics); Mythology; The Internet; Point (geometry); Social media; Natural (archaeology); Computer science; Sociology; Epistemology; Data science; History; World Wide Web; Literature; Art; Philosophy; Mathematics; Linguistics; Archaeology","score_opus":0.06962991266336825,"score_gpt":0.2568047155385784,"score_spread":0.18717480287521016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587326830","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004955914,0.018005947,0.01595139,0.21063161,0.04145603,0.00017806781,0.0013719866,0.0007108869,0.70673823],"genre_scores_gemma":[0.0668666,0.018010894,0.02098082,0.06134608,0.013773935,0.00060013565,0.0013093888,0.0010870158,0.8160251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99521303,0.0011807015,0.00022933693,0.0012503027,0.0016325038,0.0004941377],"domain_scores_gemma":[0.9887504,0.0033279713,0.00060195144,0.002082065,0.0029821473,0.00225546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054453225,0.0010244694,0.0009978936,0.0013345109,0.005629227,0.014286446,0.0016703011,0.0040078466,0.1691594],"category_scores_gemma":[0.023352228,0.00051475444,0.00070530135,0.0013134218,0.0070515918,0.018233456,0.006185936,0.008903798,0.09684685],"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":[0.00013783986,0.00005525414,0.0009906617,0.00019920868,0.000014826545,0.00012281403,0.00082025805,0.00009965028,0.00040778914,0.5882481,0.3234496,0.08545411],"study_design_scores_gemma":[0.000007814464,0.000020131647,0.00018463931,0.00011015186,0.0000034050067,0.00007045975,0.0003155022,0.000033674034,0.000104666105,0.063909434,0.93522674,0.000013393774],"about_ca_topic_score_codex":0.0012795877,"about_ca_topic_score_gemma":0.0018963758,"teacher_disagreement_score":0.1691594,"about_ca_system_score_codex":0.002642271,"about_ca_system_score_gemma":0.0031693743,"threshold_uncertainty_score":0.5658946},"labels":[],"label_agreement":null},{"id":"W2587367367","doi":"10.22148/16.009","title":"Genre, Computation, and the Varieties of Twentieth-Century U.S. Fiction","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":13,"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":"Literary fiction; Literature; Literary genre; Fiction theory; Popular fiction; Techno-thriller; History; World War II; Art; Literary criticism; Archaeology","score_opus":0.03885955791862655,"score_gpt":0.2399455145696156,"score_spread":0.20108595665098905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587367367","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31523257,0.0223246,0.0016012208,0.016129635,0.0010259004,0.00001868576,0.0003481174,0.00008851164,0.64323074],"genre_scores_gemma":[0.9730357,0.004899678,0.0007510665,0.00070243573,0.0004347762,0.00001797444,0.00019163814,0.00007074105,0.019896077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991666,0.0003259915,0.00005294436,0.0001091433,0.00022547526,0.000119934615],"domain_scores_gemma":[0.9970552,0.001601631,0.0003861203,0.00025749687,0.0003947048,0.00030480244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014788306,0.00020807842,0.00016813236,0.004093278,0.0041881544,0.008494351,0.00039407884,0.00050625333,0.0063411808],"category_scores_gemma":[0.0063924924,0.00013057604,0.00016848286,0.0037851392,0.00782301,0.004167661,0.002126204,0.0013855076,0.00056363613],"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":[0.00011562039,0.000035973524,0.008393425,0.00011257974,0.000011079182,0.00029031985,0.09982475,0.00014075328,0.0003993427,0.79318464,0.023384199,0.07410748],"study_design_scores_gemma":[0.00002379959,0.00006456659,0.046955824,0.0007527726,0.000013949356,0.00060533034,0.056722373,0.00043837586,0.00068518834,0.15693504,0.73677,0.000032817792],"about_ca_topic_score_codex":0.010544636,"about_ca_topic_score_gemma":0.022854913,"teacher_disagreement_score":0.010544636,"about_ca_system_score_codex":0.0044673323,"about_ca_system_score_gemma":0.0010169559,"threshold_uncertainty_score":0.032412946},"labels":[],"label_agreement":null},{"id":"W2587380683","doi":"10.22148/16.010","title":"Understanding Gender and Character Agency in the 19th Century Novel","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":28,"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":"Character (mathematics); Agency (philosophy); Late 19th century; Art; Literature; History; Aesthetics; Sociology; Social science; Period (music); Mathematics","score_opus":0.15809227188772026,"score_gpt":0.27915554013005484,"score_spread":0.12106326824233457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587380683","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41062635,0.004380171,0.0040758946,0.0073467838,0.00032822537,0.00002355168,0.00007624983,0.000028784276,0.57311404],"genre_scores_gemma":[0.9879981,0.0005824767,0.00034043824,0.00018231047,0.000054427095,0.000011791853,0.0000145019585,0.000024885721,0.010790944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984174,0.00097135693,0.000043509182,0.00019621722,0.00015067945,0.00022084895],"domain_scores_gemma":[0.99866414,0.0006997019,0.00024948973,0.000117977004,0.000108540284,0.00016007014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020450961,0.0003046197,0.00030680507,0.0012286543,0.0057381904,0.010387961,0.00059833477,0.0010881465,0.0048434967],"category_scores_gemma":[0.002672687,0.00022572605,0.00024742034,0.00088471844,0.022451356,0.0075154593,0.003433487,0.0016456367,0.00041837033],"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":[0.00006152484,0.00003443702,0.0014106405,0.00004829071,0.000008092568,0.0003963588,0.33500922,0.00008403981,0.0003461411,0.65484,0.0015030223,0.0062582046],"study_design_scores_gemma":[0.000039749677,0.0000744829,0.00646623,0.00038847065,0.000023298182,0.0009557968,0.4387838,0.0004728044,0.0011653655,0.22702993,0.3245594,0.000040663956],"about_ca_topic_score_codex":0.0031631691,"about_ca_topic_score_gemma":0.006232449,"teacher_disagreement_score":0.010387961,"about_ca_system_score_codex":0.004935584,"about_ca_system_score_gemma":0.0010927931,"threshold_uncertainty_score":0.03581029},"labels":[],"label_agreement":null},{"id":"W2593276484","doi":"10.22148/16.016","title":"Topic Modeling the Hàn diăn Ancient Classics","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","field":"Social Sciences","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":"Pinyin; Topic model; Pronunciation; Linguistics; Computer science; History; Natural language processing; Artificial intelligence; Chinese characters; Philosophy","score_opus":0.1623321213294615,"score_gpt":0.43606651150148973,"score_spread":0.2737343901720282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593276484","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39035815,0.0076698908,0.5675967,0.0046233,0.0003300357,0.00028311435,0.0052449466,0.0010748152,0.022819024],"genre_scores_gemma":[0.9041876,0.002217297,0.076171994,0.00019364919,0.00032116935,0.0002799815,0.003335346,0.00017868406,0.013114187],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991375,0.0003685257,0.00004611554,0.00026525315,0.00011529122,0.00006722633],"domain_scores_gemma":[0.9971578,0.002221192,0.000117861986,0.00019961104,0.00022092696,0.00008249606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002198717,0.00050156756,0.00056854147,0.002024701,0.000871254,0.002608806,0.00093626947,0.0005965232,0.003063044],"category_scores_gemma":[0.0078103472,0.00033813735,0.0008773295,0.0028063287,0.0007840871,0.002148851,0.0008891819,0.0008942761,0.0006116273],"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":[0.00059504324,0.00022779545,0.0457805,0.0008948742,0.0005444603,0.0010582103,0.012397959,0.19710341,0.0035905247,0.33058664,0.03227026,0.37495035],"study_design_scores_gemma":[0.000038875045,0.000039804607,0.014709236,0.00010079113,0.00011089351,0.00030530535,0.0015448716,0.8425754,0.0013404934,0.1004448,0.03873299,0.0000565524],"about_ca_topic_score_codex":0.013865201,"about_ca_topic_score_gemma":0.012285068,"teacher_disagreement_score":0.013865201,"about_ca_system_score_codex":0.0013327014,"about_ca_system_score_gemma":0.0010440025,"threshold_uncertainty_score":0.027568996},"labels":[],"label_agreement":null},{"id":"W2601984134","doi":"10.22148/16.013","title":"The Migrant Letter Digitised: Visualising Metadata","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social Media and Politics","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":"Arts and Humanities Research Council","keywords":"Metadata; Computer science; World Wide Web; Range (aeronautics); Big data; Digital era; Data science; The Internet; Data mining; Engineering","score_opus":0.08763915689161367,"score_gpt":0.4044566234577365,"score_spread":0.3168174665661228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601984134","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29954243,0.010994289,0.17018178,0.015067281,0.0031127224,0.0010178711,0.08536119,0.03156652,0.383156],"genre_scores_gemma":[0.6112683,0.008934394,0.25603095,0.0016941951,0.0009508246,0.00063526595,0.031944733,0.0081398925,0.08040149],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996087,0.00007950171,0.00003555896,0.000056861434,0.00017207024,0.00004743159],"domain_scores_gemma":[0.9978781,0.00093662733,0.00025371133,0.00041570474,0.00036277747,0.00015303456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011078555,0.0003743123,0.00021002184,0.007670853,0.0011263818,0.004483131,0.00053841935,0.00080618,0.017272279],"category_scores_gemma":[0.005764987,0.00025266927,0.00029696757,0.0056550987,0.0007955006,0.0039667026,0.0037332487,0.0009406696,0.0037468087],"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":[0.0007221037,0.000116762174,0.019087052,0.0029692561,0.00006585101,0.002503403,0.06648555,0.0024971568,0.018376855,0.043612037,0.17552064,0.66804326],"study_design_scores_gemma":[0.000032283286,0.000037176374,0.018893654,0.0012216502,0.00004089148,0.0007739511,0.023791702,0.0038215194,0.007170439,0.014012147,0.9301105,0.00009403959],"about_ca_topic_score_codex":0.008698756,"about_ca_topic_score_gemma":0.015319159,"teacher_disagreement_score":0.017272279,"about_ca_system_score_codex":0.00065057864,"about_ca_system_score_gemma":0.0013493643,"threshold_uncertainty_score":0.057781458},"labels":[],"label_agreement":null},{"id":"W2751480313","doi":"10.22148/16.015","title":"Towards a Poetics of Strangeness: Experiments in Classifying Language of Technological Novelty","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","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":"Arizona State University; National Aeronautics and Space Administration","keywords":"Poetics; Novelty; Strangeness; Literature; Trajectory; Philosophy; Epistemology; Art; Poetry; Physics; Theology; Astronomy; Particle physics","score_opus":0.07629002922789323,"score_gpt":0.369867382042338,"score_spread":0.29357735281444475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751480313","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":[0.9166392,0.00046100953,0.025800902,0.0022804693,0.00027769496,0.00094891334,0.0004581923,0.00017313688,0.05296044],"genre_scores_gemma":[0.97775686,0.00015381978,0.016027734,0.0009678315,0.00011039535,0.0010274171,0.00049686764,0.0002298593,0.0032292875],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9863506,0.010113303,0.0006015354,0.001681794,0.00091209065,0.00034064316],"domain_scores_gemma":[0.7606424,0.21277055,0.0063759596,0.013631696,0.004384428,0.0021949755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016636776,0.0008716522,0.0009159986,0.0015006978,0.003124688,0.00867061,0.0020785055,0.002610058,0.01295161],"category_scores_gemma":[0.15761857,0.0006620794,0.00079888443,0.0014340939,0.011773964,0.021213999,0.0068682195,0.007524264,0.0023114407],"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":[0.009374177,0.006714978,0.065924205,0.0025837957,0.00034856435,0.00075957295,0.5572639,0.0033727135,0.026352957,0.21565159,0.009532206,0.102121405],"study_design_scores_gemma":[0.0027449667,0.0060334126,0.080610834,0.0011791474,0.00057354925,0.0018351246,0.21881539,0.04587267,0.014447239,0.5805058,0.046655454,0.00072639267],"about_ca_topic_score_codex":0.0018791829,"about_ca_topic_score_gemma":0.0010524146,"teacher_disagreement_score":0.016636776,"about_ca_system_score_codex":0.0012441422,"about_ca_system_score_gemma":0.0008479992,"threshold_uncertainty_score":0.08798474},"labels":[],"label_agreement":null},{"id":"W2768038527","doi":"10.22148/16.017","title":"Scotland’s Poetics of Space: An Experiment in Geospatial Semantics","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Geographic Information Systems Studies","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":"Geospatial analysis; Poetics; Semantic space; Space (punctuation); Semantics (computer science); Computer science; Distributional semantics; Natural language processing; Information retrieval; Data science; Linguistics; Geography; Remote sensing; Programming language; Poetry; Philosophy","score_opus":0.05408576375419114,"score_gpt":0.3762965498804735,"score_spread":0.32221078612628234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768038527","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":[0.96366394,0.00013065428,0.0027491667,0.0012983,0.00013921254,0.00015719688,0.00029576969,0.00010853315,0.031457238],"genre_scores_gemma":[0.9930856,0.0000883228,0.002489821,0.00039052925,0.000053593893,0.00015171885,0.0003690446,0.00009411745,0.0032772773],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9945748,0.003770428,0.00028642258,0.00045973487,0.00068682997,0.00022173734],"domain_scores_gemma":[0.950838,0.041299816,0.0017313577,0.0038980648,0.0012791365,0.00095355127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054920656,0.00047604012,0.0005133477,0.00095003546,0.0034844242,0.00469461,0.0010729469,0.0013944156,0.011783712],"category_scores_gemma":[0.05561652,0.00030509927,0.00032157326,0.0015669216,0.006253607,0.0066995523,0.0041932305,0.0017121906,0.0009843643],"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":[0.009934676,0.0062004835,0.08290376,0.0019559,0.0002092262,0.003965676,0.5461044,0.0030479983,0.02823373,0.16970053,0.02690375,0.120839864],"study_design_scores_gemma":[0.0027037496,0.0073496345,0.1619646,0.00047354837,0.000434875,0.0025575676,0.41074684,0.015504409,0.019823737,0.107989185,0.2699471,0.0005048871],"about_ca_topic_score_codex":0.012034425,"about_ca_topic_score_gemma":0.011043304,"teacher_disagreement_score":0.012034425,"about_ca_system_score_codex":0.0012854646,"about_ca_system_score_gemma":0.0008763111,"threshold_uncertainty_score":0.039420485},"labels":[],"label_agreement":null},{"id":"W2786709099","doi":"10.22148/16.019","title":"The Transformation of Gender in English-Language Fiction","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":95,"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":"History; Literature; English language; Linguistics; Psychology; Sociology; Gender studies; Art; Philosophy","score_opus":0.026618603387986293,"score_gpt":0.2437616383731717,"score_spread":0.2171430349851854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786709099","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":[0.49448252,0.012167348,0.0094358055,0.01668744,0.0014724169,0.000037827867,0.00016171853,0.000073729396,0.4654812],"genre_scores_gemma":[0.98565406,0.001008308,0.0005004575,0.00050847913,0.0002239929,0.000008875504,0.00002901968,0.0000415183,0.012025377],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973876,0.0017281135,0.000056202058,0.00017530438,0.0004198241,0.00023290707],"domain_scores_gemma":[0.99601716,0.0028510755,0.000311693,0.00025486265,0.000384633,0.00018063458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022442397,0.0002321747,0.0001965811,0.0016167723,0.004532309,0.007356136,0.00054529327,0.00087962847,0.004440624],"category_scores_gemma":[0.008677143,0.00011303673,0.00015453185,0.0011995558,0.015200416,0.0054265345,0.0032507295,0.0013578798,0.0004492319],"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":[0.00007241009,0.000020325377,0.0027972409,0.00018762109,0.000007310161,0.00067728135,0.55106246,0.00009923891,0.0013633508,0.402281,0.0043682973,0.037063535],"study_design_scores_gemma":[0.0000096641725,0.00008086853,0.0094205085,0.0006479198,0.000014348115,0.0014463823,0.26287153,0.00034189387,0.0029191428,0.07036085,0.65185267,0.00003426459],"about_ca_topic_score_codex":0.0023048907,"about_ca_topic_score_gemma":0.0037775335,"teacher_disagreement_score":0.007356136,"about_ca_system_score_codex":0.0029857873,"about_ca_system_score_gemma":0.0009795481,"threshold_uncertainty_score":0.021663547},"labels":[],"label_agreement":null},{"id":"W2789904340","doi":"10.22148/16.018","title":"Linked Reading: Digital Historicism and Early Modern Discourses of Race around Shakespeare’s Othello","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Financial Crisis of the 21st Century","field":"Economics, Econometrics and Finance","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":"Historicism; Ideology; Race (biology); New Historicism; The Renaissance; Literature; Reading (process); Art; Sexual difference; Aesthetics; Gender studies; Philosophy; Sociology; Psychology; Psychoanalysis; Art history; Linguistics; Politics; Political science","score_opus":0.032727857027036435,"score_gpt":0.2457932959054304,"score_spread":0.21306543887839396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789904340","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23969999,0.011163083,0.0055059083,0.06567847,0.0013534158,0.000031242394,0.00015334213,0.000072404684,0.6763422],"genre_scores_gemma":[0.9528651,0.0018255373,0.00044567342,0.0018016729,0.00034490574,0.000021283891,0.000034922006,0.00008114067,0.042579822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983919,0.00094167056,0.00004116018,0.00022253848,0.00023592489,0.00016677123],"domain_scores_gemma":[0.9945314,0.00422266,0.00027393372,0.0003634054,0.00034974463,0.00025882918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003584074,0.00033340717,0.0003065989,0.0029827622,0.009583185,0.00957349,0.000613108,0.0022546237,0.008064089],"category_scores_gemma":[0.0077403123,0.00022609114,0.00010955088,0.0021312179,0.031450596,0.0114189265,0.004651773,0.0035413792,0.0004681105],"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":[0.00003554617,0.000015794983,0.00057651586,0.000042355958,0.0000032204357,0.00022622237,0.28097087,0.00002943241,0.00012045096,0.70060456,0.0075350525,0.009839917],"study_design_scores_gemma":[0.000025020108,0.00003362793,0.0043760263,0.0006915521,0.000010718897,0.00027730654,0.19950987,0.00027090768,0.0004898576,0.1503025,0.64398223,0.00003040477],"about_ca_topic_score_codex":0.01970825,"about_ca_topic_score_gemma":0.027707553,"teacher_disagreement_score":0.01970825,"about_ca_system_score_codex":0.0069336,"about_ca_system_score_gemma":0.0013747056,"threshold_uncertainty_score":0.050307035},"labels":[],"label_agreement":null},{"id":"W2790939515","doi":"10.22148/16.021","title":"Crossing Over: Gendered Reading Formations at the Muncie Public Library, 1891-1902","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Library Science and Administration","field":"Social Sciences","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":"Reading (process); Meaning (existential); Artifact (error); Originality; Horizon; Sociology; Linguistics; Computer science; Epistemology; Philosophy; Artificial intelligence; Social science; Mathematics","score_opus":0.08992471200700271,"score_gpt":0.3428549130230063,"score_spread":0.2529302010160036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790939515","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":[0.71479267,0.0024857074,0.00093299494,0.012926906,0.00024105079,0.000038518043,0.00029176427,0.00012618385,0.26816422],"genre_scores_gemma":[0.9492499,0.00027690167,0.00010646068,0.00042136305,0.000052920943,0.0000133404255,0.00003930928,0.000064546795,0.049775165],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99805695,0.0006431534,0.000050743416,0.00036121873,0.0002752768,0.00061263645],"domain_scores_gemma":[0.99795294,0.0009649829,0.00023640391,0.000121220044,0.00031889172,0.0004054476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023203294,0.00027221636,0.00048189863,0.0027787546,0.020989385,0.008151397,0.0008402618,0.0014710502,0.016443694],"category_scores_gemma":[0.0052764714,0.0003788038,0.00019399292,0.0033344768,0.011557012,0.0074570356,0.0058530145,0.003711161,0.0015235955],"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":[0.00004896105,0.000018598641,0.002547781,0.000019074881,0.0000020906618,0.00045923845,0.94311935,0.00001873556,0.00013994033,0.03824315,0.0046711657,0.0107119605],"study_design_scores_gemma":[0.000010642771,0.00006135377,0.026861353,0.00017019,0.000011758753,0.00053162494,0.64764386,0.00008568373,0.001560273,0.0070568137,0.3159603,0.00004607221],"about_ca_topic_score_codex":0.101708435,"about_ca_topic_score_gemma":0.23689443,"teacher_disagreement_score":0.101708435,"about_ca_system_score_codex":0.019052286,"about_ca_system_score_gemma":0.0035296637,"threshold_uncertainty_score":0.20223284},"labels":[],"label_agreement":null},{"id":"W2802843067","doi":"10.22148/16.022","title":"Self-Repetition and East Asian Literary Modernity, 1900-1930","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":10,"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":"BATES; Feeling; Sampling (signal processing); Literature; Aesthetics; Sound (geography); Empirical research; History; Psychology; Art; Social psychology; Computer science; Epistemology; Philosophy; Engineering; Acoustics; Telecommunications","score_opus":0.02039322726241128,"score_gpt":0.25319788472165305,"score_spread":0.23280465745924178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802843067","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":[0.7896613,0.015362505,0.00032445433,0.002118951,0.0002712967,0.000018889217,0.00004994809,0.000020671232,0.19217204],"genre_scores_gemma":[0.98748827,0.001958485,0.00007994581,0.00009985262,0.000076369266,0.0000055241626,0.000011661863,0.000009079602,0.010270823],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995091,0.00019561335,0.000048584774,0.00008119318,0.0000691898,0.000096274394],"domain_scores_gemma":[0.99891305,0.0004804277,0.00019958937,0.00009274388,0.00018439803,0.000129714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015154046,0.00033667215,0.00031004866,0.0015196096,0.004179905,0.0028268667,0.0002752114,0.00044158407,0.0034214586],"category_scores_gemma":[0.0017012164,0.00016948831,0.00014408499,0.0018023399,0.010015626,0.002583133,0.0016672306,0.001454263,0.00039154297],"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":[0.00011942997,0.000053612235,0.010013248,0.00025182424,0.000026504214,0.0010128561,0.7714717,0.00011500474,0.0009883936,0.18506977,0.0020608283,0.028816806],"study_design_scores_gemma":[0.000047491372,0.00039917807,0.12729216,0.0010273816,0.00006760463,0.002589447,0.35568917,0.00043651395,0.0035183392,0.034664042,0.47417435,0.00009424138],"about_ca_topic_score_codex":0.007109692,"about_ca_topic_score_gemma":0.015226205,"teacher_disagreement_score":0.007109692,"about_ca_system_score_codex":0.0033060622,"about_ca_system_score_gemma":0.0011521456,"threshold_uncertainty_score":0.023987293},"labels":[],"label_agreement":null},{"id":"W2885197710","doi":"10.22148/001c.19102","title":"Reassembling the English Novel, 1789–1919","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","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":"History; Period (music); Population; Literature; Genealogy; Classics; Demography; Sociology; Art; Aesthetics","score_opus":0.06666583389974345,"score_gpt":0.2473028550808614,"score_spread":0.18063702118111793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885197710","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":[0.6677439,0.019869946,0.0010084347,0.018465884,0.004766269,0.00006599813,0.006582132,0.00014025351,0.2813572],"genre_scores_gemma":[0.8884075,0.00907448,0.0008705791,0.0014428605,0.0019608794,0.00004160158,0.002021731,0.000226974,0.0959534],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984425,0.0002854237,0.00013152494,0.00028330705,0.000586222,0.00027104802],"domain_scores_gemma":[0.9931954,0.0019210665,0.0013056905,0.00045358593,0.0025492941,0.00057492283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030674662,0.00024818775,0.00030344952,0.005177568,0.0028281156,0.0061237356,0.00075716124,0.0007352592,0.008986023],"category_scores_gemma":[0.01105422,0.00024383469,0.00015901982,0.0049864342,0.0052000876,0.0035511102,0.002115799,0.0010936304,0.0020079452],"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":[0.001211108,0.000122030375,0.046930976,0.0018984245,0.00008878592,0.009876195,0.36094037,0.0005659485,0.0033819329,0.08901091,0.22843929,0.2575341],"study_design_scores_gemma":[0.0000135645305,0.00004056849,0.06339801,0.00048738052,0.000015591193,0.0009091644,0.046885997,0.0000640096,0.000720717,0.0015893269,0.88584065,0.000035052697],"about_ca_topic_score_codex":0.06252251,"about_ca_topic_score_gemma":0.16313262,"teacher_disagreement_score":0.06252251,"about_ca_system_score_codex":0.011228705,"about_ca_system_score_gemma":0.0030672303,"threshold_uncertainty_score":0.12431717},"labels":[],"label_agreement":null},{"id":"W2895759845","doi":"10.22148/16.025","title":"Stable Random Projection: Lightweight, General-Purpose Dimensionality Reduction for Digitized Libraries","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":12,"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":"sort; Computer science; Dimensionality reduction; Digital library; Projection (relational algebra); Random projection; Reduction (mathematics); Computer graphics (images); World Wide Web; Multimedia; Information retrieval; Artificial intelligence; Mathematics; Algorithm; Art","score_opus":0.036973478959737065,"score_gpt":0.2909724707646574,"score_spread":0.2539989918049203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895759845","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0131825525,0.00053087546,0.96817565,0.00028022754,0.00010637394,0.00017838235,0.00091068365,0.014496121,0.002139163],"genre_scores_gemma":[0.118987344,0.0008409322,0.8637557,0.00023648838,0.00015401602,0.00052225625,0.005203797,0.0009954777,0.00930399],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983045,0.00038238487,0.00008499399,0.00023559172,0.00082344556,0.00016912167],"domain_scores_gemma":[0.9990871,0.00013557562,0.00006321789,0.0004058503,0.00023098996,0.0000772503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027125,0.0015612094,0.0015219613,0.0014435276,0.0009465024,0.0021347804,0.002163875,0.0009262979,0.0072933505],"category_scores_gemma":[0.0033029371,0.0006626668,0.0010895057,0.00289494,0.00061428983,0.0029474867,0.0044111186,0.001531627,0.009864712],"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":[0.0006427833,0.00041307192,0.0015677278,0.0003205497,0.00018585224,0.00028644712,0.00021835079,0.034684885,0.020248624,0.010603837,0.063426495,0.8674014],"study_design_scores_gemma":[0.00013388804,0.00019773563,0.0015939962,0.00003826446,0.000047079604,0.00038794993,0.00020449005,0.9261075,0.020210696,0.027448129,0.023548206,0.000082033075],"about_ca_topic_score_codex":0.003115568,"about_ca_topic_score_gemma":0.006551013,"teacher_disagreement_score":0.0072933505,"about_ca_system_score_codex":0.00045072936,"about_ca_system_score_gemma":0.0018791409,"threshold_uncertainty_score":0.024398685},"labels":[],"label_agreement":null},{"id":"W2898247218","doi":"10.22148/16.026","title":"Image Analytics and the Nineteenth-Century Illustrated Newspaper","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":12,"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; Sublime; Flood myth; History; Analytics; Art history; Media studies; Literature; Art; Computer science; Sociology; Data science; Archaeology","score_opus":0.03466716520478621,"score_gpt":0.27180729049283825,"score_spread":0.23714012528805203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898247218","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027574377,0.66341937,0.0017215755,0.07731471,0.002902629,0.00002423732,0.0005460998,0.00019955233,0.22629759],"genre_scores_gemma":[0.32380304,0.55301744,0.0027020914,0.015641525,0.0060970923,0.000048548292,0.0008203768,0.00034851182,0.097521394],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845123,0.00046621417,0.00008854952,0.00013783106,0.00070153095,0.00015466259],"domain_scores_gemma":[0.9904805,0.0064334,0.0006066623,0.00038234098,0.0018167503,0.0002804163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020471038,0.00034004677,0.00020657999,0.008934707,0.0024133723,0.011131861,0.000508557,0.0015873233,0.008579212],"category_scores_gemma":[0.008255416,0.00032584628,0.00022268436,0.009646267,0.006164176,0.0085094925,0.0016315418,0.0021250076,0.0022471843],"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":[0.000121260404,0.00006169742,0.0021656337,0.002385854,0.000051563256,0.0007190813,0.029476326,0.00014637933,0.0008066534,0.23447676,0.30754882,0.42204],"study_design_scores_gemma":[0.0000055877676,0.000009932871,0.006024399,0.0015685286,0.000015846726,0.00034521107,0.008310238,0.00008097689,0.0006182925,0.007720859,0.97528243,0.000017761395],"about_ca_topic_score_codex":0.03299425,"about_ca_topic_score_gemma":0.05207391,"teacher_disagreement_score":0.03299425,"about_ca_system_score_codex":0.0072045545,"about_ca_system_score_gemma":0.0019426757,"threshold_uncertainty_score":0.06560439},"labels":[],"label_agreement":null},{"id":"W2899525700","doi":"10.22148/16.027","title":"Measuring Modernist Novelty","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Contemporary Literature and Criticism","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":"Novelty; Contradiction; Character (mathematics); Literature; Aesthetics; Philosophy; Art; Epistemology; Psychology; Social psychology; Mathematics","score_opus":0.12620595233161896,"score_gpt":0.2681152115589517,"score_spread":0.14190925922733272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899525700","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":[0.66063356,0.005671645,0.03945643,0.0063229576,0.00081156497,0.00027255822,0.0019188162,0.00024976642,0.28466263],"genre_scores_gemma":[0.9857291,0.0008941849,0.0058556465,0.00044863773,0.0006404273,0.00013841002,0.0006428017,0.000058912003,0.005591905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9903081,0.0023870862,0.0005580675,0.0016861078,0.004655316,0.00040530387],"domain_scores_gemma":[0.95750636,0.020948686,0.007518621,0.00466439,0.0067815236,0.002580396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009356177,0.00039990997,0.00067530235,0.006615891,0.002380111,0.0063581727,0.0010765053,0.0016895618,0.007825516],"category_scores_gemma":[0.05730585,0.00026835283,0.0006462455,0.0056877295,0.004545605,0.009287816,0.0062658545,0.0021345518,0.0011294123],"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":[0.0005110343,0.0003444897,0.33040506,0.0012686624,0.00072906946,0.0005417106,0.035244834,0.0034830319,0.0032854795,0.3875774,0.013837389,0.2227718],"study_design_scores_gemma":[0.000114349605,0.001025763,0.4486759,0.0005646218,0.0003214853,0.0022024666,0.015701864,0.010287603,0.00507875,0.31828237,0.1974735,0.00027135492],"about_ca_topic_score_codex":0.0006625029,"about_ca_topic_score_gemma":0.00084998517,"teacher_disagreement_score":0.009356177,"about_ca_system_score_codex":0.0033976051,"about_ca_system_score_gemma":0.0009960401,"threshold_uncertainty_score":0.049480736},"labels":[],"label_agreement":null},{"id":"W2902056984","doi":"10.22148/16.029","title":"Detecting Footnotes in 32 million pages of ECCO","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Library Science and Information Systems","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":"Enlightenment; German; Philosophy; Literature; Art history; History; Classics; Art; Epistemology; Linguistics","score_opus":0.040543892597873006,"score_gpt":0.2681849783307519,"score_spread":0.2276410857328789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902056984","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38124105,0.018862233,0.035464093,0.013630564,0.021207737,0.0007313425,0.16413225,0.007126543,0.35760406],"genre_scores_gemma":[0.54813045,0.00665785,0.06444246,0.0050869207,0.0074316026,0.0009199354,0.18524492,0.007730268,0.17435563],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961659,0.00056280114,0.00055052043,0.00054687896,0.0018389424,0.00033499213],"domain_scores_gemma":[0.9722316,0.011867564,0.0034884,0.003426505,0.008353896,0.0006319216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023816817,0.0006290061,0.00041316324,0.016556585,0.003157605,0.0049342797,0.0006211089,0.0019793643,0.026961342],"category_scores_gemma":[0.02898561,0.0004587395,0.00029399528,0.015553298,0.0013000086,0.0060848193,0.0043175835,0.0013124051,0.013368406],"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":[0.00074867863,0.00016015915,0.021794042,0.0017264409,0.00006482231,0.0024021089,0.012461398,0.0004506532,0.0077888696,0.061326243,0.57195354,0.31912315],"study_design_scores_gemma":[0.00001537592,0.000027400267,0.011047723,0.00087781716,0.000031294774,0.00043078748,0.0033580235,0.00058591977,0.0037238074,0.0065051713,0.9733464,0.000050212584],"about_ca_topic_score_codex":0.0034846228,"about_ca_topic_score_gemma":0.006229455,"teacher_disagreement_score":0.026961342,"about_ca_system_score_codex":0.0012657028,"about_ca_system_score_gemma":0.0018762095,"threshold_uncertainty_score":0.0901947},"labels":[],"label_agreement":null},{"id":"W2905726793","doi":"10.22148/16.030","title":"Critical Search: A Procedure for Guided Reading in Large-Scale Textual Corpora","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":19,"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); Computer science; Scale (ratio); Information retrieval; Natural language processing; Artificial intelligence; Linguistics; Geography; Philosophy; Cartography","score_opus":0.052274167746249496,"score_gpt":0.3675912135698836,"score_spread":0.3153170458236341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905726793","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045067226,0.0003631263,0.91762483,0.0012764712,0.0004470203,0.005114101,0.012553626,0.043338496,0.014775572],"genre_scores_gemma":[0.015139824,0.00018500912,0.9639943,0.00027359062,0.00012937612,0.0045722276,0.006637223,0.0050001605,0.0040682023],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.980667,0.009337437,0.0034993608,0.003136174,0.002910244,0.00044986297],"domain_scores_gemma":[0.9090465,0.06456757,0.003455837,0.010299528,0.01144255,0.0011880518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026808972,0.003155011,0.0020895754,0.017969718,0.0053208596,0.0067435107,0.0035415206,0.002251031,0.068493485],"category_scores_gemma":[0.12207549,0.0023824195,0.0024213365,0.013433795,0.004461799,0.00823401,0.010115671,0.00359151,0.02723692],"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":[0.0007503851,0.0002468888,0.0019079207,0.005095237,0.00030746663,0.0012122493,0.02700516,0.0017679769,0.01591217,0.08144737,0.28513357,0.5792136],"study_design_scores_gemma":[0.00051890657,0.00020408827,0.0034410367,0.0018023038,0.00024220438,0.0012760669,0.016967969,0.03772385,0.023071729,0.2710851,0.6430191,0.0006477128],"about_ca_topic_score_codex":0.0048285485,"about_ca_topic_score_gemma":0.012357637,"teacher_disagreement_score":0.068493485,"about_ca_system_score_codex":0.002258291,"about_ca_system_score_gemma":0.0096213445,"threshold_uncertainty_score":0.22913355},"labels":[],"label_agreement":null},{"id":"W2909609490","doi":"10.22148/16.031","title":"Race, Writing, and Computation: Racial Difference and the US Novel, 1880-2000","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":11,"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); Computation; Racial differences; Sociology; Computer science; Gender studies; Ethnic group; Anthropology; Programming language","score_opus":0.03399302375473869,"score_gpt":0.35616223997810736,"score_spread":0.3221692162233687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909609490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29167396,0.024519462,0.0018291472,0.10165091,0.0022820816,0.00002470591,0.00028934522,0.000046688063,0.5776837],"genre_scores_gemma":[0.95823175,0.0027548855,0.00036486314,0.0033471237,0.0005082909,0.000024208439,0.00004294182,0.000046665125,0.034679223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984301,0.0009720244,0.0000490344,0.00019810564,0.00016825936,0.00018241543],"domain_scores_gemma":[0.99789387,0.0013337543,0.00025030595,0.00014288742,0.00022135164,0.0001578922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025562015,0.0002489955,0.00025705667,0.0015655354,0.010182213,0.004293242,0.00035508082,0.0010736116,0.005120891],"category_scores_gemma":[0.0066333096,0.00012146762,0.00013406978,0.0020883041,0.012983653,0.004175162,0.0019902873,0.002678544,0.00041874818],"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":[0.00008916726,0.000025603631,0.0014061116,0.000042101725,0.0000064403716,0.0001943562,0.21528791,0.00005554831,0.000090658905,0.71522856,0.03369215,0.033881437],"study_design_scores_gemma":[0.000026422633,0.000041497857,0.007421412,0.00040807473,0.0000112166135,0.00048817426,0.089282595,0.00020239248,0.0005562748,0.115285166,0.78625214,0.000024502328],"about_ca_topic_score_codex":0.014392505,"about_ca_topic_score_gemma":0.025702665,"teacher_disagreement_score":0.014392505,"about_ca_system_score_codex":0.00394919,"about_ca_system_score_gemma":0.0018229202,"threshold_uncertainty_score":0.028653562},"labels":[],"label_agreement":null},{"id":"W2913116882","doi":"10.22148/16.032","title":"Social Characters: The Hierarchy of Gender in Contemporary English-Language Fiction","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media, Gender, and Advertising","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":"","keywords":"Hollywood; Hierarchy; Variety (cybernetics); Decentralization; Sociology; History; Political science; Computer science","score_opus":0.08365479870504956,"score_gpt":0.35254696572743793,"score_spread":0.2688921670223884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913116882","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":[0.78505707,0.0024208557,0.0021240802,0.0043533887,0.0001717206,0.00003261593,0.00010213724,0.000034215613,0.2057039],"genre_scores_gemma":[0.9944348,0.00032858728,0.00019733756,0.00023375155,0.00004450297,0.000007961119,0.00002388494,0.00001927985,0.00471008],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99764025,0.0013132698,0.00007422165,0.00025427158,0.00043659736,0.0002814675],"domain_scores_gemma":[0.99662566,0.0019157641,0.00048301258,0.00012992311,0.00040510643,0.00044043077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001908939,0.00024929811,0.00022706846,0.0031144798,0.006207846,0.0059952303,0.00045039714,0.0006101455,0.004858888],"category_scores_gemma":[0.0060895737,0.00017379054,0.00011346688,0.0015150525,0.01171712,0.0030067677,0.0031666427,0.0011012628,0.00049573154],"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":[0.00007731101,0.000018026842,0.015245256,0.000079664474,0.0000071143995,0.000421197,0.8902111,0.000026921769,0.0010191422,0.067503594,0.0023389938,0.023051664],"study_design_scores_gemma":[0.000011866211,0.000075977914,0.07770878,0.0003843157,0.0000156309,0.0011050995,0.7379732,0.00028030673,0.0007114189,0.021124002,0.16057307,0.00003636387],"about_ca_topic_score_codex":0.011341673,"about_ca_topic_score_gemma":0.019933218,"teacher_disagreement_score":0.011341673,"about_ca_system_score_codex":0.0025319448,"about_ca_system_score_gemma":0.00094948855,"threshold_uncertainty_score":0.022551298},"labels":[],"label_agreement":null},{"id":"W2915547389","doi":"10.22148/16.033","title":"Could Fiction Have an Information History? Statistical Probability and the Rise of the Novel","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","field":"Social Sciences","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":"Meaning (existential); Phenomenon; History of literature; Literary science; Psychology; History; Epistemology; Literature; Linguistics; Sociology; Literary criticism; Art; Philosophy","score_opus":0.050218066700435195,"score_gpt":0.3391083479877508,"score_spread":0.2888902812873156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915547389","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11261647,0.0576662,0.09250191,0.36517498,0.006512415,0.00007117035,0.0012096185,0.00041374925,0.36383352],"genre_scores_gemma":[0.95579976,0.008903324,0.008286813,0.005311198,0.0071548,0.000048569764,0.00025581106,0.00020128614,0.014038443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9957203,0.0023444358,0.00017732102,0.0008866213,0.0006317342,0.0002396366],"domain_scores_gemma":[0.9188921,0.067483954,0.0033593033,0.005287205,0.0033879601,0.0015894746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0108791925,0.00035273508,0.0008811934,0.004270241,0.00444534,0.013265627,0.0010448965,0.00301478,0.009557404],"category_scores_gemma":[0.071993984,0.0005843115,0.0005687878,0.0036517316,0.034784533,0.022003299,0.0031526934,0.0054638227,0.0012993327],"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":[0.000038868064,0.000008689029,0.00085537514,0.00006604911,0.00001437877,0.00013232109,0.002960757,0.00033198265,0.000042146563,0.9780699,0.006616979,0.010862464],"study_design_scores_gemma":[0.000010392356,0.000015877733,0.0011863516,0.00016847359,0.000009368266,0.0002554207,0.0010496998,0.00109677,0.0001237499,0.9324774,0.06358013,0.000026297765],"about_ca_topic_score_codex":0.0020073394,"about_ca_topic_score_gemma":0.0013362399,"teacher_disagreement_score":0.013265627,"about_ca_system_score_codex":0.004415638,"about_ca_system_score_gemma":0.0014781097,"threshold_uncertainty_score":0.05753535},"labels":[],"label_agreement":null},{"id":"W2931020970","doi":"10.22148/16.028","title":"Historiography’s Two Voices: Data Infrastructure and History at Scale in the Oxford Dictionary of National Biography (ODNB)","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":13,"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":"Historiography; Biography; Scale (ratio); History; Classics; Literature; Media studies; Art history; Sociology; Art; Geography; Cartography; Archaeology","score_opus":0.04836581654379901,"score_gpt":0.3157815727627241,"score_spread":0.2674157562189251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931020970","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06128519,0.07260926,0.09148709,0.26519588,0.010063424,0.0002354657,0.01582465,0.0011611901,0.48213795],"genre_scores_gemma":[0.7783541,0.044753637,0.048660997,0.022300534,0.0035549868,0.0005654411,0.00867063,0.001969166,0.09117047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9952839,0.002905726,0.0004185554,0.00049851084,0.0006669172,0.00022634357],"domain_scores_gemma":[0.97938997,0.015306916,0.0011167077,0.0021325143,0.0012889487,0.00076498487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008667947,0.0002877114,0.00032519328,0.0037327893,0.002647544,0.0148904,0.0007611075,0.0012186071,0.011890078],"category_scores_gemma":[0.02931227,0.00045806877,0.00014406329,0.012156185,0.00934084,0.024643723,0.0046489784,0.0033204388,0.0017425657],"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":[0.000041971733,0.000007504348,0.0033889133,0.00032239073,0.000009504687,0.00015195219,0.07608505,0.00014213866,0.0001414899,0.71601856,0.1209472,0.08274333],"study_design_scores_gemma":[0.0000045872835,0.000006156039,0.0022036883,0.0010132305,0.0000049516134,0.00009347697,0.026277142,0.00015883797,0.00015243617,0.06833294,0.9017346,0.000017967803],"about_ca_topic_score_codex":0.012432243,"about_ca_topic_score_gemma":0.017033067,"teacher_disagreement_score":0.9973525,"about_ca_system_score_codex":0.0048216954,"about_ca_system_score_gemma":0.005005967,"threshold_uncertainty_score":0.04584104},"labels":[],"label_agreement":null},{"id":"W2942659792","doi":"10.22148/16.036","title":"Data Is the New What? Popular Metaphors &amp;amp; Professional Ethics in Emerging Data Culture","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":50,"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":"Big data; Data science; Field (mathematics); Data collection; Computer science; Conjunction (astronomy); Engineering ethics; Knowledge management; Sociology; Social science; Data mining; Engineering","score_opus":0.2958110940572425,"score_gpt":0.4945049306874361,"score_spread":0.19869383663019363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942659792","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026539538,0.018540738,0.049268782,0.61943364,0.0045894533,0.00007009048,0.00015663981,0.00010444595,0.28129667],"genre_scores_gemma":[0.870588,0.013143711,0.019212916,0.06782064,0.0031116724,0.0003993278,0.00009532683,0.0002613043,0.02536709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97440606,0.020750912,0.00071115873,0.0010739651,0.0023775226,0.0006804114],"domain_scores_gemma":[0.9792604,0.014434485,0.0012948056,0.0015023064,0.0023413454,0.0011665442],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016865134,0.000505157,0.00040962332,0.0021302376,0.008873138,0.012752024,0.0012718581,0.006346005,0.0035444247],"category_scores_gemma":[0.027957581,0.00034052267,0.0003319327,0.0031561118,0.08029877,0.014780087,0.0050696433,0.009738375,0.0010099525],"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":[0.000006823542,0.0000069748603,0.00013524995,0.000034859473,0.0000015963353,0.00004660675,0.026052652,0.00003282029,0.00006130819,0.958564,0.011365621,0.0036914803],"study_design_scores_gemma":[0.000010829383,0.0000140018265,0.00029474864,0.00031861855,0.0000032666046,0.00035653228,0.030078884,0.0004509114,0.00016314318,0.62130404,0.3469795,0.000025495587],"about_ca_topic_score_codex":0.0032112233,"about_ca_topic_score_gemma":0.002345779,"teacher_disagreement_score":0.99112684,"about_ca_system_score_codex":0.0050771795,"about_ca_system_score_gemma":0.0046732463,"threshold_uncertainty_score":0.08919245},"labels":[],"label_agreement":null},{"id":"W2945313780","doi":"10.22148/16.037","title":"De-Agentializing Data Practices: The Shifting Power of Metaphor in 1990s Discourses on Data Mining","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Semantic Web and Ontologies","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":"Metaphor; Big data; Resource (disambiguation); Drill; Data science; Power (physics); Crude oil; Business; Computer science; Engineering; Petroleum engineering; Data mining","score_opus":0.17349251402455415,"score_gpt":0.3861726535368184,"score_spread":0.21268013951226425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945313780","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056762144,0.027466584,0.25070006,0.5056964,0.0021280043,0.00011407775,0.00033151248,0.00025464446,0.15654667],"genre_scores_gemma":[0.8829882,0.012283107,0.07502581,0.019749317,0.0017082401,0.0003828914,0.0002412435,0.0004209151,0.0072002057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.95935285,0.029366706,0.0020019528,0.0027928394,0.0056155063,0.00087019755],"domain_scores_gemma":[0.9209177,0.06524029,0.0028709786,0.0054800618,0.0042632753,0.0012277138],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.056488384,0.0011201751,0.0012497517,0.010160225,0.0084052915,0.019880584,0.0028374742,0.009002221,0.0017387037],"category_scores_gemma":[0.04936542,0.0010766663,0.0010345865,0.008838532,0.10772113,0.048950497,0.011145801,0.016931096,0.0003984656],"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":[0.000010241576,0.000006936905,0.00014278803,0.00005379201,0.000007666388,0.00003721568,0.034126196,0.00012279424,0.000079420475,0.96148854,0.0013813884,0.0025428336],"study_design_scores_gemma":[0.000024672441,0.000016293994,0.00026573558,0.00039671775,0.000012438554,0.0001661645,0.029385239,0.0014203257,0.00025785342,0.8075554,0.16046207,0.000037174595],"about_ca_topic_score_codex":0.009423493,"about_ca_topic_score_gemma":0.007299526,"teacher_disagreement_score":0.99159473,"about_ca_system_score_codex":0.015322002,"about_ca_system_score_gemma":0.0071547735,"threshold_uncertainty_score":0.29874265},"labels":[],"label_agreement":null},{"id":"W2945654368","doi":"10.22148/16.038","title":"Towards A Queer Futurity of Data","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Focus Groups and Qualitative Methods","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":"Manifesto; Queer; Sociology; Public relations; Focus (optics); Gender studies; Political science; Law","score_opus":0.2116111665954851,"score_gpt":0.48081158512408123,"score_spread":0.2692004185285961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945654368","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001384251,0.0030516481,0.028325481,0.93173885,0.005688352,0.000088616434,0.00024362166,0.00022358263,0.029255671],"genre_scores_gemma":[0.15726475,0.006255421,0.050327633,0.6960661,0.012890193,0.0012351279,0.00069043605,0.0011980355,0.07407228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.77473414,0.1592292,0.0064967303,0.019754563,0.032725625,0.0070597674],"domain_scores_gemma":[0.4302169,0.44216305,0.009899144,0.06530564,0.040202614,0.01221259],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.30990985,0.0009884646,0.002212323,0.005723784,0.026821714,0.047660865,0.008621716,0.0316979,0.024284333],"category_scores_gemma":[0.43269295,0.0019295306,0.0022635541,0.005348596,0.11213197,0.087850355,0.028793374,0.07744313,0.008477548],"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":[0.000061159175,0.0000248359,0.00035163946,0.00011958957,0.000024536534,0.00020296866,0.012654542,0.00008234797,0.0001282906,0.87110794,0.10245406,0.012788115],"study_design_scores_gemma":[0.00004865607,0.000031632015,0.0001386208,0.00092348945,0.00001716213,0.00023703703,0.008248232,0.0003940614,0.00046973772,0.5075893,0.48184106,0.00006110362],"about_ca_topic_score_codex":0.011019666,"about_ca_topic_score_gemma":0.011479181,"teacher_disagreement_score":0.97317827,"about_ca_system_score_codex":0.015922343,"about_ca_system_score_gemma":0.030295094,"threshold_uncertainty_score":0.851004},"labels":[],"label_agreement":null},{"id":"W2951029771","doi":"10.22148/16.041","title":"Data Set Failures and Intersectional Data","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Ethics and Social Impacts of AI","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":"Open source software; Software; Computer science; Set (abstract data type); Open source; White (mutation); Data science; Sociology; World Wide Web; Internet privacy; Programming language","score_opus":0.22462252172857636,"score_gpt":0.45039096312592525,"score_spread":0.2257684413973489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951029771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36432365,0.005600951,0.36067808,0.046134047,0.004498779,0.004103406,0.13357498,0.0051137353,0.07597243],"genre_scores_gemma":[0.7517263,0.00045883024,0.13698423,0.0052331463,0.00054123043,0.0072377687,0.090079956,0.0017152257,0.00602324],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7377634,0.13496414,0.027330337,0.040666908,0.051509053,0.0077661523],"domain_scores_gemma":[0.41673753,0.37864435,0.032813407,0.11683267,0.04994088,0.0050311373],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.17446965,0.0012816216,0.0022833692,0.009971747,0.008988223,0.008640832,0.00803201,0.003438867,0.017364075],"category_scores_gemma":[0.5107896,0.0018743754,0.0019054092,0.021860162,0.010545607,0.011309456,0.014857185,0.008218706,0.0037228067],"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":[0.0020724193,0.0005030361,0.44692495,0.0026455305,0.0013183586,0.002088372,0.02778051,0.009116187,0.00090503326,0.26346514,0.14466965,0.09851081],"study_design_scores_gemma":[0.00035642213,0.00038320725,0.09095268,0.002899216,0.0006650858,0.0034897341,0.030293923,0.03035873,0.004982065,0.3836,0.45166832,0.00035062435],"about_ca_topic_score_codex":0.015550711,"about_ca_topic_score_gemma":0.014347727,"teacher_disagreement_score":0.82553035,"about_ca_system_score_codex":0.006477652,"about_ca_system_score_gemma":0.007908081,"threshold_uncertainty_score":0.92269474},"labels":[],"label_agreement":null},{"id":"W2962799820","doi":"10.22148/16.040","title":"Archival Circulation on the Web: The Vine-Tweets Dataset","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital and Traditional Archives Management","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":"Vine; World Wide Web; Circulation (fluid dynamics); Library science; Computer science; Engineering; Biology; Ecology","score_opus":0.05410923311520564,"score_gpt":0.23831636898506325,"score_spread":0.1842071358698576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962799820","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103007875,0.0011927733,0.0010740168,0.002346797,0.00064770784,0.00015777955,0.8754513,0.001066402,0.015055359],"genre_scores_gemma":[0.074774176,0.0005306468,0.0030925593,0.00037051813,0.00024302078,0.00030400843,0.914077,0.00033656412,0.0062714457],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99870515,0.00024511048,0.00015242149,0.00024279748,0.00040788215,0.00024662004],"domain_scores_gemma":[0.9970913,0.000863415,0.00035763127,0.00073827046,0.00064313126,0.00030621086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010459312,0.0006635509,0.0005502955,0.0039689904,0.0015443696,0.0021226318,0.00088554627,0.0017892553,0.003591701],"category_scores_gemma":[0.006389683,0.00026952874,0.00047318335,0.0048250733,0.0005985824,0.0020284855,0.0022199145,0.0011088422,0.007883271],"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":[0.0006292558,0.0002871455,0.076166786,0.0013953794,0.00019807022,0.0013331373,0.0054235077,0.001320618,0.005505803,0.004860282,0.8526658,0.050214276],"study_design_scores_gemma":[0.00006118211,0.0000516894,0.085504964,0.00042405742,0.000066408684,0.00062590744,0.009382509,0.003080716,0.002827822,0.0021183689,0.8957538,0.00010260526],"about_ca_topic_score_codex":0.034197252,"about_ca_topic_score_gemma":0.08657551,"teacher_disagreement_score":0.034197252,"about_ca_system_score_codex":0.0011736652,"about_ca_system_score_gemma":0.0012774281,"threshold_uncertainty_score":0.06799638},"labels":[],"label_agreement":null},{"id":"W2962827351","doi":"10.22148/16.042","title":"TED Talks as Data","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Currency; Inclusion (mineral); Political science; Telecommunications; History; Computer science; Sociology; Gender studies; Linguistics; Philosophy; Physics","score_opus":0.17891380582912028,"score_gpt":0.4915616461961003,"score_spread":0.31264784036698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962827351","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007142814,0.0027185732,0.11002481,0.032981977,0.009060129,0.0014605753,0.4581837,0.057901576,0.32052585],"genre_scores_gemma":[0.102149054,0.003368218,0.12097421,0.011427465,0.0029962994,0.0049437224,0.5327695,0.027467154,0.19390434],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9816419,0.006628885,0.0019434625,0.0025018246,0.006280311,0.0010036473],"domain_scores_gemma":[0.9425687,0.02204102,0.00313463,0.021047013,0.0077362116,0.00347246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015312988,0.0010606701,0.0010688341,0.0059165186,0.0024910648,0.012510701,0.0029864516,0.002428056,0.13814232],"category_scores_gemma":[0.10574696,0.0012705928,0.00097415055,0.0064569404,0.002025553,0.014795567,0.012758034,0.0040572463,0.12736784],"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":[0.00028407548,0.00004765667,0.0011883077,0.0004903022,0.000025057465,0.00011143158,0.002251769,0.00045553854,0.00054037763,0.05136218,0.88402885,0.059214503],"study_design_scores_gemma":[0.000016721497,0.000013999729,0.0005080453,0.00014810436,0.0000063153616,0.00005222138,0.00072606164,0.0004911491,0.00040572253,0.015409598,0.9821906,0.000031429958],"about_ca_topic_score_codex":0.004272665,"about_ca_topic_score_gemma":0.003799345,"teacher_disagreement_score":0.13814232,"about_ca_system_score_codex":0.002550102,"about_ca_system_score_gemma":0.004754315,"threshold_uncertainty_score":0.4621321},"labels":[],"label_agreement":null},{"id":"W2962933257","doi":"10.22148/16.043","title":"Visual Style in Two Network Era Sitcoms","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":16,"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; Framing (construction); Style (visual arts); Computer science; Sociology; Political science; Geography; Visual arts; Art","score_opus":0.030486235782564937,"score_gpt":0.3704559229220717,"score_spread":0.33996968713950676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962933257","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":[0.71462464,0.00038910768,0.009521519,0.0010577564,0.00031776555,0.00006784758,0.000722808,0.00041401578,0.27288452],"genre_scores_gemma":[0.9809878,0.00009917781,0.0025850707,0.0000941492,0.000048503625,0.000026869653,0.000450788,0.00014728306,0.015560435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995584,0.00015233087,0.000016187052,0.00008013283,0.000119592776,0.0000732648],"domain_scores_gemma":[0.9979741,0.0006943463,0.00020225524,0.00030177098,0.0004237344,0.000403793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006203989,0.00029946383,0.00019236299,0.0017498953,0.0012012223,0.0051344694,0.00043540593,0.0006320974,0.020586273],"category_scores_gemma":[0.005517426,0.00014828687,0.0001688468,0.0015000063,0.0012356462,0.0026630256,0.0019668832,0.00063292147,0.0018319626],"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":[0.0028476533,0.00050161657,0.10510932,0.00047968273,0.0001313624,0.0020512755,0.10570483,0.009537425,0.014467012,0.37494618,0.05949596,0.32472765],"study_design_scores_gemma":[0.00026030652,0.0006157696,0.23987089,0.00060829363,0.00017106251,0.0014683601,0.1307357,0.105411306,0.0057401326,0.16822128,0.3466869,0.00021011352],"about_ca_topic_score_codex":0.0038123128,"about_ca_topic_score_gemma":0.00655011,"teacher_disagreement_score":0.020586273,"about_ca_system_score_codex":0.0010448557,"about_ca_system_score_gemma":0.0003895357,"threshold_uncertainty_score":0.06886798},"labels":[],"label_agreement":null},{"id":"W2963370929","doi":"10.22148/16.039","title":"The Carceral Archive: Documentary Records, Narrative Construction, and Predictive Risk Assessment","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Law in Society and Culture","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":"","keywords":"Scholarship; Narrative; Race (biology); Criminology; Sociology; Oral history; Law; Political science; History; Gender studies; Anthropology; Art; Literature","score_opus":0.007586517233021723,"score_gpt":0.30242183974918596,"score_spread":0.29483532251616423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963370929","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17372304,0.021407014,0.1329932,0.030689947,0.0020022811,0.0027016606,0.14862242,0.007881095,0.47997937],"genre_scores_gemma":[0.64874333,0.014950758,0.19961281,0.0010054623,0.001234808,0.0018198314,0.06856242,0.002409584,0.061661012],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99291795,0.0034065894,0.00076033256,0.0006052325,0.0021040314,0.0002057136],"domain_scores_gemma":[0.90881956,0.0391037,0.009358634,0.023550736,0.017237218,0.0019302376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01293697,0.00046889897,0.00033167523,0.02164748,0.0034884268,0.014066319,0.002481455,0.001400527,0.017704178],"category_scores_gemma":[0.0910303,0.0004897565,0.00025674806,0.02448234,0.003062801,0.012903687,0.004783249,0.0015365002,0.005428738],"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":[0.00025069717,0.00015442501,0.029540071,0.0011750624,0.0000576538,0.0004176814,0.05138902,0.0011292519,0.00045618115,0.12945636,0.21772227,0.5682513],"study_design_scores_gemma":[0.000026178675,0.000045048055,0.018311448,0.002224588,0.000048629427,0.0004027874,0.044915985,0.0036056717,0.0010452259,0.032894026,0.89637405,0.00010635977],"about_ca_topic_score_codex":0.030512195,"about_ca_topic_score_gemma":0.038519427,"teacher_disagreement_score":0.030512195,"about_ca_system_score_codex":0.0029055825,"about_ca_system_score_gemma":0.007964688,"threshold_uncertainty_score":0.068418026},"labels":[],"label_agreement":null},{"id":"W2968217872","doi":"10.22148/16.044","title":"Difficult Heritage and the Complexities of Indigenous Data","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":31,"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":"Indigenous; Geography; History; Data science; Computer science; Biology","score_opus":0.1595948908674861,"score_gpt":0.26622637286834067,"score_spread":0.10663148200085457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968217872","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19332151,0.011651352,0.35712284,0.2855203,0.004031814,0.0015309375,0.009980615,0.0004513932,0.1363893],"genre_scores_gemma":[0.77800286,0.0040983753,0.1698396,0.024454337,0.0030051698,0.0026809077,0.005139269,0.0005382952,0.012241225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.89544153,0.07238266,0.0050380686,0.008201421,0.016820535,0.0021158683],"domain_scores_gemma":[0.65145344,0.27373937,0.015173925,0.041572016,0.015012964,0.0030483047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.100484595,0.0004816665,0.0008874443,0.006103018,0.010307906,0.016895402,0.003859585,0.0028279824,0.0061855754],"category_scores_gemma":[0.27721325,0.0012387696,0.0007772208,0.009790859,0.031563647,0.020693647,0.013776895,0.007868889,0.0012262441],"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":[0.00016740379,0.00009088022,0.025105556,0.0011438611,0.00011080164,0.0011079805,0.14246453,0.0011526274,0.00091601687,0.75149757,0.02144465,0.054798167],"study_design_scores_gemma":[0.000034850116,0.000042037464,0.014275078,0.0018844332,0.000058374426,0.0016612486,0.12182499,0.0021886695,0.0014181633,0.53122306,0.32526395,0.0001250603],"about_ca_topic_score_codex":0.017388338,"about_ca_topic_score_gemma":0.02265887,"teacher_disagreement_score":0.100484595,"about_ca_system_score_codex":0.0050608986,"about_ca_system_score_gemma":0.009382963,"threshold_uncertainty_score":0.5314197},"labels":[],"label_agreement":null},{"id":"W2968503355","doi":"10.22148/16.045","title":"Performative Data: Cultures of Government Data Practice","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"E-Government and Public Services","field":"Social Sciences","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":"Performative utterance; Government (linguistics); Computer science; Art; Aesthetics; Linguistics; Philosophy","score_opus":0.07885178304177048,"score_gpt":0.39105278712180563,"score_spread":0.31220100408003515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968503355","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20537852,0.0065426407,0.09777126,0.14441006,0.0013130367,0.0002805145,0.0003506582,0.00048542247,0.5434679],"genre_scores_gemma":[0.9790015,0.0016626436,0.00786643,0.0037627546,0.00018204848,0.00019185984,0.00010364167,0.00020504404,0.007023978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.87594646,0.0939166,0.0044038296,0.005912728,0.015629765,0.0041906456],"domain_scores_gemma":[0.91228557,0.05166608,0.0059647462,0.015933469,0.009139033,0.0050111045],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.06392511,0.00085609604,0.0008129826,0.0059532244,0.018703608,0.040672,0.0032373846,0.0049123256,0.003409911],"category_scores_gemma":[0.0726764,0.0007703053,0.0007115202,0.009569961,0.1124541,0.026939016,0.02448888,0.010807096,0.0009887867],"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":[0.00001536043,0.00002401936,0.0018115833,0.000081106096,0.00001625135,0.00015352531,0.40657163,0.00020155814,0.0001685308,0.57352585,0.0043801013,0.013050501],"study_design_scores_gemma":[0.000016390886,0.000031873595,0.0011572338,0.00065541634,0.000016924547,0.00028103986,0.39893594,0.0008428532,0.0005969,0.28444895,0.3129383,0.00007815426],"about_ca_topic_score_codex":0.013794677,"about_ca_topic_score_gemma":0.006215154,"teacher_disagreement_score":0.9812964,"about_ca_system_score_codex":0.017581495,"about_ca_system_score_gemma":0.017741807,"threshold_uncertainty_score":0.3380723},"labels":[],"label_agreement":null},{"id":"W2977975511","doi":"10.22148/16.046","title":"The Canon of Dutch Literature According to Google","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Canon; Key (lock); Amazon rainforest; Literature; World Wide Web; History; History of literature; Art; Computer science","score_opus":0.03527795122692926,"score_gpt":0.25082351017514626,"score_spread":0.215545558948217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977975511","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01589973,0.01700197,0.002102601,0.004313358,0.001748617,0.0002669588,0.2949495,0.0022736837,0.66144353],"genre_scores_gemma":[0.11811023,0.028174782,0.007850423,0.0015484605,0.0011294432,0.00045875122,0.36727276,0.0047103325,0.4707448],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919313,0.000070561415,0.00008977394,0.000092283415,0.00043470896,0.000119459844],"domain_scores_gemma":[0.99905354,0.00019352365,0.00013212215,0.00011448611,0.0003594346,0.0001469166],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0003679779,0.00062318664,0.00060871115,0.019635608,0.0014414486,0.006732867,0.00061210175,0.0007036937,0.0859542],"category_scores_gemma":[0.0034678567,0.00031392695,0.0004516726,0.036680415,0.0008621862,0.005199781,0.0023994776,0.0006088095,0.050459243],"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":[0.00007801891,0.000019156918,0.002644115,0.0020900888,0.000027393406,0.00059369626,0.004262462,0.00011342227,0.0010850059,0.03479186,0.8386173,0.11567734],"study_design_scores_gemma":[0.0000026397543,0.0000017591985,0.0025937308,0.00023019494,0.0000034760917,0.00014789883,0.0007520043,0.00005558443,0.00010945595,0.0011583123,0.9949366,0.000008364404],"about_ca_topic_score_codex":0.03850492,"about_ca_topic_score_gemma":0.062322155,"teacher_disagreement_score":0.9803644,"about_ca_system_score_codex":0.001614796,"about_ca_system_score_gemma":0.0024069578,"threshold_uncertainty_score":0.28754538},"labels":[],"label_agreement":null},{"id":"W2978801148","doi":"10.22148/16.024","title":"Nation, Ethnicity, and the Geography of British Fiction, 1880-1940","year":2018,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Travel Writing and Literature","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":"Unconscious mind; Ethnic group; Empire; History; First world war; Literature; Sociology; Geography; Anthropology; Ancient history; Art; Psychology; Psychoanalysis","score_opus":0.022835250776226435,"score_gpt":0.23880331165707125,"score_spread":0.2159680608808448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978801148","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":[0.71385103,0.008714741,0.00022386707,0.0040794504,0.00027408556,0.000012630607,0.00030312734,0.00001967609,0.27252132],"genre_scores_gemma":[0.97181803,0.0021869303,0.000094396484,0.00017907856,0.000042023104,0.000007237129,0.00012657644,0.000035431207,0.025510289],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928063,0.00033016453,0.000035843652,0.000079169695,0.00013661006,0.00013760997],"domain_scores_gemma":[0.99882525,0.00048826693,0.00014718971,0.000060493006,0.00030474403,0.0001740967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000983351,0.00017420614,0.00020356882,0.002485963,0.0056191147,0.0046718386,0.00035920116,0.0004838578,0.005031242],"category_scores_gemma":[0.0038445597,0.00015371593,0.00007203556,0.0038889463,0.006543303,0.0018687858,0.0018425304,0.0008955431,0.00071314804],"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":[0.000096694625,0.00001937167,0.016823383,0.00016549483,0.000011720795,0.0005789761,0.8782093,0.00007803039,0.000472895,0.06474159,0.012905631,0.025896858],"study_design_scores_gemma":[0.000008163858,0.000035341887,0.109337,0.00042955016,0.000016581525,0.00038052423,0.37566,0.00006870165,0.00034335005,0.004010174,0.5096824,0.000028156675],"about_ca_topic_score_codex":0.27687895,"about_ca_topic_score_gemma":0.44836938,"teacher_disagreement_score":0.27687895,"about_ca_system_score_codex":0.010163871,"about_ca_system_score_gemma":0.0023478342,"threshold_uncertainty_score":0.55053467},"labels":[],"label_agreement":null},{"id":"W2979474259","doi":"10.22148/001c.13147","title":"NovelTM Datasets for English-Language Fiction, 1700-2009","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":37,"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":"English language; Computer science; Non-fiction; Resilience (materials science); Fragility; History; Linguistics; Literature; Art; Philosophy","score_opus":0.07261985779052788,"score_gpt":0.2707456352499021,"score_spread":0.1981257774593742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979474259","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032630619,0.0013529968,0.0004398104,0.00039914454,0.0004168937,0.00010171185,0.98773557,0.001400343,0.004890524],"genre_scores_gemma":[0.0025477845,0.0002982047,0.0012436956,0.00007949785,0.000099911966,0.00014661829,0.9927004,0.000088535926,0.0027953451],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989505,0.0001721737,0.0001450552,0.00024908807,0.00033510287,0.00014810034],"domain_scores_gemma":[0.997799,0.00051888486,0.00019800231,0.00052296446,0.00069914776,0.00026195848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010826632,0.0018543968,0.0010639917,0.007544381,0.0017519146,0.003404704,0.0025867585,0.0026318142,0.034893923],"category_scores_gemma":[0.006334946,0.00038544266,0.0013435885,0.004971207,0.000735118,0.002309595,0.0028675229,0.001647198,0.059119556],"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":[0.00012500338,0.000082362116,0.0015707532,0.001079916,0.00004547193,0.00019555805,0.00014358784,0.00047822917,0.00046290687,0.0008404189,0.9788994,0.016076507],"study_design_scores_gemma":[0.000115576346,0.000054959764,0.007310877,0.0004472501,0.000047417154,0.00039511334,0.00040097185,0.001959451,0.0011468388,0.0010856322,0.986987,0.000048756752],"about_ca_topic_score_codex":0.013052111,"about_ca_topic_score_gemma":0.039200034,"teacher_disagreement_score":0.034893923,"about_ca_system_score_codex":0.0015738837,"about_ca_system_score_gemma":0.001673127,"threshold_uncertainty_score":0.11673182},"labels":[],"label_agreement":null},{"id":"W2985141934","doi":"10.22148/16.048","title":"A Shared Task for the Digital Humanities Chapter 1: Introduction to Annotation, Narrative Levels and Shared Tasks","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":14,"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; Annotation; Narrative; Task (project management); Field (mathematics); Computer science; Humanities; World Wide Web; Artificial intelligence; Literature; Philosophy; Art; Engineering; Mathematics","score_opus":0.0752353978742625,"score_gpt":0.2643746749599136,"score_spread":0.18913927708565112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985141934","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057059177,0.0022824584,0.8781458,0.012010483,0.001141209,0.0013865578,0.0025375222,0.004386022,0.092404],"genre_scores_gemma":[0.08217233,0.0019628627,0.8294266,0.0016315188,0.0007328334,0.0030120215,0.0059301206,0.0038858682,0.07124583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9862877,0.006445365,0.001363784,0.0022584475,0.0029990128,0.0006457079],"domain_scores_gemma":[0.98344177,0.006359776,0.00070492877,0.0053444374,0.002881585,0.0012674917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014271527,0.0013001394,0.0011437791,0.0041851783,0.007729395,0.01333561,0.0038925458,0.0047633736,0.027187072],"category_scores_gemma":[0.025968054,0.0014349676,0.0013514187,0.0058313017,0.0069888085,0.023098245,0.017327525,0.005201131,0.015867306],"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":[0.00021986871,0.00015132107,0.0011462658,0.0013748009,0.00003319828,0.0002695666,0.030928789,0.0021503319,0.0051407474,0.64941967,0.08582208,0.22334331],"study_design_scores_gemma":[0.000022030026,0.00003965121,0.0008163316,0.0009940466,0.000018738892,0.000323585,0.004819789,0.005799655,0.0032786801,0.25118837,0.7326143,0.00008487636],"about_ca_topic_score_codex":0.005378689,"about_ca_topic_score_gemma":0.0068686428,"teacher_disagreement_score":0.027187072,"about_ca_system_score_codex":0.0037305078,"about_ca_system_score_gemma":0.007881817,"threshold_uncertainty_score":0.09094983},"labels":[],"label_agreement":null},{"id":"W2985974955","doi":"10.22148/16.050","title":"A Shared Task for the Digital Humanities Chapter 3: Description of Submitted Guidelines and Final Evaluation Results","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":7,"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":"Task (project management); Annotation; Reflection (computer programming); Narrative; Computer science; Digital humanities; Mathematics education; Information retrieval; Data science; Artificial intelligence; Psychology; World Wide Web; Linguistics; Programming language; Engineering; Philosophy","score_opus":0.3084406244997505,"score_gpt":0.31523065243641046,"score_spread":0.006790027936659948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985974955","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13318372,0.005519364,0.37064594,0.021384068,0.0098553235,0.14285795,0.046363864,0.028264796,0.24192496],"genre_scores_gemma":[0.15047851,0.0024225533,0.42024386,0.0055754124,0.0008145286,0.23555736,0.049256943,0.017177958,0.11847287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.917559,0.047241822,0.007825905,0.005443599,0.018072415,0.0038571733],"domain_scores_gemma":[0.87497795,0.029765503,0.0028431197,0.0140807945,0.07264806,0.005684523],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06616345,0.0017428385,0.0014189781,0.0062451526,0.007908522,0.010146543,0.0032107884,0.0035926618,0.037552997],"category_scores_gemma":[0.15859997,0.0013964769,0.0014274645,0.005442129,0.0030113196,0.006405545,0.0100016175,0.0042023812,0.03526781],"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":[0.0018062249,0.0016928855,0.0042493697,0.009682487,0.000114783,0.0007732506,0.09002178,0.0019644417,0.019327672,0.017591543,0.43986374,0.41291186],"study_design_scores_gemma":[0.00038911405,0.0008249132,0.0059114145,0.0058695246,0.00012974198,0.00024668718,0.035566345,0.0023549641,0.017812375,0.011484351,0.9190764,0.00033414832],"about_ca_topic_score_codex":0.010924796,"about_ca_topic_score_gemma":0.01718282,"teacher_disagreement_score":0.9338366,"about_ca_system_score_codex":0.007636675,"about_ca_system_score_gemma":0.018909927,"threshold_uncertainty_score":0.34990996},"labels":[],"label_agreement":null},{"id":"W2986349701","doi":"10.22148/16.047","title":"Foreword to the Special Issue “A Shared Task for the Digital Humanities: Annotating Narrative Levels”","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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; Narrative; Task (project management); Humanities; Computer science; World Wide Web; Art; Literature; Engineering","score_opus":0.08420987353616861,"score_gpt":0.28036276194827225,"score_spread":0.19615288841210365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986349701","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016164478,0.0038404823,0.0021978102,0.07546792,0.89985967,0.000097738084,0.00072643027,0.0004257053,0.017222537],"genre_scores_gemma":[0.0016013248,0.006159622,0.0016204981,0.04789825,0.83864516,0.0002256555,0.0021923666,0.0011624377,0.10049474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770445,0.00044223212,0.00020207299,0.00034582103,0.0011677183,0.00013778394],"domain_scores_gemma":[0.9798759,0.008762141,0.0011506435,0.0011022298,0.006565238,0.0025438485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030201366,0.0015078031,0.0016017106,0.0039566136,0.004631059,0.011990375,0.0020141304,0.005896514,0.094743475],"category_scores_gemma":[0.01715301,0.0006344011,0.0012311765,0.003013674,0.0022643232,0.0062996373,0.0042579677,0.008892889,0.09098929],"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":[0.0000049853147,0.0000034614661,0.000011775838,0.00003772256,0.0000017905179,0.000009973668,0.000013045036,0.000005719437,0.000057638037,0.00025498704,0.99660873,0.0029901708],"study_design_scores_gemma":[0.0000046160167,0.000012340195,0.00017428285,0.00017330232,0.00000569096,0.00007208466,0.00006967362,0.00006090072,0.00012831241,0.0011647402,0.99812394,0.000010047588],"about_ca_topic_score_codex":0.002030246,"about_ca_topic_score_gemma":0.0040590176,"teacher_disagreement_score":0.094743475,"about_ca_system_score_codex":0.0017513669,"about_ca_system_score_gemma":0.0028484722,"threshold_uncertainty_score":0.31694847},"labels":[],"label_agreement":null},{"id":"W2988314392","doi":"10.22148/16.049","title":"A Shared Task for the Digital Humanities Chapter 2: Evaluating Annotation Guidelines","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":10,"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":"Guideline; Annotation; Task (project management); Section (typography); Computer science; Data science; Artificial intelligence; Political science; Engineering; Systems engineering","score_opus":0.10184203879222058,"score_gpt":0.37150933491015053,"score_spread":0.26966729611792994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988314392","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33678702,0.0044904035,0.45525396,0.015219102,0.0015578519,0.02218469,0.016419388,0.016011091,0.13207641],"genre_scores_gemma":[0.36572716,0.0008203166,0.58838856,0.0016069547,0.00019733925,0.0066732056,0.021418124,0.0017437465,0.013424638],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9087276,0.060268015,0.0068121324,0.005144856,0.017433802,0.0016136637],"domain_scores_gemma":[0.85231113,0.08454446,0.0053472547,0.019036774,0.034563694,0.004196706],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.046922028,0.001505454,0.0017673471,0.006084652,0.0044777486,0.007984232,0.0033743987,0.0042480323,0.011629173],"category_scores_gemma":[0.18854834,0.0007979593,0.0011069212,0.004650766,0.002310216,0.011458816,0.009599663,0.0036291715,0.0046548313],"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":[0.0016787106,0.0029275,0.021988919,0.005334939,0.0004857744,0.0006118375,0.025123045,0.014112217,0.017618652,0.045829356,0.17771167,0.6865774],"study_design_scores_gemma":[0.0012190704,0.002410392,0.032782506,0.006029101,0.0006928158,0.000903485,0.044076595,0.17820436,0.058671243,0.1627481,0.5114981,0.0007642117],"about_ca_topic_score_codex":0.011446832,"about_ca_topic_score_gemma":0.017809628,"teacher_disagreement_score":0.953078,"about_ca_system_score_codex":0.0045891297,"about_ca_system_score_gemma":0.008193662,"threshold_uncertainty_score":0.24815035},"labels":[],"label_agreement":null},{"id":"W2989723222","doi":"10.22148/16.054","title":"Annotating Narrative Levels: Review of Guideline No. 2","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Soundness; Annotation; Guideline; Narrative; Computer science; Information retrieval; Psychology; Linguistics; Political science; Artificial intelligence; Philosophy; Programming language; Law","score_opus":0.02791739552624839,"score_gpt":0.34099030708607025,"score_spread":0.31307291155982186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989723222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004195926,0.69038093,0.08846933,0.13800023,0.028873239,0.005152633,0.004089053,0.0013957153,0.039442923],"genre_scores_gemma":[0.027788147,0.6036975,0.22517538,0.1002998,0.0039125895,0.012873014,0.010527499,0.0012213523,0.014504829],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95723265,0.015146953,0.013853248,0.002505904,0.010306964,0.00095429434],"domain_scores_gemma":[0.81811035,0.08522803,0.010425122,0.008455715,0.076049164,0.0017316446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0646411,0.0009968338,0.0027915013,0.014697445,0.0026563737,0.005196046,0.0076987715,0.0054720454,0.0033753032],"category_scores_gemma":[0.18736707,0.0014463176,0.002708316,0.010378481,0.005457302,0.005788701,0.0048080594,0.0057008234,0.0032744047],"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":[0.0001157537,0.000072895375,0.00075618865,0.084054224,0.00022452637,0.0004008477,0.0056683687,0.00046667564,0.0018840976,0.03648852,0.3047623,0.5651057],"study_design_scores_gemma":[0.000029803328,0.000040973286,0.0008909254,0.10409073,0.00027056405,0.00027970748,0.0010867947,0.00016116997,0.001092723,0.0063133794,0.885686,0.00005742616],"about_ca_topic_score_codex":0.025691485,"about_ca_topic_score_gemma":0.05118683,"teacher_disagreement_score":0.0646411,"about_ca_system_score_codex":0.0072525805,"about_ca_system_score_gemma":0.041700132,"threshold_uncertainty_score":0.34185892},"labels":[],"label_agreement":null},{"id":"W2990468116","doi":"10.22148/16.051","title":"Annotation Guideline No. 1: Narrative Boundaries Annotation Guide","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Narrative; Annotation; Natural (archaeology); Cover (algebra); Test (biology); Computer science; World Wide Web; History; Literature; Artificial intelligence; Engineering; Art; Biology","score_opus":0.020478133666557263,"score_gpt":0.2973478058838749,"score_spread":0.2768696722173176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990468116","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044606803,0.0017514606,0.26172838,0.023229644,0.0053543225,0.024257017,0.2400808,0.025800057,0.4133377],"genre_scores_gemma":[0.01735383,0.0024704672,0.42524323,0.012384449,0.00096122414,0.055074725,0.2292656,0.012713205,0.24453318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865317,0.004825804,0.0034860526,0.001306993,0.003137187,0.0007123391],"domain_scores_gemma":[0.9084917,0.029958714,0.0029983898,0.009123596,0.04797047,0.0014571062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01712619,0.001425258,0.0013380712,0.0097898785,0.004824449,0.007228232,0.0045004943,0.0064795953,0.15674499],"category_scores_gemma":[0.084727414,0.0020031827,0.001302354,0.0061294236,0.0024725443,0.006576444,0.0061143804,0.0045505376,0.14656083],"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":[0.0000864153,0.000036403802,0.00031864367,0.002163859,0.000008344337,0.0001929357,0.004616411,0.00026503523,0.0022200337,0.01572643,0.93548334,0.03888217],"study_design_scores_gemma":[0.000013569562,0.000005859384,0.00035490026,0.0010694884,0.0000071630852,0.000090636764,0.00081089017,0.00024552038,0.00092120207,0.0044919765,0.9919619,0.000026902859],"about_ca_topic_score_codex":0.022855056,"about_ca_topic_score_gemma":0.041556705,"teacher_disagreement_score":0.15674499,"about_ca_system_score_codex":0.004279104,"about_ca_system_score_gemma":0.013990814,"threshold_uncertainty_score":0.52436423},"labels":[],"label_agreement":null},{"id":"W2990647120","doi":"10.22148/16.052","title":"Annotation Guideline No. 2: For Annotating Anachronies and Narrative Levels in Fiction","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Narrative; Annotation; Perspective (graphical); Guideline; Encoding (memory); Computer science; World Wide Web; Literature; Art; Artificial intelligence; Medicine","score_opus":0.03843314680947173,"score_gpt":0.31443756346654733,"score_spread":0.2760044166570756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990647120","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033219505,0.0011201055,0.6950455,0.01010772,0.0054035466,0.010001754,0.07788606,0.023830598,0.14338528],"genre_scores_gemma":[0.07221563,0.0008986213,0.74896365,0.004277873,0.0005349187,0.019028839,0.067364484,0.009570423,0.07714554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921482,0.0028291864,0.001822835,0.0011678466,0.0014814491,0.0005504256],"domain_scores_gemma":[0.96218747,0.013566965,0.0013888596,0.0055885203,0.016473107,0.0007952135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009889239,0.0013176347,0.001043153,0.006584985,0.0043273685,0.004271099,0.0017763645,0.0042767706,0.02217668],"category_scores_gemma":[0.037142955,0.0012679574,0.0009323286,0.0038532305,0.0027893255,0.004630474,0.0042234478,0.0034491397,0.021220328],"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":[0.000455672,0.00018273761,0.0036284397,0.0052381125,0.000053398304,0.0018811277,0.05877521,0.0010789285,0.051754147,0.08705492,0.6340094,0.15588784],"study_design_scores_gemma":[0.000025243453,0.000020548927,0.0018995544,0.0010796518,0.000033640365,0.0003701187,0.0040420447,0.0013161916,0.010455834,0.012564286,0.96811354,0.00007938173],"about_ca_topic_score_codex":0.011593672,"about_ca_topic_score_gemma":0.018715657,"teacher_disagreement_score":0.02217668,"about_ca_system_score_codex":0.0021283126,"about_ca_system_score_gemma":0.005287776,"threshold_uncertainty_score":0.07418841},"labels":[],"label_agreement":null},{"id":"W2991233348","doi":"10.22148/16.053","title":"Annotating Narrative Levels: Review of Guideline No. 1.","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Narrative; Annotation; Guideline; Computer science; Linguistics; Political science; Artificial intelligence; Philosophy","score_opus":0.052936451256500996,"score_gpt":0.33169971006662957,"score_spread":0.2787632588101286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991233348","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054237386,0.241056,0.13991547,0.43266243,0.058516834,0.028494801,0.013826787,0.0043367986,0.0757673],"genre_scores_gemma":[0.02312615,0.20364398,0.44964206,0.19795099,0.006653211,0.048788734,0.02342168,0.002897043,0.043876156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9147953,0.0331704,0.02909009,0.0032305107,0.017988412,0.001725356],"domain_scores_gemma":[0.63804066,0.14406471,0.019909432,0.015242056,0.17816591,0.0045771822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11332818,0.0011413101,0.002931807,0.015272484,0.0038671894,0.006877466,0.010492061,0.0089701,0.0060226195],"category_scores_gemma":[0.318194,0.0020595659,0.003961745,0.009295704,0.006464255,0.006946199,0.007238597,0.008390516,0.0080048265],"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":[0.00008527013,0.00007881762,0.00069399044,0.05082839,0.00016353272,0.00041020304,0.007273589,0.0003678853,0.0013454561,0.012996351,0.65564585,0.27011076],"study_design_scores_gemma":[0.000051689,0.00004513609,0.00093306816,0.102310814,0.00026241003,0.00035959127,0.0015335868,0.00017331,0.0009510427,0.0049476046,0.88834906,0.00008259736],"about_ca_topic_score_codex":0.03107907,"about_ca_topic_score_gemma":0.07949231,"teacher_disagreement_score":0.11332818,"about_ca_system_score_codex":0.00994156,"about_ca_system_score_gemma":0.06419393,"threshold_uncertainty_score":0.5993439},"labels":[],"label_agreement":null},{"id":"W2992420505","doi":"10.22148/16.056","title":"Annotation Guideline No. 5: Annotation Guidelines for Narrative Levels and Narrative Acts","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Narrative; Annotation; Plot (graphics); Conjunction (astronomy); Guideline; Task (project management); Computer science; Narrative criticism; Natural language processing; Information retrieval; Narrative inquiry; Linguistics; Artificial intelligence; Political science; Engineering; Mathematics; Philosophy","score_opus":0.06077488116399827,"score_gpt":0.38185205362106406,"score_spread":0.3210771724570658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992420505","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013482621,0.0014818166,0.6344794,0.017289914,0.00784718,0.0144089395,0.064677365,0.022628894,0.22370385],"genre_scores_gemma":[0.047899768,0.001508582,0.7207044,0.008364479,0.0011449837,0.027446412,0.07611427,0.01223065,0.10458647],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9787394,0.0073290234,0.0061993375,0.0021340232,0.0044572377,0.0011410969],"domain_scores_gemma":[0.8771055,0.03772457,0.0042168624,0.014811948,0.06449036,0.0016507314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022780461,0.0013897325,0.0016027648,0.008335207,0.0052260202,0.006457365,0.00360652,0.006072878,0.038008563],"category_scores_gemma":[0.09387158,0.0017954782,0.0012698064,0.0047068666,0.0034718784,0.006433053,0.0051075835,0.0052242675,0.03906385],"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":[0.00029963272,0.00018000069,0.002006218,0.0039424254,0.000033825774,0.000977776,0.019400928,0.0007459729,0.018351104,0.078090824,0.75929666,0.11667461],"study_design_scores_gemma":[0.00003368699,0.00002313249,0.0019974832,0.001866095,0.000033595108,0.00032341346,0.002064404,0.001281099,0.006628926,0.016959276,0.96868825,0.00010057922],"about_ca_topic_score_codex":0.018220438,"about_ca_topic_score_gemma":0.027868442,"teacher_disagreement_score":0.038008563,"about_ca_system_score_codex":0.0033284998,"about_ca_system_score_gemma":0.009403546,"threshold_uncertainty_score":0.12715131},"labels":[],"label_agreement":null},{"id":"W2992775586","doi":"10.22148/16.055","title":"Annotation Guideline No. 4: Annotating Narrative Levels in Literature","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Natural Language Processing 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":"","keywords":"Narratology; Narrative; Interpretation (philosophy); Task (project management); Field (mathematics); Annotation; Intersubjectivity; Focus (optics); Computer science; Narrative structure; Epistemology; Linguistics; Sociology; Literature; Art; Artificial intelligence; Philosophy","score_opus":0.016682114255803713,"score_gpt":0.3160439169189949,"score_spread":0.2993618026631912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992775586","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02786278,0.0019284878,0.7148044,0.02016324,0.006494274,0.02415097,0.054993812,0.018428884,0.13117307],"genre_scores_gemma":[0.06458747,0.0017606773,0.75326806,0.0077508087,0.0008854939,0.035640027,0.05885159,0.008044055,0.06921181],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97137105,0.010225293,0.008023725,0.0033518479,0.0054596383,0.0015683516],"domain_scores_gemma":[0.89312315,0.030259637,0.0044979146,0.021158183,0.048302375,0.0026588095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.031401686,0.0012653375,0.0017578405,0.010075185,0.0070810304,0.006767443,0.004460602,0.0062532867,0.022075942],"category_scores_gemma":[0.07943671,0.0015204751,0.0015545061,0.0056141317,0.004682498,0.006179095,0.009004139,0.0046803094,0.021473773],"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":[0.0006483687,0.00033155028,0.0060006524,0.012087378,0.00012601109,0.0032933585,0.069622785,0.001254049,0.093529694,0.06678721,0.5437967,0.20252228],"study_design_scores_gemma":[0.000044922206,0.000050068913,0.0034100835,0.0025761449,0.00007318157,0.000683037,0.005196147,0.0015476311,0.015000676,0.017153936,0.95414746,0.00011670138],"about_ca_topic_score_codex":0.012006604,"about_ca_topic_score_gemma":0.017657304,"teacher_disagreement_score":0.031401686,"about_ca_system_score_codex":0.0034161182,"about_ca_system_score_gemma":0.013737998,"threshold_uncertainty_score":0.16606992},"labels":[],"label_agreement":null},{"id":"W2993640618","doi":"10.22148/001c.11826","title":"Do we know what we are doing?","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Mental Health Research Topics","field":"Psychology","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":"McGill University","funders":"","keywords":"Open science; Value (mathematics); Norm (philosophy); Psychological science; Replication (statistics); Psychology; Space (punctuation); Social psychology; Epistemology; Sociology; Political science; Computer science; Law; Mathematics; Statistics","score_opus":0.14958929182489766,"score_gpt":0.44556380261633605,"score_spread":0.2959745107914384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993640618","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01477581,0.061303917,0.012203943,0.7819423,0.02261188,0.00009104366,0.0004261864,0.00029162798,0.106353305],"genre_scores_gemma":[0.44434664,0.07399358,0.01342969,0.4053006,0.008849445,0.00031916398,0.0009004336,0.0008227863,0.052037697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94584465,0.032732166,0.0022563774,0.004712239,0.01218399,0.0022704965],"domain_scores_gemma":[0.88181794,0.068534896,0.008532139,0.009754933,0.020326314,0.011033861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04578544,0.0006317475,0.0010767935,0.0023867018,0.009371823,0.018556654,0.0014857741,0.0050346204,0.013636489],"category_scores_gemma":[0.16992301,0.0005766642,0.0008409058,0.0025860267,0.024693485,0.023859702,0.006542509,0.015110404,0.008896349],"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":[0.00020140488,0.00016425166,0.026345273,0.0015581622,0.000266666,0.00040925437,0.12769228,0.00013635152,0.000485001,0.15528038,0.3509425,0.33651853],"study_design_scores_gemma":[0.00002095224,0.00008010487,0.0054503847,0.00256373,0.00007117354,0.00067084935,0.06473634,0.00008924864,0.00045269687,0.08577486,0.8399886,0.00010110592],"about_ca_topic_score_codex":0.007820679,"about_ca_topic_score_gemma":0.010978454,"teacher_disagreement_score":0.04578544,"about_ca_system_score_codex":0.0065745437,"about_ca_system_score_gemma":0.015808692,"threshold_uncertainty_score":0.24213946},"labels":[],"label_agreement":null},{"id":"W2993740281","doi":"10.22148/16.035","title":"Data Cultures, Culture as Data – Special Issue of Cultural Analytics","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":11,"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":"Research data; Data science; Computer science; Sociology; Data curation","score_opus":0.1263592046849277,"score_gpt":0.3235582065088711,"score_spread":0.19719900182394343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993740281","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008180216,0.09776075,0.0059534423,0.14348792,0.71843845,0.00015662712,0.0008277407,0.00047819986,0.032078806],"genre_scores_gemma":[0.0062724077,0.101357825,0.0033109763,0.03401759,0.7940872,0.00021861555,0.0021299324,0.0016461164,0.05695941],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98951703,0.002952193,0.0014387276,0.0014532955,0.0039873207,0.0006514694],"domain_scores_gemma":[0.9375276,0.034364764,0.0030897628,0.0064295945,0.011591733,0.006996519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013385241,0.0016568477,0.0026707596,0.011672336,0.0060027423,0.020441975,0.0027206568,0.0072015873,0.038779132],"category_scores_gemma":[0.03685902,0.00142125,0.0016105314,0.012463273,0.006302414,0.026522176,0.011540214,0.0130102,0.012527183],"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":[0.000016315114,0.00004184012,0.00053163676,0.00060332374,0.000022235854,0.00009074491,0.00061532797,0.00007170261,0.0002459815,0.011546371,0.94036573,0.045848776],"study_design_scores_gemma":[0.000002515561,0.000011177569,0.0004882879,0.0006344254,0.000007656083,0.00020444095,0.000499786,0.000101663936,0.00007622822,0.0051105027,0.9928449,0.000018390561],"about_ca_topic_score_codex":0.0021244437,"about_ca_topic_score_gemma":0.004351779,"teacher_disagreement_score":0.038779132,"about_ca_system_score_codex":0.0038270499,"about_ca_system_score_gemma":0.006697992,"threshold_uncertainty_score":0.12972915},"labels":[],"label_agreement":null},{"id":"W2993877978","doi":"10.22148/16.057","title":"Annotating Narrative Levels: Review of Guideline No. 4","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Narrative; Annotation; Perspective (graphical); Guideline; Computer science; Narrative review; World Wide Web; Psychology; Linguistics; Political science; Artificial intelligence; Philosophy","score_opus":0.05391653072855011,"score_gpt":0.33259020478020473,"score_spread":0.2786736740516546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993877978","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00674624,0.13557027,0.20721272,0.4359478,0.10471696,0.009261688,0.010084802,0.0055559725,0.084903575],"genre_scores_gemma":[0.03554369,0.12634468,0.47955948,0.23110284,0.013538265,0.021821778,0.02586683,0.0058872504,0.06033522],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9331995,0.02445969,0.016949616,0.0037889616,0.01965037,0.0019517831],"domain_scores_gemma":[0.68457264,0.09144962,0.012636404,0.0151043115,0.1919891,0.0042478987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10276916,0.0009979474,0.0021175514,0.013515101,0.0045428975,0.009136911,0.008900743,0.008685789,0.00590626],"category_scores_gemma":[0.2758678,0.0016163999,0.0030372096,0.009206225,0.0063182283,0.006945492,0.007473787,0.009881469,0.0077988417],"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":[0.00007094098,0.00006401726,0.0007092884,0.017735956,0.00009051554,0.00033480712,0.0067832693,0.00030914112,0.0023710788,0.02595146,0.75983185,0.18574768],"study_design_scores_gemma":[0.000022031092,0.000029635925,0.00079856155,0.023446633,0.000109613466,0.00018264182,0.0012510505,0.000170714,0.0010916817,0.004909776,0.9679281,0.000059522707],"about_ca_topic_score_codex":0.03359148,"about_ca_topic_score_gemma":0.061958976,"teacher_disagreement_score":0.10276916,"about_ca_system_score_codex":0.0089656,"about_ca_system_score_gemma":0.04490562,"threshold_uncertainty_score":0.54350173},"labels":[],"label_agreement":null},{"id":"W2994106476","doi":"10.22148/16.058","title":"Annotating Narrative Levels: Review of Guideline No. 5","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","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":"Narrative; Guideline; Narrative criticism; Narrative history; Narrative network; Narrative inquiry; Linguistics; Psychology; Computer science; Literature; History; Philosophy; Art; Political science","score_opus":0.030970730186825144,"score_gpt":0.34129124731195526,"score_spread":0.3103205171251301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994106476","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004531219,0.6414632,0.11695241,0.1459507,0.030542651,0.0040322067,0.009816903,0.0019018571,0.044808943],"genre_scores_gemma":[0.028217653,0.5252422,0.26903903,0.10772503,0.0053278184,0.009453668,0.028442249,0.00140085,0.025151398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97928303,0.0068663373,0.0068434365,0.0015570718,0.0048280223,0.0006221345],"domain_scores_gemma":[0.9001173,0.04796171,0.0058935834,0.005381677,0.03901658,0.0016292573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035922896,0.00095822325,0.0021457889,0.012126891,0.0020846922,0.004505759,0.00765979,0.00590927,0.005353027],"category_scores_gemma":[0.1093183,0.0012879947,0.0031991652,0.0069087995,0.003446407,0.006685216,0.0052415933,0.005058719,0.005287352],"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":[0.00013684633,0.0000990625,0.0011062915,0.07596684,0.00026667025,0.0004931872,0.0036608607,0.00063425,0.002523995,0.029729843,0.3936764,0.4917058],"study_design_scores_gemma":[0.000022132794,0.000035155572,0.0010363802,0.07177406,0.00026770533,0.0003984152,0.00054774154,0.00017373083,0.0008474672,0.0060363263,0.91881496,0.000045930465],"about_ca_topic_score_codex":0.02287276,"about_ca_topic_score_gemma":0.046304975,"teacher_disagreement_score":0.035922896,"about_ca_system_score_codex":0.005498651,"about_ca_system_score_gemma":0.024455769,"threshold_uncertainty_score":0.18998075},"labels":[],"label_agreement":null},{"id":"W2998938469","doi":"10.22148/001c.11772","title":"Annotation Guideline No. 7: Guidelines for annotation of narrative structure","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Narrative; Annotation; Plot (graphics); Character (mathematics); Perspective (graphical); Narrative structure; Guideline; Sequence (biology); Linguistics; Literature; History; Computer science; Artificial intelligence; Philosophy; Art; Mathematics; Political science","score_opus":0.06051591390825047,"score_gpt":0.37230084988058393,"score_spread":0.3117849359723335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998938469","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004548248,0.0018934872,0.6724639,0.016570996,0.0053044436,0.021260675,0.058478475,0.030139124,0.18934058],"genre_scores_gemma":[0.013414931,0.0019352416,0.8008269,0.0066259876,0.0007838338,0.031702437,0.07424064,0.011822548,0.058647435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94053614,0.02497347,0.01695015,0.003983426,0.011236947,0.0023198584],"domain_scores_gemma":[0.7489852,0.09128536,0.007507145,0.032662634,0.116587915,0.0029716562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05574661,0.0018154089,0.002130493,0.013931277,0.006939171,0.011138231,0.0070152655,0.0101792,0.049732823],"category_scores_gemma":[0.2001026,0.003086317,0.0022197657,0.009409411,0.0046565356,0.009031833,0.008599568,0.0070831897,0.07693699],"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":[0.00024140105,0.00018284819,0.0009773909,0.0055485247,0.000057543202,0.001065021,0.02203367,0.0007124419,0.01709933,0.05477626,0.7769753,0.120330386],"study_design_scores_gemma":[0.000036139572,0.000022279619,0.00077473576,0.0031405224,0.000033878245,0.00033724372,0.0018278526,0.00093519484,0.0056242654,0.014084626,0.9730867,0.00009656198],"about_ca_topic_score_codex":0.021962466,"about_ca_topic_score_gemma":0.029444046,"teacher_disagreement_score":0.05574661,"about_ca_system_score_codex":0.004935144,"about_ca_system_score_gemma":0.017642388,"threshold_uncertainty_score":0.29481983},"labels":[],"label_agreement":null},{"id":"W2999500319","doi":"10.22148/001c.11747","title":"Annotation Guideline No. 6: SANTA 6 Collaborative Annotation as a Teaching Tool Between Theory and Practice","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media Influence and Health","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":"Annotation; Guideline; Test (biology); Computer science; Literature; Library science; Mathematics education; Psychology; Art; Artificial intelligence; Medicine","score_opus":0.06641907348666143,"score_gpt":0.3674051233373484,"score_spread":0.300986049850687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999500319","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010185264,0.0017645215,0.53233504,0.0614197,0.0110736145,0.024304707,0.009181403,0.016763903,0.3329718],"genre_scores_gemma":[0.04431089,0.0014420184,0.7627737,0.028259201,0.0012558183,0.027351229,0.0102908015,0.005581252,0.11873521],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93015534,0.029299786,0.017063135,0.0064068027,0.01450403,0.0025708824],"domain_scores_gemma":[0.83726215,0.054957267,0.0061469814,0.02352711,0.074344,0.0037625125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.053986933,0.0010254917,0.0015464666,0.004619917,0.0064159413,0.008341472,0.0055329683,0.012290049,0.02666822],"category_scores_gemma":[0.1289776,0.0020808112,0.0017101495,0.0028374402,0.005495849,0.008653725,0.009129548,0.008235198,0.035405893],"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":[0.00033238763,0.0002930819,0.0019024218,0.0051338705,0.000055980592,0.0011619017,0.038002435,0.00070366525,0.01833457,0.110484496,0.6500965,0.17349865],"study_design_scores_gemma":[0.000041634397,0.000039031784,0.0010828372,0.00286433,0.000031931846,0.00034137323,0.0023938671,0.00065410894,0.0046057026,0.017581163,0.9702804,0.00008352126],"about_ca_topic_score_codex":0.010023521,"about_ca_topic_score_gemma":0.018955909,"teacher_disagreement_score":0.053986933,"about_ca_system_score_codex":0.0049773953,"about_ca_system_score_gemma":0.015813818,"threshold_uncertainty_score":0.28551364},"labels":[],"label_agreement":null},{"id":"W3000500424","doi":"10.22148/001c.11652","title":"Fleshing Out Models of Gender in English-Language Novels (1850 – 2000)","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":10,"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":"Binary opposition; Psychology; Characterization (materials science); Linguistics; Sociology; Gender studies; Philosophy","score_opus":0.10683158573027929,"score_gpt":0.34832036482402784,"score_spread":0.24148877909374855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000500424","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":[0.7455669,0.0066094957,0.03990894,0.011862667,0.000578842,0.000038142156,0.00077577593,0.00015156927,0.19450758],"genre_scores_gemma":[0.9927314,0.00059577107,0.0010381859,0.00010808498,0.000082726416,0.000009278408,0.00012098734,0.000052776628,0.0052608014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998946,0.00068834506,0.000033157194,0.00015071308,0.00012457206,0.00005733045],"domain_scores_gemma":[0.99473566,0.0040770327,0.00045460358,0.0003252306,0.00029038772,0.00011704963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037254924,0.0005101349,0.0002488901,0.0018997858,0.0018540527,0.0040684235,0.0008747919,0.00069068663,0.003524378],"category_scores_gemma":[0.011595766,0.00021421409,0.00038353118,0.0014196505,0.006192963,0.005342886,0.0012014838,0.0013391274,0.00058422465],"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":[0.00012854277,0.00004066677,0.011118633,0.0001514695,0.00003637959,0.00039089634,0.25011522,0.0030773617,0.00030959817,0.6963503,0.006201428,0.032079503],"study_design_scores_gemma":[0.000027868122,0.00017915644,0.040630087,0.0008612444,0.000055882858,0.0011209159,0.17272055,0.03198618,0.0015069583,0.44725096,0.30356166,0.00009849889],"about_ca_topic_score_codex":0.0061399685,"about_ca_topic_score_gemma":0.00836512,"teacher_disagreement_score":0.0061399685,"about_ca_system_score_codex":0.003330614,"about_ca_system_score_gemma":0.0006569501,"threshold_uncertainty_score":0.024165452},"labels":[],"label_agreement":null},{"id":"W3001536763","doi":"10.22148/001c.11773","title":"Annotation Guideline No. 8: Annotation Guidelines for Narrative Levels","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":true,"ca_institutions":"","funders":"","keywords":"Narrative; Annotation; Phenomenon; Set (abstract data type); Class (philosophy); Value (mathematics); Perspective (graphical); Element (criminal law); Linguistics; Mathematics education; Computer science; Psychology; Epistemology; Artificial intelligence; Philosophy","score_opus":0.1214185467744917,"score_gpt":0.3977763826092004,"score_spread":0.2763578358347087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001536763","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008133921,0.0014562825,0.688272,0.019579755,0.00711319,0.018385127,0.049630564,0.03324727,0.17418194],"genre_scores_gemma":[0.03127528,0.0012010655,0.7868016,0.008944815,0.00086586433,0.02984237,0.04177484,0.018003527,0.08129069],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96879643,0.0119164325,0.009039721,0.003502262,0.005351058,0.001394002],"domain_scores_gemma":[0.8574897,0.04736572,0.0042462293,0.01799665,0.07074359,0.0021580972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035543565,0.001579479,0.0016111357,0.008357537,0.0058499468,0.007501065,0.004133283,0.0064766514,0.051655628],"category_scores_gemma":[0.12119696,0.0022850013,0.0017009063,0.0045748954,0.0035843756,0.007636209,0.006141188,0.006185036,0.05100483],"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":[0.00037816993,0.00015933556,0.0016386663,0.0042731618,0.00005223154,0.0012712701,0.02911854,0.0007353545,0.019558825,0.0640476,0.7524916,0.1262753],"study_design_scores_gemma":[0.00003399469,0.000016955066,0.0009062489,0.0017835257,0.000027275466,0.00023566541,0.0020268592,0.00082273275,0.0051069907,0.012970781,0.9759956,0.00007328826],"about_ca_topic_score_codex":0.017418059,"about_ca_topic_score_gemma":0.026560659,"teacher_disagreement_score":0.051655628,"about_ca_system_score_codex":0.0041628825,"about_ca_system_score_gemma":0.011116356,"threshold_uncertainty_score":0.18797457},"labels":[],"label_agreement":null},{"id":"W3002364789","doi":"10.22148/001c.11776","title":"Annotating Narrative Levels: Review of Guideline No. 8","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Narrative Theory and Analysis","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":"Narrative; Narratology; Computer science; Phrase; Linguistics; Scripting language; Focalization; Natural language processing; Philosophy","score_opus":0.10665602000777705,"score_gpt":0.32159007484615904,"score_spread":0.214934054838382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002364789","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007902231,0.3451235,0.2549762,0.22252299,0.03906276,0.008420979,0.010307959,0.0049582054,0.10672522],"genre_scores_gemma":[0.03419485,0.25984576,0.5040601,0.08868943,0.005012457,0.018604673,0.027772093,0.0042355973,0.05758512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96244633,0.015440131,0.009609915,0.0026885748,0.008957571,0.000857504],"domain_scores_gemma":[0.78678185,0.07275959,0.009701486,0.012583881,0.11529056,0.0028826774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07273743,0.00083933555,0.001469727,0.011735782,0.0025936104,0.0050960383,0.00879949,0.0052939067,0.0058679273],"category_scores_gemma":[0.1720868,0.0013956173,0.0018857724,0.008181975,0.0053691906,0.0074491166,0.0055485675,0.005628122,0.0077999826],"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":[0.00006413279,0.00007977103,0.0013112589,0.029305467,0.00010308391,0.00038645338,0.008167287,0.0004201053,0.0028811195,0.027074482,0.4718856,0.45832133],"study_design_scores_gemma":[0.000012763146,0.000026502028,0.0013852962,0.029346,0.00008192898,0.00027715554,0.0010733617,0.00016036924,0.0009603453,0.0038004494,0.9628385,0.00003730601],"about_ca_topic_score_codex":0.028789205,"about_ca_topic_score_gemma":0.06478246,"teacher_disagreement_score":0.07273743,"about_ca_system_score_codex":0.0059290007,"about_ca_system_score_gemma":0.02789314,"threshold_uncertainty_score":0.38467693},"labels":[],"label_agreement":null},{"id":"W3002533498","doi":"10.22148/001c.11775","title":"Annotating Narrative Levels: Review of Guideline No. 7","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Narratology; Narrative; Guideline; Grammar; Interpretation (philosophy); Hierarchy; Focus (optics); Linguistics; Plot (graphics); Computer science; Scope (computer science); Sociology; Philosophy; Political science; Mathematics; Programming language","score_opus":0.10099942756746239,"score_gpt":0.3415630571593329,"score_spread":0.2405636295918705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002533498","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031638478,0.6811354,0.08070232,0.13382772,0.035570454,0.003793259,0.007151289,0.001807017,0.05284873],"genre_scores_gemma":[0.01888139,0.61020046,0.2058755,0.08909656,0.0071760667,0.010484939,0.021583952,0.0015942943,0.035106864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98255527,0.005136233,0.005536424,0.001603623,0.004554731,0.0006138338],"domain_scores_gemma":[0.91551244,0.034844037,0.0058221426,0.004597663,0.03757048,0.0016531962],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.027127584,0.001083226,0.0025881825,0.010695815,0.0017123871,0.0045349193,0.0099614,0.0072881905,0.007290058],"category_scores_gemma":[0.103049524,0.0013295612,0.002418775,0.0066224756,0.0040661558,0.007020021,0.004804173,0.005187756,0.008010111],"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":[0.00008105247,0.000079394165,0.00053233,0.053795125,0.00012215669,0.00038363985,0.0020891682,0.0005289004,0.0016453845,0.037086967,0.45456964,0.4490862],"study_design_scores_gemma":[0.000018651597,0.00003070955,0.0006679945,0.05905139,0.00011800985,0.0002630913,0.00040290676,0.00013137145,0.00052625604,0.006826656,0.9319293,0.00003357982],"about_ca_topic_score_codex":0.021348042,"about_ca_topic_score_gemma":0.035197355,"teacher_disagreement_score":0.97287244,"about_ca_system_score_codex":0.0052152798,"about_ca_system_score_gemma":0.024763368,"threshold_uncertainty_score":0.14346606},"labels":[],"label_agreement":null},{"id":"W3003077735","doi":"10.22148/001c.11774","title":"Annotating Narrative Levels: Review of Guideline No. 6","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Annotation; Ambiguity; Computer science; Narrative; Guideline; Class (philosophy); Framing (construction); Interpretation (philosophy); Task (project management); Information retrieval; Natural language processing; Linguistics; Artificial intelligence; Political science; History","score_opus":0.16877383920545086,"score_gpt":0.31912394516923387,"score_spread":0.150350105963783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003077735","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006493891,0.4570514,0.13005295,0.25757924,0.04346381,0.0046283817,0.0030138344,0.0017059176,0.09601051],"genre_scores_gemma":[0.048849657,0.4073794,0.31723732,0.14376245,0.007608344,0.011809516,0.01098464,0.0021514469,0.05021731],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96852833,0.010417675,0.009188109,0.0023610343,0.008462393,0.0010425163],"domain_scores_gemma":[0.82654476,0.06845818,0.008717393,0.008083755,0.085150555,0.0030452278],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06453562,0.000783768,0.0018297998,0.00944015,0.0030319458,0.005481325,0.0081731,0.0065953056,0.0045091375],"category_scores_gemma":[0.14738733,0.0012827476,0.0019587714,0.0060345284,0.0068185567,0.006950727,0.0048071994,0.007975203,0.004477491],"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":[0.00007420985,0.000097524215,0.00091413787,0.030734792,0.00010550706,0.00042709665,0.009846807,0.00049435406,0.0021106808,0.060847417,0.33511776,0.55922973],"study_design_scores_gemma":[0.000014892671,0.00003859304,0.0009392055,0.035226133,0.00009390188,0.0002622678,0.0010904501,0.00014384389,0.0010638335,0.0059333923,0.9551535,0.00003987934],"about_ca_topic_score_codex":0.029915705,"about_ca_topic_score_gemma":0.055015016,"teacher_disagreement_score":0.9354644,"about_ca_system_score_codex":0.008307706,"about_ca_system_score_gemma":0.038015347,"threshold_uncertainty_score":0.34130102},"labels":[],"label_agreement":null},{"id":"W3003312070","doi":"10.22148/001c.11830","title":"Is there a text in my data? (Part 1): on counting words","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":12,"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; Word (group theory); Context (archaeology); Simple (philosophy); Normalization (sociology); Natural language processing; Linguistics; Artificial intelligence; Epistemology; Philosophy; History; Sociology","score_opus":0.19506992183085015,"score_gpt":0.292525711556765,"score_spread":0.09745578972591484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003312070","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056066647,0.028192427,0.6805737,0.151506,0.0069129965,0.0005159006,0.002550229,0.00067069766,0.07301131],"genre_scores_gemma":[0.52247334,0.023826381,0.37234694,0.036242854,0.016163044,0.0018759524,0.0030285416,0.0013652665,0.022677625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98775125,0.0076117413,0.0007156303,0.0017710701,0.001925415,0.00022478825],"domain_scores_gemma":[0.94858825,0.04190818,0.0029985914,0.002897517,0.003159814,0.00044766953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010927001,0.00088590954,0.0009406736,0.0044210325,0.003118183,0.009427847,0.0013440729,0.0019870657,0.0052895215],"category_scores_gemma":[0.0827159,0.00058100664,0.00085059047,0.0072514275,0.015259436,0.025801094,0.0049536917,0.00444024,0.0020300613],"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":[0.00007956885,0.000046064793,0.006719489,0.0005687373,0.000044836124,0.00013517856,0.015121202,0.001007598,0.0006265532,0.773562,0.049687915,0.15240079],"study_design_scores_gemma":[0.0000129189175,0.000047372076,0.0044198036,0.0012987762,0.000029013505,0.00041801643,0.01004736,0.0064816712,0.0011156873,0.76578176,0.2102691,0.000078433935],"about_ca_topic_score_codex":0.0035131956,"about_ca_topic_score_gemma":0.0033699807,"teacher_disagreement_score":0.010927001,"about_ca_system_score_codex":0.003323568,"about_ca_system_score_gemma":0.0023211366,"threshold_uncertainty_score":0.057788253},"labels":[],"label_agreement":null},{"id":"W3003443395","doi":"10.22148/001c.11828","title":"Are We Breaking the Social Contract?","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Political Science Research and Education","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":"Scholarship; Rhetorical question; Argument (complex analysis); Epistemology; Humanism; Verifiable secret sharing; Virtue; Social contract; Sociology; Law and economics; Philosophy; Political science; Law; Computer science; Politics; Linguistics","score_opus":0.196493887523447,"score_gpt":0.45588442046883215,"score_spread":0.25939053294538517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003443395","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037002098,0.006426675,0.039905597,0.62125117,0.0027747366,0.000097401804,0.0003654622,0.00022101875,0.29195592],"genre_scores_gemma":[0.9124126,0.004797836,0.008894894,0.03880869,0.0018682071,0.00026690433,0.00023679517,0.00038460694,0.032329503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97826403,0.01170181,0.0005805329,0.003425244,0.0033721374,0.0026562354],"domain_scores_gemma":[0.96898705,0.016355904,0.0032767416,0.0057025705,0.0025794618,0.0030981996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025832413,0.0006430911,0.0010062874,0.0022915516,0.014541045,0.0239917,0.0026862144,0.009403622,0.028130699],"category_scores_gemma":[0.065433405,0.00063381245,0.00090124365,0.002916636,0.07501182,0.058886863,0.011565981,0.012698951,0.0044038575],"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":[0.00001835246,0.000011821247,0.0005412502,0.00003229748,0.000012177619,0.00008818032,0.0069962447,0.000100233105,0.000039226325,0.97510535,0.008487112,0.008567687],"study_design_scores_gemma":[0.000008524087,0.0000068224376,0.00029951055,0.00009960248,0.000005215095,0.000054368717,0.005325592,0.00012677444,0.0000525607,0.93972003,0.05428603,0.000015027818],"about_ca_topic_score_codex":0.0080344835,"about_ca_topic_score_gemma":0.005748461,"teacher_disagreement_score":0.028130699,"about_ca_system_score_codex":0.0072489833,"about_ca_system_score_gemma":0.011642131,"threshold_uncertainty_score":0.13661653},"labels":[],"label_agreement":null},{"id":"W3003556322","doi":"10.22148/001c.11821","title":"From Reproducible to Productive","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social and Cultural Dynamics","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":true,"ca_institutions":"","funders":"","keywords":"Sociology; Quarter (Canadian coin); Discipline; Epistemology; Set (abstract data type); Scale (ratio); Social science; Computer science; History; Geography; Philosophy","score_opus":0.06684697976209006,"score_gpt":0.38633516757554204,"score_spread":0.319488187813452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003556322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018269962,0.008554665,0.60262144,0.105045825,0.012247389,0.0033946624,0.015484461,0.0069035417,0.22747803],"genre_scores_gemma":[0.3526898,0.011642379,0.5091418,0.023772726,0.0102469195,0.009887107,0.020875813,0.01089733,0.050846167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7567463,0.11754942,0.016909067,0.037582736,0.06687669,0.0043358],"domain_scores_gemma":[0.42123523,0.13403322,0.0139647005,0.35695106,0.06762126,0.006194523],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20165284,0.0028571154,0.003162724,0.014321406,0.007721763,0.042179894,0.008927578,0.0052435454,0.026134955],"category_scores_gemma":[0.46958834,0.002616597,0.0037364515,0.017633194,0.03358833,0.050727934,0.03869946,0.012414825,0.0188258],"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":[0.00027788448,0.00014555974,0.007387014,0.0018925378,0.0005180966,0.0002467805,0.010316762,0.0013854966,0.0008576501,0.73383,0.07560166,0.16754054],"study_design_scores_gemma":[0.00009666343,0.000105395215,0.0025015052,0.002252753,0.00016662982,0.00023714107,0.004594568,0.0017387203,0.0017746873,0.6714059,0.3150208,0.000105167404],"about_ca_topic_score_codex":0.0046643256,"about_ca_topic_score_gemma":0.0033734527,"teacher_disagreement_score":0.7983472,"about_ca_system_score_codex":0.010355757,"about_ca_system_score_gemma":0.029836046,"threshold_uncertainty_score":0.98450416},"labels":[],"label_agreement":null},{"id":"W3003714380","doi":"10.22148/001c.11831","title":"Gender Dynamics and Critical Reception: A Study of Early 20th-century Book Reviews from The New York Times","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","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":"Audience measurement; Publishing; Dynamics (music); Reading (process); Order (exchange); Lemma (botany); Taste; Copying; Scale (ratio); History; Sociology; Psychology; Literature; Political science; Law; Geography; Art; Cartography","score_opus":0.12925868815169114,"score_gpt":0.39672365252175396,"score_spread":0.26746496437006284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003714380","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":[0.9831871,0.0025104857,0.00023835605,0.00087280315,0.000056551282,0.000018966002,0.00047218494,0.000009575611,0.012634138],"genre_scores_gemma":[0.99184227,0.0016196197,0.00023942052,0.00013056443,0.00013422003,0.000029436242,0.00056317245,0.000033958997,0.005407358],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99859625,0.00056941796,0.00009997014,0.00011694428,0.0004883438,0.00012912038],"domain_scores_gemma":[0.9783554,0.0125616,0.0047982926,0.00035418966,0.0032756142,0.0006549245],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.002078093,0.00019973808,0.0003015993,0.0049457066,0.0016644645,0.0031986665,0.00035433096,0.00037749158,0.0031930672],"category_scores_gemma":[0.023030214,0.00017358054,0.00012015503,0.0054973243,0.001133081,0.0025002384,0.0009862408,0.0006098557,0.00057548645],"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":[0.00031425466,0.00011874457,0.2391844,0.0005198142,0.00007523731,0.0024623463,0.6455564,0.00014969677,0.0016612762,0.010851033,0.014361366,0.084745474],"study_design_scores_gemma":[0.00001227316,0.00007881336,0.647871,0.00039114975,0.00003468319,0.0008312486,0.2535111,0.0004728806,0.001102822,0.0012041827,0.094444975,0.000044858818],"about_ca_topic_score_codex":0.026283506,"about_ca_topic_score_gemma":0.05778497,"teacher_disagreement_score":0.9950543,"about_ca_system_score_codex":0.0023555537,"about_ca_system_score_gemma":0.0012889182,"threshold_uncertainty_score":0.052261055},"labels":[],"label_agreement":null},{"id":"W3004150426","doi":"10.22148/001c.11827","title":"Response by the Special Interest Group on Digital Literary Stylistics to Nan Z. Da's Study","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Stylistics; Alliance; Statement (logic); Special Interest Group; Interest group; Epistemology; Sociology; Political science; Linguistics; Philosophy; Politics; Law","score_opus":0.11116118933099015,"score_gpt":0.2785396355135806,"score_spread":0.16737844618259043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004150426","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006586656,0.0018221234,0.00018649193,0.95694375,0.038365647,0.00002565004,0.000054105483,0.000026258864,0.0019172842],"genre_scores_gemma":[0.012884025,0.0029699914,0.0007597477,0.9017476,0.046248373,0.00026707703,0.00015507595,0.00018037844,0.0347878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98775953,0.0040395777,0.00083037117,0.0017656749,0.0041664485,0.001438351],"domain_scores_gemma":[0.9384233,0.027927816,0.002492664,0.0022539839,0.016418433,0.012483887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017839344,0.0016801088,0.0020858857,0.002021856,0.010545025,0.0126896165,0.0032347483,0.028689412,0.011665935],"category_scores_gemma":[0.04229571,0.0009971034,0.001338864,0.0021886453,0.007138536,0.0091456575,0.010805587,0.03107761,0.005998408],"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":[0.000025648693,0.000012745127,0.00032498754,0.000058787144,0.000004969581,0.000096154676,0.0008853594,0.000018492781,0.00016579122,0.0026766357,0.99270576,0.0030245595],"study_design_scores_gemma":[0.000015022828,0.000017168555,0.00050231715,0.00014927209,0.0000064530295,0.00011812708,0.0025236423,0.00008719063,0.0001672012,0.0013931561,0.9949975,0.000022996754],"about_ca_topic_score_codex":0.006267054,"about_ca_topic_score_gemma":0.009064416,"teacher_disagreement_score":0.028689412,"about_ca_system_score_codex":0.0071634497,"about_ca_system_score_gemma":0.013161851,"threshold_uncertainty_score":0.094344616},"labels":[],"label_agreement":null},{"id":"W3004189244","doi":"10.22148/001c.11824","title":"Send us your null results","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"scientometrics and bibliometrics research","field":"Decision 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":"Replication (statistics); Null (SQL); Null hypothesis; Code (set theory); Statistical power; Econometrics; Computer science; Power (physics); Statistics; Data science; Mathematics; Data mining; Physics; Programming language","score_opus":0.7901292379649458,"score_gpt":0.6004316014343586,"score_spread":0.18969763653058724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004189244","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032808125,0.0023142856,0.079198115,0.21959472,0.1385275,0.0023849735,0.14307432,0.030888218,0.3512098],"genre_scores_gemma":[0.29136539,0.003456441,0.06608754,0.0767033,0.019371744,0.008006327,0.073374934,0.013231975,0.44840235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99066204,0.004036823,0.00080754474,0.0010640298,0.002591144,0.0008384965],"domain_scores_gemma":[0.90271777,0.056779735,0.004716702,0.01680539,0.015632356,0.0033481305],"candidate_categories":["metaresearch","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012452702,0.0015791098,0.0013059805,0.0031067939,0.002792193,0.006494214,0.0021849275,0.00568825,0.49479303],"category_scores_gemma":[0.16315131,0.00070013705,0.0020560767,0.0023587325,0.001361811,0.0038435243,0.0038056746,0.0047387993,0.29075652],"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":[0.00094352325,0.00013984347,0.004851913,0.0004404798,0.00013177269,0.00049887295,0.00039530956,0.00031521232,0.0002688283,0.01729997,0.9003764,0.07433788],"study_design_scores_gemma":[0.0011935803,0.0006777369,0.007635761,0.0016988984,0.00034587612,0.0030616855,0.0030494102,0.0028738717,0.004169272,0.12286587,0.8521091,0.00031904865],"about_ca_topic_score_codex":0.0011082656,"about_ca_topic_score_gemma":0.00077610655,"teacher_disagreement_score":0.9978151,"about_ca_system_score_codex":0.0010992477,"about_ca_system_score_gemma":0.0027978057,"threshold_uncertainty_score":0.72061646},"labels":[],"label_agreement":null},{"id":"W3004295495","doi":"10.22148/001c.11829","title":"On the perceived complexity of literature. A response to Nan Z. Da","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":13,"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":"Reductionism; Variance (accounting); Literary criticism; Epistemology; Sociology; Linguistics; Philosophy; Economics","score_opus":0.07676143944045041,"score_gpt":0.3253034171408474,"score_spread":0.24854197770039696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004295495","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039401205,0.0038003686,0.00013301504,0.98994243,0.004919623,0.0000037619916,0.000023775476,0.000010337414,0.0007725911],"genre_scores_gemma":[0.012097589,0.004577415,0.0005123787,0.9684254,0.010656457,0.000042033727,0.000030179706,0.0000686082,0.0035900797],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9876373,0.0052866978,0.00095868914,0.0020411264,0.0032801663,0.0007959881],"domain_scores_gemma":[0.89164627,0.08153684,0.004357274,0.0027577677,0.0135303615,0.006171548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013765807,0.0013216302,0.0019770232,0.0021160054,0.010687716,0.014971939,0.0032981606,0.025539372,0.0066182264],"category_scores_gemma":[0.06551142,0.000915264,0.000903907,0.0029089167,0.019528002,0.023793703,0.011362213,0.050710306,0.0025093108],"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":[0.00003167514,0.000015871947,0.00038803645,0.00013450612,0.000015656306,0.00019134463,0.007828004,0.00004157794,0.0001324799,0.017442452,0.96646,0.007318384],"study_design_scores_gemma":[0.000024278295,0.000022887421,0.0011332775,0.00081099366,0.000011888965,0.00068435684,0.01881252,0.00016200935,0.00017918885,0.02143895,0.9566278,0.000091772505],"about_ca_topic_score_codex":0.009142978,"about_ca_topic_score_gemma":0.0118873045,"teacher_disagreement_score":0.025539372,"about_ca_system_score_codex":0.006815816,"about_ca_system_score_gemma":0.0061076996,"threshold_uncertainty_score":0.07280147},"labels":[],"label_agreement":null},{"id":"W3004383240","doi":"10.22148/001c.11822","title":"Other people's data: humanities edition","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"Digital humanities; Process (computing); Raw data; Resource (disambiguation); Computer science; Digital curation; World Wide Web; Data science","score_opus":0.1393494022932569,"score_gpt":0.2780875505455687,"score_spread":0.13873814825231182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004383240","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004472275,0.0008262706,0.0026176588,0.0029143894,0.0029681912,0.00015602763,0.7820673,0.007533521,0.20046929],"genre_scores_gemma":[0.0064573986,0.0025422825,0.010233173,0.0028462845,0.0013810154,0.0011802046,0.70571035,0.014719221,0.25493017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737525,0.00037791286,0.00044746333,0.00037602475,0.0011633788,0.00026000486],"domain_scores_gemma":[0.9833535,0.0045180037,0.00078903174,0.0060460945,0.0042456966,0.0010477455],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039848997,0.0010304571,0.0009125128,0.010213758,0.0018177485,0.009727487,0.0015035614,0.0014127715,0.45028463],"category_scores_gemma":[0.02380534,0.0011501405,0.00072398805,0.02400159,0.0010021295,0.007855253,0.0046397867,0.003949496,0.46513492],"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":[0.000030711497,0.000009345011,0.00019447712,0.00019142662,0.000004704513,0.000023877798,0.00016780986,0.000020969943,0.00011251823,0.0029416713,0.9792915,0.017011099],"study_design_scores_gemma":[0.000005683538,0.0000015377174,0.00034041572,0.00009675915,0.0000013704159,0.000018986691,0.00008367803,0.000010608266,0.00008628964,0.0010781382,0.99827015,0.000006357252],"about_ca_topic_score_codex":0.008943743,"about_ca_topic_score_gemma":0.01376226,"teacher_disagreement_score":0.9984964,"about_ca_system_score_codex":0.0015569341,"about_ca_system_score_gemma":0.004432084,"threshold_uncertainty_score":0.78410226},"labels":[],"label_agreement":null},{"id":"W3004478131","doi":"10.22148/001c.11882","title":"Topic Modeling the Hàn diăn Ancient Classics (汉典古籍)","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","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":"College of Humanities and Social Sciences, United Arab Emirates University; Xi’an Jiaotong University; National Endowment for the Humanities","keywords":"Pinyin; Pronunciation; Topic model; Linguistics; Computer science; History; Natural language processing; Artificial intelligence; Chinese characters; Philosophy","score_opus":0.1623321213294615,"score_gpt":0.43606651150148973,"score_spread":0.2737343901720282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004478131","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3329178,0.0055239364,0.6369173,0.0037613218,0.00026100827,0.00030891478,0.0047397055,0.0010006843,0.014569262],"genre_scores_gemma":[0.88062453,0.0021876325,0.10212179,0.00018005386,0.0003105627,0.00039583922,0.0035862974,0.00017014008,0.010423242],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991685,0.0003528169,0.000048181526,0.000251315,0.000110091365,0.000069059904],"domain_scores_gemma":[0.9967884,0.0025336659,0.00013455223,0.00020502995,0.00025460336,0.000083738094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023604017,0.00049520377,0.0005411575,0.0019092162,0.00082800025,0.002365506,0.00094844773,0.00058585167,0.0022810553],"category_scores_gemma":[0.007486379,0.00030980253,0.00089180964,0.0029091062,0.0007588056,0.0019258747,0.00078430306,0.0008386907,0.00053602416],"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":[0.00051342335,0.00022846078,0.04812582,0.0009781626,0.0005652776,0.00096050656,0.011296394,0.23711127,0.004115537,0.28722012,0.03088236,0.37800273],"study_design_scores_gemma":[0.00003534621,0.00003842265,0.013910064,0.00008738923,0.00010255933,0.00022918776,0.0012377042,0.87770194,0.0013902683,0.07961053,0.025606224,0.0000503768],"about_ca_topic_score_codex":0.01637367,"about_ca_topic_score_gemma":0.012732858,"teacher_disagreement_score":0.01637367,"about_ca_system_score_codex":0.0012484185,"about_ca_system_score_gemma":0.001161172,"threshold_uncertainty_score":0.032556713},"labels":[],"label_agreement":null},{"id":"W3005998127","doi":"10.22148/16.034","title":"A BLAST-based, Language-agnostic Text Reuse Algorithm with a MARKUS Implementation and Sequence Alignment Optimized for Large Chinese Corpora","year":2019,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Natural Language Processing 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":"","keywords":"Computer science; Reuse; Natural language processing; Phrase; Sequence (biology); Artificial intelligence; Engineering","score_opus":0.011587360958005563,"score_gpt":0.3090124364441694,"score_spread":0.29742507548616387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005998127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07497234,0.0012284219,0.7125255,0.0005807053,0.00069078733,0.0014980449,0.01887269,0.17939287,0.010238719],"genre_scores_gemma":[0.060246382,0.0003611268,0.89324963,0.0002877522,0.000069429276,0.0012600374,0.02999623,0.008391843,0.006137557],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998014,0.00034958922,0.00026696213,0.00083234906,0.00037583732,0.00016131022],"domain_scores_gemma":[0.9983144,0.0005388206,0.00016939065,0.00040224887,0.0004556921,0.00011954309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002832057,0.0028661569,0.002179322,0.0029747356,0.0031082593,0.0022764737,0.002799159,0.0018079928,0.012937353],"category_scores_gemma":[0.007849076,0.0016979584,0.0019108097,0.0059376885,0.0009527617,0.0024325114,0.002236833,0.003262169,0.018239282],"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":[0.0041649416,0.0008601502,0.0111502,0.004060322,0.0011761625,0.0019538086,0.0028779337,0.010109292,0.30039865,0.013505395,0.14732836,0.5024148],"study_design_scores_gemma":[0.0014257352,0.0017829287,0.021882512,0.00046865852,0.0013823707,0.00553958,0.0020957699,0.36279774,0.30897424,0.029602483,0.26337075,0.0006772167],"about_ca_topic_score_codex":0.004480249,"about_ca_topic_score_gemma":0.013475975,"teacher_disagreement_score":0.012937353,"about_ca_system_score_codex":0.0011652336,"about_ca_system_score_gemma":0.0035929864,"threshold_uncertainty_score":0.043279827},"labels":[],"label_agreement":null},{"id":"W3008187175","doi":"10.22148/001c.12049","title":"The Social Lives of Books: Reading Victorian Literature on Goodreads","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Games and Media","field":"Social Sciences","cited_by":22,"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":"Popularity; Reading (process); Syllabus; Victorian literature; Sociology; Plot (graphics); Order (exchange); Media studies; History; Psychology; Literature; Pedagogy; Art; Social psychology; Political science; Law","score_opus":0.034029507757561826,"score_gpt":0.32027837498356765,"score_spread":0.28624886722600584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008187175","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":[0.96328807,0.0010987363,0.00062546396,0.001013836,0.000047136396,0.000026367368,0.00048618787,0.000031138265,0.03338303],"genre_scores_gemma":[0.98121935,0.00079560775,0.00059765065,0.00030952066,0.000049853494,0.000033654032,0.00039622048,0.00012062286,0.016477501],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99700314,0.0011934771,0.0001345191,0.00033841233,0.001011563,0.00031890738],"domain_scores_gemma":[0.9823673,0.009462341,0.0031147327,0.0008298135,0.0028605803,0.0013652539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017771197,0.00025160817,0.0005554291,0.006017361,0.005636622,0.007273829,0.0008778957,0.0009852983,0.005159241],"category_scores_gemma":[0.017897923,0.00048906746,0.00018025214,0.006671917,0.004521009,0.0047082007,0.0042546215,0.0015574285,0.0012479246],"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":[0.000028753197,0.000011676032,0.016087344,0.00014246175,0.0000084799485,0.00047944396,0.9676012,0.000013331701,0.0008804686,0.0011321317,0.0014264053,0.012188365],"study_design_scores_gemma":[0.0000018784418,0.000027561413,0.10359283,0.00037587847,0.000009376977,0.00043823803,0.80647075,0.00007954415,0.00054571364,0.0005755585,0.08783907,0.000043698263],"about_ca_topic_score_codex":0.055642866,"about_ca_topic_score_gemma":0.14250205,"teacher_disagreement_score":0.055642866,"about_ca_system_score_codex":0.0043969993,"about_ca_system_score_gemma":0.0018290264,"threshold_uncertainty_score":0.11063796},"labels":[],"label_agreement":null},{"id":"W3011762003","doi":"10.22148/001c.12266","title":"What’s in a Face? Gender representation of faces in Time, 1940s-1990s","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media, Gender, and Advertising","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":"Queen's University","funders":"State University of New York Polytechnic Institute; State University of New York","keywords":"Representation (politics); Face (sociological concept); Context (archaeology); Reading (process); Photography; History; Visual arts; Psychology; Art; Sociology; Politics; Linguistics; Social science; Political science; Philosophy","score_opus":0.12280218420559069,"score_gpt":0.37625489868433115,"score_spread":0.25345271447874046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011762003","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":[0.9745652,0.0013013044,0.0007973866,0.00047370163,0.00010273412,0.000015198091,0.0023921358,0.00001783291,0.020334452],"genre_scores_gemma":[0.9926367,0.00072659313,0.0008266273,0.00011137259,0.00012365064,0.000020412797,0.0011545965,0.000025790638,0.004374262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997788,0.000048197988,0.000015150255,0.000049170743,0.00005629759,0.000052484338],"domain_scores_gemma":[0.9990195,0.00034183258,0.00026306877,0.000066167806,0.00024760535,0.00006186179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000628737,0.00018197492,0.00011817011,0.003826297,0.0007571897,0.0015533979,0.00015130528,0.00027081923,0.0033930938],"category_scores_gemma":[0.0023837981,0.00008679909,0.00015316799,0.0021468848,0.000784543,0.0013847359,0.00077150343,0.00031442687,0.0006142854],"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":[0.0008707063,0.00007637334,0.40436676,0.0005359991,0.00007669712,0.0017284787,0.2768135,0.0003256994,0.025550477,0.014152737,0.022632802,0.25286976],"study_design_scores_gemma":[0.0000042011307,0.00004948841,0.8343088,0.00015591145,0.00003018624,0.0015859945,0.0771856,0.0003188894,0.0028216909,0.0017416433,0.0817647,0.0000329155],"about_ca_topic_score_codex":0.010496504,"about_ca_topic_score_gemma":0.020633304,"teacher_disagreement_score":0.010496504,"about_ca_system_score_codex":0.0006564404,"about_ca_system_score_gemma":0.00018309892,"threshold_uncertainty_score":0.020870805},"labels":[],"label_agreement":null},{"id":"W3011815798","doi":"10.22148/001c.12265","title":"Faces extracted from Time Magazine 1923-2014","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Face recognition and analysis","field":"Computer Science","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":"Queen's University","funders":"State University of New York Polytechnic Institute; State University of New York","keywords":"Metadata; Computer science; Sample (material); Raw data; Publishing; Artificial intelligence; Information retrieval; World Wide Web; Art","score_opus":0.026504282015613098,"score_gpt":0.24511915210157198,"score_spread":0.21861487008595887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011815798","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3895293,0.0015583413,0.0050209453,0.0005896284,0.0009656391,0.00036541864,0.55289066,0.0016391429,0.047440983],"genre_scores_gemma":[0.33212098,0.0007985591,0.011281117,0.00042577446,0.0006429077,0.0007888647,0.6278828,0.00027057756,0.025788493],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9994911,0.000044791315,0.000033856755,0.00010774164,0.00022951499,0.00009297552],"domain_scores_gemma":[0.998796,0.00018432263,0.00014249679,0.0001907549,0.0005981207,0.00008831304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031322354,0.000464493,0.00033278664,0.0022216716,0.00057240826,0.0005415017,0.00031708862,0.00039793702,0.009470233],"category_scores_gemma":[0.0021411905,0.000100747806,0.0002566071,0.0020042383,0.00022317408,0.0005497086,0.0005933331,0.00037966625,0.007196523],"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":[0.0010235829,0.0004022389,0.0699225,0.00076909555,0.000082280254,0.0014376182,0.0018158793,0.0011726551,0.02492764,0.0015270289,0.63204265,0.26487678],"study_design_scores_gemma":[0.000030431589,0.0001824529,0.526024,0.00021359211,0.00004762097,0.0022261627,0.0029553142,0.0022768138,0.014501208,0.0008561886,0.45058382,0.000102427846],"about_ca_topic_score_codex":0.008785929,"about_ca_topic_score_gemma":0.021718852,"teacher_disagreement_score":0.009470233,"about_ca_system_score_codex":0.0004368811,"about_ca_system_score_gemma":0.00041679497,"threshold_uncertainty_score":0.03168106},"labels":[],"label_agreement":null},{"id":"W3016176758","doi":"10.22148/001c.12556","title":"Dramatic Structure and Social Status in Shakespeare’s Plays","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Narrative; Tragedy (event); Narrative structure; Pyramid (geometry); Literature; Social structure; Scale (ratio); History; Sociology; Art; Politics; Geography; Political science; Mathematics; Law; Cartography","score_opus":0.032988609329113426,"score_gpt":0.30749944021815256,"score_spread":0.27451083088903916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016176758","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":[0.8216184,0.001085144,0.002268602,0.0010464569,0.00006540424,0.000024804085,0.00010199512,0.000025183956,0.17376396],"genre_scores_gemma":[0.99583685,0.00015729813,0.00034751787,0.00002693174,0.000010738575,0.0000067264727,0.000045424506,0.000011653946,0.0035569333],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991665,0.00038865485,0.000036917398,0.000084213214,0.00019818787,0.00012554938],"domain_scores_gemma":[0.99819475,0.000810233,0.00039762448,0.00007598681,0.0002493373,0.00027211144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008860037,0.00032184992,0.00020687388,0.0026681267,0.004102329,0.0063473694,0.00036280326,0.00056471373,0.0056171697],"category_scores_gemma":[0.0051523834,0.00018897883,0.0001251079,0.0014533665,0.007934476,0.0039471295,0.0027995862,0.0008760389,0.00047482076],"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":[0.00017049052,0.00008533371,0.04287061,0.00018424333,0.000040667113,0.0011283252,0.7277337,0.00021397806,0.0029428678,0.19125536,0.0025131218,0.03086126],"study_design_scores_gemma":[0.000025578725,0.00015347292,0.14528348,0.00030997474,0.000037472248,0.000831886,0.7215985,0.0007098621,0.001207924,0.040719952,0.08905794,0.000063991494],"about_ca_topic_score_codex":0.009155324,"about_ca_topic_score_gemma":0.017924981,"teacher_disagreement_score":0.009155324,"about_ca_system_score_codex":0.00196961,"about_ca_system_score_gemma":0.00071985467,"threshold_uncertainty_score":0.018791318},"labels":[],"label_agreement":null},{"id":"W3040858410","doi":"10.22148/001c.13680","title":"Like Two Pis in a Pod: Author Similarity Across Time in the Ancient Greek Corpus","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":7,"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":"Alfred P. Sloan Foundation; National Science Foundation","keywords":"Similarity (geometry); Divergence (linguistics); Focus (optics); Imitation; Range (aeronautics); Natural language processing; Reading (process); Feature (linguistics); Linguistics; Computer science; Artificial intelligence; History; Psychology","score_opus":0.08545780393490782,"score_gpt":0.3457816242500205,"score_spread":0.2603238203151127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040858410","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":[0.9879459,0.00080409163,0.0020798838,0.00021701015,0.00006762374,0.00002784063,0.003603871,0.00008194748,0.005171844],"genre_scores_gemma":[0.98117644,0.00039682386,0.0057244115,0.000051150786,0.000049042832,0.00007327032,0.010050297,0.000076945864,0.0024016376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900454,0.0003492129,0.00016255015,0.00021749416,0.00021645415,0.000049722723],"domain_scores_gemma":[0.98964745,0.0070692203,0.0010537799,0.0010831226,0.00087562867,0.00027089877],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0012125064,0.0001863318,0.00025637698,0.0046346737,0.0010385113,0.0013746644,0.0002837037,0.00046178213,0.0017766384],"category_scores_gemma":[0.013897053,0.00010740937,0.0001611713,0.006446868,0.0010338564,0.0014218674,0.0012894112,0.00047120333,0.0006740511],"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":[0.001358796,0.00044505007,0.43133578,0.0021740817,0.00028274537,0.004049053,0.104862824,0.005400187,0.020230623,0.020293314,0.03867621,0.37089136],"study_design_scores_gemma":[0.00010505489,0.00014368491,0.7394413,0.00048291293,0.00012519115,0.0050061657,0.03519248,0.020318335,0.008373646,0.012437415,0.17825389,0.00011996317],"about_ca_topic_score_codex":0.0018398524,"about_ca_topic_score_gemma":0.004118424,"teacher_disagreement_score":0.9953653,"about_ca_system_score_codex":0.0004381333,"about_ca_system_score_gemma":0.00034181442,"threshold_uncertainty_score":0.0064124465},"labels":[],"label_agreement":null},{"id":"W3044340157","doi":"10.22148/001c.14112","title":"Familial Places in Jim Crow Spaces: Kinship, Demography, and the Color Line in William Faulkner’s Yoknapatawpha County","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"American Environmental and Regional History","field":"Environmental 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":"National Endowment for the Humanities","keywords":"Kinship; Context (archaeology); Scholarship; White (mutation); Metaphor; Anthropology; Genealogy; Agency (philosophy); Sociology; History; Ethnology; Media studies; Social science; Law; Archaeology; Political science","score_opus":0.0162316207879963,"score_gpt":0.22140808599488374,"score_spread":0.20517646520688743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044340157","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":[0.9629267,0.00054795726,0.00044561503,0.0030611828,0.00004935546,0.000008179927,0.000044378063,0.000012336912,0.0329043],"genre_scores_gemma":[0.99539953,0.00018562276,0.00017219703,0.00010973196,0.000009825287,0.0000051574857,0.000015203633,0.00000739128,0.004095356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994134,0.00031055612,0.000007995683,0.00007505474,0.00005558515,0.00013745169],"domain_scores_gemma":[0.9991497,0.0003774471,0.00011228149,0.000052166757,0.000068557725,0.00023976144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057353463,0.00012543364,0.0001667577,0.0010870099,0.012135377,0.0036081378,0.00056618993,0.0004983893,0.003396201],"category_scores_gemma":[0.0017572138,0.00018254877,0.00006835967,0.00119989,0.005866626,0.0018198469,0.0029968496,0.0012219313,0.00018842536],"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":[0.000028954939,0.000036429916,0.0143179,0.00001988655,0.0000059750637,0.001076042,0.9370064,0.00007175252,0.0002449457,0.01671285,0.006306023,0.024172809],"study_design_scores_gemma":[0.0000022307602,0.000021729971,0.035232548,0.0000689223,0.0000076275446,0.00037876118,0.86344135,0.00009918945,0.00018347494,0.003387811,0.09715926,0.000017118202],"about_ca_topic_score_codex":0.098955706,"about_ca_topic_score_gemma":0.3094334,"teacher_disagreement_score":0.098955706,"about_ca_system_score_codex":0.0032009096,"about_ca_system_score_gemma":0.0014902736,"threshold_uncertainty_score":0.1967594},"labels":[],"label_agreement":null},{"id":"W3085332162","doi":"10.22148/001c.17212","title":"Can GPT-3 Pass a Writer’s Turing Test?","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":205,"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; Turing test; Heuristic; Field (mathematics); Grammar; Test (biology); Artificial intelligence; Scale (ratio); Language model; Natural language processing; Natural language; Turing; Language identification; Programming language; Linguistics; Mathematics","score_opus":0.04380876233099833,"score_gpt":0.26081456624981286,"score_spread":0.21700580391881452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085332162","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021453463,0.013795993,0.2102687,0.5001205,0.02971779,0.0005170859,0.003859173,0.015597054,0.20467009],"genre_scores_gemma":[0.32952046,0.012928144,0.33110937,0.11804743,0.013469206,0.0024678772,0.009113978,0.014311509,0.169032],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9858576,0.0057392297,0.0007556164,0.002436464,0.003993981,0.0012171479],"domain_scores_gemma":[0.9410293,0.03246045,0.0011844895,0.0113745695,0.010954215,0.002997007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024069387,0.0015930071,0.0014546923,0.0013545771,0.0041588913,0.0076743523,0.0034087256,0.0048795394,0.027019568],"category_scores_gemma":[0.12705348,0.00069777603,0.0017776393,0.0012201518,0.007660642,0.017986394,0.0057341135,0.008590098,0.037452307],"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":[0.00031417806,0.00013185084,0.0016017396,0.00033549368,0.00009748532,0.00026039034,0.0007503344,0.0021727597,0.0005613537,0.21666816,0.5968908,0.18021545],"study_design_scores_gemma":[0.00013883234,0.0002251583,0.0008551439,0.0004568344,0.000055796958,0.00049347384,0.0004926056,0.009401583,0.0026238558,0.44084325,0.5442974,0.00011610645],"about_ca_topic_score_codex":0.0027952166,"about_ca_topic_score_gemma":0.002339252,"teacher_disagreement_score":0.027019568,"about_ca_system_score_codex":0.0024332416,"about_ca_system_score_gemma":0.0050029326,"threshold_uncertainty_score":0.12729257},"labels":[],"label_agreement":null},{"id":"W3091866587","doi":"10.22148/001c.17585","title":"Divergence and the Complexity of Difference in Text and Culture","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":12,"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":"John Templeton Foundation","keywords":"Divergence (linguistics); Operationalization; Metaphor; Rhetorical question; Darwin (ADL); Function (biology); Epistemology; Computer science; Linguistics; Construal level theory; Sociology; Philosophy; Social science; Evolutionary biology","score_opus":0.06567579411856664,"score_gpt":0.3085290246590696,"score_spread":0.24285323054050298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091866587","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":[0.64069146,0.010985681,0.22703977,0.015650894,0.00070578186,0.00024400777,0.0013529006,0.00041688574,0.10291262],"genre_scores_gemma":[0.97878313,0.0008266862,0.017994266,0.00040468856,0.00019360118,0.00016190339,0.00026881325,0.0000973928,0.0012694794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97423434,0.012919596,0.0022458408,0.0037846938,0.006101069,0.0007144568],"domain_scores_gemma":[0.8920442,0.08340787,0.008636674,0.007953231,0.0063447184,0.0016133394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01358716,0.0005350969,0.0010701077,0.008728098,0.0030072408,0.012680831,0.0015084083,0.0016944153,0.0034363512],"category_scores_gemma":[0.10820325,0.00047264106,0.00076156855,0.008130609,0.02316382,0.026452651,0.008156106,0.0025717951,0.00041092298],"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":[0.00026413097,0.00004789501,0.016169157,0.00084537297,0.00022129179,0.0005814412,0.07855598,0.0032223095,0.002304279,0.8136673,0.0015164735,0.0826044],"study_design_scores_gemma":[0.000028623535,0.000058218524,0.011951843,0.00023508519,0.00004592841,0.0004134527,0.016888298,0.0037314866,0.0008139197,0.9520684,0.013672088,0.000092553644],"about_ca_topic_score_codex":0.0016804098,"about_ca_topic_score_gemma":0.0009011543,"teacher_disagreement_score":0.01358716,"about_ca_system_score_codex":0.004595399,"about_ca_system_score_gemma":0.0014804277,"threshold_uncertainty_score":0.07185662},"labels":[],"label_agreement":null},{"id":"W3106923209","doi":"10.22148/001c.18120","title":"A Computational Approach to Urban Space in Science Fiction","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","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":"Space (punctuation); Techno-thriller; Fiction theory; Point (geometry); Urban space; Urban planning; Literary fiction; Geography; Computer science; Regional science; Mathematics; Literature; Art; Literary criticism; Engineering; Civil engineering","score_opus":0.0469397853434405,"score_gpt":0.3225254073441537,"score_spread":0.2755856220007132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106923209","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":[0.49083716,0.003889527,0.40381658,0.0075652106,0.00025258126,0.00026825836,0.0051260977,0.0007227099,0.08752198],"genre_scores_gemma":[0.9403416,0.0005202097,0.054676138,0.00012256402,0.00010162377,0.00017361628,0.0014158281,0.00005324971,0.0025950687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827194,0.0010294261,0.0000650648,0.00025448282,0.00026090085,0.00011817712],"domain_scores_gemma":[0.98927444,0.009051862,0.00068376935,0.0005337149,0.0003167435,0.00013943874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010331313,0.00037392374,0.00041865557,0.0075579667,0.0018281789,0.0055823997,0.0010534759,0.0007939647,0.0052170516],"category_scores_gemma":[0.009352501,0.00033972695,0.0012562225,0.008343038,0.0045644585,0.005498693,0.0030505862,0.0009270705,0.00052387756],"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":[0.00013872187,0.00011787844,0.04947281,0.0006814377,0.00016134646,0.00047924332,0.015205744,0.056386847,0.00087163947,0.79098964,0.006227957,0.07926686],"study_design_scores_gemma":[0.00003025308,0.00007401392,0.054310314,0.00037334044,0.00009723734,0.00094856153,0.03354256,0.37962556,0.0014302515,0.42899102,0.1004607,0.00011626182],"about_ca_topic_score_codex":0.012425166,"about_ca_topic_score_gemma":0.0135208685,"teacher_disagreement_score":0.012425166,"about_ca_system_score_codex":0.0029601255,"about_ca_system_score_gemma":0.001273181,"threshold_uncertainty_score":0.024705648},"labels":[],"label_agreement":null},{"id":"W3113041327","doi":"10.22148/001c.18238","title":"Sermons as data: Introducing a corpus of 11,955 Danish sermons","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media, Religion, Digital Communication","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":"Danish; Sermon; Corpus linguistics; Metadata; Agency (philosophy); Field (mathematics); Sociology; Resource (disambiguation); Linguistics; Social science; Computer science; Philosophy; World Wide Web; Theology","score_opus":0.12887272772949065,"score_gpt":0.29618114165925435,"score_spread":0.1673084139297637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113041327","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4766319,0.019036613,0.038561698,0.0049596243,0.0035815586,0.0027578154,0.34251317,0.00088387966,0.11107381],"genre_scores_gemma":[0.55654585,0.0060054082,0.09427436,0.0011741803,0.00044007332,0.0040158234,0.31197926,0.0010489167,0.024516148],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99603254,0.0015220311,0.0007418155,0.0008140011,0.00068105024,0.00020854302],"domain_scores_gemma":[0.9887601,0.0070710513,0.00082060555,0.001400776,0.0015318237,0.00041567927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004768777,0.0004261224,0.0004785602,0.0076747234,0.00359931,0.0033991265,0.0012326181,0.001305427,0.0074637122],"category_scores_gemma":[0.015662678,0.00040826917,0.00037775366,0.0074741193,0.002219923,0.0017816153,0.0036513053,0.0010320004,0.0030428215],"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":[0.0010542509,0.0005946299,0.069502756,0.014604028,0.00029394825,0.011963771,0.25378275,0.0033034997,0.030734537,0.07440994,0.30972973,0.23002622],"study_design_scores_gemma":[0.000031256197,0.000026195301,0.03665991,0.0011660713,0.000045724122,0.00070832716,0.037312217,0.00047926945,0.0023064201,0.0024191681,0.91878307,0.00006230031],"about_ca_topic_score_codex":0.015606495,"about_ca_topic_score_gemma":0.04732124,"teacher_disagreement_score":0.015606495,"about_ca_system_score_codex":0.0021620193,"about_ca_system_score_gemma":0.0035063645,"threshold_uncertainty_score":0.03103131},"labels":[],"label_agreement":null},{"id":"W3117881903","doi":"10.22148/001c.18509","title":"Representing Race and Ethnicity in American Fiction, 1789-1920","year":2020,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":23,"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":"Racialization; Ethnic group; Writ; Race (biology); Gender studies; Representation (politics); Sociology; The Imaginary; Historicity (philosophy); Psychology; Political science; Anthropology","score_opus":0.04070182394424551,"score_gpt":0.27458966544404423,"score_spread":0.23388784149979872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117881903","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":[0.7081835,0.015195119,0.0023966392,0.017721105,0.0023340897,0.00004803448,0.0016410724,0.00011808724,0.25236228],"genre_scores_gemma":[0.97126323,0.004134051,0.0012754482,0.0012196543,0.0007072986,0.000042435306,0.00056366867,0.00012527073,0.020669034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988084,0.0005995027,0.000047394024,0.00014860273,0.00027549616,0.000120595825],"domain_scores_gemma":[0.996064,0.0026756562,0.00029359406,0.00020556361,0.00059298065,0.00016818078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027881346,0.00032016422,0.00023682373,0.0053136265,0.009177702,0.007186732,0.00053620455,0.0009996331,0.0028201484],"category_scores_gemma":[0.005656759,0.00019441936,0.00013547724,0.004106909,0.010126143,0.004169916,0.002508269,0.0014772451,0.00049737416],"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":[0.00008776444,0.000026362974,0.0033189494,0.00020740021,0.00000962497,0.00061546895,0.84893715,0.000082404295,0.0011624971,0.09732262,0.020271756,0.027957965],"study_design_scores_gemma":[0.0000057586017,0.000016812744,0.009910179,0.00039999274,0.000013536876,0.00044200843,0.25742805,0.00016566087,0.0011596055,0.00765697,0.7227774,0.000024104262],"about_ca_topic_score_codex":0.017660405,"about_ca_topic_score_gemma":0.038687337,"teacher_disagreement_score":0.017660405,"about_ca_system_score_codex":0.0070654443,"about_ca_system_score_gemma":0.0020135744,"threshold_uncertainty_score":0.05126363},"labels":[],"label_agreement":null},{"id":"W3123995752","doi":"10.22148/001c.18841","title":"Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":19,"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 Science Foundation","keywords":"Newspaper; Scholarship; Vanguard; Credence; Politics; History; Argument (complex analysis); Sociology; Media studies; Political science; Law; Computer science","score_opus":0.041766873716279955,"score_gpt":0.339984818055101,"score_spread":0.29821794433882104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123995752","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":[0.9367682,0.0009196744,0.051184222,0.0018111338,0.00008049641,0.000115078044,0.0025212544,0.00035208574,0.00624789],"genre_scores_gemma":[0.9794302,0.00029494372,0.015520817,0.00015389622,0.00005196914,0.00017530103,0.0023092548,0.00006906006,0.0019946091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99899477,0.0005282716,0.00004473894,0.00027085393,0.000075847805,0.00008543827],"domain_scores_gemma":[0.9885754,0.009886351,0.0007341509,0.00030909994,0.00031233992,0.00018270756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002277491,0.00055867695,0.00041212086,0.003018766,0.0009113954,0.0021155977,0.0010892743,0.0016076074,0.0028143118],"category_scores_gemma":[0.016599132,0.00045024112,0.00094792247,0.0031462484,0.0013614239,0.003646361,0.0013927374,0.0017106876,0.00062268943],"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":[0.00077578967,0.00062774273,0.18276411,0.00038389539,0.00041298592,0.0010415921,0.010243334,0.659839,0.0025290807,0.05351093,0.006503901,0.08136769],"study_design_scores_gemma":[0.000021634958,0.000028410806,0.008597782,0.000027697726,0.000034332814,0.00006192047,0.00081439165,0.9706166,0.00023904104,0.016818693,0.0027224792,0.000017066386],"about_ca_topic_score_codex":0.032395966,"about_ca_topic_score_gemma":0.033435006,"teacher_disagreement_score":0.032395966,"about_ca_system_score_codex":0.0019306199,"about_ca_system_score_gemma":0.0005011031,"threshold_uncertainty_score":0.0644148},"labels":[],"label_agreement":null},{"id":"W3129389071","doi":"10.22148/001c.21182","title":"Cultural Capitals: Modeling Minor European Literature","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Translation Studies and Practices","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","funders":"","keywords":"Minor (academic); Hierarchy; German; History; Media studies; Literature; Sociology; Political science; Art; Law","score_opus":0.09238203772860684,"score_gpt":0.2961933228713019,"score_spread":0.20381128514269506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129389071","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":[0.974568,0.000420287,0.012889999,0.0008591935,0.000014854738,0.00004370895,0.0004816184,0.00009984615,0.010622483],"genre_scores_gemma":[0.9940064,0.00016196503,0.0043603755,0.00005046649,0.000010063981,0.000044870245,0.00035399955,0.000025535348,0.0009861917],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993339,0.00033466387,0.000022951708,0.00016704692,0.000054379798,0.00008706856],"domain_scores_gemma":[0.9942696,0.004114611,0.0006218144,0.00037287644,0.0002506805,0.00037047043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019999356,0.00039296862,0.00056049327,0.0021982223,0.0011947687,0.004177895,0.0012321539,0.00088841125,0.0033712669],"category_scores_gemma":[0.014562735,0.0003235068,0.0007777113,0.0031001272,0.0018051855,0.0028176513,0.002277699,0.00090420205,0.00036448528],"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":[0.00050775794,0.00053010654,0.22393009,0.00016334528,0.00026942592,0.0006108709,0.011135546,0.5428519,0.0007050338,0.17673682,0.0032479092,0.03931124],"study_design_scores_gemma":[0.000060148956,0.00005373459,0.01994621,0.000054463173,0.00005889137,0.00011840029,0.0037094322,0.90628517,0.00020369625,0.063377,0.006107517,0.00002536643],"about_ca_topic_score_codex":0.044786654,"about_ca_topic_score_gemma":0.031169748,"teacher_disagreement_score":0.044786654,"about_ca_system_score_codex":0.0025090422,"about_ca_system_score_gemma":0.0012897367,"threshold_uncertainty_score":0.08905196},"labels":[],"label_agreement":null},{"id":"W3133718336","doi":"10.22148/001c.21374","title":"Images of the arXiv: Reconfiguring large scientific image datasets","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Data Visualization and Analytics","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":"Computer science; Metadata; Data science; Set (abstract data type); Representation (politics); Point (geometry); Range (aeronautics); Information retrieval; Scientific literature; World Wide Web","score_opus":0.03356266331921172,"score_gpt":0.30702755598187076,"score_spread":0.27346489266265905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133718336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2415447,0.006299646,0.30160615,0.013065709,0.0036609026,0.001844972,0.28128505,0.10761193,0.043080963],"genre_scores_gemma":[0.3109386,0.0018795292,0.4670368,0.0010437579,0.0007057901,0.00091780286,0.20389864,0.009587163,0.0039918884],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997656,0.000760769,0.00021191777,0.00058060896,0.00060786394,0.00018287574],"domain_scores_gemma":[0.9875136,0.003896684,0.0008510986,0.004765045,0.0021231018,0.000850439],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0037934373,0.00073983375,0.00059063523,0.009147221,0.0010298353,0.0047748797,0.0020020066,0.001148698,0.0050134873],"category_scores_gemma":[0.026695276,0.0005226476,0.0012039831,0.008337064,0.0013964111,0.006795729,0.0050708367,0.001966302,0.0038630094],"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":[0.0009079184,0.0005634354,0.039448615,0.0022109933,0.00035314477,0.00084008405,0.008394603,0.012787588,0.013558509,0.04580446,0.4356865,0.4394441],"study_design_scores_gemma":[0.00017826,0.0002286966,0.039747003,0.0004855548,0.00012698186,0.0008313045,0.008848199,0.094435744,0.022671163,0.1061299,0.7260272,0.00029008085],"about_ca_topic_score_codex":0.0056917495,"about_ca_topic_score_gemma":0.012888189,"teacher_disagreement_score":0.9908528,"about_ca_system_score_codex":0.0012440527,"about_ca_system_score_gemma":0.0012195256,"threshold_uncertainty_score":0.02006185},"labels":[],"label_agreement":null},{"id":"W3137867769","doi":"10.22148/001c.21599","title":"Measuring Canonicity: Graduate Reading Lists in Departments of Hispanic Studies","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Gender Diversity and Inequality","field":"Social Sciences","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":"Diversity (politics); Dominance (genetics); Computer science; Reading (process); Graduate students; Measure (data warehouse); Psychology; Mathematics education; Natural language processing; Sociology; Linguistics; Pedagogy; Data mining; Biology; Anthropology","score_opus":0.4901887461836222,"score_gpt":0.39634176886769973,"score_spread":0.09384697731592245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137867769","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":[0.97697586,0.00015023293,0.0022251583,0.00032996995,0.000046598212,0.00014097485,0.0011339197,0.00008051648,0.018916808],"genre_scores_gemma":[0.992148,0.00010217752,0.0027783446,0.00009715133,0.000055175966,0.00027015916,0.001493607,0.00004791952,0.0030074331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955598,0.0014328056,0.00041867603,0.00058481545,0.0015475856,0.0004562686],"domain_scores_gemma":[0.9550979,0.011650379,0.01200603,0.003056524,0.014381208,0.0038079214],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0066368547,0.00028570936,0.0003140907,0.009132288,0.0026141775,0.003615412,0.0010265704,0.0005316287,0.004987662],"category_scores_gemma":[0.043361884,0.00019672548,0.0002517219,0.00900097,0.0016668309,0.0026865131,0.0037963216,0.0009687657,0.0011090873],"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":[0.00013780229,0.00022028829,0.8933849,0.0000735289,0.00002997005,0.00005548654,0.030024676,0.00014161771,0.0008928111,0.0017181719,0.002632221,0.07068847],"study_design_scores_gemma":[0.000006142698,0.000080863814,0.9592529,0.000032233143,0.000008237032,0.000033547993,0.033508234,0.00019352192,0.0008667275,0.0006773993,0.0053178836,0.000022318858],"about_ca_topic_score_codex":0.010388378,"about_ca_topic_score_gemma":0.022425588,"teacher_disagreement_score":0.99086773,"about_ca_system_score_codex":0.0023265092,"about_ca_system_score_gemma":0.0022730508,"threshold_uncertainty_score":0.035099506},"labels":[],"label_agreement":null},{"id":"W3151065226","doi":"10.22148/001c.21993","title":"Imaginative Networks: Tracing Connections Among Early Modern Book Dedications","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Politics; Popularity; Centrality; Literature; History; Classics; Law; Art; Political science","score_opus":0.03109520831080825,"score_gpt":0.29509826779773196,"score_spread":0.2640030594869237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151065226","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":[0.889075,0.0020327945,0.065937586,0.0016819262,0.00007315283,0.00006272531,0.0016038304,0.00020669794,0.039326448],"genre_scores_gemma":[0.9817472,0.0004963222,0.014401285,0.00005269622,0.000028676272,0.00004709423,0.00073547446,0.00006168926,0.0024295214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990563,0.00046054285,0.00003469797,0.00019868338,0.00017688733,0.00007295698],"domain_scores_gemma":[0.990807,0.005666559,0.0016678714,0.0007305156,0.00073582534,0.00039224763],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0012158742,0.00025774087,0.0001671458,0.0057099992,0.0011494566,0.0026024822,0.0006293782,0.0005477408,0.002328591],"category_scores_gemma":[0.0140093295,0.00022723417,0.0001763028,0.0053802845,0.0015822434,0.005635465,0.0020162219,0.00072615326,0.00047906977],"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":[0.000279242,0.00012085651,0.30167836,0.0004081519,0.0001399127,0.0009949063,0.15244403,0.008270001,0.005643525,0.28359896,0.011908546,0.23451349],"study_design_scores_gemma":[0.000019668998,0.00009715411,0.30400446,0.0006073256,0.00012074155,0.0018340386,0.101573616,0.08661968,0.0058503156,0.26052594,0.23861712,0.0001298752],"about_ca_topic_score_codex":0.0047003618,"about_ca_topic_score_gemma":0.0084667,"teacher_disagreement_score":0.99429,"about_ca_system_score_codex":0.0013909043,"about_ca_system_score_gemma":0.00040898612,"threshold_uncertainty_score":0.010091782},"labels":[],"label_agreement":null},{"id":"W3152040157","doi":"10.22148/001c.22086","title":"An Institutional Perspective on Genres: Generic Subtitles in German Literature from 1500-2020","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Advanced Text Analysis Techniques","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":"Perspective (graphical); German; Relation (database); Computer science; Poetry; Field (mathematics); Linguistics; Artificial intelligence; Philosophy","score_opus":0.018246796622688802,"score_gpt":0.32749123006626346,"score_spread":0.30924443344357466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152040157","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":[0.9393314,0.0060044457,0.0024895382,0.00047987397,0.000038704646,0.00007717448,0.032529887,0.0001242858,0.01892452],"genre_scores_gemma":[0.9708803,0.0023778104,0.0026720564,0.000050944927,0.000027996648,0.000081262544,0.02069962,0.000042941843,0.0031670507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990845,0.00011148556,0.000154126,0.00024562393,0.00026071607,0.00014354552],"domain_scores_gemma":[0.9950334,0.0014761738,0.0018023249,0.00048582852,0.0009211171,0.00028127417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013623727,0.00026204114,0.00029029918,0.022236777,0.00056482654,0.0033634843,0.0004991443,0.00033827938,0.0031194345],"category_scores_gemma":[0.005649991,0.00018224928,0.00024757563,0.026470494,0.00095074804,0.002562289,0.0016261456,0.00033971673,0.0011685954],"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":[0.00042614265,0.00010902143,0.5374836,0.0021232842,0.00021164306,0.0018737245,0.048922047,0.0033285732,0.0058747595,0.034714278,0.01902381,0.34590915],"study_design_scores_gemma":[0.000007464709,0.000050172093,0.8674776,0.00040611424,0.000078986144,0.0005511357,0.017497042,0.001366903,0.0019836288,0.0037176197,0.10682167,0.000041721258],"about_ca_topic_score_codex":0.014783873,"about_ca_topic_score_gemma":0.028331181,"teacher_disagreement_score":0.022236777,"about_ca_system_score_codex":0.0019133986,"about_ca_system_score_gemma":0.0008478537,"threshold_uncertainty_score":0.02939564},"labels":[],"label_agreement":null},{"id":"W3153487356","doi":"10.22148/001c.22330","title":"The Asian American Literature We’ve Constructed","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Asian Culture and Media Studies","field":"Social Sciences","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":"Scholarship; Asian americans; Gender studies; Conflation; History; Chinese americans; American literature; Hegemony; Ethnic group; Literary criticism; Asian studies; Rhetoric; Sociology; Political science; Literature; Anthropology; Law; China; Art; Epistemology; Linguistics","score_opus":0.01652242526843748,"score_gpt":0.3165288529940538,"score_spread":0.3000064277256163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153487356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44585922,0.014817637,0.00600108,0.023201775,0.0018002348,0.00021773548,0.0027954564,0.00027394193,0.5050329],"genre_scores_gemma":[0.9050597,0.018921278,0.012095788,0.0075338273,0.0010658498,0.00042678413,0.003595249,0.0003170588,0.05098462],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99784756,0.00074114086,0.00017595902,0.00027611657,0.00073998974,0.00021922965],"domain_scores_gemma":[0.9926185,0.0021573084,0.0010100123,0.00079127826,0.0025190578,0.00090378016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036432028,0.00055501366,0.00038426826,0.009770192,0.009832544,0.009049233,0.0009112574,0.0005537967,0.011674773],"category_scores_gemma":[0.008392461,0.0002546466,0.00033992942,0.014749421,0.0056480966,0.007458221,0.0045656697,0.0022747903,0.0030429936],"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":[0.000057931604,0.00016900752,0.052153878,0.0010113824,0.00006635401,0.0015586691,0.42554593,0.00017017152,0.0024260217,0.26255974,0.049559526,0.20472135],"study_design_scores_gemma":[0.000004635025,0.000025681089,0.021267327,0.0010860467,0.000044976012,0.0005412045,0.21921661,0.00015786808,0.00082610844,0.014048436,0.74274373,0.000037365022],"about_ca_topic_score_codex":0.009507557,"about_ca_topic_score_gemma":0.015293424,"teacher_disagreement_score":0.011674773,"about_ca_system_score_codex":0.0027358828,"about_ca_system_score_gemma":0.005586353,"threshold_uncertainty_score":0.039055943},"labels":[],"label_agreement":null},{"id":"W3153509735","doi":"10.22148/001c.22220","title":"Content-Era Ethics","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Misinformation and Its Impacts","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":"Anecdote; The arts; Content (measure theory); Sociology; Media studies; Digital media; Digital content; Criticism; Perspective (graphical); Argument (complex analysis); Aesthetics; Literature; Law; Art; Political science; Visual arts","score_opus":0.24935973582751333,"score_gpt":0.4165319943597316,"score_spread":0.16717225853221826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153509735","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004156729,0.0060668895,0.045432366,0.08572221,0.0024708628,0.00016271225,0.00027571118,0.00020330423,0.85550916],"genre_scores_gemma":[0.51669914,0.008500184,0.038687687,0.07258209,0.008707488,0.0013904141,0.0004733116,0.0010971036,0.3518626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9754024,0.014122796,0.00096097216,0.003226491,0.0051137772,0.0011735703],"domain_scores_gemma":[0.9802076,0.010997675,0.0009014868,0.0038407485,0.0031900888,0.0008623041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014781679,0.0008434228,0.0006283763,0.0022739,0.007359048,0.018866403,0.0019082478,0.008943845,0.01608913],"category_scores_gemma":[0.03079544,0.00049113634,0.0006646915,0.0018468896,0.038234975,0.019027464,0.0079921745,0.007843642,0.00742079],"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":[0.0000037724926,0.0000040586265,0.00005890174,0.00002820124,0.0000023839941,0.000021235488,0.0014701897,0.000042254447,0.000039795166,0.985892,0.008951646,0.0034854072],"study_design_scores_gemma":[0.000006873269,0.000008975134,0.000105694504,0.00022179887,0.000004300694,0.00010657764,0.001326406,0.0002573389,0.0002224249,0.49523053,0.50249946,0.000009648014],"about_ca_topic_score_codex":0.002266329,"about_ca_topic_score_gemma":0.0015075353,"teacher_disagreement_score":0.018866403,"about_ca_system_score_codex":0.0075626685,"about_ca_system_score_gemma":0.006560473,"threshold_uncertainty_score":0.078173935},"labels":[],"label_agreement":null},{"id":"W3153523203","doi":"10.22148/001c.22335","title":"Introduction: Contemporary Culture After Data Science","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"McGill University","funders":"","keywords":"Affordance; Analytics; Sociology; Cultural analytics; Data science; Epistemology; Social science; Computer science; Human–computer interaction; World Wide Web; Philosophy; The Internet","score_opus":0.12326729342130129,"score_gpt":0.28908285481989715,"score_spread":0.16581556139859588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153523203","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004864044,0.14324474,0.01562554,0.538807,0.08797035,0.00005115546,0.00066553155,0.00021744026,0.20855431],"genre_scores_gemma":[0.24575602,0.1859428,0.011089811,0.2499173,0.13101992,0.00037441766,0.0009816467,0.0015089868,0.17340906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963568,0.0017148758,0.0001767615,0.00062522996,0.0008984004,0.00022790283],"domain_scores_gemma":[0.98840135,0.0077657704,0.0004261783,0.00086482655,0.0019221227,0.000619715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039217616,0.0006066363,0.000537261,0.00190668,0.0050650495,0.011768806,0.00075503933,0.0029984543,0.019324789],"category_scores_gemma":[0.01572859,0.00031361077,0.00045568906,0.0032779162,0.011952665,0.012333973,0.003365304,0.010800552,0.005187333],"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":[0.00002761943,0.000018942392,0.00052884663,0.00037009973,0.000010825396,0.00006079419,0.008872197,0.000120822544,0.00019448633,0.64089733,0.29549897,0.053399093],"study_design_scores_gemma":[0.00000259579,0.000011844401,0.00033553233,0.00082725583,0.0000030127778,0.00007713523,0.0028969485,0.00006792634,0.00011353174,0.07149272,0.9241597,0.000011778135],"about_ca_topic_score_codex":0.0039847805,"about_ca_topic_score_gemma":0.0026866586,"teacher_disagreement_score":0.019324789,"about_ca_system_score_codex":0.004260417,"about_ca_system_score_gemma":0.003534991,"threshold_uncertainty_score":0.06464785},"labels":[],"label_agreement":null},{"id":"W3153865529","doi":"10.22148/001c.22221","title":"The Goodreads “Classics”: A Computational Study of Readers, Amazon, and Crowdsourced Amateur Criticism","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Games and Media","field":"Social Sciences","cited_by":55,"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; Publishing; Criticism; Literary criticism; Reading (process); Point (geometry); Literature; Computer science; History; Sociology; Art; Linguistics; Philosophy","score_opus":0.03654861629295647,"score_gpt":0.3283822056129931,"score_spread":0.2918335893200366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153865529","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":[0.96569353,0.0018213738,0.0037333053,0.005199348,0.000064716216,0.000099621466,0.00046410825,0.00009521253,0.022828814],"genre_scores_gemma":[0.9930264,0.0003982296,0.0025836432,0.00053967733,0.000058844616,0.00007856457,0.00027664858,0.00006999029,0.0029681309],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9900323,0.007310573,0.0002498949,0.0008263422,0.0012595702,0.00032141348],"domain_scores_gemma":[0.9015802,0.083329186,0.00665171,0.0030653456,0.0040359087,0.0013376977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009294368,0.00037148423,0.00067054795,0.0044782967,0.004665364,0.0085634785,0.0019625216,0.0020991915,0.0034077666],"category_scores_gemma":[0.063480265,0.00047075126,0.00051610847,0.0076533924,0.0062283007,0.010559414,0.0033960573,0.0015500785,0.0006687543],"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":[0.00040494293,0.0004173347,0.14387909,0.00070524804,0.00017605157,0.0014680979,0.70947343,0.0020871728,0.0015186908,0.051991586,0.020808171,0.06707019],"study_design_scores_gemma":[0.00009832567,0.0002745229,0.11404989,0.00064396346,0.00016461663,0.0012494974,0.62654597,0.031281825,0.00208979,0.045026008,0.17835367,0.00022189741],"about_ca_topic_score_codex":0.017252194,"about_ca_topic_score_gemma":0.023169108,"teacher_disagreement_score":0.017252194,"about_ca_system_score_codex":0.004511116,"about_ca_system_score_gemma":0.0014436205,"threshold_uncertainty_score":0.049153924},"labels":[],"label_agreement":null},{"id":"W3156333834","doi":"10.22148/001c.22223","title":"A Network Analysis of Postwar American Poetry in the Age of Digital Audio Archives","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Music Technology and Sound Studies","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":"Poetry; Literature; American poetry; Reading (process); Formalism (music); Spoken word; Perspective (graphical); Art; Computer science; History; Visual arts; Linguistics; Philosophy","score_opus":0.019787903427388696,"score_gpt":0.26148755891428205,"score_spread":0.24169965548689334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156333834","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":[0.96826315,0.0003997509,0.007233119,0.00092407456,0.000020560356,0.000054978143,0.0007518561,0.0000819297,0.022270665],"genre_scores_gemma":[0.9933421,0.0002547188,0.0034491157,0.000029683482,0.0000151291215,0.000044978424,0.00047555595,0.00002087526,0.0023678753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999448,0.0002635606,0.000023994206,0.00008719833,0.00009237574,0.00008490345],"domain_scores_gemma":[0.9963987,0.001922528,0.0005605549,0.00023199349,0.0005568725,0.0003294633],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0010590304,0.00015894555,0.00014933206,0.0052244114,0.0018059055,0.0026317267,0.0004942152,0.0005028927,0.0031790957],"category_scores_gemma":[0.005815111,0.00016098254,0.00018560974,0.0064362846,0.0010907338,0.00454628,0.0012983494,0.00053679984,0.0003601745],"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":[0.00061837694,0.00023101945,0.42931652,0.0003083294,0.0001116415,0.0018341817,0.23018639,0.0066628307,0.0047084102,0.1550366,0.010870914,0.16011474],"study_design_scores_gemma":[0.000020277776,0.00010678165,0.56166834,0.00016209716,0.00010044724,0.00081794645,0.23738147,0.052179143,0.0013379613,0.038497858,0.107659884,0.000067726345],"about_ca_topic_score_codex":0.019535545,"about_ca_topic_score_gemma":0.024940977,"teacher_disagreement_score":0.9947756,"about_ca_system_score_codex":0.0015175244,"about_ca_system_score_gemma":0.0006401611,"threshold_uncertainty_score":0.03884369},"labels":[],"label_agreement":null},{"id":"W3156898303","doi":"10.22148/001c.22333","title":"Feminist Bestsellers: A Digital History of 1970s Feminism","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Cultural History and Identity Formation","field":"Arts and Humanities","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":"Feminism; Mainstream; Historiography; Gender studies; Sociology; Salient; Media studies; Political science; Law","score_opus":0.05633336489340642,"score_gpt":0.23175837072097272,"score_spread":0.1754250058275663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156898303","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":[0.4604632,0.06175449,0.003129249,0.026819827,0.0009956456,0.00005881387,0.003068848,0.00016197523,0.44354808],"genre_scores_gemma":[0.89636487,0.03517863,0.0021537521,0.0012829367,0.0007477136,0.000050967974,0.00093147776,0.0001821262,0.06310763],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992449,0.00028607785,0.000035884303,0.00010248715,0.00023759021,0.00009307344],"domain_scores_gemma":[0.9953159,0.0033222989,0.0004445104,0.00025778683,0.000440363,0.00021921277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001571805,0.00016863875,0.00016481696,0.007104591,0.0035674095,0.0046370453,0.0003482669,0.0004652984,0.009638676],"category_scores_gemma":[0.0044136806,0.00021612988,0.00010445928,0.0083241,0.0045910147,0.0044298186,0.0016610397,0.0011024983,0.00080044207],"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":[0.00019759782,0.00006685005,0.019165816,0.0009095509,0.000019671392,0.0009898603,0.45752853,0.00021129336,0.0018518164,0.22285274,0.046555746,0.2496505],"study_design_scores_gemma":[0.0000037053362,0.000018553132,0.021914164,0.00084926886,0.000009620191,0.00032820358,0.085413836,0.000118801385,0.0012436269,0.006379751,0.8837054,0.000015064054],"about_ca_topic_score_codex":0.016224694,"about_ca_topic_score_gemma":0.048477568,"teacher_disagreement_score":0.016224694,"about_ca_system_score_codex":0.006641409,"about_ca_system_score_gemma":0.0016079443,"threshold_uncertainty_score":0.048186958},"labels":[],"label_agreement":null},{"id":"W3156955396","doi":"10.22148/001c.22332","title":"Squatter Regionalism: Postwar Fiction, Geography, and the Program Era","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Cultural History and Identity Formation","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":"Regionalism (politics); Population; State (computer science); History; Sociology; Demography; Political science; Law; Computer science","score_opus":0.025514725722821138,"score_gpt":0.23801064463954352,"score_spread":0.21249591891672237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156955396","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":[0.8818191,0.0067626694,0.013663664,0.0037380464,0.00025379375,0.000042650925,0.0016649957,0.00022088016,0.091834165],"genre_scores_gemma":[0.9896842,0.0016298477,0.0040748194,0.00015765532,0.00011187264,0.000028144112,0.0009323009,0.00009329391,0.0032878646],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994011,0.00023626993,0.000028924676,0.00016422835,0.00010624463,0.00006317115],"domain_scores_gemma":[0.9960943,0.0022471745,0.00075374247,0.0004920181,0.00025615463,0.00015659942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012317419,0.00022046485,0.0002770849,0.0034717415,0.0021722307,0.0041381926,0.0004999878,0.0004393987,0.0042860503],"category_scores_gemma":[0.0062932707,0.0001098511,0.0002287094,0.007533613,0.0037737389,0.002806505,0.0019104333,0.000793703,0.00058078294],"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":[0.00044142568,0.0000903103,0.2018203,0.0016001534,0.0001489847,0.002778456,0.2830602,0.00401933,0.0031925684,0.24562533,0.017201941,0.24002102],"study_design_scores_gemma":[0.000022269,0.00007974805,0.31823426,0.00092133717,0.0001111163,0.0016721945,0.1297814,0.0042983694,0.0019472872,0.056168336,0.48670325,0.000060433686],"about_ca_topic_score_codex":0.008630557,"about_ca_topic_score_gemma":0.018566733,"teacher_disagreement_score":0.008630557,"about_ca_system_score_codex":0.0015808338,"about_ca_system_score_gemma":0.0008676912,"threshold_uncertainty_score":0.017160594},"labels":[],"label_agreement":null},{"id":"W3160788868","doi":"10.22148/001c.24077","title":"Putting the Sorting Hat on J.K. Rowling’s Reader: A digital inquiry into the age of the implied readership of the Harry Potter series","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Harry potter; Audience measurement; Readability; Style (visual arts); Information Age; Literature; Psychology; History; Media studies; Sociology; Art; Linguistics; Law; Philosophy; Political science","score_opus":0.05403514568411098,"score_gpt":0.26353588962540336,"score_spread":0.20950074394129237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160788868","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":[0.8800371,0.0026400278,0.0027507634,0.013922666,0.00039881768,0.000035872374,0.00011905014,0.00007328321,0.10002232],"genre_scores_gemma":[0.9822901,0.0013921434,0.0012956703,0.0008194212,0.00009186639,0.000024279596,0.00004568438,0.00009183845,0.013948971],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838054,0.0008302878,0.000054533946,0.00022940848,0.00039418397,0.00011111914],"domain_scores_gemma":[0.98766625,0.009215511,0.0010505336,0.0006478959,0.0009311767,0.00048852793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026931074,0.0002572555,0.00027809036,0.0020757746,0.005787763,0.010110368,0.00059563265,0.00087831775,0.00236429],"category_scores_gemma":[0.0143386945,0.00032560527,0.00019560885,0.0016985453,0.009860088,0.009552116,0.003383354,0.0021999988,0.00043402374],"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":[0.00002118674,0.000014343801,0.0042714435,0.00008572091,0.000004599527,0.001160745,0.9414809,0.000039010323,0.0006649839,0.029574543,0.006017118,0.016665418],"study_design_scores_gemma":[0.0000027812257,0.0000389013,0.01702034,0.00040465826,0.000019085259,0.0014369207,0.78196007,0.00011635001,0.0017272632,0.0070618056,0.19016063,0.000051137427],"about_ca_topic_score_codex":0.00571669,"about_ca_topic_score_gemma":0.012716277,"teacher_disagreement_score":0.010110368,"about_ca_system_score_codex":0.0030948133,"about_ca_system_score_gemma":0.0014581131,"threshold_uncertainty_score":0.0224545},"labels":[],"label_agreement":null},{"id":"W3166272135","doi":"10.22148/001c.24722","title":"Modeling Conflict: Representations of Social Groups in Present-Day Dutch Literature","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Narratology; Narrative; Representation (politics); Sociology; Epistemology; Psychology; Literature; Politics; Political science; Art; Philosophy; Law","score_opus":0.07713974378771252,"score_gpt":0.41915106394212137,"score_spread":0.3420113201544088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166272135","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":[0.7870645,0.0026057032,0.1632804,0.005361261,0.00008613204,0.00017217398,0.0020705003,0.00013218133,0.039227124],"genre_scores_gemma":[0.97718674,0.0004884393,0.019034082,0.00008183315,0.000021326086,0.00016640154,0.00079285307,0.00004022101,0.002188093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99749017,0.0017720712,0.000106792184,0.0003026432,0.00022958935,0.00009867945],"domain_scores_gemma":[0.99189353,0.0065777586,0.00074853585,0.00042282636,0.00023939453,0.00011797124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027438893,0.0003566033,0.00027331174,0.0018696854,0.0017262183,0.005586809,0.0013789284,0.0008706453,0.0027013165],"category_scores_gemma":[0.02006632,0.0003416883,0.0004030437,0.0031108519,0.0034232426,0.008796345,0.0026184716,0.0012303712,0.000307308],"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":[0.00022345713,0.00017057812,0.03962398,0.0005883893,0.00011476946,0.0012189088,0.3174036,0.024721768,0.0018724954,0.52462083,0.006840609,0.08260056],"study_design_scores_gemma":[0.000051565494,0.000058394424,0.022415934,0.0004115508,0.000055015495,0.00075608114,0.19806114,0.21448037,0.0024737103,0.44192332,0.119223095,0.00008986383],"about_ca_topic_score_codex":0.011544271,"about_ca_topic_score_gemma":0.010595644,"teacher_disagreement_score":0.011544271,"about_ca_system_score_codex":0.0031646278,"about_ca_system_score_gemma":0.00081296795,"threshold_uncertainty_score":0.02296114},"labels":[],"label_agreement":null},{"id":"W3172137656","doi":"10.22148/001c.24911","title":"Can We Map Culture?","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language and cultural evolution","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":"McGill University","funders":"","keywords":"Analogy; Imperfect; Appeal; Epistemology; Space (punctuation); Embodied cognition; Representation (politics); Domain (mathematical analysis); Ground truth; Computer science; Sociology; Artificial intelligence; Mathematics; Psychology; Philosophy","score_opus":0.02600725044092982,"score_gpt":0.31644482770217985,"score_spread":0.29043757726125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172137656","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06730553,0.014349394,0.10997769,0.191731,0.0037788232,0.00012907654,0.0016742876,0.00089994865,0.6101543],"genre_scores_gemma":[0.92084605,0.009095719,0.03182614,0.0069835405,0.00059679063,0.00014419881,0.0008377599,0.000475815,0.0291939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99817026,0.00094251294,0.0000657662,0.00035041402,0.0002893332,0.00018165837],"domain_scores_gemma":[0.99636817,0.0010558984,0.00035905407,0.0009912136,0.00086698966,0.00035875835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026670876,0.00086708413,0.0005096158,0.0030733428,0.0034936985,0.013903968,0.0012472199,0.0017849208,0.018476848],"category_scores_gemma":[0.021365747,0.00037190784,0.00052516616,0.0031263088,0.015775394,0.032242786,0.0048974426,0.0028834515,0.0041505224],"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":[0.000036323934,0.000019429619,0.004669041,0.00022246309,0.000052448573,0.00012210124,0.018739725,0.00076752185,0.000223565,0.8548171,0.027419025,0.092911325],"study_design_scores_gemma":[0.000007817814,0.000016254597,0.0017100415,0.0003518198,0.00002887442,0.00016180584,0.026442664,0.0010781457,0.0003484822,0.77888566,0.1909346,0.000033823482],"about_ca_topic_score_codex":0.011235234,"about_ca_topic_score_gemma":0.009100565,"teacher_disagreement_score":0.018476848,"about_ca_system_score_codex":0.0025864423,"about_ca_system_score_gemma":0.0024396065,"threshold_uncertainty_score":0.06181121},"labels":[],"label_agreement":null},{"id":"W3174730804","doi":"10.22148/001c.25273","title":"Too isolated, too insular: American Literature and the World","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":7,"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":"American literature; History; Identity (music); Politics; National identity; Principal (computer security); Political science; Literature; Law; Aesthetics; Art","score_opus":0.020497545934156022,"score_gpt":0.22723858050912868,"score_spread":0.20674103457497267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174730804","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":[0.60620856,0.027235074,0.0009648492,0.017369378,0.00085001683,0.000009088138,0.00016647132,0.00005269835,0.34714383],"genre_scores_gemma":[0.98526025,0.0069793947,0.00024304252,0.0011528275,0.00041819614,0.0000051537895,0.00006531876,0.000034245855,0.0058416524],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890053,0.00046818322,0.000045107558,0.00014138097,0.00029684493,0.00014794909],"domain_scores_gemma":[0.9935982,0.0030040983,0.00083095406,0.00053811586,0.0012828491,0.0007458125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016307234,0.00020028464,0.0002819437,0.00794538,0.0061054276,0.014299055,0.0004924271,0.00072304206,0.0037572088],"category_scores_gemma":[0.00605776,0.00013580084,0.00010640339,0.011071518,0.008933914,0.0064911037,0.0021893939,0.0013524056,0.00044095019],"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":[0.0001232412,0.00006578715,0.04514714,0.00032286101,0.00006461292,0.001036395,0.47761825,0.00012307843,0.0010436932,0.26067197,0.028956674,0.18482636],"study_design_scores_gemma":[0.0000064646383,0.000037033533,0.09533429,0.00089892856,0.000048949387,0.0009478709,0.3947001,0.00018091261,0.00046289756,0.033004154,0.4743393,0.000039149763],"about_ca_topic_score_codex":0.0077775074,"about_ca_topic_score_gemma":0.021589728,"teacher_disagreement_score":0.014299055,"about_ca_system_score_codex":0.0022422057,"about_ca_system_score_gemma":0.0016704743,"threshold_uncertainty_score":0.016268432},"labels":[],"label_agreement":null},{"id":"W3180413404","doi":"10.22148/001c.25525","title":"Chance Encounters: World Literature Between the Unexpected and the Probable","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Philippine History and Culture","field":"Social Sciences","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":"Context (archaeology); Probabilistic logic; History; Epistemology; History of literature; Sociology; Literature; Philosophy; Art; Archaeology","score_opus":0.024376555183349694,"score_gpt":0.28799913643385716,"score_spread":0.26362258125050747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180413404","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14914621,0.016254025,0.24793965,0.11899529,0.0013787554,0.000107117026,0.00047869622,0.0003582434,0.46534207],"genre_scores_gemma":[0.98150325,0.0022229217,0.0070948903,0.0016467891,0.0005546246,0.00004366527,0.00010252784,0.00012303951,0.006708293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924142,0.0052426253,0.00017716394,0.0008915612,0.00085198844,0.00042243954],"domain_scores_gemma":[0.9755004,0.019593937,0.0014203553,0.001813266,0.0009241238,0.0007478553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0092782555,0.00062578847,0.00068401557,0.004147634,0.00984603,0.017279897,0.0021654777,0.0041031,0.011322622],"category_scores_gemma":[0.034817133,0.0007876059,0.00075478206,0.0035858285,0.038676802,0.042744037,0.008176827,0.0048798174,0.00080970954],"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":[0.000023591425,0.0000074166273,0.0011403174,0.00004456385,0.000017975948,0.0005236158,0.04892114,0.00039923374,0.000043533444,0.93753684,0.0032255712,0.0081162425],"study_design_scores_gemma":[0.000007306853,0.000009986826,0.00056074094,0.00021797129,0.0000169068,0.0004701362,0.040971983,0.0014869554,0.00014750236,0.8865852,0.069497794,0.000027666862],"about_ca_topic_score_codex":0.0052441596,"about_ca_topic_score_gemma":0.0061445762,"teacher_disagreement_score":0.017279897,"about_ca_system_score_codex":0.0044906395,"about_ca_system_score_gemma":0.0024772647,"threshold_uncertainty_score":0.04906869},"labels":[],"label_agreement":null},{"id":"W3183176260","doi":"10.22148/001c.25943","title":"The Measure of the Archive: The Robustness of Network Analysis in Early Modern Correspondence","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":22,"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":"Robustness (evolution); Computer science; Network analysis; Missing data; Transitive relation; Centrality; Data mining; Data loss; Data science; Statistics; Machine learning; Mathematics","score_opus":0.02610744377729758,"score_gpt":0.29019006063620456,"score_spread":0.264082616858907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183176260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58849037,0.0038260682,0.37734485,0.0050047105,0.0005175893,0.00029230674,0.00293636,0.0017059748,0.019881835],"genre_scores_gemma":[0.9500989,0.00047921875,0.045818176,0.0002915512,0.00017317085,0.00012665101,0.001383455,0.00036167138,0.0012672689],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98520434,0.007916361,0.00075432146,0.0028816978,0.0027793944,0.0004639592],"domain_scores_gemma":[0.79803896,0.14431813,0.015170034,0.030242255,0.010602082,0.0016285984],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024529213,0.0010261211,0.0009988962,0.006193304,0.0024405746,0.0050389837,0.002057727,0.0019690157,0.002467423],"category_scores_gemma":[0.20302308,0.0006170718,0.0012136127,0.0050223386,0.005170016,0.01002576,0.0033024475,0.0030663905,0.0007569556],"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":[0.0020212408,0.0002834217,0.16345628,0.001451304,0.0021506129,0.00084004476,0.009530736,0.44260988,0.008876717,0.12208305,0.013275655,0.23342098],"study_design_scores_gemma":[0.0000947957,0.00061368686,0.064471535,0.0007507964,0.0005079629,0.0013549126,0.0037431554,0.59703046,0.016487014,0.2917602,0.022864735,0.00032075154],"about_ca_topic_score_codex":0.0065671857,"about_ca_topic_score_gemma":0.004241724,"teacher_disagreement_score":0.9754708,"about_ca_system_score_codex":0.0029459512,"about_ca_system_score_gemma":0.0012316275,"threshold_uncertainty_score":0.12972444},"labels":[],"label_agreement":null},{"id":"W3200612959","doi":"10.22148/001c.28215","title":"Celebrating 5 Years of Cultural Analytics","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Analytics; Data science; Computer science","score_opus":0.06948626028111493,"score_gpt":0.39423671341715394,"score_spread":0.324750453136039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200612959","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060809944,0.039180227,0.021202901,0.70882547,0.17084661,0.000098434124,0.0027657219,0.0019170673,0.049082518],"genre_scores_gemma":[0.12796319,0.055887,0.06415594,0.29272446,0.19475536,0.00052540115,0.0109031,0.0052938075,0.24779172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98601633,0.003460262,0.00048487264,0.0013936327,0.0066785337,0.0019663533],"domain_scores_gemma":[0.92388064,0.015608702,0.0023084988,0.0077736643,0.02127617,0.0291523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02752611,0.0015416683,0.0012157827,0.004668015,0.0071666385,0.025815751,0.0027045761,0.006066264,0.028666036],"category_scores_gemma":[0.06584215,0.0005737618,0.0014510426,0.00432027,0.008248025,0.02597242,0.021988949,0.017067445,0.015097332],"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":[0.00008346708,0.00004787999,0.0009359408,0.00020044224,0.000035320387,0.000092357135,0.001682433,0.000100344354,0.0003651994,0.03859481,0.89631283,0.061548952],"study_design_scores_gemma":[0.0000066274824,0.000030467643,0.00092292076,0.0002935917,0.000011156527,0.00009129355,0.0017318056,0.00021790872,0.00024504436,0.023135003,0.97327584,0.000038373408],"about_ca_topic_score_codex":0.005028865,"about_ca_topic_score_gemma":0.013473175,"teacher_disagreement_score":0.028666036,"about_ca_system_score_codex":0.0033162944,"about_ca_system_score_gemma":0.007825942,"threshold_uncertainty_score":0.14557374},"labels":[],"label_agreement":null},{"id":"W3210937173","doi":"10.22148/001c.29802","title":"Audiobook Stylistics: Comparing print and audio in the bestselling segment","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":11,"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":"Stylistics; Depiction; Focus (optics); Point (geometry); Style (visual arts); Set (abstract data type); Plot (graphics); Computer science; Advertising; Art; Literature; Mathematics","score_opus":0.06872344227832917,"score_gpt":0.3059254956830484,"score_spread":0.23720205340471923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210937173","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":[0.98427564,0.00020419591,0.0009784608,0.00009139228,0.000018318698,0.000015820586,0.00029552702,0.0000224816,0.014098121],"genre_scores_gemma":[0.996739,0.000116277566,0.00059220486,0.000020351035,0.000018077262,0.0000120630875,0.00029895024,0.000035369805,0.0021677702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989889,0.00035335074,0.00008847798,0.00014370572,0.00033791162,0.00008771538],"domain_scores_gemma":[0.99198806,0.0048310393,0.0015794344,0.0005945522,0.0006441296,0.00036277398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001162747,0.00021196376,0.00021010735,0.0030869597,0.0010366624,0.0035810054,0.00023749143,0.00026212735,0.005965314],"category_scores_gemma":[0.010329196,0.000119427634,0.00017571222,0.0027027542,0.001545712,0.0019011715,0.0013999162,0.0004306037,0.0011725874],"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":[0.0020866755,0.00021695385,0.47353926,0.00073574326,0.00013707028,0.0022868481,0.30421114,0.0011669934,0.027398637,0.021004649,0.0058536106,0.16136234],"study_design_scores_gemma":[0.000030871735,0.00032441807,0.6852593,0.00022118622,0.00009561953,0.0032047816,0.23134382,0.0034140854,0.010347302,0.0070678075,0.058553904,0.00013684371],"about_ca_topic_score_codex":0.0014678304,"about_ca_topic_score_gemma":0.0026625986,"teacher_disagreement_score":0.005965314,"about_ca_system_score_codex":0.0005756612,"about_ca_system_score_gemma":0.0002794133,"threshold_uncertainty_score":0.019955993},"labels":[],"label_agreement":null},{"id":"W3215541196","doi":"10.22148/001c.30009","title":"The Generative Dissensus of Reading the Feminist Novel, 1995-2020: A Computational Analysis of Interpretive Communities","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","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":"Feminism; Ambivalence; Sociology; Reading (process); Publishing; Criticism; TRACE (psycholinguistics); Generative grammar; Literary criticism; Epistemology; Gender studies; Psychology; Literature; Political science; Linguistics; Art; Social psychology; Law; Philosophy","score_opus":0.0553978990341914,"score_gpt":0.3932323339961122,"score_spread":0.3378344349619208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215541196","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":[0.9175,0.0011846643,0.046019357,0.0077876416,0.00010502127,0.00016515721,0.0012049202,0.00020169842,0.025831506],"genre_scores_gemma":[0.98410577,0.00016890008,0.013538759,0.00018673476,0.00005078957,0.00010925099,0.0008604162,0.00007566368,0.00090362213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99111533,0.0058498275,0.00027410648,0.0012615771,0.0011495398,0.00034967894],"domain_scores_gemma":[0.9198906,0.07037872,0.0033882954,0.0036255235,0.0018064128,0.0009105599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014568538,0.00032410322,0.0005386791,0.006077845,0.0041732076,0.010529151,0.0019088583,0.0014484429,0.0028166536],"category_scores_gemma":[0.07146597,0.0004316634,0.0009478864,0.0058111018,0.009494293,0.01076073,0.005557077,0.002350492,0.00043917572],"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":[0.00054590445,0.00024914046,0.107453376,0.0004239833,0.00022244974,0.001130455,0.36120433,0.014496453,0.0015940373,0.38335627,0.008578672,0.12074491],"study_design_scores_gemma":[0.00008639234,0.00007099409,0.06391955,0.00033978897,0.00012273583,0.00059182796,0.20707196,0.15505478,0.0025105595,0.5111724,0.058934245,0.00012477415],"about_ca_topic_score_codex":0.009935771,"about_ca_topic_score_gemma":0.013825368,"teacher_disagreement_score":0.014568538,"about_ca_system_score_codex":0.0046476503,"about_ca_system_score_gemma":0.0022648457,"threshold_uncertainty_score":0.07704669},"labels":[],"label_agreement":null},{"id":"W4200099029","doi":"10.22148/001c.30704","title":"Annotation Guidelines for Narrative Levels","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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 Toronto","funders":"","keywords":"Narrative; CLARITY; Rule of thumb; Focus (optics); Set (abstract data type); Computer science; Sentence; Narrative criticism; Linguistics; Narrative history; Natural language processing; Philosophy; Programming language","score_opus":0.21613679332068877,"score_gpt":0.39836663804300365,"score_spread":0.18222984472231488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200099029","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004316503,0.00069550116,0.8556529,0.005185537,0.0017178388,0.0030113794,0.029258104,0.020767648,0.07939458],"genre_scores_gemma":[0.021106089,0.0006005858,0.9048599,0.0016347115,0.00031854145,0.0054893116,0.026837155,0.010209744,0.028944021],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9888975,0.004857085,0.0026529576,0.0012577726,0.0018752564,0.00045954698],"domain_scores_gemma":[0.9481453,0.018135766,0.001863034,0.006317526,0.024541609,0.0009968068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010561371,0.0015857447,0.00070613436,0.0054134484,0.0033732266,0.0052143894,0.0025484615,0.0032347373,0.06105232],"category_scores_gemma":[0.051358078,0.0017144359,0.0010714026,0.003346609,0.0021692428,0.0075333924,0.004765513,0.0040862877,0.0426774],"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":[0.00034143683,0.0001266553,0.0014415307,0.0026724432,0.0000347355,0.0005915522,0.021994164,0.0011214844,0.01345447,0.2086916,0.56790566,0.18162431],"study_design_scores_gemma":[0.000023214752,0.000024112578,0.0005092261,0.0008945873,0.000020789672,0.00032337496,0.002023082,0.0024333748,0.0055452557,0.04540408,0.942726,0.00007280251],"about_ca_topic_score_codex":0.006419937,"about_ca_topic_score_gemma":0.009851269,"teacher_disagreement_score":0.06105232,"about_ca_system_score_codex":0.0023310126,"about_ca_system_score_gemma":0.0038552848,"threshold_uncertainty_score":0.20424038},"labels":[],"label_agreement":null},{"id":"W4200162648","doi":"10.22148/001c.30697","title":"On Organizing a Shared Task for the Digital Humanities – Conclusions and Future Paths","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Natural Language Processing 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":"","keywords":"Narrative; Annotation; Task (project management); Digital humanities; Narratology; Computer science; World Wide Web; Linguistics; Artificial intelligence; Engineering","score_opus":0.020825326980333212,"score_gpt":0.2705781422478529,"score_spread":0.24975281526751972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200162648","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02576315,0.03019768,0.4336745,0.43221977,0.0073982603,0.00073236215,0.0012226937,0.0013689435,0.067422576],"genre_scores_gemma":[0.34078637,0.023643587,0.55587536,0.023170728,0.005048407,0.0021117267,0.005197471,0.0019308433,0.04223558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97751004,0.01567601,0.00084061903,0.0021217028,0.0023127268,0.0015388505],"domain_scores_gemma":[0.945227,0.025101915,0.0015639646,0.012371295,0.008892772,0.006842928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03953398,0.001104676,0.0010504088,0.003225555,0.009899044,0.021582976,0.005256612,0.0068789353,0.012815391],"category_scores_gemma":[0.047343023,0.0007119502,0.0015704519,0.005241407,0.01621589,0.06750826,0.024362199,0.008265768,0.0043209875],"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":[0.00018113888,0.00021035095,0.0020047342,0.0010299964,0.000051513627,0.00026435728,0.029872388,0.0015289098,0.0006001709,0.6798361,0.10715435,0.17726593],"study_design_scores_gemma":[0.000024366711,0.000036767768,0.00094101654,0.0011991503,0.000017811737,0.00016185889,0.0481543,0.0036419295,0.000710513,0.6209242,0.324125,0.00006308929],"about_ca_topic_score_codex":0.007048781,"about_ca_topic_score_gemma":0.0069525866,"teacher_disagreement_score":0.03953398,"about_ca_system_score_codex":0.005967786,"about_ca_system_score_gemma":0.009893275,"threshold_uncertainty_score":0.2090782},"labels":[],"label_agreement":null},{"id":"W4200267238","doi":"10.22148/001c.30700","title":"On the Theory of Narrative Levels and Their Annotation in the Digital Context","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Narrative Theory and Analysis","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":"Narrative; Annotation; Context (archaeology); Categorization; Identification (biology); Computer science; Task (project management); Narrative criticism; Narrative network; Narrative inquiry; Narrative structure; Phenomenon; Epistemology; Linguistics; Artificial intelligence; History; Philosophy; Engineering; Archaeology","score_opus":0.06465114698293625,"score_gpt":0.25903134738114403,"score_spread":0.19438020039820778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200267238","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038321305,0.0056443615,0.7269299,0.03576646,0.0009060239,0.00065881805,0.0006742093,0.00044085918,0.1906581],"genre_scores_gemma":[0.71522486,0.0035377129,0.26108837,0.0019946017,0.000534833,0.0012587667,0.0006566411,0.0005079494,0.015196257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9712171,0.022075923,0.001328529,0.002283797,0.0024731797,0.0006214472],"domain_scores_gemma":[0.92985535,0.055062898,0.0032322116,0.006600298,0.004137984,0.0011113695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020541476,0.000943679,0.0006037209,0.008412846,0.006853842,0.017469907,0.0025609452,0.0040225717,0.007905051],"category_scores_gemma":[0.058231194,0.00097538345,0.0009594036,0.0063155615,0.049135532,0.0358906,0.011718932,0.0053681973,0.0015772757],"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":[0.00002733112,0.000012778358,0.00062977266,0.00019193321,0.0000085180445,0.00017599216,0.06005062,0.00038124927,0.00027991552,0.9193158,0.002065518,0.016860422],"study_design_scores_gemma":[0.000014746924,0.000023702938,0.001069318,0.0015670989,0.000022158072,0.00055887987,0.04017609,0.0044372478,0.0010178123,0.8248481,0.12620749,0.000057349273],"about_ca_topic_score_codex":0.0032795551,"about_ca_topic_score_gemma":0.0028621939,"teacher_disagreement_score":0.020541476,"about_ca_system_score_codex":0.006368976,"about_ca_system_score_gemma":0.0042216554,"threshold_uncertainty_score":0.10863501},"labels":[],"label_agreement":null},{"id":"W4200327391","doi":"10.22148/001c.30698","title":"Narrative Boundaries Annotation Guide","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Narrative; Scripting language; Annotation; Computer science; Schema (genetic algorithms); Narrative criticism; Narrative structure; World Wide Web; Information retrieval; Narrative inquiry; Artificial intelligence; Linguistics; Programming language; Philosophy","score_opus":0.03377907282816144,"score_gpt":0.3051666231684335,"score_spread":0.27138755034027207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200327391","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006752892,0.0010607733,0.39662808,0.0043554795,0.0020649044,0.0039691576,0.25289008,0.08031484,0.25196382],"genre_scores_gemma":[0.025961211,0.00094703684,0.5684124,0.0022486236,0.00033067647,0.007708895,0.19529717,0.031062383,0.16803157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983236,0.0005729891,0.0003202117,0.00031452024,0.00035950425,0.00010910552],"domain_scores_gemma":[0.9886085,0.0046749013,0.0004630742,0.0014903507,0.004410656,0.00035252888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002965464,0.0012754829,0.0005796498,0.0049031903,0.0020062374,0.003243066,0.0014831998,0.001992797,0.19862106],"category_scores_gemma":[0.018313505,0.0009805528,0.00062940246,0.0028094652,0.0007296677,0.0036675155,0.00311691,0.0023990762,0.0950919],"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":[0.000189877,0.000052426793,0.00066519016,0.0014655497,0.000011099594,0.00032882197,0.006374961,0.00071561034,0.005224338,0.0315942,0.8282213,0.12515667],"study_design_scores_gemma":[0.000009424624,0.0000057036577,0.00027604535,0.00020759123,0.0000036610436,0.00007522301,0.00046798144,0.0007830655,0.0014864748,0.0037097654,0.99295723,0.000017853507],"about_ca_topic_score_codex":0.0074088746,"about_ca_topic_score_gemma":0.013196697,"teacher_disagreement_score":0.19862106,"about_ca_system_score_codex":0.0016173304,"about_ca_system_score_gemma":0.002801918,"threshold_uncertainty_score":0.6644536},"labels":[],"label_agreement":null},{"id":"W4200340511","doi":"10.22148/001c.30702","title":"Collaborative Annotation as a Teaching Tool","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Annotation; Reading (process); Context (archaeology); Ambiguity; Interpretation (philosophy); Task (project management); Computer science; Close reading; Pedagogy; Mathematics education; Library science; Psychology; Linguistics; Literature; Art; Artificial intelligence; Engineering; History; Archaeology; Philosophy","score_opus":0.048586444208874334,"score_gpt":0.45047872418365054,"score_spread":0.4018922799747762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200340511","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027757917,0.00028595814,0.9077854,0.004900488,0.00080905156,0.00091109273,0.00034443504,0.0116477925,0.045557808],"genre_scores_gemma":[0.15091583,0.00025356008,0.82542974,0.000843375,0.00031422547,0.0015535158,0.0005348343,0.0014721843,0.018682782],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96267956,0.025931714,0.0015248834,0.0036636016,0.005194767,0.0010054552],"domain_scores_gemma":[0.8546904,0.10693019,0.003334335,0.022612194,0.007836569,0.0045963647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024872173,0.0015725049,0.0011720826,0.003856248,0.0047455872,0.008160238,0.005425996,0.0037899432,0.01641774],"category_scores_gemma":[0.07276487,0.0008988964,0.0008719799,0.0025831207,0.0036901573,0.012527437,0.011982362,0.0041257353,0.01064272],"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":[0.0002698882,0.0011026713,0.0024006208,0.0011047153,0.000042993623,0.0015467552,0.07561581,0.0028971378,0.017357953,0.081924155,0.06293435,0.7528029],"study_design_scores_gemma":[0.00018906467,0.0005879339,0.0017842072,0.0015454551,0.00006666596,0.0023487017,0.0281081,0.032270346,0.033358917,0.19253872,0.70683163,0.00037029636],"about_ca_topic_score_codex":0.0005904816,"about_ca_topic_score_gemma":0.0013587944,"teacher_disagreement_score":0.024872173,"about_ca_system_score_codex":0.0017321208,"about_ca_system_score_gemma":0.0034523834,"threshold_uncertainty_score":0.13153815},"labels":[],"label_agreement":null},{"id":"W4200492986","doi":"10.22148/001c.30701","title":"Annotation Guidelines for Narrative Levels and Narrative Acts v2","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Narrative; Annotation; Narrative inquiry; Political science; Literature; Computer science; Art; Artificial intelligence","score_opus":0.10205961958090254,"score_gpt":0.3980552257095357,"score_spread":0.2959956061286332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200492986","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005142769,0.0010530681,0.72654784,0.0155213205,0.0025378107,0.0046442146,0.008883615,0.008004191,0.2276651],"genre_scores_gemma":[0.04936887,0.0014299694,0.8141453,0.0051533324,0.00072219124,0.011511608,0.013852761,0.0047013112,0.09911459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98566264,0.007202274,0.0029017734,0.0011630157,0.0025354289,0.0005348222],"domain_scores_gemma":[0.95225894,0.021457944,0.0019294001,0.005598537,0.018019618,0.0007355388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012792355,0.0011945462,0.00074016233,0.0057812384,0.004029702,0.005592704,0.0027067608,0.005800948,0.038361214],"category_scores_gemma":[0.049913265,0.0015165666,0.0007305204,0.0035229095,0.0043164934,0.0069509437,0.00421565,0.004929483,0.030307073],"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":[0.00016190807,0.00012585476,0.00076663686,0.0018295061,0.00001001812,0.0006363688,0.019965285,0.001008014,0.008099186,0.44189382,0.36646584,0.15903758],"study_design_scores_gemma":[0.000016931028,0.000029462022,0.00074603996,0.0012737734,0.0000067399474,0.00034948587,0.002091797,0.0018438516,0.0029708422,0.048270095,0.94233906,0.000061977385],"about_ca_topic_score_codex":0.009141242,"about_ca_topic_score_gemma":0.011295958,"teacher_disagreement_score":0.038361214,"about_ca_system_score_codex":0.0029548486,"about_ca_system_score_gemma":0.0044499743,"threshold_uncertainty_score":0.12833107},"labels":[],"label_agreement":null},{"id":"W4200572262","doi":"10.22148/001c.30703","title":"Annotation Guideline No. 7 (revised): Guidelines for annotation of narrative structure","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Annotation; Narrative; Focalization; Framing (construction); Computer science; Linguistics; Key (lock); Perspective (graphical); Literature; Artificial intelligence; History; Philosophy; Art","score_opus":0.04336450762914995,"score_gpt":0.37492497431710475,"score_spread":0.3315604666879548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200572262","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004532201,0.0025722806,0.6334045,0.0211079,0.009134285,0.033135828,0.09670415,0.029170591,0.17023832],"genre_scores_gemma":[0.012080667,0.0023993456,0.7513723,0.00796793,0.0009961447,0.05873864,0.08823609,0.015095636,0.06311328],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9286116,0.03181873,0.022043202,0.0047203028,0.010458792,0.0023474933],"domain_scores_gemma":[0.7323054,0.08538932,0.009830862,0.04437568,0.12510617,0.0029925532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07117966,0.0018674689,0.0021784625,0.013144298,0.0061040213,0.009724089,0.008404501,0.008584215,0.07239889],"category_scores_gemma":[0.2243035,0.0035351606,0.002658565,0.010655702,0.004861898,0.007146131,0.009451032,0.007473012,0.09584729],"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":[0.00021882898,0.0001222349,0.00066123053,0.0065622125,0.00006369599,0.000546558,0.018439336,0.00048029659,0.012238333,0.029931812,0.8340214,0.09671408],"study_design_scores_gemma":[0.00004730147,0.00002491562,0.0010094706,0.0042370027,0.000041142113,0.00028839477,0.001662949,0.00047025777,0.003629008,0.009756838,0.9787243,0.000108394095],"about_ca_topic_score_codex":0.02104102,"about_ca_topic_score_gemma":0.02976321,"teacher_disagreement_score":0.07239889,"about_ca_system_score_codex":0.0056313304,"about_ca_system_score_gemma":0.019372506,"threshold_uncertainty_score":0.3764385},"labels":[],"label_agreement":null},{"id":"W4200594119","doi":"10.22148/001c.30699","title":"Annotation Guidelines For narrative levels, time features, and subjective narration styles in fiction (SANTA 2)","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Narrative Theory and Analysis","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":"Narrative; Computer science; Markup language; Literature; XML; History; Linguistics; World Wide Web; Art; Philosophy","score_opus":0.08781428286646534,"score_gpt":0.3294392872258638,"score_spread":0.24162500435939846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200594119","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009546352,0.0014043928,0.7397925,0.011884111,0.002783221,0.007066416,0.02250448,0.013083466,0.19193508],"genre_scores_gemma":[0.029711597,0.0012309095,0.85101736,0.0026517375,0.00045472174,0.013569575,0.020065397,0.004951755,0.07634703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915365,0.0036574884,0.0020529646,0.0006234804,0.001785265,0.00034417838],"domain_scores_gemma":[0.9487158,0.022453848,0.0019802512,0.005755629,0.020407755,0.00068655267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010689314,0.0010890062,0.0006392572,0.0077464934,0.0036305995,0.0049099303,0.0019670583,0.0030582747,0.031030394],"category_scores_gemma":[0.045633864,0.0013124183,0.00073389517,0.0048960387,0.0031797318,0.0052955616,0.0036016877,0.0031551472,0.021920511],"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":[0.00015088324,0.00015792083,0.0018513906,0.0021390717,0.000012516482,0.0006809833,0.04153128,0.000880637,0.011674664,0.18354438,0.513617,0.24375935],"study_design_scores_gemma":[0.00001357436,0.00002422057,0.001386192,0.0010887154,0.000008943706,0.00037135265,0.002631392,0.0010341365,0.0027594878,0.019431215,0.97119766,0.000053175325],"about_ca_topic_score_codex":0.013510708,"about_ca_topic_score_gemma":0.021926293,"teacher_disagreement_score":0.031030394,"about_ca_system_score_codex":0.0033253995,"about_ca_system_score_gemma":0.00489744,"threshold_uncertainty_score":0.10380697},"labels":[],"label_agreement":null},{"id":"W4205760491","doi":"10.22148/001c.32036","title":"The Humanities in Public: A Computational Analysis of US National and Campus Newspapers","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","field":"Social Sciences","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":"Digital humanities; Newspaper; Humanities; Sociology; Meaning (existential); Publics; Media studies; Political science; Epistemology; Politics; Art; Law; Philosophy","score_opus":0.076590508968831,"score_gpt":0.3698167006261597,"score_spread":0.29322619165732866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205760491","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":[0.97421104,0.00063173973,0.0016721798,0.0036322973,0.00003336742,0.000078562814,0.009033953,0.00017300996,0.010533882],"genre_scores_gemma":[0.9722705,0.00049945817,0.006250084,0.0003658073,0.00009904098,0.00018300582,0.017701125,0.00008442479,0.0025463891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809855,0.0009789768,0.0000951486,0.0002643758,0.0003517737,0.00021108556],"domain_scores_gemma":[0.9718098,0.023843423,0.0017743175,0.0011221177,0.00095974834,0.0004906264],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0018836261,0.00028204967,0.00044645197,0.0070058187,0.002687971,0.004859467,0.0012410945,0.0011841248,0.0053377342],"category_scores_gemma":[0.01595564,0.0003498016,0.0007410535,0.0140429735,0.0015884837,0.0045035463,0.0022401072,0.0015084774,0.0009972625],"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":[0.0011346746,0.0038252932,0.5997795,0.0011012232,0.00064869894,0.0032243733,0.05783521,0.02792519,0.0020879079,0.08703367,0.09681794,0.11858642],"study_design_scores_gemma":[0.00023147458,0.00018606977,0.40466353,0.00028514795,0.00033909405,0.0012295276,0.1230087,0.30823433,0.0021968717,0.033325676,0.12611565,0.00018388478],"about_ca_topic_score_codex":0.06929873,"about_ca_topic_score_gemma":0.07814514,"teacher_disagreement_score":0.9929942,"about_ca_system_score_codex":0.003588989,"about_ca_system_score_gemma":0.0015094725,"threshold_uncertainty_score":0.13779074},"labels":[],"label_agreement":null},{"id":"W4211124067","doi":"10.22148/001c.32551","title":"Shakespeare and Company Project Data Sets","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Shakespeare, Adaptation, and Literary Criticism","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":"University Research Committee, Emory University; Princeton University","keywords":"Bridge (graph theory); Work (physics); Set (abstract data type); Data set; Library science; History; World Wide Web; Computer science; Engineering","score_opus":0.1678217392894345,"score_gpt":0.31922858610839955,"score_spread":0.15140684681896505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211124067","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014748155,0.0005863463,0.0032893948,0.001755954,0.0003211387,0.0013977707,0.9556482,0.00061354344,0.021639489],"genre_scores_gemma":[0.012860654,0.0003495838,0.0069197235,0.00034440207,0.00007948716,0.004474171,0.96767306,0.00023725686,0.0070616123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882691,0.0023261693,0.0014410205,0.0013443335,0.005752621,0.0008667418],"domain_scores_gemma":[0.96705675,0.009968745,0.002147352,0.0043751285,0.0146665415,0.0017854371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073939515,0.0011077995,0.0011397039,0.010239131,0.0025463328,0.0043609077,0.002519851,0.0022923597,0.027628042],"category_scores_gemma":[0.049744476,0.0007966734,0.0008233391,0.018058464,0.0013006619,0.0022882419,0.0038831003,0.002884217,0.028804028],"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":[0.0001980502,0.00029337162,0.01241478,0.0005969677,0.000051845323,0.00022138136,0.0010206302,0.00093494,0.00018150982,0.008481079,0.94634944,0.02925599],"study_design_scores_gemma":[0.000106791034,0.00004305372,0.026629437,0.00039561384,0.000020439042,0.00015557368,0.0019507917,0.00066393643,0.00052805914,0.0033368256,0.9660713,0.00009821674],"about_ca_topic_score_codex":0.041538954,"about_ca_topic_score_gemma":0.03969883,"teacher_disagreement_score":0.041538954,"about_ca_system_score_codex":0.002651378,"about_ca_system_score_gemma":0.0071961246,"threshold_uncertainty_score":0.09242499},"labels":[],"label_agreement":null},{"id":"W4214538649","doi":"10.22148/001c.33086","title":"Cultures of E/valuation on the Social Web. A very short introduction to the special issue","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Valuation (finance); Discipline; Sociology; Epistemology; Social science; Business; Accounting; Philosophy","score_opus":0.07782660500584064,"score_gpt":0.29273903958087555,"score_spread":0.2149124345750349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214538649","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066648046,0.12887383,0.0137524605,0.20906675,0.45058113,0.00015510114,0.0011586538,0.00051124394,0.18923604],"genre_scores_gemma":[0.06953103,0.13584581,0.0072064684,0.04065524,0.53569,0.000443046,0.002033336,0.0014158043,0.20717925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980884,0.0006847061,0.0002031441,0.0002398691,0.0006222147,0.00016161251],"domain_scores_gemma":[0.98975277,0.0071025225,0.00046135945,0.00070404756,0.0011131617,0.0008661044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029042016,0.0006983864,0.00069661427,0.0032042253,0.0025813326,0.008731027,0.0008410336,0.0027254762,0.029931227],"category_scores_gemma":[0.01134255,0.00034496453,0.0005062198,0.0031189453,0.0030283346,0.0124190645,0.0045610648,0.0045255693,0.0060090297],"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":[0.000019703393,0.00003293708,0.0005418728,0.0004230877,0.000011665416,0.0000988193,0.0022270293,0.00007640914,0.00031692613,0.0636125,0.8246402,0.10799894],"study_design_scores_gemma":[0.0000017309451,0.000015836285,0.0011069463,0.0004994721,0.0000034864092,0.0001489336,0.0013447558,0.00009296033,0.000118018484,0.012756291,0.98389846,0.000013129394],"about_ca_topic_score_codex":0.00085300795,"about_ca_topic_score_gemma":0.0014202514,"teacher_disagreement_score":0.029931227,"about_ca_system_score_codex":0.001551276,"about_ca_system_score_gemma":0.0012903486,"threshold_uncertainty_score":0.1001299},"labels":[],"label_agreement":null},{"id":"W4220668970","doi":"10.22148/001c.33570","title":"Between consumers and fans: Writing fan reports as a multifunctional evaluation practice","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language, Discourse, Communication Strategies","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":"Ticket; Feeling; Agency (philosophy); Value (mathematics); Resource (disambiguation); Linguistics; Advertising; Sociology; Psychology; Social psychology; Computer science; Business; Social science; Computer security","score_opus":0.10218838274259834,"score_gpt":0.36712676445686454,"score_spread":0.2649383817142662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220668970","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":[0.84639996,0.007395897,0.02809036,0.0073284525,0.0008284849,0.0003024231,0.0006199433,0.0003629877,0.10867145],"genre_scores_gemma":[0.9754116,0.0013170767,0.008509053,0.00053459994,0.00034859806,0.00019180347,0.00039259237,0.0003469044,0.012947859],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9650092,0.02695861,0.0010189926,0.0020379978,0.0044396087,0.00053549116],"domain_scores_gemma":[0.88335645,0.09806935,0.0066736867,0.0032737546,0.0070909043,0.0015358968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025744108,0.0006105175,0.0005372889,0.0054484475,0.0038035004,0.009515841,0.00074454315,0.0010975975,0.0042683478],"category_scores_gemma":[0.07409752,0.00043677553,0.00022196534,0.003918029,0.0065161926,0.008247939,0.0032022092,0.0014700993,0.0006502099],"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":[0.00028130607,0.00009271183,0.018909931,0.0007586794,0.000029905903,0.0015507228,0.7948721,0.00020158138,0.0028252641,0.024491604,0.011192544,0.14479354],"study_design_scores_gemma":[0.00003690891,0.00017570832,0.031503364,0.0015162166,0.00005231301,0.0021060372,0.57434344,0.0019392123,0.0034672301,0.012606492,0.37214604,0.00010696389],"about_ca_topic_score_codex":0.0021212576,"about_ca_topic_score_gemma":0.0050474848,"teacher_disagreement_score":0.025744108,"about_ca_system_score_codex":0.0023361726,"about_ca_system_score_gemma":0.0018865984,"threshold_uncertainty_score":0.13614953},"labels":[],"label_agreement":null},{"id":"W4220823893","doi":"10.22148/001c.33994","title":"Post-War British Women Writers and their Cultural Impact: A Quantitative Approach","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Gender Politics and Representation","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":"Representation (politics); Period (music); History; Selection (genetic algorithm); Gender studies; First world war; British literature; Sociology; Literature; Political science; Art; Aesthetics; English literature; Law; Politics; Ancient history; Computer science","score_opus":0.048124870450156135,"score_gpt":0.342681067162671,"score_spread":0.2945561967125149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220823893","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":[0.97626764,0.0005869723,0.0011162043,0.00053895614,0.00005860172,0.00024411213,0.0009535999,0.0000123238815,0.02022147],"genre_scores_gemma":[0.9861935,0.0008538732,0.0019840626,0.0003156095,0.00011861595,0.0010730586,0.0006586046,0.00004264481,0.008759982],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98941094,0.0062249727,0.000601523,0.0005386039,0.0024698745,0.0007539623],"domain_scores_gemma":[0.96515954,0.023467738,0.0043399585,0.0009999673,0.005052263,0.0009806496],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009424793,0.00047074183,0.00045772264,0.014232418,0.00390945,0.0065330938,0.00088337576,0.0006865701,0.0067750695],"category_scores_gemma":[0.024330787,0.00044847332,0.00017049896,0.011717612,0.0053264247,0.0022205873,0.0040457076,0.00096761354,0.0008065046],"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":[0.0002694141,0.00024272846,0.108730555,0.0007247801,0.000040311017,0.0005430698,0.83695984,0.00009011814,0.0037767026,0.006681555,0.0021431756,0.03979774],"study_design_scores_gemma":[0.000026328185,0.0002919017,0.16866776,0.0004326866,0.000024972802,0.000353954,0.79160994,0.00021917454,0.0014694699,0.0013022098,0.03555659,0.000045065437],"about_ca_topic_score_codex":0.012052263,"about_ca_topic_score_gemma":0.017970711,"teacher_disagreement_score":0.9857676,"about_ca_system_score_codex":0.0028766354,"about_ca_system_score_gemma":0.0022092778,"threshold_uncertainty_score":0.04984367},"labels":[],"label_agreement":null},{"id":"W4224248308","doi":"10.22148/001c.34715","title":"Rhythms of Silence: Digital audio analysis of Swedish Radio Broadcasting, 1980-1989","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Radio, Podcasts, and Digital 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":false,"ca_institutions":"","funders":"","keywords":"Silence; Broadcasting (networking); Public broadcasting; Modernization theory; Monopoly; Competition (biology); Telecommunications; Sociology; Political science; Computer science; Economics; Law; Computer security; Market economy; Aesthetics; Art","score_opus":0.03068121833925207,"score_gpt":0.30300412542167454,"score_spread":0.27232290708242246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224248308","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":[0.9869142,0.0007458863,0.0013101866,0.00024420556,0.000026006668,0.000025511317,0.0012886438,0.00003405977,0.009411279],"genre_scores_gemma":[0.99413306,0.0005948692,0.0008604065,0.00003129819,0.000040304927,0.000026895794,0.0017969989,0.000026649,0.0024897114],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968684,0.000050720915,0.000031172593,0.00004826918,0.0001225475,0.00006045368],"domain_scores_gemma":[0.998569,0.0006372318,0.00026113883,0.000055506895,0.00040277725,0.0000742843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046344614,0.00019495418,0.00024050364,0.002691512,0.0006103305,0.0011285616,0.00031946483,0.0003237447,0.0011731565],"category_scores_gemma":[0.0033501463,0.00011542497,0.00014786905,0.0028364153,0.00070979656,0.0004518472,0.00056815177,0.0003268213,0.0007075361],"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":[0.001287836,0.00020363044,0.48579168,0.00092202215,0.00014641891,0.0030832007,0.13374873,0.004998328,0.022941964,0.006944609,0.009577456,0.33035412],"study_design_scores_gemma":[0.000011849479,0.00007319238,0.9334438,0.00013266402,0.000053419033,0.0004128259,0.036495093,0.002267524,0.0019199661,0.0008955202,0.024269316,0.0000247471],"about_ca_topic_score_codex":0.033201534,"about_ca_topic_score_gemma":0.054962017,"teacher_disagreement_score":0.033201534,"about_ca_system_score_codex":0.0009478416,"about_ca_system_score_gemma":0.00051479833,"threshold_uncertainty_score":0.066016555},"labels":[],"label_agreement":null},{"id":"W4242882238","doi":"10.22148/16.014","title":"Topic Modeling, Epistemology, and the English and German Novel","year":2017,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":7,"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":"Contextualization; German; Context (archaeology); Historicism; Meaning (existential); Epistemology; Space (punctuation); Linguistics; Sociology; Philosophy; History; Interpretation (philosophy); Archaeology","score_opus":0.07670709901819155,"score_gpt":0.4049405778109269,"score_spread":0.32823347879273534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242882238","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2289388,0.046428178,0.23795234,0.1068935,0.001848075,0.00009055002,0.0011916807,0.000576172,0.37608066],"genre_scores_gemma":[0.9758194,0.0032598905,0.010057582,0.0009640074,0.0006236574,0.0000659782,0.00022783272,0.0001464621,0.008835305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99607915,0.0028137313,0.00015938775,0.00044955665,0.00029518784,0.00020307803],"domain_scores_gemma":[0.99284184,0.005794122,0.00046634243,0.00045466635,0.0002578066,0.0001852341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065846387,0.00053581985,0.0005557696,0.0033739419,0.002986054,0.0091923345,0.00084906194,0.0013455048,0.002713371],"category_scores_gemma":[0.009498481,0.00036161227,0.0005623279,0.0030817473,0.013673251,0.009795095,0.0026919534,0.0020204873,0.00045259533],"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":[0.000021142603,0.000013016216,0.0006736104,0.00005447377,0.000014901095,0.0000881853,0.008371454,0.0005306892,0.000051442345,0.97872317,0.0036709255,0.007786988],"study_design_scores_gemma":[0.000018134344,0.000013534567,0.001438069,0.00019665965,0.000018349576,0.00026666324,0.009823291,0.0042698337,0.0002796041,0.90350634,0.08014103,0.000028392042],"about_ca_topic_score_codex":0.005559473,"about_ca_topic_score_gemma":0.005370311,"teacher_disagreement_score":0.0091923345,"about_ca_system_score_codex":0.0051247305,"about_ca_system_score_gemma":0.0011664112,"threshold_uncertainty_score":0.03718269},"labels":[],"label_agreement":null},{"id":"W4244833923","doi":"10.22148/001c.22222","title":"Voice","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Style (visual arts); Vernacular; Passive voice; Linguistics; Reading (process); Criticism; Computer science; Art; Literature; Philosophy","score_opus":0.03719127276204112,"score_gpt":0.3307161208707724,"score_spread":0.29352484810873125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244833923","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006066556,0.0031263684,0.029444078,0.010107336,0.0044859564,0.00019957767,0.0033163521,0.003060785,0.94019294],"genre_scores_gemma":[0.1561318,0.0052261557,0.027717935,0.010447906,0.0030723102,0.00046705076,0.008306328,0.0058619883,0.78276855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955468,0.0013796346,0.00035118882,0.00080360373,0.0015843995,0.00033441203],"domain_scores_gemma":[0.9930356,0.0020326779,0.00050461164,0.0017937883,0.0021615499,0.0004715969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002933427,0.0006339602,0.00040664597,0.0021033909,0.0026274945,0.009532282,0.0015104278,0.002197277,0.14334424],"category_scores_gemma":[0.015062325,0.00028583306,0.00053599355,0.0020433587,0.0021794725,0.009230688,0.004452726,0.0020666125,0.091167495],"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":[0.00014853386,0.000034323213,0.00204178,0.00061962905,0.000016393962,0.00031669714,0.010324075,0.00022069947,0.0020214268,0.26880342,0.39388186,0.32157126],"study_design_scores_gemma":[0.0000029196972,0.000007742653,0.00031702625,0.00010971535,0.0000025974962,0.00019158398,0.0008862188,0.00010166404,0.00031442658,0.006755011,0.9913017,0.000009420548],"about_ca_topic_score_codex":0.0017833138,"about_ca_topic_score_gemma":0.002240494,"teacher_disagreement_score":0.14334424,"about_ca_system_score_codex":0.0017193698,"about_ca_system_score_gemma":0.0019024687,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4247740782","doi":"10.22148/16.011","title":"Fictionality","year":2016,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Narrative Theory and Analysis","field":"Arts and Humanities","cited_by":15,"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":"Narrative; Literature; Philosophy; Art","score_opus":0.058045558012638984,"score_gpt":0.2682156559321219,"score_spread":0.21017009791948288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247740782","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013377876,0.007829034,0.013972581,0.013872482,0.00185917,0.000089533736,0.00054058566,0.00017479439,0.948284],"genre_scores_gemma":[0.8087724,0.008213574,0.009983752,0.0064844107,0.0028697785,0.00020184502,0.0013775055,0.0003635751,0.16173333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960008,0.0018006051,0.00018664364,0.0005963809,0.0011455475,0.00026992557],"domain_scores_gemma":[0.9917373,0.0048144357,0.00058363745,0.0013508407,0.0011362695,0.0003775464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002385056,0.0005606881,0.00038056925,0.003142171,0.0039673806,0.0101092085,0.0008753847,0.0017464486,0.03487546],"category_scores_gemma":[0.016612487,0.00020220866,0.00036009107,0.0018026506,0.013721449,0.00850075,0.0041461745,0.0021880255,0.005180015],"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":[0.000013298516,0.00000898862,0.00031982988,0.00021423638,0.000007697148,0.00014788409,0.010940747,0.00008273589,0.00025476428,0.94826615,0.016117992,0.023625653],"study_design_scores_gemma":[0.000004715616,0.000016734963,0.0005503802,0.00032484683,0.000007825729,0.0005934474,0.0031751278,0.000121343226,0.00039964198,0.1635179,0.83127457,0.000013442511],"about_ca_topic_score_codex":0.0012304438,"about_ca_topic_score_gemma":0.0010526848,"teacher_disagreement_score":0.03487546,"about_ca_system_score_codex":0.0027912108,"about_ca_system_score_gemma":0.001446945,"threshold_uncertainty_score":0.11667001},"labels":[],"label_agreement":null},{"id":"W4254847207","doi":"10.22148/001c.22331","title":"Against Conglomeration","year":2021,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Poetry Analysis and 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":"Multiculturalism; Politics; The arts; Sociology; Government (linguistics); Endowment; Art history; Political science; Management; Media studies; Law; Art; Economics","score_opus":0.04628210556819579,"score_gpt":0.265659557897568,"score_spread":0.21937745232937222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254847207","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084184185,0.011625613,0.011465641,0.14113304,0.0023256303,0.000076108015,0.00010569303,0.00024691448,0.74883723],"genre_scores_gemma":[0.7667828,0.0019356634,0.0023303023,0.04645011,0.0010209943,0.00017744402,0.00006229608,0.00034914206,0.18089125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98917854,0.004617041,0.0003336634,0.0021773134,0.002323233,0.0013701506],"domain_scores_gemma":[0.98996836,0.004249375,0.0010403257,0.0017441013,0.0020134933,0.0009842878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011917869,0.0006695547,0.0005482443,0.0025759107,0.016956799,0.019342287,0.0016388554,0.0056230887,0.006953117],"category_scores_gemma":[0.020979013,0.00031763746,0.00041197884,0.0021444215,0.046457015,0.011626959,0.014135751,0.013175037,0.0023406558],"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":[0.000028291011,0.000008346123,0.00044709042,0.00002025036,0.0000058993087,0.000086503314,0.027881462,0.000031494033,0.00008998671,0.94406784,0.018259378,0.009073519],"study_design_scores_gemma":[0.000016806642,0.000022628625,0.00059298874,0.00017686337,0.00001051053,0.00018971159,0.012729362,0.00016340209,0.00053899945,0.12878469,0.85675603,0.000018026236],"about_ca_topic_score_codex":0.011502239,"about_ca_topic_score_gemma":0.013415651,"teacher_disagreement_score":0.019342287,"about_ca_system_score_codex":0.011604596,"about_ca_system_score_gemma":0.0062594116,"threshold_uncertainty_score":0.08419758},"labels":[],"label_agreement":null},{"id":"W4281392358","doi":"10.22148/001c.35907","title":"What We Learned About the Humanities from a Study of Thousands of Newspaper Articles","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Digital humanities; Newspaper; Discipline; Cognitive reframing; Variety (cybernetics); Publics; Humanism; Sociology; Competition (biology); Humanities; Political science; Media studies; Social science; Art; Psychology; Social psychology; Politics; Computer science","score_opus":0.14411329786967156,"score_gpt":0.28644284727140595,"score_spread":0.1423295494017344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281392358","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":[0.7554994,0.02118291,0.042646192,0.10938012,0.0011927657,0.00023564175,0.009220958,0.0002889057,0.06035303],"genre_scores_gemma":[0.9204855,0.015569236,0.03656391,0.01259201,0.0017571792,0.00027757863,0.0062387246,0.00035483795,0.006160957],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99244213,0.0033724254,0.0005452843,0.0017817881,0.0013798489,0.0004785929],"domain_scores_gemma":[0.8568512,0.112269,0.006916176,0.014491722,0.007177122,0.0022946766],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.014053879,0.000565477,0.0009533542,0.011403111,0.004203481,0.016844455,0.0023135517,0.0027983459,0.0075408896],"category_scores_gemma":[0.0921389,0.0010007146,0.0010027264,0.013131049,0.009627717,0.04299036,0.005868912,0.004964386,0.0020439327],"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":[0.00022693872,0.0006045712,0.22816361,0.0038698367,0.00057643215,0.0014807292,0.32701084,0.0014048747,0.003585491,0.09735051,0.036895037,0.29883108],"study_design_scores_gemma":[0.00003820798,0.00015760049,0.18382473,0.004674249,0.00034712354,0.0024714798,0.27965218,0.0036792385,0.002666841,0.1740939,0.34808382,0.00031052457],"about_ca_topic_score_codex":0.012441389,"about_ca_topic_score_gemma":0.03190283,"teacher_disagreement_score":0.9885969,"about_ca_system_score_codex":0.0031529793,"about_ca_system_score_gemma":0.0031861602,"threshold_uncertainty_score":0.074324906},"labels":[],"label_agreement":null},{"id":"W4283727265","doi":"10.22148/001c.36446","title":"Literary value in the era of big data. Operationalizing critical distance in professional and non-professional reviews","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Communication and Language","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":"","keywords":"Operationalization; Literary criticism; Value (mathematics); Literary science; Sociology; Criticism; Newspaper; Phenomenon; Praxis; Literary theory; Epistemology; Reading (process); Computer science; Literature; Media studies; Political science; Law; Art; Philosophy","score_opus":0.08848718552736484,"score_gpt":0.371559383609055,"score_spread":0.28307219808169015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283727265","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":[0.31823915,0.09085502,0.20166613,0.098864354,0.0050682565,0.0011632063,0.0021948188,0.00048642315,0.28146267],"genre_scores_gemma":[0.9503495,0.0066082203,0.0341818,0.0022194001,0.0018862402,0.0005479752,0.00028916195,0.00014761808,0.0037699318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.95009077,0.03191494,0.002328013,0.0034527602,0.011702786,0.00051074394],"domain_scores_gemma":[0.7011628,0.23357199,0.022116182,0.014795039,0.023582462,0.0047714883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03395707,0.0006517525,0.0008213061,0.014626077,0.0033992315,0.017731307,0.0015351357,0.0018084482,0.002410185],"category_scores_gemma":[0.17535159,0.0005148805,0.00052484765,0.013358101,0.020745443,0.02431169,0.007289068,0.0025497384,0.000500225],"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":[0.00026369048,0.00007072195,0.033294637,0.003539011,0.00024684716,0.00047439872,0.087207146,0.0010717583,0.0008017636,0.6708349,0.013260413,0.18893477],"study_design_scores_gemma":[0.000036257432,0.00017076492,0.032908868,0.0031040057,0.000103024264,0.0011672091,0.06980897,0.004837089,0.0015357503,0.72666454,0.15954892,0.000114725764],"about_ca_topic_score_codex":0.0015862263,"about_ca_topic_score_gemma":0.0021768585,"teacher_disagreement_score":0.03395707,"about_ca_system_score_codex":0.0070156245,"about_ca_system_score_gemma":0.004106636,"threshold_uncertainty_score":0.17958432},"labels":[],"label_agreement":null},{"id":"W4294203304","doi":"10.22148/001c.37588","title":"The Evolution of the Idiolect over the Lifetime: A Quantitative and Qualitative Study of French 19th Century Literature","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Authorship Attribution and Profiling","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":"Agence Nationale de la Recherche","keywords":"Selection (genetic algorithm); Computer science; Variance (accounting); Task (project management); Feature (linguistics); Linguistics; Monotonic function; Natural language processing; Artificial intelligence; Literature; Mathematics; Philosophy; Art","score_opus":0.02960532437119118,"score_gpt":0.335989065498779,"score_spread":0.3063837411275878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294203304","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":[0.9942409,0.00067779503,0.0005424072,0.0003226105,0.0000074100176,0.000021003489,0.00029738445,0.0000120984305,0.0038784526],"genre_scores_gemma":[0.9984243,0.00022526243,0.0003253985,0.000032976634,0.000008062872,0.000024157349,0.00013381545,0.000009072821,0.0008169337],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99713093,0.0016165347,0.00016389407,0.00029512044,0.0005563095,0.00023727192],"domain_scores_gemma":[0.9718484,0.020964693,0.0026809457,0.00055225816,0.0033325953,0.0006209732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050652847,0.0001923056,0.00030365642,0.010730323,0.0024339766,0.0032559962,0.0004417502,0.0006005384,0.0021869475],"category_scores_gemma":[0.017363887,0.0001638836,0.0001883756,0.0070663574,0.0037333695,0.0029473787,0.0012084692,0.0003984204,0.00021739014],"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":[0.0001831401,0.000045943056,0.116616875,0.0004894535,0.000046045607,0.0011179756,0.8352348,0.00022816076,0.0059507266,0.00563874,0.000913753,0.033534445],"study_design_scores_gemma":[0.000011188726,0.0001335038,0.42930523,0.00031243407,0.00002822605,0.0010437586,0.53711885,0.0008122694,0.0018791992,0.0010398689,0.028237483,0.00007803042],"about_ca_topic_score_codex":0.025429629,"about_ca_topic_score_gemma":0.03721688,"teacher_disagreement_score":0.025429629,"about_ca_system_score_codex":0.0059662927,"about_ca_system_score_gemma":0.0011996323,"threshold_uncertainty_score":0.050563216},"labels":[],"label_agreement":null},{"id":"W4307445554","doi":"10.22148/001c.38739","title":"Biodiversity is not declining in fiction","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language and cultural evolution","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":"McGill University","funders":"","keywords":"Replicate; Matching (statistics); Taxon; Analytics; Computer science; Diversity (politics); Biodiversity; Data science; Artificial intelligence; Natural language processing; Information retrieval; Sociology; Statistics; Ecology; Mathematics; Biology","score_opus":0.05539905594160905,"score_gpt":0.32604144732637425,"score_spread":0.2706423913847652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307445554","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":[0.94107383,0.002892394,0.001881565,0.0053056944,0.0002720486,0.000026985415,0.0019817918,0.000100286976,0.046465483],"genre_scores_gemma":[0.9933322,0.0006695237,0.0009316703,0.0005158165,0.00018739967,0.000020548789,0.002253878,0.000047476682,0.0020413012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983569,0.00039319193,0.00011972651,0.0004482362,0.0005137265,0.00016818526],"domain_scores_gemma":[0.9824607,0.007830696,0.00393177,0.002250989,0.0027862596,0.00073961745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017931807,0.0001561779,0.0003660865,0.0032584947,0.0018817201,0.0036315927,0.0006972323,0.000725325,0.005856967],"category_scores_gemma":[0.03225565,0.00016666311,0.0002652877,0.0042881817,0.0037098303,0.005279115,0.002206109,0.0010723992,0.0010977503],"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":[0.0015651281,0.00017875218,0.47136343,0.0023836468,0.0002710771,0.0011215017,0.081849605,0.0021972947,0.005812736,0.06759973,0.031561956,0.33409515],"study_design_scores_gemma":[0.00004403947,0.00027071824,0.7528452,0.0006092363,0.00011387326,0.0012624243,0.021393664,0.0016091057,0.002700003,0.03375354,0.18530796,0.00009030575],"about_ca_topic_score_codex":0.004195947,"about_ca_topic_score_gemma":0.0050997674,"teacher_disagreement_score":0.005856967,"about_ca_system_score_codex":0.0017741328,"about_ca_system_score_gemma":0.0006514225,"threshold_uncertainty_score":0.019593477},"labels":[],"label_agreement":null},{"id":"W4313316689","doi":"10.22148/001c.55593","title":"Foreword to the Special Issue “Theorytellings: Epistemic Narratives in the Digital Humanities”","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"Narrative; Scholarship; Neologism; Digital humanities; Field (mathematics); Epistemology; Sociology; Humanities; Philosophy; Linguistics; Political science; Mathematics","score_opus":0.05363414757406019,"score_gpt":0.25503167378603253,"score_spread":0.20139752621197235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313316689","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028562447,0.004037783,0.0012893523,0.097531624,0.856782,0.00010926213,0.0005917071,0.00032222373,0.039050404],"genre_scores_gemma":[0.0030027619,0.0052271998,0.0006261203,0.03670785,0.84372354,0.0002186328,0.0010985882,0.0007769038,0.108618364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759847,0.0005078291,0.00020281911,0.00029473388,0.0011845818,0.00021155561],"domain_scores_gemma":[0.9753676,0.0137429675,0.0014959485,0.0013797893,0.005223216,0.0027904878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033658047,0.0012235385,0.0016992002,0.0037120425,0.0044130287,0.011776827,0.001537322,0.005513197,0.16679393],"category_scores_gemma":[0.021376248,0.0005680545,0.0011978887,0.002470091,0.0021491426,0.007113466,0.004600237,0.008949612,0.08271705],"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":[0.0000054985317,0.000007126454,0.000015998123,0.00005001419,0.0000013927175,0.000012714629,0.000036129255,0.0000060928764,0.000035318717,0.00079997524,0.9950734,0.0039562485],"study_design_scores_gemma":[0.000007638079,0.000017849055,0.00021221372,0.00026528613,0.00000489437,0.000053602536,0.00016448867,0.000047215464,0.00009206577,0.0018804178,0.9972445,0.000009778509],"about_ca_topic_score_codex":0.0014438501,"about_ca_topic_score_gemma":0.0022006491,"teacher_disagreement_score":0.16679393,"about_ca_system_score_codex":0.0020689897,"about_ca_system_score_gemma":0.003169739,"threshold_uncertainty_score":0.55798125},"labels":[],"label_agreement":null},{"id":"W4313318980","doi":"10.22148/001c.57197","title":"Grounding Theory in Digital Data: A Methodological Approach for a Reflective Procedural Framework","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","field":"Social Sciences","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":"Computer science; Process (computing); Set (abstract data type); Frame (networking); Data science; Grounded theory; Scale (ratio); Epistemology; Artificial intelligence; Qualitative research; Sociology","score_opus":0.3585206163766748,"score_gpt":0.502581587722082,"score_spread":0.14406097134540713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313318980","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035305398,0.00035015235,0.974912,0.00960429,0.00015699946,0.0011046777,0.000116511204,0.00010814213,0.0101167],"genre_scores_gemma":[0.119699635,0.00032168993,0.8721908,0.0011989924,0.000110712615,0.004627207,0.00016587834,0.00013785754,0.0015473377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7711616,0.2013043,0.006696914,0.009947782,0.008999719,0.0018897306],"domain_scores_gemma":[0.7051488,0.22483349,0.0076330965,0.047567323,0.0119161755,0.002901236],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.23229374,0.0016275343,0.0022836514,0.012094539,0.009076297,0.023757657,0.009524037,0.0060776174,0.0059278985],"category_scores_gemma":[0.2013816,0.0018983207,0.002952008,0.010443179,0.07905978,0.026108075,0.016679635,0.0113525,0.001267886],"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":[0.000015146031,0.00004470389,0.00031176087,0.00022295084,0.000028033148,0.00007394215,0.025993552,0.00085373456,0.00017190246,0.96243894,0.0006301582,0.009215204],"study_design_scores_gemma":[0.000039907372,0.000031642092,0.00012347639,0.0006090838,0.000024736857,0.00005612871,0.010882599,0.00407668,0.000524581,0.95809823,0.025505468,0.000027511398],"about_ca_topic_score_codex":0.0046669478,"about_ca_topic_score_gemma":0.004703575,"teacher_disagreement_score":0.23229374,"about_ca_system_score_codex":0.014491725,"about_ca_system_score_gemma":0.023340376,"threshold_uncertainty_score":0.9467185},"labels":[],"label_agreement":null},{"id":"W4313363291","doi":"10.22148/001c.55507","title":"Conceptual Forays: A Corpus-based Study of “Theory” in Digital Humanities Journals","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Narrative; Narratology; Subject (documents); Perspective (graphical); Digital humanities; Semantics (computer science); Literary theory; Interpretation (philosophy); Epistemology; Field (mathematics); Heuristic; Sociology; Computer science; Linguistics; Humanities; Artificial intelligence; Literary criticism; Mathematics; Philosophy; World Wide Web","score_opus":0.1228525614456737,"score_gpt":0.28428661952384965,"score_spread":0.16143405807817596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313363291","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":[0.88573825,0.007992866,0.014951001,0.0134571465,0.0006238178,0.00047048056,0.0032878027,0.00012573326,0.07335298],"genre_scores_gemma":[0.983923,0.002201363,0.008014813,0.000613109,0.00020257753,0.0003276695,0.0015913912,0.00021292597,0.0029131852],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9877649,0.007439412,0.0009625561,0.0012910608,0.0020870348,0.0004550263],"domain_scores_gemma":[0.87359786,0.10472981,0.008052205,0.0062533324,0.00570429,0.0016624724],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.015668986,0.00036960724,0.0006274634,0.021173118,0.009285017,0.01290492,0.0021157204,0.0018345384,0.004232962],"category_scores_gemma":[0.0745191,0.00053565775,0.00035474144,0.030845834,0.022498628,0.020031823,0.0085722115,0.003304369,0.00041716284],"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":[0.00006345407,0.000056271692,0.008284908,0.00076719676,0.000026971737,0.00072019384,0.8054963,0.00017730577,0.0009930319,0.15027831,0.005271167,0.02786492],"study_design_scores_gemma":[0.000024791689,0.000052597054,0.017917708,0.0013505265,0.000036827445,0.00076213956,0.7127453,0.0011852154,0.0010839875,0.045986813,0.21879567,0.000058451616],"about_ca_topic_score_codex":0.0071895323,"about_ca_topic_score_gemma":0.013788627,"teacher_disagreement_score":0.9788269,"about_ca_system_score_codex":0.008269928,"about_ca_system_score_gemma":0.0044758744,"threshold_uncertainty_score":0.08286655},"labels":[],"label_agreement":null},{"id":"W4313363893","doi":"10.22148/001c.46662","title":"Are Computational Literary Studies Structuralist?","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"","keywords":"Structuralism (philosophy of science); Narrative; Epistemology; Literary criticism; Presentation (obstetrics); Relation (database); Literary theory; Sociology; Philosophy; Computer science; Linguistics","score_opus":0.14116809108927333,"score_gpt":0.3041771103153833,"score_spread":0.16300901922610997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313363893","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050330363,0.01685806,0.3592331,0.26673654,0.0028940933,0.00027550984,0.000941904,0.0007470662,0.30198336],"genre_scores_gemma":[0.8870693,0.0058234977,0.08523071,0.0070891664,0.003000371,0.0009652613,0.0006944154,0.00059564685,0.009531759],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96288866,0.026293669,0.0010116954,0.004585797,0.004499658,0.00072041474],"domain_scores_gemma":[0.83789563,0.1248957,0.005241651,0.02435835,0.0060292613,0.0015794254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03060575,0.00083347247,0.0013746376,0.0059773372,0.006703847,0.019246433,0.004671792,0.0042473003,0.011991657],"category_scores_gemma":[0.11780601,0.000917417,0.0013325365,0.006119515,0.06208305,0.039049525,0.010540896,0.0066251517,0.0018090128],"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":[0.00001336345,0.000011947715,0.0004393377,0.00021020242,0.000020941596,0.000026037145,0.005705201,0.00034061397,0.000031347154,0.9837945,0.002146318,0.007260163],"study_design_scores_gemma":[0.000014528023,0.0000065337144,0.00022762698,0.00014801139,0.000007951185,0.000045237848,0.002909803,0.0009353471,0.0000767988,0.9668513,0.02877014,0.000006794034],"about_ca_topic_score_codex":0.0012682918,"about_ca_topic_score_gemma":0.0017089483,"teacher_disagreement_score":0.03060575,"about_ca_system_score_codex":0.0060683116,"about_ca_system_score_gemma":0.00481933,"threshold_uncertainty_score":0.16186059},"labels":[],"label_agreement":null},{"id":"W4313409859","doi":"10.22148/001c.57195","title":"From Concepts to Texts and Back: Operationalization as a Core Activity of Digital Humanities","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":12,"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":"Operationalization; Realm; Epistemology; Process (computing); Construct (python library); Computer science; Sociology; Political science; Philosophy","score_opus":0.20341132908151102,"score_gpt":0.4160787014155996,"score_spread":0.21266737233408858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313409859","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03631973,0.009500409,0.7043635,0.04133306,0.0010979695,0.0009919072,0.0003565187,0.0006572762,0.2053797],"genre_scores_gemma":[0.6449718,0.0042497045,0.3349949,0.0034440076,0.00059302425,0.0018317486,0.000517579,0.00083431863,0.008562968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9475803,0.038604096,0.0032361096,0.0036727604,0.0055939816,0.0013127209],"domain_scores_gemma":[0.9320339,0.049409967,0.0037862703,0.008660753,0.0047121975,0.0013969464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045796648,0.0017670434,0.0011804991,0.009632679,0.006996685,0.024607873,0.0034386741,0.003843159,0.008071251],"category_scores_gemma":[0.078223065,0.0011349693,0.001418797,0.011479992,0.100368425,0.06063425,0.01593588,0.008798849,0.0014541446],"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":[0.000014191516,0.000013308805,0.00025879793,0.00015313293,0.000007647357,0.00007136341,0.032201447,0.00023379242,0.0002039199,0.9530539,0.00071508996,0.013073495],"study_design_scores_gemma":[0.000012665757,0.000018770439,0.000294444,0.00048285956,0.000009943012,0.0001356924,0.024948968,0.0007728804,0.0005165152,0.92036766,0.05240854,0.000030987798],"about_ca_topic_score_codex":0.0060562845,"about_ca_topic_score_gemma":0.0026615176,"teacher_disagreement_score":0.045796648,"about_ca_system_score_codex":0.010220104,"about_ca_system_score_gemma":0.010319397,"threshold_uncertainty_score":0.2421987},"labels":[],"label_agreement":null},{"id":"W4319604386","doi":"10.22148/001c.55592","title":"Should we really ‘hermeneutise’ the Digital Humanities? A plea for the epistemic productivity of a ‘cultural technique of flattening’ in the Humanities.","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":17,"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; Hermeneutics; Humanities; Epistemology; Sociology; Philosophy","score_opus":0.15983666033118077,"score_gpt":0.3027010683654781,"score_spread":0.14286440803429734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319604386","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012029588,0.024096647,0.12926672,0.6455571,0.005915417,0.00011231998,0.00016327213,0.00044972837,0.18240917],"genre_scores_gemma":[0.692957,0.01931445,0.09412449,0.11810386,0.008919007,0.00061544904,0.0002443145,0.0012421497,0.06447931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9746756,0.01647847,0.0007779187,0.0027162586,0.003951298,0.00140047],"domain_scores_gemma":[0.94615835,0.032489214,0.0031771192,0.011703255,0.004289113,0.0021829326],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.024795346,0.0011238995,0.0011100982,0.0038944006,0.008896286,0.031509448,0.002548892,0.00928714,0.011916414],"category_scores_gemma":[0.06326448,0.0007312577,0.0008449898,0.0038853274,0.12013401,0.06669638,0.01551073,0.016128754,0.0038851998],"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":[0.00000980346,0.000009510461,0.00015664009,0.0000647975,0.0000053485883,0.000021222113,0.0061211763,0.00010683903,0.00008238475,0.9804103,0.006598,0.0064139687],"study_design_scores_gemma":[0.000010142458,0.000008746372,0.00015146595,0.00021965711,0.000004133559,0.00006458412,0.00583494,0.00027377537,0.00021276055,0.8112347,0.181956,0.00002912281],"about_ca_topic_score_codex":0.005971476,"about_ca_topic_score_gemma":0.00456676,"teacher_disagreement_score":0.9911037,"about_ca_system_score_codex":0.0067223813,"about_ca_system_score_gemma":0.0074071386,"threshold_uncertainty_score":0.13113183},"labels":[],"label_agreement":null},{"id":"W4320020468","doi":"10.22148/001c.57764","title":"Theory-Driven Statistics for the Digital Humanities: Presenting Pitfalls and a Practical Guide by the Example of the Reformation","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Data Analysis with R","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":"Credibility; Test (biology); Digital humanities; Statistical hypothesis testing; Bridge (graph theory); Protestantism; Logistic regression; Psychology; Data science; Computer science; Epistemology; Sociology; Political science; Statistics; Mathematics; Philosophy; Library science; Machine learning; Law","score_opus":0.058927451875183105,"score_gpt":0.32210626912233287,"score_spread":0.26317881724714975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320020468","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040491438,0.00846033,0.910154,0.07142575,0.0034006592,0.000254756,0.00028249982,0.0012552248,0.004361894],"genre_scores_gemma":[0.012140582,0.006535657,0.9520524,0.017646162,0.0053515364,0.0019901535,0.00032583854,0.0014014462,0.0025562523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8865472,0.09396466,0.0052183163,0.002733828,0.010980091,0.0005559108],"domain_scores_gemma":[0.6015509,0.35290754,0.0053214408,0.024688013,0.013940216,0.0015918863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09985855,0.0024842315,0.0027609316,0.008120963,0.0025554383,0.012287492,0.0056606787,0.00873059,0.010072495],"category_scores_gemma":[0.3360718,0.0020097317,0.002398024,0.008298953,0.020046182,0.016401663,0.008859033,0.028114213,0.008108797],"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":[0.000047450354,0.0000928211,0.00050292583,0.00074131537,0.00008113762,0.00029662641,0.0010285383,0.003041727,0.0005433651,0.78896856,0.12876838,0.07588718],"study_design_scores_gemma":[0.000043331762,0.0000453649,0.00016303749,0.00075478957,0.000012487953,0.00035371972,0.00024732316,0.010205965,0.0003952079,0.84662974,0.14107639,0.00007273985],"about_ca_topic_score_codex":0.0019494272,"about_ca_topic_score_gemma":0.0024881528,"teacher_disagreement_score":0.09985855,"about_ca_system_score_codex":0.0038784402,"about_ca_system_score_gemma":0.0068872566,"threshold_uncertainty_score":0.52810884},"labels":[],"label_agreement":null},{"id":"W4320058452","doi":"10.22148/001c.55508","title":"Sailing on Encrypted Seas: The Archive and Digital Memory in African and Diasporic Futurism","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Diverse Musicological 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":"Digitization; Humanity; Scholarship; Faith; Futurist; Digital scholarship; Visual arts; Sociology; History; Art; Art history; Computer science; World Wide Web; Political science; Law; Telecommunications; Epistemology; Philosophy","score_opus":0.08162255771898413,"score_gpt":0.23602104120717565,"score_spread":0.15439848348819152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320058452","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":[0.6654894,0.024876278,0.008289141,0.03890437,0.00082052714,0.000050448172,0.00012754572,0.00006866456,0.26137364],"genre_scores_gemma":[0.9901022,0.003412791,0.0007089561,0.00047872658,0.000109984416,0.000011261126,0.000014595288,0.000022328415,0.0051392815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99870074,0.00087477884,0.000039478902,0.000064270556,0.00013257029,0.0001880382],"domain_scores_gemma":[0.997815,0.0013836036,0.00025147048,0.00025229037,0.00012055703,0.00017695758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029297196,0.0002778089,0.00025051163,0.0024253896,0.010606,0.010441794,0.00071537524,0.0014059405,0.0048138835],"category_scores_gemma":[0.0063481308,0.00020461282,0.00017228449,0.002726678,0.025474332,0.012059152,0.00781288,0.00206773,0.00033781384],"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":[0.000077878736,0.000020072186,0.0027635104,0.00017809354,0.000007214577,0.00092135905,0.5317123,0.00010914355,0.00028580165,0.4274859,0.0031001621,0.03333856],"study_design_scores_gemma":[0.00001213434,0.000057482543,0.0041643456,0.0011494552,0.00001900647,0.0014779902,0.67993176,0.00037037977,0.00092638185,0.09902267,0.21283945,0.00002897375],"about_ca_topic_score_codex":0.003723222,"about_ca_topic_score_gemma":0.009025123,"teacher_disagreement_score":0.010606,"about_ca_system_score_codex":0.0027836664,"about_ca_system_score_gemma":0.002091771,"threshold_uncertainty_score":0.020197034},"labels":[],"label_agreement":null},{"id":"W4320484258","doi":"10.22148/001c.68188","title":"How Network Analysis Uncovers International Networks of Smuggling History: Criminals in Nagasaki, Japan circa 1667","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"China's Socioeconomic Reforms and Governance","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":"Washington University in St. Louis","keywords":"Magistrate; History; Criminology; Geography; Genealogy; Law; Political science; Sociology; Archaeology","score_opus":0.04108431609154059,"score_gpt":0.3001960300701222,"score_spread":0.25911171397858157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320484258","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":[0.98818445,0.00065332657,0.002795477,0.0011372982,0.000021898257,0.000017914355,0.0009344527,0.00003076306,0.0062242984],"genre_scores_gemma":[0.9963205,0.0004954486,0.0014129034,0.000047624457,0.000018513503,0.000026707614,0.0010242825,0.0000138968435,0.0006402264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995554,0.0001538636,0.00002509848,0.00013324218,0.000051923194,0.00008039085],"domain_scores_gemma":[0.99716645,0.0009861949,0.0007984,0.00034414494,0.00040239166,0.00030243018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008080459,0.00024852017,0.00028568457,0.0054196594,0.0014723907,0.0025913392,0.00043302964,0.0005425859,0.0013325269],"category_scores_gemma":[0.00700624,0.0002811988,0.00021303639,0.0075120814,0.0012480457,0.0037893,0.0017120643,0.0005528793,0.00024351524],"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":[0.000084175495,0.000042907974,0.86321956,0.00015314907,0.00018797244,0.0009463123,0.05029058,0.004476765,0.0009037265,0.020845411,0.0062343096,0.05261505],"study_design_scores_gemma":[0.000009708221,0.00003784552,0.8407671,0.00021899326,0.00022429005,0.00041662817,0.0791526,0.022253295,0.00048329766,0.018516645,0.0378548,0.00006477109],"about_ca_topic_score_codex":0.074777804,"about_ca_topic_score_gemma":0.10226186,"teacher_disagreement_score":0.074777804,"about_ca_system_score_codex":0.0015730986,"about_ca_system_score_gemma":0.0013648239,"threshold_uncertainty_score":0.1486851},"labels":[],"label_agreement":null},{"id":"W4321367095","doi":"10.22148/001c.68086","title":"‘A pretty sublime mix of WTF and OMG’. Four explorations into the practice of evaluation on online book reviewing platforms","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Games and Media","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":"Disappointment; Sketch; Reading (process); Literal (mathematical logic); Character (mathematics); Sublime; Style (visual arts); Computer science; World Wide Web; Literature; Psychology; Linguistics; Art; Philosophy","score_opus":0.12924748400913003,"score_gpt":0.4050283872097174,"score_spread":0.27578090320058735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321367095","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20226875,0.028590899,0.15764718,0.22873092,0.003532564,0.00096405525,0.0002957744,0.0014248424,0.376545],"genre_scores_gemma":[0.86973727,0.0039098663,0.05829622,0.018156407,0.000919448,0.0007191341,0.00013149745,0.0019296393,0.046200577],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9114143,0.064748146,0.0023511779,0.0049929284,0.014398548,0.0020949296],"domain_scores_gemma":[0.872764,0.09159017,0.005137765,0.015328252,0.012230274,0.002949512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.071589865,0.0004693913,0.0007162184,0.004716115,0.0057488726,0.015429809,0.0013300508,0.00333435,0.0057838843],"category_scores_gemma":[0.15498853,0.0008225262,0.00044802658,0.004094376,0.02286494,0.020453721,0.007450629,0.004549218,0.0018205444],"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":[0.00023130715,0.00010434604,0.008374785,0.0011310028,0.000065014734,0.00076682866,0.3055949,0.00031517094,0.0060247504,0.18636346,0.0518427,0.43918577],"study_design_scores_gemma":[0.00003350526,0.00018450264,0.010605341,0.0020889249,0.000027598182,0.00140127,0.077927954,0.0010407349,0.0030571953,0.05438003,0.8491134,0.00013962311],"about_ca_topic_score_codex":0.0042083124,"about_ca_topic_score_gemma":0.007226319,"teacher_disagreement_score":0.071589865,"about_ca_system_score_codex":0.006638257,"about_ca_system_score_gemma":0.003617379,"threshold_uncertainty_score":0.37860793},"labels":[],"label_agreement":null},{"id":"W4328051182","doi":"10.22148/001c.55795","title":"From the Archive to the Computer: Michel Foucault and the Digital Humanities","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"Digital humanities; Historiography; Context (archaeology); Michel foucault; Reading (process); Problematization; Epistemology; Field (mathematics); Humanities; Sociology; Digitization; Art history; Philosophy; History; Linguistics; Politics; Computer science; Archaeology; Political science","score_opus":0.06118782381022655,"score_gpt":0.24706904804020183,"score_spread":0.18588122422997527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328051182","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061022667,0.28730994,0.0211776,0.56923074,0.0057805055,0.000026617749,0.00012204179,0.00022686913,0.11002348],"genre_scores_gemma":[0.6104918,0.18097593,0.038213857,0.07510247,0.022410778,0.00037924352,0.00020478466,0.00093820004,0.07128292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9923637,0.005527524,0.00015447321,0.00066264655,0.00097564916,0.00031602668],"domain_scores_gemma":[0.9908246,0.007557059,0.00032718838,0.0005081395,0.00043995355,0.00034309196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007335837,0.0006269293,0.0006925064,0.0036449425,0.007102317,0.010792048,0.0010141964,0.0055891327,0.0027940471],"category_scores_gemma":[0.016974246,0.00050595985,0.00041893625,0.0039895773,0.03413458,0.021331435,0.004328663,0.007977256,0.0012715178],"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":[0.00002178574,0.000011862007,0.00007979714,0.00006112375,0.000004295885,0.00006603559,0.006222273,0.0001562023,0.000050105267,0.9328406,0.041011136,0.019474743],"study_design_scores_gemma":[0.000008699125,0.000010689458,0.00011124371,0.00034031324,0.0000036352683,0.00012717972,0.0010859098,0.0003602066,0.00018478863,0.58980614,0.4079281,0.00003305295],"about_ca_topic_score_codex":0.010351305,"about_ca_topic_score_gemma":0.0076882984,"teacher_disagreement_score":0.9928977,"about_ca_system_score_codex":0.009400397,"about_ca_system_score_gemma":0.0035339263,"threshold_uncertainty_score":0.068205},"labels":[],"label_agreement":null},{"id":"W4365998489","doi":"10.22148/001c.38966","title":"Heritage site-seeing through the visitor’s lens on Instagram","year":2022,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Diverse Aspects of Tourism Research","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":"University of Oxford","keywords":"Visitor pattern; Tourism; Heritage tourism; Context (archaeology); Social media; Cultural heritage; Narrative; Object (grammar); Destinations; Historic site; Geography; Visual arts; Cultural heritage management; Archaeology; Computer science; World Wide Web; Art","score_opus":0.06141230905664609,"score_gpt":0.35667579298470764,"score_spread":0.29526348392806157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365998489","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":[0.8658309,0.00072072545,0.019491777,0.0007243506,0.00014685541,0.00033211234,0.03170138,0.0019728497,0.0790791],"genre_scores_gemma":[0.9324332,0.00043936967,0.031629812,0.00027823242,0.000106126165,0.00016048293,0.013032988,0.00035982882,0.021559905],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997409,0.000045939214,0.000008175953,0.00006857579,0.000075667966,0.00006070851],"domain_scores_gemma":[0.9995732,0.000118856966,0.00007012875,0.0001015993,0.000082945626,0.00005322257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796576,0.00030449714,0.00021677748,0.0012982411,0.0004336931,0.0014835912,0.000268171,0.00032066277,0.009022133],"category_scores_gemma":[0.00095363986,0.00013555607,0.0002986595,0.0013372406,0.00039092384,0.0012226199,0.00097015256,0.0004524437,0.0034082653],"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":[0.001017748,0.00036015228,0.32742506,0.0021027662,0.00021987541,0.002878027,0.03277635,0.003102626,0.06457259,0.0077309203,0.12359731,0.43421665],"study_design_scores_gemma":[0.000020543182,0.00016742227,0.755866,0.00036080604,0.00009785026,0.001877645,0.03243409,0.01437815,0.0136965215,0.0021770867,0.17878842,0.00013551173],"about_ca_topic_score_codex":0.024743414,"about_ca_topic_score_gemma":0.10262914,"teacher_disagreement_score":0.024743414,"about_ca_system_score_codex":0.00032101115,"about_ca_system_score_gemma":0.000288448,"threshold_uncertainty_score":0.049198747},"labels":[],"label_agreement":null},{"id":"W4366714876","doi":"10.22148/001c.74293","title":"Searching maps by words: how machine learning changes the way we explore map collections","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Arts and Humanities Research Council; Alan Turing Institute; Austrian Institute of Technology; University of Minnesota; University of Southern California","keywords":"Interactivity; Mind map; Computer science; Curiosity; Interface (matter); Information retrieval; World Wide Web; Visualization; Beauty; Annotation; Artificial intelligence; Art","score_opus":0.08158655033373287,"score_gpt":0.3221743146279093,"score_spread":0.24058776429417644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366714876","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.095997274,0.0067826817,0.6307425,0.07889934,0.0013189644,0.00026809092,0.0020457318,0.013826117,0.17011935],"genre_scores_gemma":[0.4063898,0.0040897545,0.55755347,0.0050205244,0.0005951786,0.00039411866,0.0018048723,0.0045987475,0.019553486],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99166673,0.005365927,0.00031974833,0.0012134386,0.0011551003,0.00027902116],"domain_scores_gemma":[0.968908,0.02469331,0.0005854653,0.0037666592,0.0013285714,0.0007179703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009343608,0.0007150665,0.0008346507,0.0063272575,0.003991535,0.02267768,0.0035874015,0.0025274362,0.011551076],"category_scores_gemma":[0.054457035,0.00080560904,0.0011878075,0.0075091776,0.011106207,0.040278643,0.009537635,0.0036359783,0.0053133164],"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":[0.00020470869,0.00019202838,0.008420319,0.0007454498,0.00013867355,0.0003304239,0.08280563,0.0059381574,0.0023946469,0.2597643,0.066246115,0.5728196],"study_design_scores_gemma":[0.00005173526,0.00005493247,0.002727565,0.00046226053,0.0000612878,0.00030365147,0.02439692,0.019646907,0.002056122,0.6507487,0.29935,0.00013993186],"about_ca_topic_score_codex":0.00806486,"about_ca_topic_score_gemma":0.011247917,"teacher_disagreement_score":0.02267768,"about_ca_system_score_codex":0.001985872,"about_ca_system_score_gemma":0.0017464429,"threshold_uncertainty_score":0.049414337},"labels":[],"label_agreement":null},{"id":"W4379467399","doi":"10.22148/001c.74602","title":"Text-mining metadata: What can titles tell us of the history of modern and contemporary art?","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Metadata; Reading (process); Digitization; Contemporary art; Computer science; Scholarship; The arts; Topic model; World Wide Web; Visual arts; History; Information retrieval; Art; Linguistics; Art history","score_opus":0.12504934775014093,"score_gpt":0.3525318226868839,"score_spread":0.22748247493674295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379467399","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":[0.6594302,0.02096996,0.120007195,0.022583919,0.00167627,0.00058956444,0.12743291,0.001289321,0.046020586],"genre_scores_gemma":[0.84928477,0.004588858,0.07193239,0.0012253766,0.0014907265,0.00067772024,0.06581472,0.0002923516,0.004693164],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964743,0.0015338062,0.00045911,0.00066769985,0.0006802275,0.00018484841],"domain_scores_gemma":[0.9667454,0.021969685,0.004433995,0.0029662873,0.0030107533,0.000873831],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0055764387,0.0004660782,0.00066697143,0.014299101,0.0015155092,0.0052450304,0.0012381691,0.0010495966,0.00313062],"category_scores_gemma":[0.040229548,0.00031510115,0.0006611809,0.017467558,0.0019718562,0.015115153,0.0019437317,0.0012736577,0.002135833],"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":[0.00076544704,0.00028232601,0.38671792,0.0037865029,0.00028248166,0.00091260986,0.025153466,0.0026448322,0.006820761,0.054267865,0.057093192,0.4612725],"study_design_scores_gemma":[0.00010072134,0.0002630211,0.3082882,0.0036384382,0.00033314223,0.0015078816,0.06905973,0.02517829,0.0128874695,0.15268211,0.42578128,0.00027971723],"about_ca_topic_score_codex":0.0049247346,"about_ca_topic_score_gemma":0.006670476,"teacher_disagreement_score":0.9857009,"about_ca_system_score_codex":0.0014907746,"about_ca_system_score_gemma":0.0014379245,"threshold_uncertainty_score":0.029491365},"labels":[],"label_agreement":null},{"id":"W4381708035","doi":"10.22148/001c.73249","title":"An Ever-Expanding World Literary Genre: Defining Magic Realism on Wikipedia","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Literature, Magical Realism, García Márquez","field":"Arts and Humanities","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":"Magic realism; MAGIC (telescope); Realism; Literature; Scholarship; Phenomenon; Philosophical realism; History; Epistemology; Art; Philosophy; Political science; Law","score_opus":0.056729037839126216,"score_gpt":0.3107540225573207,"score_spread":0.2540249847181945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381708035","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":[0.7641559,0.017440833,0.01909005,0.005878855,0.00082072103,0.0002341052,0.011763834,0.0003735322,0.1802421],"genre_scores_gemma":[0.94499123,0.007798125,0.024674617,0.0011186871,0.00046898914,0.00025141236,0.009789332,0.00046501315,0.01044262],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99756783,0.0010104743,0.00037314917,0.0002804129,0.00062912,0.00013900627],"domain_scores_gemma":[0.9866751,0.0074773557,0.0023705617,0.00078203925,0.002099196,0.00059578265],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0021722617,0.0003135764,0.00036321543,0.020765295,0.0027249153,0.008116639,0.00049894565,0.00057193433,0.002802891],"category_scores_gemma":[0.0141111715,0.00019543007,0.00022025683,0.017506735,0.0035838308,0.011755886,0.0044851108,0.00072694605,0.00068571157],"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":[0.0002577957,0.00010400032,0.12554738,0.0035532475,0.00011102558,0.001735868,0.33586627,0.0005345524,0.0068128733,0.22123757,0.057370458,0.24686909],"study_design_scores_gemma":[0.000017074402,0.00004218735,0.12303205,0.0044438057,0.00007393717,0.0018448761,0.2159147,0.0012033719,0.0018175329,0.035521388,0.6159681,0.0001209183],"about_ca_topic_score_codex":0.0038606522,"about_ca_topic_score_gemma":0.006522073,"teacher_disagreement_score":0.9792347,"about_ca_system_score_codex":0.0010776544,"about_ca_system_score_gemma":0.0011223381,"threshold_uncertainty_score":0.01148814},"labels":[],"label_agreement":null},{"id":"W4382314620","doi":"10.22148/001c.73258","title":"Escritor / Qillqaq: The Representation of Peruvian Literature in the Spanish and Quechua Wikipedias","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Representation (politics); Politics; Relation (database); Population; Product (mathematics); Sociology; Linguistics; Geography; Ethnology; Anthropology; Political science; Computer science; Demography","score_opus":0.04461075900244968,"score_gpt":0.3820155821576306,"score_spread":0.33740482315518094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382314620","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":[0.90394044,0.0015156231,0.004417014,0.0016948275,0.00006677275,0.00009268984,0.002076839,0.00043246816,0.085763305],"genre_scores_gemma":[0.98247933,0.0007478457,0.004151021,0.00014128553,0.000035861158,0.00008488518,0.0014176278,0.00009955384,0.010842706],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99958104,0.00021241316,0.000018957779,0.00005820925,0.00008689719,0.000042505566],"domain_scores_gemma":[0.9971047,0.0014170611,0.00035104706,0.0002785273,0.0006893222,0.00015943048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013179579,0.00017833915,0.00012936768,0.004476388,0.0015161168,0.0027425548,0.00032788675,0.00023828029,0.0038688597],"category_scores_gemma":[0.005419919,0.00007748134,0.00010933746,0.0038372616,0.0011475141,0.0022433118,0.0023938424,0.0002335784,0.000273051],"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":[0.000458978,0.000116044095,0.14463432,0.0011013551,0.00007375129,0.0027421734,0.47232264,0.0009846085,0.013198381,0.04938107,0.023512827,0.29147384],"study_design_scores_gemma":[0.00004701342,0.00007862918,0.24203652,0.0007269927,0.00005965926,0.0011145016,0.31306568,0.0030328247,0.0034066595,0.0066879853,0.4296785,0.00006506346],"about_ca_topic_score_codex":0.026559401,"about_ca_topic_score_gemma":0.045555014,"teacher_disagreement_score":0.026559401,"about_ca_system_score_codex":0.0012710533,"about_ca_system_score_gemma":0.0012665886,"threshold_uncertainty_score":0.052809656},"labels":[],"label_agreement":null},{"id":"W4382315002","doi":"10.22148/001c.68341","title":"Italian Nostalgia: National and Global Identities of the Italian Novel","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Italian Fascism and Post-war Society","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":"National identity; Resistance (ecology); Distribution (mathematics); Consumption (sociology); Sociology; Identity (music); Media studies; History; Political science; Aesthetics; Social science; Art; Law","score_opus":0.03774417578911504,"score_gpt":0.32238682909809296,"score_spread":0.2846426533089779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382315002","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":[0.49656022,0.002048342,0.0005911691,0.0043305582,0.00039391467,0.000036419962,0.00021752012,0.000046747526,0.49577516],"genre_scores_gemma":[0.98851424,0.00057915255,0.00019108808,0.0001751731,0.00024151443,0.000021966422,0.00010336702,0.000047514714,0.010125831],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99746895,0.0011939926,0.00008275483,0.00035585556,0.00055108865,0.00034728562],"domain_scores_gemma":[0.9957262,0.0016056263,0.0010298534,0.000549364,0.00053384947,0.00055513467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035124295,0.00029444127,0.0003108152,0.003462999,0.0038679282,0.01156416,0.00043748933,0.0005609452,0.005880762],"category_scores_gemma":[0.009370755,0.00013721194,0.00014468112,0.0033743987,0.0067648026,0.0042555286,0.0036120415,0.0010937243,0.0008495823],"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":[0.00024188681,0.00009439616,0.0313375,0.00035250318,0.000027192526,0.0013921835,0.7788209,0.000104234714,0.00092679955,0.10320658,0.018519599,0.06497628],"study_design_scores_gemma":[0.000017402861,0.00011362916,0.17030273,0.0006744255,0.0000375358,0.0013710869,0.48423237,0.0002742868,0.0005904115,0.0075712954,0.33476162,0.00005315827],"about_ca_topic_score_codex":0.0038655954,"about_ca_topic_score_gemma":0.008125293,"teacher_disagreement_score":0.01156416,"about_ca_system_score_codex":0.0031497707,"about_ca_system_score_gemma":0.0013120545,"threshold_uncertainty_score":0.022853315},"labels":[],"label_agreement":null},{"id":"W4382337864","doi":"10.22148/001c.74068","title":"Quantifying the Gap: The Gender Gap in French Writers’ Wikidata","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Wikis in Education and Collaboration","field":"Social Sciences","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":"Gender gap; Representation (politics); Information gap; Diversity (politics); Computer science; Sociology; Political science; Anthropology","score_opus":0.26256984528829574,"score_gpt":0.43209060713089065,"score_spread":0.1695207618425949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382337864","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":[0.957195,0.0021641653,0.0035518294,0.002206173,0.00014220683,0.00005935971,0.0057024034,0.000109739776,0.028869195],"genre_scores_gemma":[0.9910918,0.000393042,0.0014846022,0.00020481543,0.000072679984,0.00009967028,0.002266926,0.000067140725,0.0043193963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991143,0.0034479743,0.00067765143,0.0014987241,0.002155347,0.0010773493],"domain_scores_gemma":[0.9457505,0.032303836,0.008101726,0.0031456328,0.0090761725,0.0016220822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008004883,0.00046970506,0.0006768894,0.009110158,0.0037628997,0.00644137,0.00073576183,0.00071716774,0.005784819],"category_scores_gemma":[0.047260035,0.00017889845,0.0002717947,0.011286035,0.0026793277,0.00564905,0.0035373045,0.0008499738,0.00121071],"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":[0.00042405678,0.00008337117,0.4394773,0.0007894406,0.00011985393,0.000688007,0.42250302,0.00031973302,0.0015491153,0.020815559,0.013793626,0.09943698],"study_design_scores_gemma":[0.000018640761,0.00010328672,0.5251558,0.00075619965,0.00006135945,0.0005601145,0.32182077,0.0012285452,0.0019871006,0.0081569115,0.14006045,0.00009083799],"about_ca_topic_score_codex":0.04988752,"about_ca_topic_score_gemma":0.061847426,"teacher_disagreement_score":0.04988752,"about_ca_system_score_codex":0.0037339458,"about_ca_system_score_gemma":0.0021438356,"threshold_uncertainty_score":0.09919429},"labels":[],"label_agreement":null},{"id":"W4382598314","doi":"10.22148/001c.74598","title":"Preface: World Literature in an Expanding Digital Space","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Translation Studies and Practices","field":"Arts and Humanities","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":"Deutsche Forschungsgemeinschaft","keywords":"Encyclopedia; Multilingualism; Data science; Space (punctuation); Computer science; Sociology; Library science","score_opus":0.0832909468269947,"score_gpt":0.32988617093724826,"score_spread":0.24659522411025356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382598314","genre_codex":"editorial","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014618238,0.012401115,0.0040382924,0.058833577,0.8488534,0.00024734568,0.0031970483,0.00076137896,0.0702059],"genre_scores_gemma":[0.010378759,0.017657133,0.0028504012,0.021392131,0.7859159,0.00040306768,0.0067079426,0.0016178973,0.1530767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990088,0.00019018496,0.000103725826,0.00015463021,0.00046278746,0.00007983315],"domain_scores_gemma":[0.987358,0.004526929,0.0007269573,0.00093423185,0.0042186403,0.0022352615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001768649,0.0013440101,0.0012559126,0.0060579153,0.003537508,0.0074974443,0.00124383,0.0016343186,0.10095992],"category_scores_gemma":[0.012642437,0.0004343524,0.0007696611,0.0048699654,0.0014633364,0.005917657,0.0035388446,0.0061645643,0.044231586],"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":[0.00001121494,0.000011876285,0.00008159824,0.00011781532,0.0000023372322,0.000025094903,0.000116311865,0.000023706776,0.00013563706,0.0015483127,0.9844779,0.013448287],"study_design_scores_gemma":[0.0000048161432,0.000030652784,0.0010045681,0.0004353038,0.0000049909563,0.00015001769,0.00021445785,0.00006788073,0.000081003534,0.0019323621,0.99606425,0.000009763788],"about_ca_topic_score_codex":0.0018768436,"about_ca_topic_score_gemma":0.003210372,"teacher_disagreement_score":0.10095992,"about_ca_system_score_codex":0.001820585,"about_ca_system_score_gemma":0.0019538603,"threshold_uncertainty_score":0.3377446},"labels":[],"label_agreement":null},{"id":"W4382629066","doi":"10.22148/001c.70251","title":"The Wikipedia Republic of Literary Characters","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Encyclopedia; Narrative; Opposition (politics); Taxonomy (biology); Linguistics; Theme (computing); Computer science; Character (mathematics); Literature; World Wide Web; Art; Philosophy; Political science","score_opus":0.03925478040940007,"score_gpt":0.36423273205712353,"score_spread":0.3249779516477235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382629066","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":[0.6963197,0.0021791907,0.005830229,0.0015875131,0.00047727718,0.0002267032,0.030756744,0.00041055767,0.262212],"genre_scores_gemma":[0.9392797,0.00068689836,0.0062190113,0.00030768782,0.00014268042,0.00027780505,0.019087108,0.000235876,0.03376341],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99807066,0.0006204709,0.00026641978,0.00047035978,0.00038594336,0.00018621053],"domain_scores_gemma":[0.99218327,0.0024620327,0.0019572247,0.0012452848,0.0014342316,0.000717861],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010050084,0.00018727903,0.0002572982,0.00475869,0.002075738,0.0036854795,0.0003393044,0.00036223076,0.007451687],"category_scores_gemma":[0.009463722,0.0001625748,0.00014099921,0.006870874,0.0010675534,0.003206844,0.0020641575,0.00042648846,0.0020914795],"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":[0.00072900456,0.00013695082,0.23985769,0.0020758477,0.00014314198,0.001909879,0.12661104,0.0005508286,0.012191928,0.11551732,0.15307692,0.34719944],"study_design_scores_gemma":[0.000011062568,0.000037244452,0.17458619,0.0003791641,0.00003703304,0.0016187018,0.028387213,0.0007378444,0.0029986484,0.006938807,0.78422,0.00004813833],"about_ca_topic_score_codex":0.0037733424,"about_ca_topic_score_gemma":0.005685613,"teacher_disagreement_score":0.99792427,"about_ca_system_score_codex":0.0006495642,"about_ca_system_score_gemma":0.00070131436,"threshold_uncertainty_score":0.024928391},"labels":[],"label_agreement":null},{"id":"W4385719959","doi":"10.22148/001c.84475","title":"Examining the representation of landscape and its emotional value in German-Swiss fiction between 1840 and 1940","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological 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":"German; Representation (politics); Space (punctuation); Sentiment analysis; Value (mathematics); Perspective (graphical); Valence (chemistry); Relation (database); Linguistics; Sociology; Psychology; Computer science; Artificial intelligence; Philosophy; Politics; Political science; Law","score_opus":0.07550319640186247,"score_gpt":0.2976491677200317,"score_spread":0.2221459713181692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385719959","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":[0.9660315,0.0022894542,0.0016728735,0.0005257182,0.000044588967,0.000016242218,0.0014655051,0.000029945664,0.02792426],"genre_scores_gemma":[0.9957638,0.00067642087,0.00041350906,0.000023354472,0.000025253219,0.000016328853,0.00095798733,0.000019342418,0.0021039424],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9996164,0.00011954441,0.000022068112,0.00008062824,0.000107642576,0.00005372408],"domain_scores_gemma":[0.9985892,0.0008438977,0.00027463728,0.00006620014,0.00017068397,0.000055336874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062492274,0.00032589224,0.00014270797,0.0054851654,0.0016684397,0.0018107203,0.00019862177,0.0003691389,0.0035555656],"category_scores_gemma":[0.0026760178,0.0001333676,0.00010876926,0.0050252033,0.0029376084,0.0014916622,0.0012083155,0.00032655968,0.0003155491],"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":[0.00034706545,0.00003616705,0.06074821,0.001427491,0.00007509282,0.0034262268,0.7094807,0.0024224466,0.014549547,0.079948574,0.012013014,0.11552549],"study_design_scores_gemma":[0.000017055761,0.000084214895,0.5438895,0.00052350375,0.00007078606,0.0019837215,0.1603192,0.0019470177,0.0038518098,0.005874216,0.28135157,0.000087446875],"about_ca_topic_score_codex":0.01739158,"about_ca_topic_score_gemma":0.037907492,"teacher_disagreement_score":0.01739158,"about_ca_system_score_codex":0.0026683193,"about_ca_system_score_gemma":0.0005003101,"threshold_uncertainty_score":0.034580708},"labels":[],"label_agreement":null},{"id":"W4386250985","doi":"10.22148/001c.84860","title":"Algorithmic Maps and the Political Geography of Early-modern Japan","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Geographic Information Systems Studies","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":"Universitat Autònoma de Barcelona; Center for Spatial and Textual Analysis, Stanford University; Waseda University; International Research Center for Japanese Studies","keywords":"Politics; Contiguity; Historiography; Political geography; Rank (graph theory); Geography; State (computer science); Economic geography; Space (punctuation); Population; Cartography; Genealogy; History; Sociology; Political science; Demography; Law; Mathematics; Archaeology; Computer science; Combinatorics","score_opus":0.026960302746373403,"score_gpt":0.30473644063718186,"score_spread":0.27777613789080846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386250985","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":[0.85130745,0.0015881726,0.044776276,0.0012215045,0.000045975023,0.000038618567,0.00059939723,0.00020561038,0.100216895],"genre_scores_gemma":[0.9866414,0.00040504284,0.010096819,0.000019128498,0.000014114307,0.000017517359,0.00019316151,0.00003982507,0.0025730294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961925,0.00015811512,0.000024255049,0.00007364012,0.000073975585,0.000050646824],"domain_scores_gemma":[0.9988066,0.0004894871,0.0002294998,0.00021723674,0.0001877868,0.00006949325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006488755,0.00024026781,0.00017369563,0.002814055,0.001308222,0.0035230166,0.00033295926,0.0003084386,0.003194851],"category_scores_gemma":[0.0040869927,0.00027237734,0.00028158753,0.0052393884,0.0037676913,0.0027375147,0.0016660563,0.0003731994,0.00021720142],"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":[0.00013906472,0.000042698663,0.13961075,0.0003465271,0.00009980918,0.0011172114,0.05731996,0.037915707,0.0016457,0.63185364,0.004583953,0.12532504],"study_design_scores_gemma":[0.000035624405,0.00009213553,0.34551227,0.00023846753,0.00014064461,0.000898493,0.070184894,0.060650505,0.0012934479,0.32699445,0.19383676,0.00012222456],"about_ca_topic_score_codex":0.041342553,"about_ca_topic_score_gemma":0.05648335,"teacher_disagreement_score":0.041342553,"about_ca_system_score_codex":0.0024081178,"about_ca_system_score_gemma":0.0009598863,"threshold_uncertainty_score":0.082203805},"labels":[],"label_agreement":null},{"id":"W4386925245","doi":"10.22148/001c.87560","title":"Understanding Peanuts and Schulzian Symmetry: Panel Detection, Caption Detection, and Gag Panels in 17,897 Comic Strips Through Distant Viewing.","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Advanced Image and Video Retrieval 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":"Comic strip; Comics; Newspaper; Thumbnail; Visual arts; Audience measurement; Computer science; Media studies; Art; Sociology; Advertising; Artificial intelligence; Image (mathematics)","score_opus":0.1672736653302643,"score_gpt":0.32001831376422835,"score_spread":0.15274464843396404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386925245","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":[0.8284066,0.003938176,0.011511084,0.0019790307,0.00019214975,0.000072225885,0.0015765358,0.0001880774,0.15213612],"genre_scores_gemma":[0.9725687,0.0011429337,0.0062228777,0.00031385824,0.00010779467,0.000057064968,0.0019224288,0.00023925604,0.017425066],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989466,0.00042782794,0.000043690707,0.00023679553,0.0002489031,0.00009618581],"domain_scores_gemma":[0.994101,0.004351221,0.00064470986,0.00040700872,0.00037119904,0.00012493898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012151228,0.00044866788,0.0002356772,0.0040294304,0.002806569,0.0042382814,0.0005611248,0.0008336258,0.007804261],"category_scores_gemma":[0.009778573,0.00024518193,0.00018134098,0.005441799,0.00463725,0.005122273,0.0026108068,0.0011120781,0.0010918872],"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":[0.00039695908,0.000088066816,0.05009577,0.0010932487,0.000041729392,0.005151868,0.5240493,0.0010358008,0.008475319,0.12138133,0.03224477,0.25594586],"study_design_scores_gemma":[0.00002963852,0.00006110864,0.1378156,0.00082766736,0.000041484287,0.0031998435,0.24821483,0.003616587,0.0064142896,0.03386985,0.5657996,0.00010960215],"about_ca_topic_score_codex":0.012183346,"about_ca_topic_score_gemma":0.032995477,"teacher_disagreement_score":0.012183346,"about_ca_system_score_codex":0.0014673915,"about_ca_system_score_gemma":0.00054342224,"threshold_uncertainty_score":0.026107907},"labels":[],"label_agreement":null},{"id":"W4387706663","doi":"10.22148/001c.88113","title":"Operationalizing Canonicity: A Quantitative Study of French 19th and 20th Century Literature","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Computational and Text Analysis Methods","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":"Agence Nationale de la Recherche","keywords":"Operationalization; Grammar; Sociology; Norm (philosophy); Politics; Literary criticism; Cultural transmission in animals; Sociocultural evolution; Linguistics; Epistemology; Philosophy; Law; Political science; Anthropology","score_opus":0.08131779061149383,"score_gpt":0.42113231399091483,"score_spread":0.339814523379421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387706663","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":[0.98041564,0.00086737855,0.0013145941,0.0004095304,0.000021965794,0.000084578125,0.0008345023,0.0000330212,0.016018778],"genre_scores_gemma":[0.9970663,0.00030831,0.0006760956,0.000055841498,0.000032081723,0.000087318505,0.0005554817,0.000017676924,0.0012008523],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9943658,0.0026794453,0.00044618253,0.00054792955,0.001592465,0.0003682272],"domain_scores_gemma":[0.9456034,0.035984997,0.0073156944,0.0017312383,0.0081144655,0.0012501815],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009823462,0.00040530882,0.00043055112,0.02161371,0.0032448682,0.0053377724,0.0008252139,0.0009293208,0.0032329622],"category_scores_gemma":[0.047856424,0.00017903566,0.00030187776,0.014021902,0.004661347,0.0038069622,0.0026009888,0.00067144516,0.00051064254],"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":[0.00015656154,0.00015022213,0.37167898,0.0007280278,0.000106817635,0.00078730506,0.5454724,0.00062324246,0.0015797928,0.020266335,0.002260203,0.056190073],"study_design_scores_gemma":[0.000011859532,0.00015255056,0.63688624,0.00047816866,0.00004104911,0.0007121591,0.3074324,0.0024527502,0.0010513472,0.0038818917,0.046814185,0.00008540776],"about_ca_topic_score_codex":0.037124943,"about_ca_topic_score_gemma":0.03294151,"teacher_disagreement_score":0.9783863,"about_ca_system_score_codex":0.006411304,"about_ca_system_score_gemma":0.0018995717,"threshold_uncertainty_score":0.07381767},"labels":[],"label_agreement":null},{"id":"W4388698876","doi":"10.22148/001c.87937","title":"Time Maps: Theory and Method","year":2023,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Narrative Theory and Analysis","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":"Narrative; Computer science; Schema (genetic algorithms); Chronotope; Narrative network; Heuristic; Narrative inquiry; Artificial intelligence; Art; Information retrieval; Literature; Narrative criticism","score_opus":0.04047170319887512,"score_gpt":0.3014801139038926,"score_spread":0.2610084107050175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388698876","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006722884,0.0016429758,0.89805186,0.0039531067,0.00035580638,0.0011057254,0.0013573974,0.00060955854,0.08620075],"genre_scores_gemma":[0.17728256,0.0025444794,0.7968493,0.00076673867,0.0002984875,0.006415837,0.0011065339,0.0006607731,0.014075262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9922916,0.0054576374,0.00031609417,0.000983433,0.00072229607,0.00022901924],"domain_scores_gemma":[0.98138994,0.014461144,0.0007259785,0.002004422,0.00102101,0.00039765015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010364982,0.0013176133,0.00082651863,0.0076915114,0.003255023,0.009767125,0.0037716294,0.0021620945,0.029280776],"category_scores_gemma":[0.026609981,0.0011359683,0.0011664546,0.008460506,0.011969063,0.011007127,0.005757153,0.003751024,0.005596006],"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":[0.000018868199,0.00004450552,0.00067019596,0.00020399863,0.000009406838,0.000104105784,0.00523005,0.0009799865,0.00007471291,0.9586708,0.0053662304,0.02862719],"study_design_scores_gemma":[0.000032386677,0.00002978455,0.0006024278,0.00046297017,0.000016108908,0.00028117205,0.007299871,0.010491174,0.00048448922,0.8262071,0.15404998,0.000042531356],"about_ca_topic_score_codex":0.004295654,"about_ca_topic_score_gemma":0.0026004072,"teacher_disagreement_score":0.029280776,"about_ca_system_score_codex":0.004031844,"about_ca_system_score_gemma":0.00404585,"threshold_uncertainty_score":0.097953975},"labels":[],"label_agreement":null},{"id":"W4391810377","doi":"10.22148/001c.91289","title":"\"Authentic and Amazing\": authenticity as an evaluative category in online consumer restaurant reviews","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Sport and Mega-Event Impacts","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":"Advertising; Psychology; Aesthetics; Art; Business","score_opus":0.10147950542829795,"score_gpt":0.43019515091578675,"score_spread":0.3287156454874888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391810377","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":[0.9461236,0.0020101585,0.025756877,0.0017029726,0.00020523081,0.00048410275,0.0014058123,0.00018401947,0.022127239],"genre_scores_gemma":[0.9806636,0.00031912638,0.016750827,0.0001856397,0.0000801543,0.0003916852,0.00071359274,0.000058488484,0.0008367689],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9816218,0.012858397,0.0012261621,0.0012406204,0.0027875626,0.0002655028],"domain_scores_gemma":[0.85972106,0.10227084,0.018879585,0.004026433,0.013904421,0.0011976367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015703334,0.00057981285,0.0005264018,0.0049859304,0.0017406414,0.0054855323,0.00055949175,0.00077769865,0.0017828787],"category_scores_gemma":[0.09353446,0.00027233502,0.0005042499,0.004908235,0.0025031953,0.0041334187,0.002395884,0.001340097,0.00041487714],"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":[0.0019677128,0.0004645282,0.48217252,0.00634909,0.0005956389,0.00060419546,0.22662596,0.0020596336,0.019066056,0.022014705,0.010583424,0.22749653],"study_design_scores_gemma":[0.00011465298,0.0007711063,0.6678428,0.0029582058,0.00069306866,0.001154473,0.19210143,0.032399673,0.016991137,0.025186531,0.0593263,0.00046058954],"about_ca_topic_score_codex":0.0028716144,"about_ca_topic_score_gemma":0.0069985674,"teacher_disagreement_score":0.015703334,"about_ca_system_score_codex":0.0019456651,"about_ca_system_score_gemma":0.0010195621,"threshold_uncertainty_score":0.083048165},"labels":[],"label_agreement":null},{"id":"W4392387227","doi":"10.22148/001c.92531","title":"Validation of the Story World Absorption Scale through annotation of online book reviews","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media Influence and Health","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":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Annotation; Scale (ratio); Absorption (acoustics); Computer science; Data science; World Wide Web; Information retrieval; Artificial intelligence; Geography; Cartography; Physics; Optics","score_opus":0.10285769558743348,"score_gpt":0.342681603623478,"score_spread":0.23982390803604453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392387227","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":[0.6406534,0.0008986782,0.28792757,0.0020677985,0.00081308093,0.012382421,0.006250384,0.0017113104,0.04729554],"genre_scores_gemma":[0.7072125,0.00057864265,0.2436593,0.0008957357,0.00027766172,0.030133838,0.007719327,0.001115856,0.008407203],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9076705,0.054252945,0.0094015,0.00630455,0.021373032,0.0009974262],"domain_scores_gemma":[0.5228459,0.27978927,0.023931585,0.039547812,0.13178967,0.002095759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.081450954,0.00087497785,0.0008228057,0.008870127,0.0033748013,0.0046207877,0.0021048568,0.0013398144,0.0032549023],"category_scores_gemma":[0.29866916,0.0005695427,0.00084966986,0.005862789,0.0029300484,0.005069295,0.0066098897,0.0020451136,0.0022068615],"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":[0.0009539916,0.00092625374,0.1301807,0.006429629,0.00028728778,0.001205767,0.40712753,0.002213806,0.056766428,0.016193595,0.018989243,0.35872573],"study_design_scores_gemma":[0.00021393094,0.00092905125,0.332887,0.0038040658,0.00045583182,0.001408065,0.17175265,0.026492545,0.0787467,0.022757538,0.35984057,0.00071201246],"about_ca_topic_score_codex":0.0027065137,"about_ca_topic_score_gemma":0.0054410216,"teacher_disagreement_score":0.081450954,"about_ca_system_score_codex":0.0021033748,"about_ca_system_score_gemma":0.003956153,"threshold_uncertainty_score":0.43075895},"labels":[],"label_agreement":null},{"id":"W4393084754","doi":"10.22148/001c.92535","title":"Topic models indicate textual aboutness and pragmatics: Valuation practices in Islamophobic discourse","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Pragmatics; Valuation (finance); Linguistics; Sociology; Computer science; Political science; Business; Philosophy; Accounting","score_opus":0.12967615831363632,"score_gpt":0.46276630122179513,"score_spread":0.3330901429081588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393084754","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":[0.8562711,0.00082425383,0.10991419,0.0024933692,0.000054125292,0.00007667793,0.00018522477,0.00012981877,0.030051254],"genre_scores_gemma":[0.99335927,0.000119224,0.0057310592,0.000035022626,0.000020374231,0.000022958891,0.00005453509,0.000038143586,0.0006193063],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99509096,0.0036704002,0.00015793927,0.0004705551,0.0004542627,0.00015599414],"domain_scores_gemma":[0.95790535,0.036921732,0.002327128,0.0014030123,0.0010820231,0.00036077158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008517079,0.00042194137,0.00032869988,0.002459497,0.001581022,0.006819416,0.0005403177,0.0008847029,0.0022489587],"category_scores_gemma":[0.03764804,0.00041191033,0.0003622791,0.0024734947,0.004891228,0.012071207,0.0033762755,0.0011341198,0.00029497963],"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":[0.00040199427,0.00008385943,0.040084336,0.00045251,0.00008686973,0.0006714486,0.597554,0.0030514277,0.006718838,0.2738528,0.0016004911,0.07544139],"study_design_scores_gemma":[0.000083914005,0.00020051438,0.07688997,0.00058990536,0.00017676683,0.0010740153,0.38022906,0.092338115,0.00573539,0.38897836,0.053510886,0.00019304059],"about_ca_topic_score_codex":0.0015912546,"about_ca_topic_score_gemma":0.001457299,"teacher_disagreement_score":0.008517079,"about_ca_system_score_codex":0.0017557497,"about_ca_system_score_gemma":0.00058924337,"threshold_uncertainty_score":0.04504311},"labels":[],"label_agreement":null},{"id":"W4394612139","doi":"10.22148/001c.115371","title":"What We Didn’t Know a Recipe Could Be: Political Commentary, Machine Learning Models, and the Fluidity of Form in Nineteenth-Century Newspaper Recipes","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Recipe; Newspaper; Politics; Artificial intelligence; History; Sociology; Computer science; Law; Media studies; Political science; Ancient history","score_opus":0.08343540009799033,"score_gpt":0.2788673364551353,"score_spread":0.19543193635714495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394612139","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":[0.8873201,0.0017976147,0.06888327,0.008647407,0.00031780408,0.000066733715,0.0006625447,0.00047267685,0.031831935],"genre_scores_gemma":[0.9831993,0.00023470343,0.01233138,0.00028038243,0.0000927093,0.000016312712,0.00044864626,0.000067961206,0.0033285506],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877316,0.0006286678,0.000052893494,0.00025119065,0.00020531185,0.00008882584],"domain_scores_gemma":[0.9920162,0.0058206515,0.0006985361,0.00061929086,0.00063703145,0.00020825907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200111,0.00048308593,0.0003226973,0.001536877,0.0017308036,0.0048223226,0.00050344475,0.0010494431,0.0022075798],"category_scores_gemma":[0.014134867,0.00026807105,0.00034953989,0.0013870047,0.0034478023,0.0048727645,0.0012464563,0.0024973834,0.00072708004],"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":[0.0012217223,0.00054180395,0.23346806,0.00053929904,0.00021396016,0.0015660761,0.046679255,0.02769006,0.005873463,0.19968233,0.02054949,0.46197447],"study_design_scores_gemma":[0.00006942624,0.00019987024,0.09242448,0.00081676216,0.00016869829,0.0013458423,0.03844849,0.3577109,0.009641214,0.38276154,0.11615165,0.0002611206],"about_ca_topic_score_codex":0.008562702,"about_ca_topic_score_gemma":0.013534218,"teacher_disagreement_score":0.008562702,"about_ca_system_score_codex":0.0013744759,"about_ca_system_score_gemma":0.0008905003,"threshold_uncertainty_score":0.017025769},"labels":[],"label_agreement":null},{"id":"W4396567945","doi":"10.22148/001c.115481","title":"Vectors of Violence: Legitimation and Distribution of State Power in the _People’s Liberation Army Daily_ (_Jiefangjun Bao_), 1956-1989","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Chinese history and philosophy","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":"Legitimation; Memoir; Power (physics); State (computer science); Politics; Representation (politics); China; Reading (process); Political science; Extension (predicate logic); Sociology; History; Law","score_opus":0.019711204644525283,"score_gpt":0.3001765817800995,"score_spread":0.2804653771355742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396567945","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":[0.9957671,0.000118673895,0.00012214897,0.000255052,0.000005329969,0.0000052306923,0.0004096884,0.0000053249846,0.0033115463],"genre_scores_gemma":[0.999201,0.000058307603,0.00006606758,0.0000071798654,0.0000041807675,0.000003807075,0.0001946408,0.0000019860945,0.00046291092],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9995766,0.00015585055,0.000052678297,0.00005817814,0.000097958495,0.00005867493],"domain_scores_gemma":[0.9965939,0.0014280305,0.0012099916,0.00012881687,0.00046240064,0.00017684726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007617028,0.00011345563,0.00014653422,0.0022561506,0.0008374858,0.0017154907,0.00021047908,0.00013697233,0.0019049222],"category_scores_gemma":[0.004564638,0.00013778254,0.00007889165,0.004159399,0.0011363676,0.0010381087,0.0008776217,0.0003674356,0.00014242833],"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":[0.00015919651,0.000041513802,0.8902218,0.00010199181,0.000060365597,0.0002869081,0.050486945,0.0004228794,0.0007640033,0.013270742,0.0027812966,0.04140248],"study_design_scores_gemma":[0.0000058093897,0.000025279736,0.9711865,0.000025782956,0.000017254282,0.00006075407,0.020768326,0.0011988685,0.00034007887,0.0012374799,0.0051222164,0.000011625079],"about_ca_topic_score_codex":0.024847105,"about_ca_topic_score_gemma":0.036956377,"teacher_disagreement_score":0.024847105,"about_ca_system_score_codex":0.0017751482,"about_ca_system_score_gemma":0.0005734223,"threshold_uncertainty_score":0.04940492},"labels":[],"label_agreement":null},{"id":"W4396687966","doi":"10.22148/001c.116142","title":"Gender (im)balance in the Russian cinema: on the screen and behind the camera","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","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 Alberta","funders":"","keywords":"Movie theater; Attendance; Narrative; Character (mathematics); Representation (politics); Prejudice (legal term); Test (biology); Psychology; Stereotype (UML); Film industry; Sociology; Gender studies; Social psychology; Art; Political science; Literature; Law; Mathematics","score_opus":0.0632649657141904,"score_gpt":0.26300683281109904,"score_spread":0.19974186709690867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396687966","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":[0.990915,0.0002904029,0.00046041934,0.00006075623,0.00001829585,0.00001162833,0.00077611674,0.000008856851,0.007458519],"genre_scores_gemma":[0.99785453,0.0000998593,0.0002488841,0.000013723658,0.000015588166,0.000009423896,0.00039958887,0.0000084985695,0.0013498535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992005,0.00029517876,0.000055300567,0.00018162644,0.00014124996,0.00012617566],"domain_scores_gemma":[0.99854183,0.00055823877,0.0004918825,0.00012464522,0.00015435199,0.00012906743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074585166,0.00017986003,0.00021550103,0.0009909865,0.00054044544,0.0013957189,0.00020731204,0.0002199389,0.003916916],"category_scores_gemma":[0.0038337419,0.00011961569,0.00014845775,0.00076617044,0.0004918754,0.00076971494,0.0010010197,0.00023915818,0.00060580135],"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":[0.0009990921,0.00010956616,0.8392154,0.00045010587,0.00012529087,0.0006580016,0.045817293,0.00044082708,0.012807248,0.0031718155,0.0030814044,0.09312406],"study_design_scores_gemma":[0.000003783219,0.00006651535,0.9701723,0.000082340885,0.000029965291,0.00033881195,0.018786756,0.00074478454,0.0012729706,0.00033839635,0.008148041,0.000015326801],"about_ca_topic_score_codex":0.0041835015,"about_ca_topic_score_gemma":0.0055773356,"teacher_disagreement_score":0.0041835015,"about_ca_system_score_codex":0.0003425154,"about_ca_system_score_gemma":0.00014796793,"threshold_uncertainty_score":0.0131034255},"labels":[],"label_agreement":null},{"id":"W4399118105","doi":"10.22148/001c.116905","title":"The World of Shakespeare and Company: An Introduction","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Business; Management; Economics","score_opus":0.042666983910807886,"score_gpt":0.28038459366443785,"score_spread":0.23771760975362996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399118105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015926914,0.3068489,0.007882582,0.09276933,0.05082974,0.000298234,0.003034487,0.0003613977,0.5220484],"genre_scores_gemma":[0.1335735,0.46503943,0.013485018,0.032053705,0.06385181,0.000776338,0.0046261707,0.0011652854,0.28542873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992822,0.0002671704,0.0000616065,0.00008222425,0.00022706481,0.00007980918],"domain_scores_gemma":[0.997177,0.001913497,0.00010029153,0.000055877525,0.00048107764,0.0002722177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008518671,0.0008802397,0.00067316135,0.0057700886,0.0037522644,0.0058556683,0.0005768366,0.0020568096,0.017234763],"category_scores_gemma":[0.0023761084,0.00045044333,0.00030262754,0.0058961394,0.002915226,0.0051807985,0.001897553,0.003077935,0.003987431],"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":[0.00004424722,0.0000989296,0.0011096187,0.0012897766,0.00001608271,0.00050470576,0.029120127,0.00020171248,0.0008774057,0.14366746,0.7086565,0.114413425],"study_design_scores_gemma":[0.0000016347535,0.00001275963,0.0010373022,0.00068491563,0.0000016901112,0.00016408325,0.0038999314,0.000027707172,0.000048338065,0.0051995288,0.9889135,0.000008584337],"about_ca_topic_score_codex":0.008022756,"about_ca_topic_score_gemma":0.013651198,"teacher_disagreement_score":0.017234763,"about_ca_system_score_codex":0.0024864988,"about_ca_system_score_gemma":0.0025523324,"threshold_uncertainty_score":0.05765605},"labels":[],"label_agreement":null},{"id":"W4399118211","doi":"10.22148/001c.116922","title":"Lending Books on the Left and Right Banks: Borrowing Practices at the American Library in Paris and Shakespeare and Company","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Historical Art and Culture 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":"New Left; Left and right; History; Business; Management; Political science; Economic history; Economics; Law; Engineering; Politics","score_opus":0.0413849591910085,"score_gpt":0.26820668807450876,"score_spread":0.22682172888350027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399118211","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":[0.925081,0.0013958936,0.0002389721,0.004139935,0.000028524933,0.000015861202,0.00013420188,0.000047468635,0.06891808],"genre_scores_gemma":[0.9802082,0.0009948524,0.00016969652,0.00039654042,0.00002441355,0.000012050068,0.000049046568,0.000027768321,0.018117437],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978738,0.0010952115,0.000070161244,0.00019103278,0.00042784275,0.0003418941],"domain_scores_gemma":[0.99374735,0.0032110997,0.001055501,0.0003324786,0.00076230924,0.0008912765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020661366,0.00025287797,0.00026879532,0.0038756265,0.014253244,0.012384419,0.00095706916,0.00122765,0.011197729],"category_scores_gemma":[0.0069532814,0.00038925748,0.00010464492,0.010050718,0.011408407,0.0067096413,0.0035545134,0.0014833248,0.0013575357],"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":[0.00005793434,0.000043856893,0.020333292,0.00005903233,0.000010867648,0.0014582115,0.91892993,0.0000864647,0.00030320563,0.01865229,0.0086067505,0.03145815],"study_design_scores_gemma":[0.000003654163,0.000026460799,0.031167613,0.00010696254,0.00000912632,0.0002214131,0.89178836,0.000052614552,0.00026882175,0.000564929,0.075766385,0.000023640921],"about_ca_topic_score_codex":0.2035709,"about_ca_topic_score_gemma":0.34758735,"teacher_disagreement_score":0.2035709,"about_ca_system_score_codex":0.015306627,"about_ca_system_score_gemma":0.004971429,"threshold_uncertainty_score":0.40477198},"labels":[],"label_agreement":null},{"id":"W4399118217","doi":"10.22148/001c.117123","title":"Black Internationalism and Shakespeare and Company","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Internationalism (politics); Management; Political science; Art; Economic history; History; Economics; Law; Politics","score_opus":0.05067961012807186,"score_gpt":0.27761187415690725,"score_spread":0.22693226402883537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399118217","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13503583,0.0109394025,0.0015634265,0.026645852,0.00061189925,0.000014268988,0.00006205873,0.00007395418,0.8250533],"genre_scores_gemma":[0.9093364,0.0026841464,0.00037502823,0.0020579447,0.00019964276,0.000023413406,0.000031088413,0.000114186696,0.0851782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772376,0.001295595,0.000026818252,0.00023090695,0.00034157778,0.00038134077],"domain_scores_gemma":[0.99856806,0.0005848139,0.00020703163,0.00018476203,0.00022834197,0.00022703026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002493483,0.0005335568,0.00024033629,0.0021256884,0.013835586,0.012033484,0.0005346867,0.0013429916,0.011869245],"category_scores_gemma":[0.0033669055,0.00015485444,0.00013289232,0.0026768553,0.024186054,0.0040115505,0.0035359333,0.0023529485,0.0009855119],"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":[0.00004664804,0.000022321035,0.001904286,0.00007222793,0.000014718339,0.00033828456,0.2520219,0.00011023857,0.00015209557,0.68463784,0.028146094,0.032533374],"study_design_scores_gemma":[0.0000073707383,0.000016819224,0.003814079,0.0004792957,0.000012770107,0.00016408382,0.15698524,0.000069431626,0.0003479085,0.029919697,0.8081664,0.000016926519],"about_ca_topic_score_codex":0.04860282,"about_ca_topic_score_gemma":0.07153922,"teacher_disagreement_score":0.04860282,"about_ca_system_score_codex":0.008931529,"about_ca_system_score_gemma":0.00399415,"threshold_uncertainty_score":0.09663981},"labels":[],"label_agreement":null},{"id":"W4399120936","doi":"10.22148/001c.116926","title":"Missing Data, Speculative Reading","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","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":"Reading (process); Missing data; Computer science; Linguistics; Philosophy","score_opus":0.10435306227255364,"score_gpt":0.40938981243681555,"score_spread":0.3050367501642619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399120936","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17235206,0.008734089,0.71857417,0.06336805,0.0020420142,0.0003521087,0.014563961,0.0015023954,0.01851115],"genre_scores_gemma":[0.8803009,0.0014170569,0.09848252,0.007916502,0.0016136892,0.0003761712,0.0060184547,0.00027226878,0.0036024805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97887665,0.0117676025,0.0013228375,0.0052812845,0.0021786392,0.0005729659],"domain_scores_gemma":[0.7098554,0.23647581,0.02053521,0.027091704,0.004944375,0.001097481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03045768,0.000891593,0.0014284354,0.0038338236,0.0024288646,0.0046664025,0.0037863802,0.003561673,0.0058595026],"category_scores_gemma":[0.2086552,0.0008379259,0.0011856265,0.0064618792,0.005295717,0.009264975,0.003547481,0.005580587,0.000885127],"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":[0.0010279808,0.0002868627,0.24307323,0.0018806476,0.0008565964,0.004387101,0.015348081,0.031524904,0.0008082515,0.4197131,0.060931124,0.2201622],"study_design_scores_gemma":[0.0001103959,0.00011627539,0.016812902,0.00096184533,0.0002155691,0.0017707997,0.0044867895,0.07605348,0.0015274197,0.8400073,0.05779825,0.00013902917],"about_ca_topic_score_codex":0.0065415544,"about_ca_topic_score_gemma":0.0078044487,"teacher_disagreement_score":0.03045768,"about_ca_system_score_codex":0.002193091,"about_ca_system_score_gemma":0.0020329927,"threshold_uncertainty_score":0.1610775},"labels":[],"label_agreement":null},{"id":"W4399139472","doi":"10.22148/001c.116910","title":"Unpacking Reed Peggram’s Library","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Library Science and Administration","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":"Unpacking; Computer science; Linguistics; Philosophy","score_opus":0.05111554788119449,"score_gpt":0.34206987738666567,"score_spread":0.2909543295054712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399139472","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009214923,0.031369213,0.005598669,0.71108913,0.017272767,0.000031399726,0.00009156985,0.00023444787,0.22509792],"genre_scores_gemma":[0.2704954,0.04247388,0.0060118414,0.19958517,0.017540785,0.00011774892,0.00012692584,0.0009880074,0.46266022],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9958132,0.002269265,0.00014770002,0.00041585896,0.0009279055,0.00042598313],"domain_scores_gemma":[0.99268407,0.004067778,0.0003293422,0.0003686397,0.0013647809,0.00118539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004456371,0.00039840653,0.00043001852,0.0035770582,0.0142989475,0.01605723,0.0008584392,0.004475073,0.010335261],"category_scores_gemma":[0.016525153,0.0002936255,0.00023272875,0.003242206,0.0135188075,0.021281607,0.0060438057,0.0057081827,0.004687792],"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":[0.0000254094,0.000029399367,0.0004343294,0.000095670744,0.0000049958503,0.00029203427,0.025349861,0.00006195374,0.00015127272,0.33488923,0.5922887,0.046377223],"study_design_scores_gemma":[0.0000015161822,0.00000547761,0.000096857235,0.0001251487,0.0000010335068,0.000095073374,0.004697273,0.000020183208,0.00008632449,0.01151791,0.983346,0.000007223113],"about_ca_topic_score_codex":0.0134842,"about_ca_topic_score_gemma":0.037386794,"teacher_disagreement_score":0.01605723,"about_ca_system_score_codex":0.007329624,"about_ca_system_score_gemma":0.0092906505,"threshold_uncertainty_score":0.053180397},"labels":[],"label_agreement":null},{"id":"W4399140793","doi":"10.22148/001c.116913","title":"Sylvia Beach's Final Book","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"American and British Literature 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":"History; Art","score_opus":0.029726383477319884,"score_gpt":0.2542185891902544,"score_spread":0.22449220571293454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399140793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028101078,0.02467326,0.00079601904,0.027054945,0.010298718,0.00003399097,0.0007349052,0.00039730433,0.9332008],"genre_scores_gemma":[0.008557382,0.0067876535,0.00045490055,0.002435661,0.0008025032,0.000018630139,0.00036137603,0.00019098561,0.9803909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996455,0.000045960594,0.000008910871,0.000051687603,0.00020335976,0.00004448417],"domain_scores_gemma":[0.99943453,0.000103445054,0.000021078462,0.000046911297,0.00025114373,0.00014290346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032015023,0.00043346058,0.00023563675,0.0011357946,0.002942221,0.004088186,0.0004421445,0.0008284623,0.08710122],"category_scores_gemma":[0.0014912772,0.00021263499,0.00021101761,0.001006518,0.001074166,0.0024390914,0.0014873325,0.0020052295,0.030686503],"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":[0.0000072234902,0.0000053309377,0.00006965746,0.000027030814,8.4819493e-7,0.00005319722,0.00043476728,0.0000121873445,0.00007485972,0.011411556,0.9615372,0.02636606],"study_design_scores_gemma":[4.344723e-7,0.0000021028638,0.00009776243,0.000031640986,3.151949e-7,0.00005131247,0.00021721193,0.0000054243123,0.000030268986,0.0005514711,0.9990107,0.0000013770352],"about_ca_topic_score_codex":0.013863655,"about_ca_topic_score_gemma":0.056198735,"teacher_disagreement_score":0.08710122,"about_ca_system_score_codex":0.0018458483,"about_ca_system_score_gemma":0.0021138429,"threshold_uncertainty_score":0.2913826},"labels":[],"label_agreement":null},{"id":"W4399140855","doi":"10.22148/001c.116908","title":"Virginia Woolf’s Common Readers in Paris","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Autobiographical and Biographical Writing","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 Toronto","funders":"","keywords":"History; Literature; Art; Psychoanalysis; Psychology","score_opus":0.033713958388853923,"score_gpt":0.26834544890270917,"score_spread":0.23463149051385523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399140855","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":[0.8479109,0.00492441,0.0010271141,0.0036808967,0.00018561252,0.00002294862,0.0030221255,0.00032584058,0.13890028],"genre_scores_gemma":[0.9635155,0.0013277902,0.00055543275,0.0002288734,0.000092001195,0.000016487891,0.00069397053,0.00011027927,0.033459656],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991818,0.00018653715,0.000017597826,0.00026791508,0.0002036667,0.0001423736],"domain_scores_gemma":[0.9983033,0.00069796515,0.00034043138,0.00013020252,0.00034042198,0.00018751113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063890335,0.0003216033,0.00028059568,0.0071356576,0.0049511823,0.007290896,0.00051142584,0.00062246213,0.012218544],"category_scores_gemma":[0.0036742787,0.00015831299,0.00012498962,0.008558654,0.002461927,0.0028187206,0.001755074,0.0005743081,0.0013886688],"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":[0.00015174775,0.000037075166,0.082649834,0.00021662691,0.00005404941,0.006457649,0.61706895,0.00054714363,0.0009579583,0.030354843,0.061543696,0.19996044],"study_design_scores_gemma":[0.0000055200594,0.000045899076,0.114791594,0.00033537354,0.000026777901,0.0017974697,0.28768545,0.00029866898,0.0011094143,0.0033451188,0.59048164,0.000077059005],"about_ca_topic_score_codex":0.1328713,"about_ca_topic_score_gemma":0.22356519,"teacher_disagreement_score":0.1328713,"about_ca_system_score_codex":0.005147981,"about_ca_system_score_gemma":0.001255418,"threshold_uncertainty_score":0.2641958},"labels":[],"label_agreement":null},{"id":"W4399140907","doi":"10.22148/001c.116919","title":"The Afterlives of Shakespeare and Company in Online Social Readership","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Shakespeare, Adaptation, and Literary Criticism","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":"Audience measurement; Social media; Advertising; Art; Sociology; Media studies; Business; World Wide Web; Computer science","score_opus":0.08475425153316005,"score_gpt":0.29684889344107507,"score_spread":0.21209464190791502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399140907","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":[0.87616074,0.0043510227,0.0032539673,0.0044057043,0.00017884604,0.000037133235,0.00062538346,0.00008967242,0.11089765],"genre_scores_gemma":[0.99352187,0.00063987996,0.0005901741,0.00015586155,0.000073318086,0.000017843808,0.00015995458,0.00005710671,0.0047838544],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525344,0.0022623641,0.00026889678,0.0008323801,0.0010216031,0.00036129297],"domain_scores_gemma":[0.9759035,0.01488735,0.0030774786,0.002528192,0.0020549644,0.0015485311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042127566,0.00027619003,0.00055369537,0.009420961,0.005854544,0.010827715,0.0005466575,0.000978647,0.0067034634],"category_scores_gemma":[0.028539909,0.00038028837,0.00027742595,0.010577777,0.009388899,0.011414782,0.00791411,0.0011166895,0.0010757574],"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":[0.00031600823,0.000061574145,0.20959097,0.00042687036,0.00014708065,0.0009157833,0.6156758,0.00027546697,0.0012259287,0.051240984,0.007787132,0.11233637],"study_design_scores_gemma":[0.000026444946,0.00010795378,0.3867724,0.0009632751,0.00012328074,0.0014546101,0.40556872,0.0013145482,0.0013576236,0.026984742,0.17517789,0.00014852092],"about_ca_topic_score_codex":0.016926525,"about_ca_topic_score_gemma":0.03194571,"teacher_disagreement_score":0.016926525,"about_ca_system_score_codex":0.0022007506,"about_ca_system_score_gemma":0.0014591049,"threshold_uncertainty_score":0.033656},"labels":[],"label_agreement":null},{"id":"W4399140931","doi":"10.22148/001c.116915","title":"A Counterfactual Canon","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":false,"ca_institutions":"","funders":"","keywords":"Counterfactual thinking; Canon; Psychology; Art; Literature; Social psychology","score_opus":0.03572198473454398,"score_gpt":0.34128535197763826,"score_spread":0.3055633672430943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399140931","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":[0.45513847,0.0083987685,0.21402924,0.11925531,0.015090285,0.0026521771,0.011807418,0.00079032604,0.17283797],"genre_scores_gemma":[0.947462,0.00053625536,0.02008975,0.016175436,0.0021757712,0.0011875717,0.0016984302,0.00014270491,0.010532119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9270703,0.046794474,0.002936933,0.013204823,0.007732676,0.0022607523],"domain_scores_gemma":[0.6787454,0.24580593,0.024416741,0.041715465,0.0077345045,0.0015820103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.059509,0.0013268467,0.001734815,0.0022043262,0.0031513658,0.0069816513,0.0028793938,0.005998649,0.025738874],"category_scores_gemma":[0.2398897,0.0006796638,0.0018452975,0.0028317985,0.0077204257,0.007623096,0.0055312472,0.006558614,0.0027932145],"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":[0.005892295,0.0010901515,0.17805094,0.0013483171,0.002633239,0.0046349824,0.011531718,0.0043762536,0.0017731308,0.67276055,0.053855106,0.06205336],"study_design_scores_gemma":[0.0013595538,0.0009143198,0.063840695,0.0008697265,0.0023054637,0.0038469273,0.011704354,0.035168406,0.0049586254,0.7102382,0.16443983,0.00035382668],"about_ca_topic_score_codex":0.004611038,"about_ca_topic_score_gemma":0.003434022,"teacher_disagreement_score":0.059509,"about_ca_system_score_codex":0.0022418823,"about_ca_system_score_gemma":0.0014818995,"threshold_uncertainty_score":0.3147174},"labels":[],"label_agreement":null},{"id":"W4399730290","doi":"10.22148/001c.116225","title":"A Topic Modelling of Muslim Religious Reform in the Colonial Age: A Computational and Digital Study of _al-Manār_ (1898-1935)","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Education and Islamic Studies","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":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg","keywords":"Arabic; Islam; Colonialism; Order (exchange); Sociology; History; Political science; Law; Theology; Philosophy; Linguistics","score_opus":0.06530625548821499,"score_gpt":0.35803555031730283,"score_spread":0.2927292948290878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399730290","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":[0.9705852,0.00050978205,0.016801389,0.0016234729,0.000024444,0.00006188176,0.0013584275,0.00010546256,0.008929991],"genre_scores_gemma":[0.9872994,0.00019948004,0.009659385,0.000038643433,0.0000149722655,0.00004481383,0.00095707143,0.000027619059,0.001758568],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9997398,0.00014590849,0.000010697747,0.00005545709,0.000021508105,0.00002661962],"domain_scores_gemma":[0.9972356,0.002371069,0.00014547196,0.000095532756,0.000087026885,0.00006526472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091928744,0.00014926186,0.00017450225,0.0016532785,0.0010811563,0.0026666909,0.0005254526,0.0005459868,0.0025347073],"category_scores_gemma":[0.003298507,0.0001545127,0.00042692904,0.0024913123,0.0010126194,0.002312007,0.0008278369,0.0007093803,0.00030737423],"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":[0.0010969229,0.0004806267,0.26264882,0.0008232797,0.00019665554,0.0025693425,0.27342114,0.049808607,0.0078780055,0.17929038,0.017067606,0.20471859],"study_design_scores_gemma":[0.000059366543,0.000112729795,0.22303832,0.00025899842,0.00013696906,0.0009222059,0.22465986,0.42420524,0.0038303537,0.04598834,0.076687135,0.00010050962],"about_ca_topic_score_codex":0.04111922,"about_ca_topic_score_gemma":0.050181568,"teacher_disagreement_score":0.04111922,"about_ca_system_score_codex":0.0021796145,"about_ca_system_score_gemma":0.0006865253,"threshold_uncertainty_score":0.08175975},"labels":[],"label_agreement":null},{"id":"W4399732070","doi":"10.22148/001c.116223","title":"Racio-national Imaginary and Discursive Formation of Arabo-Islamic Identity in al-Manār and al-Risālah: A Topic Modeling Study","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Conceptualization; Intelligentsia; Islam; The Imaginary; Modernity; Identity (music); Politics; Sociology; Gender studies; National identity; Religious studies; Media studies; Linguistics; Political science; Law; Psychoanalysis; Philosophy; Theology; Aesthetics; Psychology","score_opus":0.05478203777936157,"score_gpt":0.4321214697361947,"score_spread":0.3773394319568331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399732070","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":[0.96232563,0.0011235869,0.013580267,0.002968028,0.00006693621,0.00009849302,0.00024199991,0.00004767506,0.019547412],"genre_scores_gemma":[0.99420446,0.00048287763,0.0027613244,0.0000848337,0.00004118024,0.000058951635,0.00013129742,0.000027599843,0.0022075567],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979108,0.0013388555,0.0000784302,0.00024379091,0.00025435656,0.00017377615],"domain_scores_gemma":[0.99290997,0.005851669,0.0004842179,0.00025826896,0.0003257489,0.00017016071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054070153,0.00037223703,0.00036649642,0.0027797034,0.0037073074,0.0074040825,0.0008857078,0.0011399665,0.0017253205],"category_scores_gemma":[0.006941221,0.00032740697,0.0005726107,0.0033218076,0.0038380437,0.0065053445,0.0025456462,0.0012385035,0.0002994339],"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":[0.00015786341,0.00019282395,0.042214688,0.00027045663,0.000050248684,0.00076862593,0.79266536,0.0016419824,0.0010588744,0.12791389,0.0025491363,0.03051608],"study_design_scores_gemma":[0.000020305228,0.00007449519,0.03044113,0.000291567,0.00006170069,0.00052596955,0.85312134,0.031058319,0.0015485768,0.029263742,0.053534806,0.000058086385],"about_ca_topic_score_codex":0.011218,"about_ca_topic_score_gemma":0.011101463,"teacher_disagreement_score":0.011218,"about_ca_system_score_codex":0.0037473442,"about_ca_system_score_gemma":0.0019432416,"threshold_uncertainty_score":0.028595388},"labels":[],"label_agreement":null},{"id":"W4399732979","doi":"10.22148/001c.116818","title":"The Potential and Limits of Arabic Digital Humanities","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Education and Islamic Studies","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":"Ephemera; Data science; Metadata; Newspaper; Subject (documents); Field (mathematics); Analytics; Computer science; Sociology; World Wide Web; Media studies; Visual arts; Art","score_opus":0.04905456536908647,"score_gpt":0.33601463540090143,"score_spread":0.28696007003181495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399732979","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018167987,0.06392179,0.016144358,0.16707028,0.0020217972,0.00012406496,0.00096084736,0.00053886994,0.73104995],"genre_scores_gemma":[0.7217256,0.109352544,0.0549884,0.02518618,0.007698107,0.000560307,0.0013237742,0.0009211061,0.07824396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9872469,0.0072969818,0.00063979655,0.001224596,0.0029383467,0.000653502],"domain_scores_gemma":[0.9270814,0.045443505,0.0027218787,0.015398596,0.0055250376,0.0038294948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020947462,0.0006082759,0.00087882,0.008830662,0.0063194945,0.031381372,0.0030023241,0.0036527156,0.027618116],"category_scores_gemma":[0.05493046,0.0006474087,0.0007724723,0.009691798,0.020768268,0.056132067,0.021713782,0.005080775,0.00594938],"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":[0.00006571173,0.000029971907,0.0014532262,0.00051794935,0.000024077224,0.00021445107,0.0072207707,0.00027711407,0.0002583189,0.8033822,0.02977734,0.15677881],"study_design_scores_gemma":[0.000011787016,0.000016188147,0.0013105657,0.0015189633,0.000011070027,0.00051961717,0.007972548,0.0005738538,0.000255325,0.3224027,0.6653708,0.000036678877],"about_ca_topic_score_codex":0.0040535526,"about_ca_topic_score_gemma":0.003090297,"teacher_disagreement_score":0.031381372,"about_ca_system_score_codex":0.0057159145,"about_ca_system_score_gemma":0.005507354,"threshold_uncertainty_score":0.11078209},"labels":[],"label_agreement":null},{"id":"W4399732990","doi":"10.22148/001c.116372","title":"Neither Corpus Nor Edition: Building a Pipeline to Make Data Analysis Possible on Medieval Arabic Commentary Traditions","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Computer science; Macro; Suite; Python (programming language); Macro level; Software; Representation (politics); Pipeline (software); Arabic; Natural language processing; Information retrieval; Artificial intelligence; Programming language; Linguistics; History","score_opus":0.04664510234599157,"score_gpt":0.3418212453957643,"score_spread":0.29517614304977274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399732990","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02778457,0.000874502,0.48947993,0.0019824302,0.00051716284,0.0015384536,0.06993705,0.39302757,0.014858391],"genre_scores_gemma":[0.06663406,0.0005698718,0.7583896,0.0008426003,0.00017956205,0.0017996895,0.1318983,0.02743125,0.012255052],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977118,0.00035605475,0.00018930242,0.0008975534,0.00064895244,0.00019633454],"domain_scores_gemma":[0.9953501,0.001630792,0.0002609639,0.001057646,0.0012457992,0.00045478594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031985769,0.0017578657,0.0012102051,0.0049176966,0.0021038214,0.0042204205,0.001974647,0.0010301159,0.018719805],"category_scores_gemma":[0.014608132,0.0015562316,0.0018973878,0.0036156592,0.0015173597,0.006454154,0.0059469775,0.0030425931,0.02561128],"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":[0.0010065852,0.00039425754,0.0095816245,0.0016531327,0.00029263436,0.0011499696,0.0065809744,0.0051618316,0.049387917,0.014442249,0.3231137,0.58723515],"study_design_scores_gemma":[0.0003107877,0.00041592855,0.029217936,0.0005926526,0.0002127316,0.0012066797,0.004572414,0.1578067,0.09340655,0.061081093,0.6506872,0.00048938766],"about_ca_topic_score_codex":0.013230284,"about_ca_topic_score_gemma":0.015022725,"teacher_disagreement_score":0.018719805,"about_ca_system_score_codex":0.0016217437,"about_ca_system_score_gemma":0.0053665126,"threshold_uncertainty_score":0.06262392},"labels":[],"label_agreement":null},{"id":"W4399732994","doi":"10.22148/001c.116368","title":"Exploring Gender Differences in Fatwa through Machine Learning","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Topic Modeling","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":"Popularity; Context (archaeology); Computer science; Preprocessor; Margin (machine learning); Artificial intelligence; Machine learning; Thematic analysis; Data science; Psychology; Social psychology; Qualitative research; Sociology; Social science","score_opus":0.2739161805313298,"score_gpt":0.31646283693417326,"score_spread":0.04254665640284344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399732994","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":[0.94234127,0.0023904752,0.020688627,0.0011400435,0.00018921478,0.0002336932,0.022804156,0.0005974342,0.009615019],"genre_scores_gemma":[0.9602129,0.00051304785,0.01328368,0.00022573814,0.00013231754,0.00023686749,0.021168094,0.00008887548,0.0041384916],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99849606,0.00053323014,0.00013402852,0.0003975513,0.0002540605,0.00018508095],"domain_scores_gemma":[0.9865471,0.009588533,0.0013281411,0.00084130594,0.0012829839,0.000411944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029431598,0.00054861885,0.0004546012,0.002912832,0.0006712321,0.0017313928,0.00056087406,0.00066314026,0.0042529306],"category_scores_gemma":[0.016294299,0.0001611283,0.00059264334,0.0021807088,0.000398989,0.002227243,0.0009250794,0.0008787919,0.0026500216],"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":[0.0010270717,0.00047188942,0.8156814,0.00070904085,0.00016851173,0.00034644853,0.005629693,0.002009499,0.009153786,0.0031856203,0.016370613,0.14524634],"study_design_scores_gemma":[0.000060022907,0.00049448473,0.84236556,0.000341706,0.00017298182,0.0010809746,0.013995109,0.065797,0.007772036,0.0106280185,0.05719349,0.00009869423],"about_ca_topic_score_codex":0.0049723536,"about_ca_topic_score_gemma":0.009101549,"teacher_disagreement_score":0.0049723536,"about_ca_system_score_codex":0.0006045235,"about_ca_system_score_gemma":0.00049401075,"threshold_uncertainty_score":0.015565097},"labels":[],"label_agreement":null},{"id":"W4399733006","doi":"10.22148/001c.116239","title":"Two translations of Mahfouz’s _Awlad Haratina_ (Children of our Alley): A computational-stylistic analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Authorship Attribution and Profiling","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":"Variety (cybernetics); Readability; Linguistics; Style (visual arts); Context (archaeology); Alley; Computer science; Sentence; Natural language processing; Artificial intelligence; Literature; History; Art; Philosophy","score_opus":0.041846418159801196,"score_gpt":0.34727249025675117,"score_spread":0.30542607209694994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399733006","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":[0.97146004,0.0004923243,0.002688946,0.0014002041,0.00008947903,0.000041071675,0.00039127417,0.000027473738,0.023409097],"genre_scores_gemma":[0.9927291,0.00022919344,0.0038864256,0.00008125593,0.000016990976,0.00003087285,0.00018414856,0.000026422413,0.002815535],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942386,0.00028430423,0.000031757907,0.00007778161,0.00014317913,0.00003901263],"domain_scores_gemma":[0.9985776,0.0009612567,0.00013805018,0.000101297446,0.00018084557,0.000040887688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008172679,0.00034175918,0.00023860106,0.0011320809,0.0016199304,0.0013527065,0.00029378542,0.0004677831,0.003403324],"category_scores_gemma":[0.003916213,0.00010740435,0.00014780971,0.000933256,0.0021485076,0.0009502088,0.0008557922,0.00075492414,0.0003380553],"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":[0.0006840788,0.00014640238,0.022180028,0.0005017353,0.00005409213,0.0070449123,0.72949594,0.00072016165,0.016107501,0.11438994,0.008068297,0.10060701],"study_design_scores_gemma":[0.00009791217,0.00042027427,0.13255751,0.00044197505,0.000059961345,0.0074025365,0.529903,0.0033763403,0.01835722,0.020672323,0.28657416,0.00013686271],"about_ca_topic_score_codex":0.00432484,"about_ca_topic_score_gemma":0.009237122,"teacher_disagreement_score":0.00432484,"about_ca_system_score_codex":0.0019142622,"about_ca_system_score_gemma":0.00062609033,"threshold_uncertainty_score":0.013889015},"labels":[],"label_agreement":null},{"id":"W4399733018","doi":"10.22148/001c.117486","title":"Poet-Composer Collaborations in Modern Egyptian Song: A Social Network Analysis Approach to Music History","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","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":"Musical; Narrative; Context (archaeology); Social network analysis; Suite; Centrality; Social network (sociolinguistics); Literature; History; Art; Computer science; World Wide Web; Archaeology; Social media","score_opus":0.0414461494911035,"score_gpt":0.2857449999835815,"score_spread":0.244298850492478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399733018","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":[0.5947624,0.0067128744,0.33519927,0.010986437,0.00017974332,0.0004137522,0.0031041054,0.00021086041,0.048430603],"genre_scores_gemma":[0.91451156,0.0019085527,0.07694157,0.00026108287,0.00011578293,0.0002546898,0.0010780942,0.00003776488,0.0048909136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992281,0.00039146733,0.000036456713,0.00017891327,0.000103115424,0.00006186291],"domain_scores_gemma":[0.9972269,0.0018676394,0.000450494,0.0001513757,0.00017566956,0.00012778952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016667116,0.00036026328,0.0002964827,0.0064114924,0.0014132626,0.00390202,0.00075053633,0.0009874838,0.0030785995],"category_scores_gemma":[0.004591958,0.00025582343,0.00048314856,0.0060898974,0.0019312972,0.004961739,0.0019919684,0.0008243725,0.00031424168],"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":[0.00015605449,0.00020611042,0.1473991,0.00082384795,0.00034384563,0.0017852543,0.06126675,0.034937643,0.0024757888,0.53748006,0.0090775285,0.2040479],"study_design_scores_gemma":[0.0000326242,0.00011320438,0.18352762,0.000734926,0.00019156048,0.0011530737,0.08196547,0.25621864,0.0015195496,0.32269225,0.15170209,0.00014894805],"about_ca_topic_score_codex":0.010899171,"about_ca_topic_score_gemma":0.014606655,"teacher_disagreement_score":0.010899171,"about_ca_system_score_codex":0.0021502646,"about_ca_system_score_gemma":0.000999357,"threshold_uncertainty_score":0.021671474},"labels":[],"label_agreement":null},{"id":"W4400779700","doi":"10.22148/001c.118152","title":"A Digital Archaeology of Early Hispanic Film Culture: Film Magazines and the Male Fan Reader","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","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":"Movie theater; Fandom; Reading (process); Popular culture; Affordance; Interactivity; Film studies; Appropriation; Media studies; Visual arts; Art; Sociology; History; Multimedia; Computer science; Linguistics","score_opus":0.02592223816153074,"score_gpt":0.23650642669449048,"score_spread":0.21058418853295974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779700","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":[0.9322938,0.0039021096,0.0015354074,0.0018620284,0.00016521603,0.00003424539,0.0004211177,0.000027200047,0.059758827],"genre_scores_gemma":[0.9870415,0.002118433,0.0007559472,0.0001584367,0.00015185878,0.000017573835,0.00015741061,0.00004958727,0.00954925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99953055,0.0002117962,0.000014102823,0.00008707456,0.00007245709,0.00008414602],"domain_scores_gemma":[0.99892956,0.0004933507,0.00017953193,0.0001003191,0.00017234916,0.00012482844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012888801,0.00031189478,0.00027390258,0.0034556233,0.002922028,0.004373794,0.0005669138,0.0004612735,0.0053694122],"category_scores_gemma":[0.002049571,0.0001980327,0.00010846703,0.0030391437,0.00326085,0.001994312,0.0017279348,0.000648951,0.00041664403],"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":[0.00018895113,0.00009816267,0.0644571,0.00037710337,0.000029053906,0.0037237282,0.79584455,0.00008882842,0.0023816137,0.023105,0.006081127,0.10362482],"study_design_scores_gemma":[0.000008795729,0.000060759558,0.085074425,0.0004541819,0.00002540259,0.001399622,0.72209054,0.00015451426,0.001307626,0.0019416164,0.18746488,0.000017676593],"about_ca_topic_score_codex":0.011828043,"about_ca_topic_score_gemma":0.034321964,"teacher_disagreement_score":0.011828043,"about_ca_system_score_codex":0.002056476,"about_ca_system_score_gemma":0.00089230057,"threshold_uncertainty_score":0.023518384},"labels":[],"label_agreement":null},{"id":"W4400779769","doi":"10.22148/001c.120944","title":"Digital Film Historiography: Challenges of/and Interdisciplinarity","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Historiography; History; Archaeology","score_opus":0.07071047823287271,"score_gpt":0.2724238292079205,"score_spread":0.2017133509750478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779769","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018779311,0.13903266,0.028195146,0.5715045,0.003105056,0.0002272247,0.00039668806,0.00027845235,0.23848097],"genre_scores_gemma":[0.7152012,0.12844257,0.051677242,0.031765986,0.009447102,0.000578271,0.00048588932,0.0008216444,0.061580118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9695547,0.020042624,0.001335507,0.00325375,0.0048969314,0.0009164941],"domain_scores_gemma":[0.89114326,0.0734349,0.0039500496,0.01392378,0.010928838,0.0066190762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06329772,0.0005956037,0.0009752208,0.008990729,0.009585638,0.037249066,0.004573712,0.0058431067,0.016008869],"category_scores_gemma":[0.06777663,0.00084762106,0.00055169564,0.007294769,0.042210635,0.052818686,0.020246409,0.009309735,0.003054304],"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":[0.00002624904,0.00006368072,0.0020684854,0.0008068064,0.000032615008,0.00018301845,0.047834136,0.0003075102,0.00018419231,0.6924592,0.035307053,0.22072709],"study_design_scores_gemma":[0.000014691214,0.000021277478,0.0018197927,0.0020871726,0.0000128941865,0.00026366286,0.049767997,0.00052913197,0.00016466039,0.4413548,0.503927,0.00003688721],"about_ca_topic_score_codex":0.0069484888,"about_ca_topic_score_gemma":0.0058758273,"teacher_disagreement_score":0.06329772,"about_ca_system_score_codex":0.009737953,"about_ca_system_score_gemma":0.012547106,"threshold_uncertainty_score":0.33475435},"labels":[],"label_agreement":null},{"id":"W4400779789","doi":"10.22148/001c.118497","title":"Revisiting Weimar Film Reviewers’ Sentiments: Integrating Lexicon-Based Sentiment Analysis with Large Language Models","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Sentiment Analysis and Opinion Mining","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":"Lexicon; Sentiment analysis; Natural language processing; Computer science; Linguistics; Artificial intelligence; Philosophy","score_opus":0.0232972015043026,"score_gpt":0.3005641542562081,"score_spread":0.2772669527519055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779789","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.116636425,0.0008011655,0.8423432,0.00501838,0.0008724097,0.0006386467,0.00275353,0.01582944,0.015106831],"genre_scores_gemma":[0.53740263,0.0005221339,0.44654906,0.00091940316,0.00042801318,0.00036155002,0.004298964,0.0020252108,0.007493012],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99786156,0.0011123857,0.00015413963,0.0003238539,0.00046566786,0.00008238801],"domain_scores_gemma":[0.9928839,0.0039279205,0.00056618283,0.00069876853,0.0017336466,0.00018948478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042354087,0.0010939763,0.0006869272,0.0027498964,0.0007227093,0.0041568163,0.0009225655,0.0007023561,0.0031144887],"category_scores_gemma":[0.01841103,0.0005858243,0.0011777327,0.0013957043,0.0006215539,0.0036485167,0.0017200721,0.0017802971,0.0033355262],"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":[0.00055995357,0.00035209476,0.025364235,0.0010966538,0.00060126005,0.0013004233,0.006086429,0.04210194,0.05320316,0.01837301,0.06303407,0.7879269],"study_design_scores_gemma":[0.000044103108,0.00010840422,0.008440372,0.00014058026,0.00015049445,0.00029000157,0.0018431549,0.9150753,0.014623717,0.02572784,0.0334318,0.00012413313],"about_ca_topic_score_codex":0.0052828523,"about_ca_topic_score_gemma":0.010614185,"teacher_disagreement_score":0.0052828523,"about_ca_system_score_codex":0.001082245,"about_ca_system_score_gemma":0.0012391242,"threshold_uncertainty_score":0.022399187},"labels":[],"label_agreement":null},{"id":"W4400779800","doi":"10.22148/001c.118494","title":"A Digital Trail of Rupture. The German Film Exile 1933-1945 in the Data of Günter Peter Straschek","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Italian Fascism and Post-war Society","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":"German; Film director; Subject (documents); Art history; Estate; Filmmaking; Nazism; Treasure; History; Social connectedness; Art; Political science; Library science; Computer science; Law; Psychology; Movie theater; Archaeology","score_opus":0.05298380408686617,"score_gpt":0.3425772735089551,"score_spread":0.28959346942208897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779800","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":[0.76431555,0.0140369935,0.0024898052,0.009929773,0.0007035726,0.00016362657,0.10842417,0.00026246498,0.0996741],"genre_scores_gemma":[0.90643,0.0072203823,0.0037182004,0.0007863113,0.00031485778,0.00020431368,0.054128382,0.00035469586,0.026842898],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9993061,0.00018322295,0.00006702218,0.00011486867,0.00020254626,0.0001262511],"domain_scores_gemma":[0.997924,0.0007717401,0.00044091724,0.00040306445,0.00030813733,0.00015224358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010388255,0.00025227017,0.00022496138,0.005228105,0.0018445652,0.003126131,0.0003121676,0.00055993133,0.0054998975],"category_scores_gemma":[0.0049440595,0.00022275656,0.0001222163,0.012074483,0.0016539831,0.0025778715,0.002884841,0.0008837833,0.0021843393],"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":[0.00067114236,0.000099389006,0.10328885,0.0015781213,0.00009433936,0.004989807,0.26838893,0.00051300053,0.0042120414,0.054900486,0.31729946,0.24396442],"study_design_scores_gemma":[0.000007695702,0.000027297008,0.16570412,0.0008061754,0.000033484954,0.0011255766,0.0672833,0.00010829039,0.0014859453,0.002260437,0.7611172,0.00004048095],"about_ca_topic_score_codex":0.017013086,"about_ca_topic_score_gemma":0.041095942,"teacher_disagreement_score":0.017013086,"about_ca_system_score_codex":0.001982499,"about_ca_system_score_gemma":0.0009454795,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4400779908","doi":"10.22148/001c.118589","title":"Quantifying Women’s Marginalisation in Ibero-American Film Culture During the First Half of the Twentieth Century: A Network-Science Proposal","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social and Cultural Dynamics","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":"Novelty; Situated; Perspective (graphical); Sociology; Field (mathematics); Social network analysis; Phenomenon; Social network (sociolinguistics); Public sphere; Position (finance); Gender studies; Social science; Epistemology; Psychology; Visual arts; Social psychology; Political science; Computer science; Social media; Art; Mathematics","score_opus":0.01990972322105852,"score_gpt":0.30292276167201027,"score_spread":0.28301303845095177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779908","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":[0.98672163,0.00069413666,0.00140005,0.00048374396,0.000012744665,0.000025316585,0.0002778213,0.000004263382,0.010380408],"genre_scores_gemma":[0.99766636,0.0005057978,0.00074478786,0.000039393697,0.00001448163,0.000045345154,0.00015357047,0.000004682935,0.0008255131],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990551,0.00044271446,0.000045342407,0.00018983263,0.00010820567,0.00015878576],"domain_scores_gemma":[0.9971027,0.0015088636,0.0006995446,0.00017334391,0.00033373103,0.00018178382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032511929,0.00028624048,0.00036511998,0.0042883055,0.0019386229,0.004704932,0.0005583961,0.0004676785,0.0020009733],"category_scores_gemma":[0.0074966107,0.00022569226,0.00016721322,0.00398993,0.0024402519,0.0038093873,0.002697441,0.00065923756,0.00013231636],"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":[0.00031924783,0.00007364013,0.3524044,0.0003385803,0.000104531544,0.00043268813,0.5642584,0.0008758302,0.0023016457,0.02770212,0.0009520896,0.050236896],"study_design_scores_gemma":[0.0000052943474,0.000050326933,0.50532544,0.00036435595,0.000042608495,0.00022227393,0.4654083,0.0017351346,0.00071911956,0.0059086885,0.020194484,0.00002401171],"about_ca_topic_score_codex":0.032309733,"about_ca_topic_score_gemma":0.036953177,"teacher_disagreement_score":0.032309733,"about_ca_system_score_codex":0.0026895837,"about_ca_system_score_gemma":0.00073849893,"threshold_uncertainty_score":0.064243376},"labels":[],"label_agreement":null},{"id":"W4400779983","doi":"10.22148/001c.118495","title":"Soviet View of the World. Exploring Long-Term Visual Patterns in “Novosti dnia” Newsreel Journal (1945-1992)","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Italian Fascism and Post-war Society","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":"Soviet union; Period (music); Visual culture; World War II; Term (time); Political science; History; Media studies; Visual arts; Sociology; Law; Politics; Art; Aesthetics","score_opus":0.06607763407418345,"score_gpt":0.35072104309476015,"score_spread":0.2846434090205767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400779983","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":[0.97109175,0.0008782298,0.002519829,0.00039569614,0.00008627304,0.000030371628,0.0031810498,0.00013308167,0.021683704],"genre_scores_gemma":[0.9914023,0.0004979108,0.0028345212,0.00003063486,0.000038136317,0.000023868899,0.0018451001,0.00006276658,0.0032647124],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9998429,0.000041395182,0.000010550563,0.00003788307,0.000044245764,0.000023012373],"domain_scores_gemma":[0.9993032,0.000306419,0.00017236991,0.00006887899,0.00009248142,0.00005670772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929494,0.00016996523,0.00010162343,0.0022105249,0.0006578188,0.0018979477,0.0001191226,0.00022993733,0.002492857],"category_scores_gemma":[0.0022281045,0.000106849555,0.00013169592,0.0027480049,0.00071859895,0.001330849,0.00068129314,0.00038689276,0.0004048958],"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":[0.00092198834,0.00012985044,0.2472793,0.0009592397,0.000158403,0.001611517,0.2514556,0.0012149622,0.021763844,0.017964568,0.0364541,0.42008665],"study_design_scores_gemma":[0.000008532841,0.00009867482,0.8071013,0.00017328195,0.000054495074,0.00099164,0.08815255,0.0020198093,0.0025914763,0.0018246401,0.096940994,0.000042540854],"about_ca_topic_score_codex":0.0056902627,"about_ca_topic_score_gemma":0.0139988,"teacher_disagreement_score":0.0056902627,"about_ca_system_score_codex":0.00058875605,"about_ca_system_score_gemma":0.00017086822,"threshold_uncertainty_score":0.0113143325},"labels":[],"label_agreement":null},{"id":"W4400780080","doi":"10.22148/001c.118499","title":"Approaching a National Film History through Data. Network Analysis in German Film History","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"European history and politics","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":"German; German history; History; Archaeology","score_opus":0.12789732649818666,"score_gpt":0.35547066922394693,"score_spread":0.22757334272576027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400780080","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":[0.70325136,0.014384424,0.16653723,0.009854698,0.0002070324,0.00040317766,0.01769252,0.0003348056,0.08733465],"genre_scores_gemma":[0.94147223,0.0031805348,0.047370687,0.00022142146,0.000081984326,0.00031025396,0.0039506084,0.000056172415,0.003356045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981633,0.0011362288,0.00011871173,0.00029598267,0.00019652046,0.00008917099],"domain_scores_gemma":[0.99204844,0.0054946905,0.0012114078,0.00059497694,0.00045164028,0.00019886931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031612376,0.0002722823,0.00022509803,0.0069254157,0.0011814687,0.003914043,0.00044527126,0.00059009454,0.0034407338],"category_scores_gemma":[0.0099310065,0.0002090431,0.00019710757,0.009619305,0.0015163978,0.005000488,0.0019641893,0.00061274815,0.0004017609],"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":[0.00023385625,0.00011168516,0.1055785,0.0019561925,0.00014429101,0.0009722985,0.06718177,0.0068600085,0.0033532048,0.50500095,0.013121305,0.29548594],"study_design_scores_gemma":[0.00003335665,0.0001161376,0.18477087,0.0018043428,0.00014760093,0.0008598643,0.12497366,0.035074804,0.0045617954,0.22828767,0.41926295,0.000106966996],"about_ca_topic_score_codex":0.011592881,"about_ca_topic_score_gemma":0.015100821,"teacher_disagreement_score":0.011592881,"about_ca_system_score_codex":0.0018926726,"about_ca_system_score_gemma":0.00088278885,"threshold_uncertainty_score":0.023050845},"labels":[],"label_agreement":null},{"id":"W4402197367","doi":"10.22148/001c.121866","title":"Digital Humanities and Distributed Cognition: From a Lack of Theory to its Visual Augmentation","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language and cultural evolution","field":"Social Sciences","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":"Cognition; Cognitive science; Digital humanities; Conceptual framework; Visualization; Psychology; Sociology; Computer science; Epistemology; Cognitive psychology; Artificial intelligence; Social science","score_opus":0.06055083490596529,"score_gpt":0.3632976391978363,"score_spread":0.302746804291871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402197367","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042705048,0.22115953,0.15077566,0.30287737,0.0031900469,0.00008190128,0.0003474982,0.0004904687,0.27837247],"genre_scores_gemma":[0.8801666,0.07221643,0.02355966,0.012702639,0.003178208,0.00022871446,0.00015183318,0.00022174933,0.007574203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99719954,0.0015541298,0.00012078893,0.00043424751,0.0005505128,0.00014078437],"domain_scores_gemma":[0.98283434,0.013336424,0.00056742696,0.0020917763,0.00073114765,0.00043899598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005932253,0.0006245134,0.0008617571,0.0048516216,0.0023720295,0.014093895,0.0021948854,0.003557249,0.006038801],"category_scores_gemma":[0.013082687,0.00047552603,0.00048914674,0.0032684556,0.049775366,0.03275851,0.007927246,0.0052469787,0.0007024736],"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":[0.000009053206,0.000012721163,0.00026465373,0.00031137766,0.0000082878905,0.000038193186,0.0030261253,0.0003274573,0.000066132525,0.9712337,0.0018807978,0.02282146],"study_design_scores_gemma":[0.0000069047064,0.00001324169,0.0003173564,0.0006912297,0.000007150601,0.00011222712,0.0045904266,0.0006637532,0.00009685763,0.94326365,0.05022534,0.000011785222],"about_ca_topic_score_codex":0.002725282,"about_ca_topic_score_gemma":0.0019501231,"teacher_disagreement_score":0.014093895,"about_ca_system_score_codex":0.0044368603,"about_ca_system_score_gemma":0.0030170742,"threshold_uncertainty_score":0.032191873},"labels":[],"label_agreement":null},{"id":"W4408609774","doi":"10.22148/001c.131682","title":"Racial and Ethnic Representation in Literature Taught in US High Schools","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Critical Race Theory in Education","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":"Ethnic group; Representation (politics); Mathematics education; Sociology; Psychology; Political science; Anthropology; Law; Politics","score_opus":0.02654759242506276,"score_gpt":0.4352521767272682,"score_spread":0.4087045843022054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408609774","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":[0.9926847,0.00026460987,0.00017182551,0.0001731859,0.000006827831,0.000007135566,0.0033357693,0.000014000638,0.003341883],"genre_scores_gemma":[0.99240327,0.00035059414,0.00055014534,0.00009025322,0.000027936756,0.00002660517,0.0052326,0.000016202619,0.0013023742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992588,0.00021883963,0.00007087845,0.00021109785,0.00015327087,0.000087012544],"domain_scores_gemma":[0.9908166,0.0026344992,0.0039012923,0.00063077133,0.0013073671,0.00070941786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090813613,0.00017286537,0.00019385274,0.0051539256,0.0009615381,0.0014799323,0.000391462,0.00033377224,0.003515473],"category_scores_gemma":[0.008113127,0.00014354031,0.00012411085,0.0058055064,0.0005771685,0.0010523179,0.001414847,0.00040925955,0.0009478131],"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":[0.00006749961,0.00006296446,0.964092,0.00009596987,0.000029900826,0.00007689622,0.012363198,0.000103752434,0.00047255302,0.00087117666,0.00358492,0.018179147],"study_design_scores_gemma":[0.0000035983464,0.000018925326,0.9778529,0.00007637191,0.000017859757,0.0001224263,0.011817561,0.00033331418,0.00042219312,0.0003427743,0.008982451,0.000009655174],"about_ca_topic_score_codex":0.013631065,"about_ca_topic_score_gemma":0.03680385,"teacher_disagreement_score":0.013631065,"about_ca_system_score_codex":0.00058185315,"about_ca_system_score_gemma":0.0005201964,"threshold_uncertainty_score":0.027103484},"labels":[],"label_agreement":null},{"id":"W4408609775","doi":"10.22148/001c.128008","title":"Quantifying the Presence of Ancient Greek and Latin Classics in Early Modern Britain","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Historical and Literary Studies","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":"Classics; History; Ancient Greek; Ancient history; Art","score_opus":0.06673526972641931,"score_gpt":0.3292331578435328,"score_spread":0.2624978881171135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408609775","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":[0.9883385,0.0018402789,0.00008745543,0.0002331064,0.000015745349,0.000003902327,0.00022706375,0.0000054768334,0.009248334],"genre_scores_gemma":[0.9944813,0.0010904036,0.000105711035,0.000033896944,0.000036591962,0.000007192615,0.0002131263,0.000017736245,0.004014017],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983487,0.0003793008,0.00017663668,0.00022577959,0.00068237423,0.00018714572],"domain_scores_gemma":[0.9925269,0.002821491,0.0023080953,0.00036339444,0.0014447494,0.0005353664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014711518,0.000191613,0.0004620584,0.009256689,0.00086855097,0.004412597,0.0005340119,0.00047407413,0.005377516],"category_scores_gemma":[0.009716328,0.0002917559,0.00009431761,0.012946087,0.002528925,0.0022933085,0.0030081258,0.00041595942,0.0008460472],"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":[0.00063587277,0.000052037663,0.37603158,0.0010705164,0.000104204984,0.0027838314,0.506367,0.0002454492,0.006907161,0.007273328,0.0029439747,0.09558497],"study_design_scores_gemma":[0.0000071496765,0.00004854946,0.88763446,0.00020177671,0.000025108058,0.00066241674,0.08148219,0.000059140246,0.00042302624,0.0003975956,0.029038433,0.000020191386],"about_ca_topic_score_codex":0.017168347,"about_ca_topic_score_gemma":0.038869992,"teacher_disagreement_score":0.017168347,"about_ca_system_score_codex":0.002294498,"about_ca_system_score_gemma":0.0006683058,"threshold_uncertainty_score":0.03413683},"labels":[],"label_agreement":null},{"id":"W4409678925","doi":"10.22148/001c.128010","title":"The “Mapping German fiction in translation” dataset: Data collection, scope, and data quality","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Natural Language Processing Techniques","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":"Université de Montréal","funders":"","keywords":"Scope (computer science); German; Computer science; Translation (biology); Data quality; Quality (philosophy); Data collection; Information retrieval; Data science; History; Statistics; Engineering; Operations management; Mathematics","score_opus":0.10180379937609223,"score_gpt":0.4145446143603592,"score_spread":0.312740814984267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409678925","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021463046,0.00089463644,0.001808335,0.0011756853,0.00015966942,0.00029503962,0.96743983,0.0006533304,0.006110449],"genre_scores_gemma":[0.014469065,0.00025385295,0.004029494,0.00017853684,0.000054157277,0.00068047264,0.97839934,0.00013069512,0.0018044106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627614,0.001058518,0.00065424695,0.00057527964,0.0011581426,0.00027762252],"domain_scores_gemma":[0.98876905,0.0054648663,0.0009401199,0.0020070635,0.0023349496,0.00048393247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037122313,0.000682471,0.0006639403,0.008186221,0.0011328231,0.002323367,0.0011089224,0.0012996967,0.009980333],"category_scores_gemma":[0.023218317,0.00021940857,0.00052095007,0.010678519,0.00088640436,0.0013209091,0.0023437333,0.0010528524,0.010587164],"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":[0.00022919214,0.0001413227,0.019570732,0.002584262,0.00010085411,0.00042485024,0.0018653023,0.001170133,0.0017856457,0.0057777427,0.91743124,0.048918575],"study_design_scores_gemma":[0.000111400885,0.000049649334,0.041325383,0.0006239642,0.000049842278,0.00035151246,0.0020260552,0.0011081671,0.0020144894,0.0024838226,0.9497887,0.00006708778],"about_ca_topic_score_codex":0.00934694,"about_ca_topic_score_gemma":0.021793785,"teacher_disagreement_score":0.009980333,"about_ca_system_score_codex":0.0015385388,"about_ca_system_score_gemma":0.0026234528,"threshold_uncertainty_score":0.033387482},"labels":[],"label_agreement":null},{"id":"W4410984062","doi":"10.22148/001c.138350","title":"Online Reviews as Communal Formations. A Corpus Linguistic Approach","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Digital Communication and Language","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":"Linguistics; Corpus linguistics; History; Computer science; Natural language processing; Philosophy","score_opus":0.04906321785311471,"score_gpt":0.33377345979714335,"score_spread":0.2847102419440286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410984062","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":[0.58892745,0.008117979,0.26014188,0.0032548108,0.0006653204,0.0033763773,0.012676544,0.00094660616,0.121893026],"genre_scores_gemma":[0.8868176,0.0013935367,0.09663931,0.00020489434,0.00022376978,0.002872602,0.0041524693,0.00030064717,0.0073952004],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97872853,0.013600538,0.0017696529,0.002784602,0.002765563,0.0003510752],"domain_scores_gemma":[0.8995017,0.069037504,0.012354296,0.009628492,0.008570286,0.0009077901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013301359,0.0004985214,0.0005340793,0.012974008,0.0033074392,0.008067122,0.0013926141,0.00089317793,0.003754051],"category_scores_gemma":[0.059079465,0.0006356745,0.00044715556,0.014159947,0.004693004,0.008035072,0.0034387934,0.0013205871,0.0008108307],"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":[0.0003305176,0.00024622597,0.052643,0.0034036299,0.00018106442,0.0017026997,0.37518606,0.002296932,0.01356492,0.32263252,0.0121929,0.21561956],"study_design_scores_gemma":[0.0000789269,0.00030068273,0.13234404,0.0024222967,0.00023252949,0.003346412,0.2140663,0.023890551,0.01226263,0.101747036,0.50901544,0.00029318],"about_ca_topic_score_codex":0.005852981,"about_ca_topic_score_gemma":0.010137232,"teacher_disagreement_score":0.013301359,"about_ca_system_score_codex":0.0029615446,"about_ca_system_score_gemma":0.0026429938,"threshold_uncertainty_score":0.07034516},"labels":[],"label_agreement":null},{"id":"W4413346466","doi":"10.22148/001c.142979","title":"The Eclectic Reader","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social and Cultural Dynamics","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; Psychology","score_opus":0.02647182788071664,"score_gpt":0.35404789215881044,"score_spread":0.3275760642780938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413346466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38542873,0.004646809,0.15560555,0.02115894,0.0005771595,0.0002807807,0.0007636174,0.00077835843,0.43076003],"genre_scores_gemma":[0.94685376,0.00080407364,0.019589763,0.0031854545,0.00016088651,0.00015816398,0.00023004516,0.00032209067,0.02869575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858518,0.0077168066,0.00055516016,0.0028257973,0.0024428156,0.0006076289],"domain_scores_gemma":[0.9649061,0.019793928,0.0026751563,0.0072099115,0.0041004354,0.001314452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008005239,0.00042457247,0.00070088205,0.0032094428,0.0035864573,0.010846427,0.0012608039,0.0024048907,0.011003588],"category_scores_gemma":[0.035886254,0.0004923114,0.00054749125,0.0030649742,0.015170039,0.017702784,0.009537406,0.0035287717,0.0030987745],"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":[0.00014640464,0.00008696353,0.024364619,0.00048575236,0.000051945735,0.0006824161,0.38478026,0.0001454103,0.0025805165,0.49861684,0.007608913,0.08045005],"study_design_scores_gemma":[0.00003713728,0.00016242151,0.016125295,0.0007769597,0.000060215112,0.002742934,0.14226912,0.0013036536,0.0036370733,0.45565432,0.3771374,0.000093507195],"about_ca_topic_score_codex":0.0009887984,"about_ca_topic_score_gemma":0.0010155883,"teacher_disagreement_score":0.011003588,"about_ca_system_score_codex":0.0021221864,"about_ca_system_score_gemma":0.0018436841,"threshold_uncertainty_score":0.042336285},"labels":[],"label_agreement":null},{"id":"W4413916071","doi":"10.22148/001c.142973","title":"Geotropes: Situating Postcolonial Bestsellers in the Global Literary Marketplace","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Postcolonial and Cultural Literary 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":"Hospitality and Tourism Research Centre, Hong Kong Polytechnic University","keywords":"Art; Literature; Sociology; History; Aesthetics; Art history","score_opus":0.020252630385960747,"score_gpt":0.2724122058863573,"score_spread":0.2521595755003965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413916071","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":[0.9649231,0.00067749125,0.000566407,0.00067737274,0.000043513144,0.000023361312,0.00010496938,0.000018737343,0.032964967],"genre_scores_gemma":[0.99536777,0.00030104254,0.00032084223,0.00005209187,0.0000211076,0.00001628585,0.00006592016,0.00003628274,0.003818752],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983973,0.0007948571,0.000055471,0.00021728071,0.00028596632,0.00024907864],"domain_scores_gemma":[0.99540496,0.002843884,0.00073833606,0.00044393458,0.0002859493,0.00028299063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027920988,0.00043094513,0.0004005555,0.00637637,0.0064709564,0.010764589,0.0010339455,0.00087821565,0.004183487],"category_scores_gemma":[0.005875448,0.00024485955,0.00019063803,0.0075575844,0.016619958,0.005327804,0.0063150404,0.0010840048,0.00040767746],"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":[0.000040474275,0.00001410489,0.007219088,0.00006552753,0.0000072630623,0.00085241836,0.97089785,0.000049626684,0.0006816593,0.013542924,0.0005906788,0.0060383487],"study_design_scores_gemma":[0.0000039042384,0.000017482453,0.01896592,0.00007890333,0.000007704992,0.0003600281,0.9401511,0.00018893226,0.0005198108,0.0024217472,0.037274517,0.000009958],"about_ca_topic_score_codex":0.007895689,"about_ca_topic_score_gemma":0.02751391,"teacher_disagreement_score":0.010764589,"about_ca_system_score_codex":0.0038756467,"about_ca_system_score_gemma":0.0018115599,"threshold_uncertainty_score":0.028119862},"labels":[],"label_agreement":null},{"id":"W4414090048","doi":"10.22148/001c.143671","title":"Beyond Plot: How Sentiment Analysis Reshapes Our Understanding of Narrative Structure","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Narrative; Sentiment analysis; Narrative structure; Discourse analysis; Perspective (graphical)","score_opus":0.03671393494212861,"score_gpt":0.33310064768971726,"score_spread":0.29638671274758865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414090048","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09005131,0.004367757,0.8018553,0.01994068,0.0022518525,0.00036230602,0.003300182,0.0032206236,0.07465],"genre_scores_gemma":[0.58519626,0.0036388435,0.38565874,0.0022740886,0.0011811067,0.00032294492,0.0026907253,0.003369918,0.015667422],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593085,0.0024011624,0.0002253948,0.0005547351,0.0007593742,0.00012851148],"domain_scores_gemma":[0.98265576,0.01226086,0.001091393,0.0016974679,0.0019556077,0.00033894437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007339129,0.0010123887,0.0005544876,0.0069034197,0.0016754278,0.013612234,0.0010463718,0.0010657812,0.0068648346],"category_scores_gemma":[0.02733906,0.00048218557,0.0009913958,0.0035791986,0.003975348,0.019985385,0.0032425974,0.002806732,0.0026137612],"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":[0.00029008384,0.00009752147,0.011794025,0.0015457062,0.000262325,0.00155046,0.15492898,0.0032839223,0.01915564,0.33104217,0.043165658,0.43288356],"study_design_scores_gemma":[0.000029064566,0.00007682561,0.007769363,0.0013416723,0.000093408475,0.0010798281,0.050325263,0.044995043,0.0061401553,0.55983585,0.32814258,0.0001709784],"about_ca_topic_score_codex":0.0021480557,"about_ca_topic_score_gemma":0.0042398353,"teacher_disagreement_score":0.013612234,"about_ca_system_score_codex":0.0016388015,"about_ca_system_score_gemma":0.0011693125,"threshold_uncertainty_score":0.03881353},"labels":[],"label_agreement":null},{"id":"W4414090244","doi":"10.22148/001c.137088","title":"Parler Games: A Narrative Framework Analysis of Parler Conspiracy Theories and the January 6th Insurrection","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Misinformation and Its Impacts","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":"Narrative; Event (particle physics); Conceptual framework; Narrative history","score_opus":0.020757351768840193,"score_gpt":0.35017000774101864,"score_spread":0.32941265597217845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414090244","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":[0.47234643,0.0017553451,0.38416144,0.008293225,0.00018584874,0.0010691292,0.0033355185,0.00079960306,0.12805346],"genre_scores_gemma":[0.9120612,0.00033608818,0.07506738,0.00019244211,0.000033157077,0.00037621157,0.0013431717,0.0001724405,0.010417878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981846,0.0011456303,0.000057378336,0.00024845364,0.00022802998,0.00013596633],"domain_scores_gemma":[0.99573946,0.0029350745,0.0004054018,0.00026962298,0.00035022854,0.00030020444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019356267,0.00072541554,0.00036171297,0.0026134318,0.0026640615,0.004231734,0.0015820257,0.0009004814,0.005922883],"category_scores_gemma":[0.009083565,0.00041852068,0.00077529385,0.0017343162,0.0028790091,0.0062559573,0.0025816555,0.0015956546,0.00055195077],"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":[0.00012679433,0.00012508883,0.013637194,0.00027506935,0.00007535822,0.0013780213,0.08886596,0.011039489,0.0012619556,0.8339122,0.0093818735,0.03992096],"study_design_scores_gemma":[0.000050141298,0.00009438965,0.013895323,0.00047799965,0.00010364145,0.0006628164,0.116381906,0.32938033,0.001960678,0.3660438,0.17083493,0.00011404485],"about_ca_topic_score_codex":0.031123674,"about_ca_topic_score_gemma":0.041098323,"teacher_disagreement_score":0.031123674,"about_ca_system_score_codex":0.003848972,"about_ca_system_score_gemma":0.0023043675,"threshold_uncertainty_score":0.061885},"labels":[],"label_agreement":null},{"id":"W4414090284","doi":"10.22148/001c.133923","title":"Beyond Computational Formalism or, Architecture Matters","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Semantic Web and Ontologies","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":"Dartmouth College","keywords":"Formalism (music); Architecture; Calculus (dental); Representation (politics)","score_opus":0.017236449138540406,"score_gpt":0.2841832181358266,"score_spread":0.2669467689972862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414090284","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031333122,0.008942102,0.55167145,0.11408573,0.0017683593,0.00009204291,0.00069062214,0.0007815817,0.29063505],"genre_scores_gemma":[0.9022744,0.0056639616,0.06553061,0.0052292864,0.0012056073,0.00015808789,0.0003413002,0.00055596174,0.01904069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99705017,0.0013737328,0.00017958421,0.0006498148,0.0005145358,0.00023209538],"domain_scores_gemma":[0.9935988,0.0031792896,0.0004362933,0.0019320421,0.00054010976,0.00031353784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052369833,0.0008170954,0.00083494344,0.0014813162,0.0022388785,0.00971015,0.0019618613,0.0027975875,0.006786974],"category_scores_gemma":[0.013703721,0.0005600802,0.0006721485,0.0015461788,0.03046048,0.03062626,0.0037050643,0.006277441,0.0017269038],"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":[0.0000028434597,0.0000020868888,0.000055057946,0.000017998645,0.0000035902287,0.000009110889,0.00029427244,0.0002900928,0.000043465618,0.9973236,0.0004193718,0.0015385606],"study_design_scores_gemma":[0.00000294311,0.0000031487664,0.000035252764,0.000029550165,0.0000028818915,0.000023406445,0.00021700017,0.0005272857,0.000053426393,0.9866237,0.012477576,0.0000038889752],"about_ca_topic_score_codex":0.0025502997,"about_ca_topic_score_gemma":0.002300641,"teacher_disagreement_score":0.00971015,"about_ca_system_score_codex":0.0029257191,"about_ca_system_score_gemma":0.0027744675,"threshold_uncertainty_score":0.027696133},"labels":[],"label_agreement":null},{"id":"W4414110760","doi":"10.22148/001c.143993","title":"Computation and Form, Reconsidered","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Dartmouth College","keywords":"Generative grammar; Sketch; Comics; Computation; Poetry; Key (lock)","score_opus":0.07278789245797943,"score_gpt":0.279315459305353,"score_spread":0.20652756684737358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414110760","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03856681,0.062455636,0.113759875,0.15783012,0.004139994,0.0000657114,0.00030829848,0.0005618952,0.6223117],"genre_scores_gemma":[0.9236424,0.010342246,0.015554761,0.0058752,0.0024082898,0.00011135251,0.00013839368,0.00052193773,0.041405465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945911,0.0030375414,0.00017390346,0.0011346308,0.0007618615,0.00030094112],"domain_scores_gemma":[0.9950512,0.0032247633,0.00019632667,0.00094233215,0.00038417315,0.00020119743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041421345,0.0008847775,0.0007836411,0.0034721752,0.005395363,0.017769542,0.0014777418,0.003210979,0.006990573],"category_scores_gemma":[0.010459655,0.00045605996,0.00076879136,0.0027987543,0.078446984,0.024834387,0.0062632305,0.0054560704,0.001177592],"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":[0.0000041888834,0.000001439094,0.000045352645,0.000016076816,0.0000010655133,0.000009635788,0.0012701143,0.00010857643,0.000019813935,0.99494827,0.0010119341,0.0025636188],"study_design_scores_gemma":[0.000004012713,0.000003656405,0.00005895789,0.00005628984,0.0000021232156,0.00003557544,0.0012127471,0.0005364045,0.000064487765,0.95102656,0.046994302,0.0000048986653],"about_ca_topic_score_codex":0.0046375343,"about_ca_topic_score_gemma":0.0034176153,"teacher_disagreement_score":0.017769542,"about_ca_system_score_codex":0.0081376,"about_ca_system_score_gemma":0.0026555753,"threshold_uncertainty_score":0.059042692},"labels":[],"label_agreement":null},{"id":"W4415033376","doi":"10.22148/001c.144825","title":"Generative Aesthetics: On formal stuckness in AI verse","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","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":"Generative grammar; Feature (linguistics); Interpretation (philosophy); Set (abstract data type); Natural language","score_opus":0.04955622214745402,"score_gpt":0.28333752314994526,"score_spread":0.23378130100249123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415033376","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":[0.5767637,0.00027191069,0.35146198,0.002094289,0.00014246177,0.00015629391,0.00016541244,0.0011219591,0.06782202],"genre_scores_gemma":[0.9764475,0.00003912117,0.021370606,0.00009443406,0.000011137153,0.000045005054,0.00006547959,0.00020958466,0.0017170443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483454,0.0033780818,0.00014520103,0.0005393365,0.00092384376,0.0001789867],"domain_scores_gemma":[0.974946,0.01933874,0.0009861913,0.003721492,0.00069547346,0.00031212432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060675093,0.0005491137,0.00046071832,0.0010382343,0.002107318,0.006276477,0.0014397502,0.0011378136,0.007562769],"category_scores_gemma":[0.040269703,0.0005001251,0.0005710503,0.0008232512,0.0137060415,0.0072451825,0.004968144,0.0023326755,0.00063530385],"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":[0.00038713185,0.00013836099,0.008382165,0.0003884221,0.00006237632,0.0006716954,0.07765549,0.025774485,0.019782253,0.8111964,0.001447283,0.054113917],"study_design_scores_gemma":[0.00012075761,0.00033524339,0.0033735614,0.00016477333,0.000053008567,0.00097392255,0.017651686,0.13241051,0.017622322,0.8057307,0.021437895,0.00012561082],"about_ca_topic_score_codex":0.0006752081,"about_ca_topic_score_gemma":0.0005917374,"teacher_disagreement_score":0.007562769,"about_ca_system_score_codex":0.001227626,"about_ca_system_score_gemma":0.00053571694,"threshold_uncertainty_score":0.03208846},"labels":[],"label_agreement":null},{"id":"W4415058363","doi":"10.22148/001c.143615","title":"Pranks and the Viral Canon: On Top-Creator Content from YouTube to TikTok","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Social Media and Politics","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":"University of Illinois at Urbana-Champaign","keywords":"Content analysis; Content (measure theory); The Internet; Social media; Context (archaeology)","score_opus":0.042192918308567647,"score_gpt":0.3408522479251427,"score_spread":0.29865932961657504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415058363","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":[0.95877695,0.0016248842,0.0014516186,0.0015962676,0.00018611808,0.00009090745,0.0051868614,0.00005770956,0.031028777],"genre_scores_gemma":[0.98231024,0.0012541425,0.0018765318,0.00044430466,0.00014420899,0.00009463898,0.0056934953,0.00014622368,0.008036243],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993286,0.00024901514,0.000030184316,0.00011133386,0.00014946132,0.00013147028],"domain_scores_gemma":[0.996797,0.0018478303,0.00045055497,0.00021051214,0.000488146,0.00020587229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008259738,0.00033072638,0.00023269215,0.0038813576,0.0017667406,0.002825434,0.00038654104,0.00053533487,0.0036318034],"category_scores_gemma":[0.006415874,0.00012904096,0.0001808892,0.0046089417,0.0018200125,0.0034720183,0.0018946661,0.00072605285,0.00094864797],"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":[0.0009535517,0.00018919536,0.423584,0.0017906943,0.00013654782,0.0030976294,0.3426234,0.0006933856,0.010254292,0.01755876,0.04991027,0.14920819],"study_design_scores_gemma":[0.000016623299,0.000115324205,0.521179,0.0009058261,0.00005357486,0.0010213325,0.31943148,0.0022696278,0.0030784798,0.0038471604,0.14799897,0.000082648396],"about_ca_topic_score_codex":0.033958048,"about_ca_topic_score_gemma":0.10760636,"teacher_disagreement_score":0.033958048,"about_ca_system_score_codex":0.0013102626,"about_ca_system_score_gemma":0.00064277614,"threshold_uncertainty_score":0.0675208},"labels":[],"label_agreement":null},{"id":"W4415166832","doi":"10.22148/001c.144827","title":"Seeing Formalism or Formal Viewing: Computational Formalism for the Analysis of Visual Media Forms and Contexts","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Image Retrieval and Classification 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":"Formalism (music); Visual media; Computational model; Visualization; Context (archaeology)","score_opus":0.03178069413648718,"score_gpt":0.3372798080262438,"score_spread":0.3054991138897566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415166832","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004428606,0.017942889,0.87806755,0.052961186,0.0027474985,0.00006976211,0.00039621536,0.0008793491,0.042506933],"genre_scores_gemma":[0.37221947,0.025743429,0.5424226,0.009266115,0.0051721707,0.0005149481,0.0014448959,0.0017881141,0.04142832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99836475,0.00075091945,0.0001066021,0.00037880836,0.00032925315,0.00006975473],"domain_scores_gemma":[0.9956731,0.003271028,0.00014565935,0.00049598876,0.0002695153,0.00014464425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023827178,0.00089498825,0.00069213624,0.0016122482,0.0018584508,0.006872967,0.00164883,0.0019371076,0.008980776],"category_scores_gemma":[0.010098087,0.00071908394,0.0017754,0.0021196625,0.014049875,0.016316593,0.0038875348,0.005801624,0.0020654614],"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":[0.000014041881,0.000008491543,0.00009962679,0.000066734494,0.000008501979,0.000035501624,0.0005898719,0.0010522621,0.00019362841,0.97481143,0.011195089,0.011924835],"study_design_scores_gemma":[0.0000067398532,0.000005306781,0.000062539504,0.00008331364,0.000005105317,0.000041181615,0.00017247864,0.0055748224,0.0001722081,0.94774973,0.046113916,0.000012600173],"about_ca_topic_score_codex":0.0054946295,"about_ca_topic_score_gemma":0.0056677926,"teacher_disagreement_score":0.008980776,"about_ca_system_score_codex":0.0027253544,"about_ca_system_score_gemma":0.0019844773,"threshold_uncertainty_score":0.030043721},"labels":[],"label_agreement":null},{"id":"W4415400747","doi":"10.22148/001c.144809","title":"Tug-of-War of Emotion: Measuring and Modeling Sentiment Cycles in Chinese-Language Pop Song Lyrics, 1967-2023","year":2025,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Music History and Culture","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":"Popular music; Term (time); Sound recording and reproduction","score_opus":0.03933005308812216,"score_gpt":0.26311685740249796,"score_spread":0.2237868043143758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415400747","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":[0.99431384,0.00013382861,0.004109126,0.000099042394,0.000009303777,0.000020075202,0.0003776871,0.00003542769,0.00090184546],"genre_scores_gemma":[0.9978523,0.000055643275,0.0012974609,0.000009641451,0.000007159535,0.000018780009,0.00041576914,0.0000048257552,0.00033838645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99991727,0.000019375739,0.0000052558203,0.000028632754,0.000013284657,0.000016204203],"domain_scores_gemma":[0.9998079,0.000085572414,0.0000395169,0.000011930937,0.000033132994,0.00002193751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045343395,0.0003959081,0.0002098931,0.00061627076,0.00025815528,0.00054172496,0.00032260315,0.00026623256,0.0004686132],"category_scores_gemma":[0.0011782949,0.00015555133,0.00044824166,0.000489884,0.00029510987,0.00035389327,0.00029241698,0.0002964355,0.0001332739],"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":[0.0004512319,0.00017396697,0.5669625,0.00017597651,0.00021310021,0.00039727706,0.0012907229,0.3486925,0.010675983,0.0027291242,0.0025197368,0.06571794],"study_design_scores_gemma":[0.0000064739475,0.00004737487,0.11807827,0.000008450112,0.000022076665,0.000024262803,0.00022372277,0.8800746,0.00065295974,0.0003392219,0.0005104068,0.000012227371],"about_ca_topic_score_codex":0.060798172,"about_ca_topic_score_gemma":0.050798208,"teacher_disagreement_score":0.060798172,"about_ca_system_score_codex":0.00082072004,"about_ca_system_score_gemma":0.00048351663,"threshold_uncertainty_score":0.12088859},"labels":[],"label_agreement":null},{"id":"W7126085874","doi":"10.22148/jca.769","title":"Heritage site-seeing through the visitor’s lens on Instagram","year":2022,"lang":"","type":"article","venue":"Journal of Cultural Analytics","topic":"Museums and Cultural Heritage","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":"Lens (geology); Photography; Reflection (computer programming); Social media; Through-the-lens metering","score_opus":0.055713432268587375,"score_gpt":0.2678691530227232,"score_spread":0.2121557207541358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126085874","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":[0.86041045,0.00079888524,0.023009075,0.0008793024,0.00015918275,0.00036478371,0.032296073,0.0020877009,0.07999452],"genre_scores_gemma":[0.929257,0.00048405022,0.034089457,0.00030331966,0.0001149388,0.00016849485,0.012822087,0.00034616748,0.022414427],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997409,0.000047371275,0.000008375764,0.00007185893,0.00007266696,0.000058836442],"domain_scores_gemma":[0.99956876,0.00012299207,0.00007068494,0.000103718565,0.0000799378,0.00005386758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018003178,0.00030421134,0.00021284026,0.0013292056,0.0004262186,0.001476859,0.0002819467,0.00033154374,0.008831163],"category_scores_gemma":[0.00095472904,0.00014029432,0.0003082693,0.001309479,0.0004193374,0.0012456771,0.00096393947,0.0004622049,0.0033774935],"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":[0.0010488114,0.00035039935,0.32280442,0.002130929,0.00023131896,0.002851242,0.03302541,0.0031111252,0.06453329,0.008400275,0.11819389,0.4433189],"study_design_scores_gemma":[0.000021920243,0.00017350637,0.7476294,0.00038150095,0.00010530541,0.0019943274,0.03337319,0.01575918,0.014517314,0.0025675506,0.18334016,0.00013671517],"about_ca_topic_score_codex":0.024963949,"about_ca_topic_score_gemma":0.10074589,"teacher_disagreement_score":0.024963949,"about_ca_system_score_codex":0.00033700455,"about_ca_system_score_gemma":0.0002894149,"threshold_uncertainty_score":0.049637258},"labels":[],"label_agreement":null},{"id":"W7126089735","doi":"10.22148/jca.1186","title":"The Identity Issue","year":2018,"lang":"","type":"article","venue":"Journal of Cultural Analytics","topic":"Identity, Memory, and Therapy","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":"Identity (music); Ask price; Social identity theory; Cultural identity; Field (mathematics)","score_opus":0.041114354418516505,"score_gpt":0.3870495380924138,"score_spread":0.3459351836738973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126089735","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007225608,0.015530643,0.0022622757,0.34780955,0.5448101,0.000045340865,0.000859238,0.00031323347,0.08764696],"genre_scores_gemma":[0.0145461615,0.019620834,0.0014619828,0.12558545,0.62647915,0.00010418694,0.0018128367,0.0010311478,0.20935825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950812,0.0008750114,0.00037531674,0.00076402427,0.0023398693,0.0005645658],"domain_scores_gemma":[0.97598857,0.011846018,0.0009627498,0.0029530015,0.0046954276,0.0035542191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006342334,0.0008058436,0.0014643715,0.0029675514,0.0068172845,0.015445255,0.0022230009,0.009071268,0.09887432],"category_scores_gemma":[0.03162081,0.0005279321,0.0011174221,0.002706399,0.004158261,0.01223973,0.006689181,0.012940794,0.031020232],"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":[0.000005835756,0.0000120995455,0.00012685396,0.00005430361,0.0000031485984,0.000029818446,0.00012227417,0.000012977586,0.000028881192,0.011875187,0.9710524,0.016676232],"study_design_scores_gemma":[0.0000018733028,0.000004716512,0.00020038335,0.00015488398,0.0000031825439,0.00006906728,0.00022638644,0.00004753049,0.000048770627,0.0060840743,0.993153,0.0000061328524],"about_ca_topic_score_codex":0.0021165442,"about_ca_topic_score_gemma":0.0042958967,"teacher_disagreement_score":0.09887432,"about_ca_system_score_codex":0.0025733255,"about_ca_system_score_gemma":0.0043492443,"threshold_uncertainty_score":0.33076757},"labels":[],"label_agreement":null},{"id":"W7126108520","doi":"10.22148/jca.1197","title":"Archival Circulation on the Web: The Vine-Tweets Dataset","year":2019,"lang":"","type":"article","venue":"Journal of Cultural Analytics","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":"Circulation (fluid dynamics); Feature (linguistics); Component (thermodynamics); Identification (biology)","score_opus":0.083460553295701,"score_gpt":0.2694264287423221,"score_spread":0.18596587544662108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126108520","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09007954,0.0013059379,0.0015827542,0.0030009784,0.00088844757,0.00019646129,0.88284254,0.0014390224,0.018664269],"genre_scores_gemma":[0.06547729,0.00054378796,0.0041236565,0.00042944986,0.00026589906,0.0003507405,0.9208378,0.0004469091,0.007524429],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99847,0.00029938773,0.00017381037,0.0002789608,0.0005081407,0.0002697396],"domain_scores_gemma":[0.99628925,0.0010649525,0.00039015745,0.0010447653,0.00085398706,0.00035695088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012883929,0.0006740161,0.0005265765,0.0043233824,0.0018361493,0.002292448,0.00092162634,0.001785315,0.0039221155],"category_scores_gemma":[0.0077432096,0.00028147586,0.0004494801,0.0050154617,0.00069884316,0.0021979022,0.0024621822,0.0012144835,0.0085659325],"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":[0.0005005819,0.00023707529,0.05154305,0.0011351302,0.0001503758,0.0010891868,0.0055071083,0.001045228,0.005230473,0.005524056,0.8786833,0.049354352],"study_design_scores_gemma":[0.000047214504,0.00003844887,0.052938797,0.00033720344,0.000046106754,0.0004860214,0.008212793,0.002269043,0.002793997,0.0022924214,0.9304527,0.00008535283],"about_ca_topic_score_codex":0.032121476,"about_ca_topic_score_gemma":0.08588378,"teacher_disagreement_score":0.032121476,"about_ca_system_score_codex":0.0012652025,"about_ca_system_score_gemma":0.0014563287,"threshold_uncertainty_score":0.063869},"labels":[],"label_agreement":null},{"id":"W7140893723","doi":"10.22148/11039","title":"Beyond Poet Voice: Sampling the (Non-) Performance Styles of 100 American Poets","year":2018,"lang":"","type":"article","venue":"Journal of Cultural Analytics","topic":"Poetry Analysis and Criticism","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":"University of California, Davis; Northwestern University","keywords":"Sampling (signal processing); Style (visual arts); Narrative; Sample (material)","score_opus":0.04519147385284388,"score_gpt":0.3072623438947864,"score_spread":0.2620708700419425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140893723","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":[0.9954554,0.000107438485,0.0010710096,0.0000531566,0.000016903583,0.00036185252,0.00042438682,0.00001166776,0.0024981748],"genre_scores_gemma":[0.98888004,0.00026631803,0.0035259915,0.00023929718,0.00007566893,0.0017343974,0.0015059856,0.000045333323,0.003726998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809307,0.00083576224,0.0001732094,0.00025295894,0.00041148328,0.00023357225],"domain_scores_gemma":[0.9936359,0.00254674,0.00065449154,0.0008944573,0.001830659,0.0004378335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022021858,0.0003641161,0.0002446859,0.0034090606,0.0014090858,0.0017506424,0.0006030434,0.00072075246,0.0031696288],"category_scores_gemma":[0.0099797305,0.00022339274,0.00022356765,0.0029291376,0.0015586028,0.0011282036,0.0017113587,0.0007056853,0.0017771206],"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":[0.00090186053,0.001729129,0.495423,0.00045699923,0.000076078264,0.0013910434,0.28487703,0.00034423845,0.014277496,0.0029295254,0.0071755415,0.1904181],"study_design_scores_gemma":[0.000065618464,0.0006397112,0.74122405,0.00013315222,0.000048671416,0.0013826357,0.21964638,0.0016550404,0.005314457,0.0023309393,0.027487502,0.00007188068],"about_ca_topic_score_codex":0.0018661728,"about_ca_topic_score_gemma":0.0045849606,"teacher_disagreement_score":0.0034090606,"about_ca_system_score_codex":0.00043835072,"about_ca_system_score_gemma":0.00053584256,"threshold_uncertainty_score":0.01164639},"labels":[],"label_agreement":null}]}