{"meta":{"query_hash":"abc0d43116f7","filters":{"topic":"Publishing and Scholarly Communication"},"cohort_total":827,"direct_labels_cover":14,"predictions_cover":827,"exported":827,"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/abc0d43116f7","api":"https://metacan.xera.ac/api/v1/cohort?topic=Publishing+and+Scholarly+Communication"},"results":[{"id":"W10367701","doi":"10.1007/s004150050352","title":"The Scholarly Review Process at the University of Toronto Press","year":2004,"lang":"en","type":"dissertation","venue":"Journal of Neurology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Library science; Media studies; Process (computing); Sociology; Computer science","score_opus":0.029526124377310847,"score_gpt":0.2607067308874311,"score_spread":0.2311806065101203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10367701","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20410763,0.6439182,9.792994e-7,0.019728363,0.002925149,0.00040687097,0.000024085937,0.000017002121,0.1288717],"genre_scores_gemma":[0.45986015,0.46919078,0.00000928392,0.0023985556,0.0009992237,0.0000035804608,0.00010214057,0.000055345423,0.06738096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881494,0.00037654117,0.00034812183,0.000078275116,0.000280031,0.00010211822],"domain_scores_gemma":[0.9972387,0.00021021641,0.0012025652,0.00033647366,0.0009817434,0.000030334058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009074745,0.00009702086,0.00024615327,0.000013545944,0.000671702,0.00024636227,0.0012482239,0.00009476902,0.00025376116],"category_scores_gemma":[0.00034016647,0.00005511052,0.00015439444,0.000011712569,0.00013585719,0.0011759864,0.000046447505,0.0009363288,0.0000037335867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005198134,0.00071867905,0.00036584138,0.0051908167,0.0014354824,0.00014578275,0.22027554,0.00011056694,0.00031073156,0.100855954,0.6111239,0.054268554],"study_design_scores_gemma":[0.00017816092,0.00023658636,0.0013669909,0.00036963198,0.0001624202,0.000031848376,0.0010215717,0.0000011089096,0.0000062861836,0.0006727039,0.99589634,0.000056346977],"about_ca_topic_score_codex":0.0009636445,"about_ca_topic_score_gemma":0.030760132,"teacher_disagreement_score":0.38477242,"about_ca_system_score_codex":0.00005215538,"about_ca_system_score_gemma":0.00020420254,"threshold_uncertainty_score":0.98692596},"labels":[],"label_agreement":null},{"id":"W1144117372","doi":"10.11575/prism/29147","title":"Education Topics Search -- ProQuest CBCA Education","year":2008,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public relations; Political science; Criminology; Sociology","score_opus":0.032353756664153084,"score_gpt":0.21922708516786465,"score_spread":0.18687332850371158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1144117372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54940015,0.00039890604,0.0014153995,0.0038113482,0.00040484965,0.0001850484,4.4111877e-7,0.00007305431,0.44431078],"genre_scores_gemma":[0.8326644,0.00026461115,0.009340304,0.00018979228,0.00018251975,0.0000012567984,0.000111940404,0.000010103141,0.1572351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947584,0.00007641819,0.00007910995,0.000112436,0.00016183092,0.0000943961],"domain_scores_gemma":[0.9993082,0.000018997289,0.00006769794,0.00028981903,0.00025791806,0.000057363544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013655936,0.000058142574,0.00008598335,0.00013284312,0.00053445867,0.00006281375,0.0003451635,0.00004713416,0.00033890433],"category_scores_gemma":[0.000026968873,0.00006983516,0.00004513732,0.0000445972,0.00018207046,0.0010019968,0.00007167036,0.00019033511,0.000050199324],"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":[0.000024512601,0.0006859199,0.0037855753,0.00005250249,0.000024887846,0.0000015493459,0.094419494,1.553386e-7,0.00007362842,0.26927388,0.0644124,0.5672455],"study_design_scores_gemma":[0.00016182345,0.00004991622,0.023169193,0.000035854977,0.00001734692,0.000004414864,0.0029225522,0.0004705299,0.000036182126,0.0017476992,0.9712531,0.000131419],"about_ca_topic_score_codex":0.004506167,"about_ca_topic_score_gemma":0.000116496245,"teacher_disagreement_score":0.9068407,"about_ca_system_score_codex":0.00006104927,"about_ca_system_score_gemma":0.0005636114,"threshold_uncertainty_score":0.6812007},"labels":[],"label_agreement":null},{"id":"W1169167635","doi":"","title":"Research guides: Public Policy and Governance: Canadian information","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information governance; Corporate governance; Political science; Public administration; Business; Information system; Law; Management information systems","score_opus":0.14596711078612926,"score_gpt":0.31239905292434444,"score_spread":0.1664319421382152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1169167635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013649618,0.0015955403,0.0000010023191,0.016842732,0.00054447964,0.00019348713,0.00041393688,0.0000904532,0.9801819],"genre_scores_gemma":[0.12994124,0.007932753,0.0002090124,0.0060186465,0.0045269295,0.000109069595,0.0029203629,0.00006369958,0.8482783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981676,0.00021122399,0.0003976371,0.00016947677,0.0005017856,0.0005522987],"domain_scores_gemma":[0.99739885,0.00015715045,0.00016213248,0.000734154,0.0012232158,0.00032448163],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020466368,0.00018222304,0.000197236,0.0011434624,0.0013042765,0.007815793,0.0010782649,0.00028687398,0.0032064386],"category_scores_gemma":[0.0018754526,0.00015787547,0.000045662284,0.00014969574,0.0003792896,0.006726164,0.00026602272,0.0012053109,0.0004440592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.6419864e-7,0.000002966586,0.000011783855,0.000021890388,0.000010324257,2.1429793e-7,0.00515773,7.4103803e-9,1.3300053e-8,0.4835055,0.5012565,0.010032392],"study_design_scores_gemma":[0.00008043655,0.000029744275,0.00031341732,0.00006620831,0.000004729657,0.000002134777,0.0022611967,0.000008159901,2.994618e-7,0.00937125,0.9876755,0.00018694373],"about_ca_topic_score_codex":0.92530006,"about_ca_topic_score_gemma":0.87187976,"teacher_disagreement_score":0.48641893,"about_ca_system_score_codex":0.0005005428,"about_ca_system_score_gemma":0.0029316752,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W1172379891","doi":"","title":"Selective bibliography of on-demand academic public lectures (version 2.0 - January 2010)","year":2010,"lang":"en","type":"article","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of Physics, Harvard University; Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology; Leonard M. Miller School of Medicine; University of North Carolina at Chapel Hill; University of Texas MD Anderson Cancer Center; Radcliffe Institute for Advanced Study, Harvard University; Viterbi School of Engineering, University of Southern California; Kroc Institute for International Peace Studies, University of Notre Dame; Center for Transportation and the Environment; University of Oregon; University of Notre Dame; Center for the Study of Religion, Princeton University; Georgetown University; University of Hawai'i; University of Pittsburgh; Center for Advanced Study, University of Illinois at Urbana-Champaign; College of Engineering, Michigan State University; Johns Hopkins University; University of Washington; University of Miami; York University; Northwestern University; University of Rochester; University of Illinois at Urbana-Champaign; Michigan State University; North Carolina State University; Medical Center, University of Rochester; A. James Clark School of Engineering; University of Minnesota; Harvard University; Georgia Institute of Technology; University of Southern California; Harvard Business School; University of Pennsylvania; Vanderbilt University; Massachusetts Institute of Technology; Ohio State University","keywords":"Bibliography; Library science; Computer science; World Wide Web","score_opus":0.02131455489971988,"score_gpt":0.21540804792016788,"score_spread":0.19409349302044798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1172379891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415959,0.0003671926,0.00025644025,0.0017538621,0.0010427021,0.00037867864,0.00091487484,0.0002681823,0.053422157],"genre_scores_gemma":[0.9952547,0.0018217972,0.00016256569,0.0003253354,0.00023341039,0.0000023615987,0.00034044267,0.000038527774,0.0018208558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973979,0.00040972454,0.0004282049,0.0005397007,0.00064378756,0.0005806673],"domain_scores_gemma":[0.99711776,0.000351109,0.00044035472,0.00086085685,0.00088504626,0.00034489454],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012275865,0.0003701204,0.0003996175,0.009295652,0.0015506933,0.0008160729,0.0015235277,0.00035081222,0.000534293],"category_scores_gemma":[0.00023096743,0.0003623222,0.00029983884,0.0037533718,0.0007034727,0.003434584,0.00043369667,0.0038061047,0.00022190898],"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":[0.001139984,0.001056611,0.26241386,0.0001316516,0.00062231213,0.000044915014,0.011766658,0.0002504154,0.0030694737,0.042505775,0.6674207,0.009577649],"study_design_scores_gemma":[0.0020896795,0.0003593385,0.048029345,0.00013712133,0.00012423216,0.000008055573,0.0023262394,0.00026289612,0.00078131526,0.0038794724,0.94110173,0.00090056926],"about_ca_topic_score_codex":0.0004932496,"about_ca_topic_score_gemma":0.0016972573,"teacher_disagreement_score":0.27368104,"about_ca_system_score_codex":0.0000500171,"about_ca_system_score_gemma":0.00013911794,"threshold_uncertainty_score":0.9998829},"labels":[],"label_agreement":null},{"id":"W12803258","doi":"10.28945/1333","title":"Starting to Publish Academic Research as a Doctoral Student","year":2010,"lang":"en","type":"article","venue":"International journal of doctoral studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Multidisciplinary approach; Sociology; Publication; Library science; Engineering ethics; Political science; Social science; Computer science; Engineering; Law","score_opus":0.325214018832797,"score_gpt":0.49489063959951113,"score_spread":0.16967662076671414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W12803258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95873463,0.00096900936,0.0000059873346,0.027254168,0.0061610863,0.00009739129,0.0000105795125,0.00002795906,0.006739176],"genre_scores_gemma":[0.991966,0.00012650376,0.00046510645,0.00088141504,0.0035752396,0.000010299376,0.000003009165,0.000013824686,0.0029585923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971676,0.00018554203,0.0006839462,0.00015248307,0.0015281257,0.0002822998],"domain_scores_gemma":[0.9934666,0.00035813663,0.00034500082,0.00019869332,0.005470472,0.00016108814],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035168915,0.00012833078,0.00023381153,0.00058500795,0.00044406974,0.0021852416,0.0019072295,0.000057026013,0.0003601924],"category_scores_gemma":[0.0037138148,0.00009939817,0.00011571384,0.00010922214,0.0002569069,0.0026228996,0.0006405646,0.0019415371,0.000088532004],"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":[0.00036154248,0.0006254892,0.0638098,0.00001669603,0.0015534156,0.00012009143,0.21681514,0.000023444849,0.0058046323,0.41043466,0.2788205,0.021614581],"study_design_scores_gemma":[0.00082710804,0.00039569417,0.010584812,0.00018187876,0.000026520866,0.00002664262,0.029755529,0.0000075994967,0.00026060504,0.021307113,0.9363887,0.00023783804],"about_ca_topic_score_codex":0.00029841633,"about_ca_topic_score_gemma":0.0015746226,"teacher_disagreement_score":0.65756816,"about_ca_system_score_codex":0.00019374886,"about_ca_system_score_gemma":0.00013412374,"threshold_uncertainty_score":0.9988506},"labels":[],"label_agreement":null},{"id":"W13292173","doi":"10.1111/j.0954-6820.1955.tb18202.x","title":"From Roots to Routes: Cultivating Canadian Writing in an Electronic Age.","year":2000,"lang":"en","type":"article","venue":"Essays on Canadian writing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Genealogy; Literature; Art; History","score_opus":0.02630361349127661,"score_gpt":0.24712686701558834,"score_spread":0.22082325352431173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W13292173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7370642,0.00008969272,6.8141156e-7,0.0034312687,0.000078594414,0.0001636401,0.00013401553,0.000074094314,0.25896382],"genre_scores_gemma":[0.99271685,0.000005241504,0.0001521698,0.004332323,0.0009246097,0.000037811515,0.0003437269,0.000053313754,0.0014339577],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747616,0.00022901969,0.00045440864,0.0004386554,0.00022138699,0.0011803971],"domain_scores_gemma":[0.99820536,0.00017542661,0.00006085552,0.00053403096,0.00010274059,0.00092156883],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009192698,0.00022826093,0.00022834461,0.0006388211,0.0012428388,0.0025682752,0.0007167949,0.0001118468,0.0022052748],"category_scores_gemma":[0.00024605414,0.00027542235,0.000050113547,0.0002078993,0.000043291522,0.0013813413,0.000019302011,0.0008827447,0.00017606076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039564155,0.000145001,0.04486976,0.000031373926,0.00007886287,0.0005043675,0.19378334,0.0017168381,0.00034211564,0.26836464,0.015327132,0.474797],"study_design_scores_gemma":[0.0013859598,0.00034034994,0.055711064,0.0016439186,0.000029386896,0.000009419455,0.07222395,0.0044851545,0.000060809412,0.009873612,0.85198295,0.0022534428],"about_ca_topic_score_codex":0.9881153,"about_ca_topic_score_gemma":0.9995708,"teacher_disagreement_score":0.8366558,"about_ca_system_score_codex":0.0014421731,"about_ca_system_score_gemma":0.0008460072,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W137026807","doi":"10.1098/rsbm.2005.0004","title":"Bertram Neville Brockhouse. 15 July 1918 – 13 October 2003","year":2005,"lang":"en","type":"article","venue":"Biographical Memoirs of Fellows of the Royal Society","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sister; History; Small town; Genealogy; Wife; Archaeology; Ancient history; Law; Sociology; Political science; Socioeconomics","score_opus":0.016081054697673198,"score_gpt":0.21390350293008112,"score_spread":0.1978224482324079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W137026807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.851375,0.0049706614,0.0000623615,0.010383676,0.0010444995,0.0006521552,0.00019674108,0.00023940971,0.13107549],"genre_scores_gemma":[0.9914399,0.00017021313,0.0011639257,0.00069741113,0.00036996056,0.000011264914,0.000013268156,0.000026628823,0.006107461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828583,0.00014648789,0.0005193626,0.0002352216,0.0005075951,0.00030553172],"domain_scores_gemma":[0.99815506,0.00013650718,0.0003077317,0.00085112645,0.00044397573,0.00010559725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006016767,0.00020569474,0.00032956133,0.00006062267,0.0005067734,0.00018769651,0.001184039,0.00019713903,0.0002874611],"category_scores_gemma":[0.00018474336,0.00014180032,0.00086389837,0.0003254291,0.00093551073,0.00036585514,0.00025686648,0.00054717204,0.000015411848],"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":[0.00006908156,0.0012163073,0.0067227655,0.0001218019,0.0005773983,2.2699523e-7,0.014419545,0.0004907923,0.0006530946,0.027195869,0.9423264,0.0062066647],"study_design_scores_gemma":[0.0006226065,0.00009622224,0.0062261703,0.00010016116,0.00013582017,5.7081775e-7,0.0011330027,0.0015700229,0.000795244,0.0010537072,0.98795366,0.0003128317],"about_ca_topic_score_codex":0.0011209198,"about_ca_topic_score_gemma":0.0006259701,"teacher_disagreement_score":0.14006487,"about_ca_system_score_codex":0.000027092354,"about_ca_system_score_gemma":0.000052431857,"threshold_uncertainty_score":0.5782449},"labels":[],"label_agreement":null},{"id":"W1430895100","doi":"","title":"Imperial Media: Colonial Networks and Information Technology in the British Literary Imagination, 1857-1918","year":2015,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Publishing and Scholarly Communication","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":"Popularity; Politics; Colonialism; Media studies; Reflexivity; Sociology; Period (music); History; Phonograph; Literature; Art; Aesthetics; Social science; Law; Political science; Archaeology","score_opus":0.05216647606692773,"score_gpt":0.29904358241025947,"score_spread":0.24687710634333174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1430895100","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31740126,0.010367971,0.000022472961,0.5696772,0.00055231975,0.0004961634,0.000027358274,0.000021653568,0.10143365],"genre_scores_gemma":[0.9950844,0.0013048714,0.000044155026,0.0031467497,0.0003073819,0.000008444338,0.000040794548,0.000002852812,0.000060335642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850816,0.00062614266,0.0003566541,0.000037803304,0.0002804889,0.00019076242],"domain_scores_gemma":[0.9983364,0.00074881007,0.00020413395,0.00011566688,0.00041260134,0.00018243185],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004633643,0.00005801373,0.00008576069,0.00047535158,0.0012606896,0.012080296,0.0003370992,0.000083169776,0.000020908143],"category_scores_gemma":[0.00214748,0.000039618993,0.00001204264,0.00026260896,0.00056827225,0.07487172,0.00005999795,0.0009811562,0.0000029778823],"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":[0.00016137512,0.000012459974,0.0019351061,0.00002109103,0.000019610374,0.000012320282,0.19498503,0.000014715224,1.4065712e-7,0.7252065,0.043348555,0.034283098],"study_design_scores_gemma":[0.00050371833,0.00013052259,0.0024924376,0.000042350868,0.000008319699,0.00034907673,0.03335837,0.00047263267,7.486721e-7,0.01955403,0.9430293,0.000058530626],"about_ca_topic_score_codex":0.0016236658,"about_ca_topic_score_gemma":0.0028315182,"teacher_disagreement_score":0.89968073,"about_ca_system_score_codex":0.000019974947,"about_ca_system_score_gemma":0.00068173656,"threshold_uncertainty_score":0.98894525},"labels":[],"label_agreement":null},{"id":"W147792838","doi":"","title":"Pitch to proof: Editorial workflow at NUVO magazine","year":2013,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Workflow; Business; Database","score_opus":0.017375085834343454,"score_gpt":0.19719377654026635,"score_spread":0.17981869070592288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W147792838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5692551,0.00007904988,0.000082886094,0.0060596005,0.01922806,0.0007223587,0.00005820289,0.00040194794,0.4041128],"genre_scores_gemma":[0.81206185,0.000012012941,0.00020976739,0.00036102772,0.010914069,0.000005619207,0.000095574025,0.000026898479,0.17631316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889976,0.00010281695,0.00014004849,0.0002681642,0.00029028294,0.0002989386],"domain_scores_gemma":[0.99874026,0.000074839765,0.000069191985,0.0005510016,0.00036144227,0.00020324398],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016288011,0.00015996225,0.00015797997,0.00028323932,0.0006351687,0.00073724374,0.0007823987,0.000104836385,0.002985304],"category_scores_gemma":[0.00007761728,0.00016358838,0.00008178831,0.0002009876,0.00009135037,0.0020070937,0.00034087047,0.00032196275,0.0025392373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043189502,0.00006959638,0.014056884,0.000006282988,0.0000238147,0.0000049170144,0.0005182166,0.000010516873,0.000013887265,0.0077185393,0.97545606,0.0020780887],"study_design_scores_gemma":[0.0004365733,0.000069431975,0.00035822383,0.0000216673,0.000020124064,1.6842797e-9,0.003920674,0.000027719507,0.00007758557,0.0005589178,0.99428964,0.00021944857],"about_ca_topic_score_codex":0.00071163214,"about_ca_topic_score_gemma":0.067858644,"teacher_disagreement_score":0.24280676,"about_ca_system_score_codex":0.0002183215,"about_ca_system_score_gemma":0.000045867764,"threshold_uncertainty_score":0.9982374},"labels":[],"label_agreement":null},{"id":"W1478468644","doi":"10.3138/jsp.47.1.02","title":"University Press Forum 2015","year":2015,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Theme (computing); Value (mathematics); Media studies; Management; Sociology; Library science; Computer science; World Wide Web; Economics","score_opus":0.096506355651328,"score_gpt":0.2491165271133189,"score_spread":0.1526101714619909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1478468644","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16430062,0.005620411,0.00075533637,0.09269022,0.0052601486,0.00017620865,0.000047521902,0.0001756144,0.7309739],"genre_scores_gemma":[0.97941536,0.00007262173,0.0015258483,0.0007491403,0.0014313522,3.2626886e-7,0.000011865829,0.000022845044,0.016770624],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979072,0.00033841236,0.00044131643,0.0001234786,0.00093410135,0.0002554663],"domain_scores_gemma":[0.99381536,0.00013409546,0.0006737668,0.0003723821,0.0046034623,0.0004009485],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004931948,0.00012275702,0.0002248975,0.0003915548,0.0003848773,0.068625,0.0019272917,0.0001261164,0.000054855234],"category_scores_gemma":[0.0045363656,0.00010860957,0.00013398091,0.00011977046,0.00009652998,0.24636894,0.00029205982,0.0020114095,0.000011336988],"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":[0.00007970545,0.000095007126,0.00175889,0.000005630111,0.00006736247,0.000028449187,0.013194633,0.000023385817,0.00002919369,0.22889493,0.7523587,0.003464127],"study_design_scores_gemma":[0.0008581583,0.00012475622,0.00030860025,0.000049443748,0.00003306311,0.00003741036,0.02264785,0.000040775514,0.000013326702,0.0028324355,0.9729246,0.00012960802],"about_ca_topic_score_codex":0.0005108404,"about_ca_topic_score_gemma":0.00013865173,"teacher_disagreement_score":0.81511474,"about_ca_system_score_codex":0.00026626387,"about_ca_system_score_gemma":0.00037000043,"threshold_uncertainty_score":0.9323419},"labels":[],"label_agreement":null},{"id":"W1481768996","doi":"","title":"Open access : perspectives from SSHRC and NRC","year":2005,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Association of Research Libraries; Association of Research Libraries","keywords":"Subsidy; Government (linguistics); Griffin; Stipulation; Terminology; Library science; Computer science; List price; Operations research; Business; Law; Sociology; Political science; Mathematics; History; Philosophy","score_opus":0.0495242462459055,"score_gpt":0.2554267567562318,"score_spread":0.20590251051032626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481768996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.674844,0.0011301344,0.000022827126,0.002403407,0.00011469548,0.00011072377,0.000024160992,0.00006766714,0.32128233],"genre_scores_gemma":[0.9754995,0.00016230652,0.0008379777,0.00006339942,0.00021533489,4.954324e-7,0.0000190408,0.0000076073397,0.02319435],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999157,0.00010706816,0.00011741543,0.0002682579,0.00022319093,0.00012704327],"domain_scores_gemma":[0.9989825,0.000072360206,0.00018287779,0.00039689385,0.00028637887,0.000079025995],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00019699392,0.00011114698,0.00020269396,0.0000841397,0.0020388071,0.0028486187,0.0018547147,0.00005745362,0.00074588135],"category_scores_gemma":[0.000043517375,0.00012618426,0.00006232648,0.000061816245,0.00029272516,0.0069039506,0.001411694,0.00019374979,0.00000938407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003294327,0.00069434714,0.00358685,0.000035775145,0.00047003245,0.000026254571,0.7057806,0.000020886268,0.0036264504,0.089552514,0.16143684,0.034440015],"study_design_scores_gemma":[0.00065197895,0.00009116138,0.02734675,0.000049287093,0.000058810154,0.0000044718504,0.121108264,0.00023080618,0.00017126334,0.00053823396,0.8494843,0.0002646617],"about_ca_topic_score_codex":0.016064959,"about_ca_topic_score_gemma":0.005857187,"teacher_disagreement_score":0.68804747,"about_ca_system_score_codex":0.00016322901,"about_ca_system_score_gemma":0.0001123113,"threshold_uncertainty_score":0.9992604},"labels":[],"label_agreement":null},{"id":"W1484343355","doi":"","title":"Open Texts and Playful Readers","year":2000,"lang":"en","type":"article","venue":"Canadian review of comparative literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Linguistics; Literature; Philosophy; History; Art; Psychology","score_opus":0.05485662820008761,"score_gpt":0.2971873267210306,"score_spread":0.242330698520943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484343355","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0134890955,0.31324497,1.9331817e-7,0.006027046,0.00006700289,0.00042674545,0.0002630806,0.000011688111,0.66647017],"genre_scores_gemma":[0.91046,0.031970713,0.00029577644,0.01379913,0.00020046183,0.000051152525,0.0006146078,0.000016315409,0.04259182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992592,0.00016835434,0.00021433293,0.00014204103,0.00007985627,0.0001362527],"domain_scores_gemma":[0.9991892,0.000042269057,0.00006984104,0.0003363076,0.00018483943,0.00017755844],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028681845,0.00010917388,0.00029588846,0.00007165107,0.00022955616,0.0011138482,0.000577359,0.000035652247,0.0030792058],"category_scores_gemma":[0.000021852777,0.00008770971,0.000036672685,0.00008563351,0.00013556819,0.0011832999,0.000028524715,0.0002545644,0.000035379024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016547083,0.000026801816,0.00009904825,0.0013167029,0.00006190563,0.0000068023314,0.09550045,4.2015475e-7,0.0000031870218,0.33510464,0.5374494,0.030414078],"study_design_scores_gemma":[0.00009625999,0.00003077381,0.0004130159,0.0049832906,0.000012772739,0.000004882307,0.00029370244,0.0000053864633,0.0000023279101,0.00091494306,0.99313813,0.00010449128],"about_ca_topic_score_codex":0.006176783,"about_ca_topic_score_gemma":0.054282423,"teacher_disagreement_score":0.8969709,"about_ca_system_score_codex":0.000027885919,"about_ca_system_score_gemma":0.0001371503,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W1486106096","doi":"","title":"Stylish Academic Writing. by Helen Sword (review)","year":2013,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"SWORD; Literature; Aesthetics; History; Art; Visual arts; Computer science; World Wide Web","score_opus":0.03739845313240346,"score_gpt":0.25362167675739256,"score_spread":0.21622322362498908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1486106096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33114132,0.27368417,0.00013817126,0.20408368,0.0028188545,0.00069001754,0.0000684317,0.000262756,0.1871126],"genre_scores_gemma":[0.94622093,0.018417189,0.0011012249,0.02092996,0.0036252239,0.000032698368,0.000078489924,0.00008702908,0.009507265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958299,0.00049045036,0.0015466395,0.00023669313,0.0014098117,0.0004865413],"domain_scores_gemma":[0.99246806,0.00040377554,0.0015479606,0.00055390014,0.0046131057,0.00041318024],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007658035,0.00025519967,0.00050719286,0.00042842425,0.0006430197,0.07990277,0.0030940261,0.0002558934,0.002024199],"category_scores_gemma":[0.008525215,0.00021268732,0.00026035504,0.00023632198,0.00013131241,0.27957284,0.000315447,0.0064284666,0.00013083627],"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":[0.0000056128947,0.00006123861,0.0015536284,0.00008481864,0.000063284555,0.000002871485,0.0026712923,5.4094403e-7,0.00054919254,0.0075418195,0.9526751,0.03479059],"study_design_scores_gemma":[0.00052244536,0.00010524884,0.0015999564,0.0015900389,0.000068113615,0.000053977605,0.0026410823,0.000016932421,0.00003897165,0.0041382085,0.9889273,0.00029771446],"about_ca_topic_score_codex":0.00042222528,"about_ca_topic_score_gemma":0.000023183966,"teacher_disagreement_score":0.6150796,"about_ca_system_score_codex":0.00018741227,"about_ca_system_score_gemma":0.000200421,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W1493045288","doi":"","title":"University Presses. Albert N. Greco (ed.). Toronto, University of Toronto Press, 2011. 230 pp. (The Essential JSP: Critical Insights into the World of Scholarly Publishing; 1). ISBN: 978-1-4426-1243-3","year":2012,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Media studies; Sociology; Library science; Political science; Law; Computer science","score_opus":0.13205012183848885,"score_gpt":0.4123861649109034,"score_spread":0.28033604307241455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493045288","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19485809,0.47467726,0.00015624313,0.005226049,0.003223582,0.0011340756,0.00021422308,0.00011287412,0.32039762],"genre_scores_gemma":[0.9531812,0.038951688,0.00012315858,0.00014258816,0.00056869106,0.0000030907884,0.000049259204,0.000037969934,0.006942363],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958923,0.0014315129,0.00073570217,0.00037500222,0.0010899047,0.00047560202],"domain_scores_gemma":[0.99396026,0.0013318447,0.0010936119,0.0013930516,0.0018990379,0.00032220883],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00285482,0.00033916833,0.00068805803,0.000120784796,0.0015668027,0.008520417,0.008280789,0.00018507717,0.031722955],"category_scores_gemma":[0.0009748905,0.00025916097,0.0003213251,0.00015339786,0.0010248187,0.0834511,0.0026268954,0.0010671586,0.000013263052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006044059,0.001263276,0.024462786,0.00017293521,0.00072958815,0.000006916067,0.035481915,0.0000181828,0.0036965848,0.07932942,0.8471517,0.007082317],"study_design_scores_gemma":[0.0005391557,0.000018202481,0.06988327,0.00022938625,0.00031552013,0.000002380131,0.0041132467,0.00004536047,0.0010556469,0.0019966057,0.92144394,0.00035726943],"about_ca_topic_score_codex":0.3198803,"about_ca_topic_score_gemma":0.16693784,"teacher_disagreement_score":0.75832313,"about_ca_system_score_codex":0.00035068093,"about_ca_system_score_gemma":0.0002635472,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W1498109303","doi":"10.29173/cais174","title":"Complementary or Discrete Contexts in Online Indexing: A Comparison of User, Creator and Intermediary Keywords","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":34,"is_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); Search engine indexing; Humanities; Point (geometry); Computer science; Art; World Wide Web; Mathematics; Geography","score_opus":0.046151308638400244,"score_gpt":0.29374538156627455,"score_spread":0.2475940729278743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498109303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979964,0.0021858502,0.0000032603295,0.01173934,0.0002659977,0.0005634821,0.0009226213,0.000019780495,0.0043356386],"genre_scores_gemma":[0.9958786,0.0006365488,0.00031688818,0.00023005495,0.00014416457,0.000032438093,0.000045959536,0.000028300574,0.0026870756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976417,0.000108413806,0.0010798416,0.0003070819,0.0004341818,0.0004287767],"domain_scores_gemma":[0.9786382,0.00048350263,0.0013244667,0.0002935146,0.019100554,0.00015977226],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00078129186,0.00034309592,0.00087774295,0.00028313292,0.0002137336,0.0042824373,0.0018421685,0.00019332659,0.0002848484],"category_scores_gemma":[0.0076350444,0.0002615407,0.00012649209,0.00020544084,0.0017292752,0.014296235,0.001140072,0.00075521896,0.0000014001325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041655047,0.00091326504,0.6673952,0.0012367434,0.00022965303,8.440432e-7,0.23016897,0.0000013814935,0.0021674368,0.068339534,0.012147801,0.016982624],"study_design_scores_gemma":[0.0028550185,0.0016919249,0.552753,0.005468726,0.0002940338,0.000021139907,0.1175028,0.002216237,0.0033708774,0.008823964,0.30423802,0.00076425297],"about_ca_topic_score_codex":0.009943612,"about_ca_topic_score_gemma":0.0033672536,"teacher_disagreement_score":0.29209024,"about_ca_system_score_codex":0.00007905831,"about_ca_system_score_gemma":0.00023939883,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W1498827920","doi":"10.26181/29397968","title":"A Love for Illustration Inspires a Website and Book","year":2003,"lang":"en","type":"article","venue":"Open MIND","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Art; Art history; World Wide Web; Computer science","score_opus":0.10787279578776614,"score_gpt":0.2935347798965549,"score_spread":0.18566198410878876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498827920","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18204519,0.0005965432,0.00008310536,0.001339067,0.00010740701,0.0004109409,0.000029924786,0.0000021682117,0.81538564],"genre_scores_gemma":[0.8761748,0.000020804102,0.0020528121,0.00026622007,0.00007094661,0.00001651741,0.000031944335,0.0000069807356,0.12135894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996614,0.000038520524,0.00009015066,0.00009623483,0.000042346954,0.000071362585],"domain_scores_gemma":[0.9996833,0.000047529564,0.000042422605,0.00014301653,0.000058286998,0.000025397801],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032029572,0.00004591737,0.000059280832,0.000024936035,0.00018865494,0.0021542266,0.00015141293,0.000022396847,0.0018593585],"category_scores_gemma":[0.000091529655,0.000040523806,0.000013971874,0.00000996741,0.000045307173,0.0015916426,0.000031470914,0.00005822096,0.0000921281],"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":[0.00010417641,0.0002444854,0.00066212,0.000029662402,0.00008572838,0.00000170414,0.17574026,0.000005263226,0.0010559383,0.5268636,0.07681569,0.21839142],"study_design_scores_gemma":[0.0002622382,0.000047827765,0.000081977654,0.000011521095,0.00000840858,0.0000010099571,0.0015570826,0.000044200402,0.00027291724,0.0013554102,0.99629396,0.0000634367],"about_ca_topic_score_codex":0.000053613872,"about_ca_topic_score_gemma":0.00080647983,"teacher_disagreement_score":0.9194783,"about_ca_system_score_codex":0.000009487592,"about_ca_system_score_gemma":0.00003264589,"threshold_uncertainty_score":0.99905306},"labels":[],"label_agreement":null},{"id":"W1501110125","doi":"","title":"The What's, How's, and Why's of Open Access","year":2007,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Directory; World Wide Web; Publishing; Presentation (obstetrics); Computer science; Library science; Internet privacy; Business; Political science; Medicine; Law","score_opus":0.052987229337127364,"score_gpt":0.26051598035798984,"score_spread":0.2075287510208625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501110125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86961746,0.003095509,0.000107344815,0.0048349723,0.00049570046,0.00022794526,0.000007093297,0.00004563506,0.12156832],"genre_scores_gemma":[0.98160297,0.00068035466,0.00017139662,0.00005933298,0.00006586679,2.2356738e-7,0.000008378344,0.0000067187675,0.017404767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992749,0.00009963971,0.00013799324,0.00015244918,0.00019598416,0.00013902532],"domain_scores_gemma":[0.99871325,0.00020435792,0.00030931475,0.0004487654,0.0002641,0.000060191316],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006724292,0.00008526248,0.00017152556,0.00006765599,0.0025728736,0.0051989336,0.002151383,0.000049944196,0.00004576898],"category_scores_gemma":[0.000049701463,0.000077015,0.00005950097,0.000086751235,0.0004952629,0.008863562,0.001609155,0.00016250413,7.5799693e-7],"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":[0.0009921504,0.0006492529,0.010451216,0.00021707092,0.0007632862,0.000056983023,0.22711146,0.000007104222,0.007632809,0.3123323,0.32118297,0.11860341],"study_design_scores_gemma":[0.0003493825,0.00010170122,0.013835221,0.00007462209,0.000035176516,0.0000055251717,0.092365064,0.000029150471,0.0004575759,0.00044575369,0.8921645,0.00013627246],"about_ca_topic_score_codex":0.0043140864,"about_ca_topic_score_gemma":0.0048927004,"teacher_disagreement_score":0.5709816,"about_ca_system_score_codex":0.000044794466,"about_ca_system_score_gemma":0.00007042833,"threshold_uncertainty_score":0.99872565},"labels":[],"label_agreement":null},{"id":"W1504473500","doi":"10.7202/039571ar","title":"Linda H. Peterson. Becoming a Woman of Letters: Myths of Authorship and Facts of the Victorian Market. Princeton: Princeton University Press, 2009. ISBN: 978-0-691-14017-9. Price: U.S. $35.00/£24.95","year":2009,"lang":"en","type":"article","venue":"Romanticism and Victorianism on the Net","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mythology; Art history; History; Romanticism; Media studies; Economic history; Sociology; Classics","score_opus":0.02650417338447011,"score_gpt":0.21251392362365146,"score_spread":0.18600975023918134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504473500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596918,0.0008144412,0.000030129853,0.0048588784,0.00094803155,0.00055035116,0.00011775794,0.00005267522,0.03293589],"genre_scores_gemma":[0.9972595,0.00037650316,0.000118640084,0.00023905258,0.00029772526,0.0000016583689,0.0000075251633,0.00001659704,0.0016828153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981027,0.0004483936,0.00043447886,0.0002976216,0.00041679599,0.00029996084],"domain_scores_gemma":[0.9979761,0.00038244596,0.00059633685,0.0008211162,0.00012385403,0.00010009608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010026089,0.00025781183,0.00041833214,0.00009448948,0.0005252583,0.0002740434,0.00087065966,0.00013650196,0.00006857778],"category_scores_gemma":[0.00015751118,0.00017693458,0.00011531425,0.00010694483,0.00037629216,0.00063285703,0.0002420241,0.0004972755,7.6388415e-7],"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":[0.0007235702,0.00067424803,0.0029386007,0.00042580257,0.00032432342,0.0000109873,0.15103166,0.000010616538,0.013360695,0.81228805,0.017166978,0.0010445021],"study_design_scores_gemma":[0.0023099636,0.00082422345,0.113874614,0.001183996,0.0002893076,0.000011355419,0.0034276594,0.00053166505,0.0048800516,0.0041047833,0.8678874,0.00067499076],"about_ca_topic_score_codex":0.00021707102,"about_ca_topic_score_gemma":0.00006859023,"teacher_disagreement_score":0.8507204,"about_ca_system_score_codex":0.000037094065,"about_ca_system_score_gemma":0.000059235248,"threshold_uncertainty_score":0.7215183},"labels":[],"label_agreement":null},{"id":"W1508414821","doi":"10.22230/cjc.2004v29n3a1423","title":"Online Scholarly Publishing in Canada: Technology and Systems for the Humanities and Social Sciences","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Université de Montréal; Simon Fraser University; University of Toronto","keywords":"Publishing; Digitization; Scholarly communication; Quality (philosophy); Electronic publishing; Political science; Digital humanities; Library science; Sample (material); Media studies; Sociology; Public relations; Social science; World Wide Web; Computer science; The Internet; Law; Epistemology","score_opus":0.10084488054790243,"score_gpt":0.25072399077572965,"score_spread":0.14987911022782724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508414821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85587674,0.043752413,0.000032858356,0.09754065,0.00025578964,0.00018555275,0.000053166015,0.000006789034,0.002296036],"genre_scores_gemma":[0.9988938,0.0002688323,0.00012124933,0.0005602188,0.000083970815,0.0000059440226,0.000007801857,0.0000052449213,0.00005295206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932283,0.00008969306,0.00027498518,0.000053545376,0.00011477936,0.00014418003],"domain_scores_gemma":[0.99886286,0.00023100946,0.00022535925,0.00017287221,0.00047664618,0.000031252202],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013438838,0.0000585749,0.0001160672,0.00044734267,0.0019970792,0.0073059318,0.00083894393,0.000042477128,0.0000027213478],"category_scores_gemma":[0.00050134386,0.000045906334,0.000013713003,0.00010311717,0.0006036802,0.0045855376,0.00004210693,0.0005212544,5.4671894e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032808553,0.000007961183,0.0036241752,0.000011508697,0.000017563563,9.2804703e-7,0.017177137,0.0000936362,0.000003375269,0.9735993,0.0014478368,0.004013295],"study_design_scores_gemma":[0.0010391246,0.0001075712,0.02537158,0.00028812664,0.000038455677,0.00006740295,0.1596312,0.0005281998,0.0000029824146,0.034988295,0.77773833,0.0001987468],"about_ca_topic_score_codex":0.92260236,"about_ca_topic_score_gemma":0.9981889,"teacher_disagreement_score":0.93861103,"about_ca_system_score_codex":0.0003825206,"about_ca_system_score_gemma":0.0031688856,"threshold_uncertainty_score":0.9993022},"labels":[],"label_agreement":null},{"id":"W1509721542","doi":"","title":"Review of The Academic’s Guide to Publishing by Kitchen and Fuller","year":2009,"lang":"en","type":"article","venue":"Educate~/Educate","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Publishing; Public relations; Media studies; Sociology; Library science; Political science; Computer science; Law","score_opus":0.048171571590646556,"score_gpt":0.3035865730262357,"score_spread":0.25541500143558915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509721542","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23139152,0.11726747,0.0000028781442,0.4846712,0.00286356,0.00068416604,0.00006019418,0.00011215293,0.16294686],"genre_scores_gemma":[0.8628243,0.012508381,0.0002557775,0.06599534,0.001390735,0.00006567075,0.00009921287,0.00004258123,0.056818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835896,0.0002131409,0.00052958925,0.00029003617,0.000276951,0.00033132982],"domain_scores_gemma":[0.99829954,0.000109692504,0.0002597511,0.0008476073,0.00029165926,0.00019174672],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015650906,0.00019607888,0.0002809387,0.000101078105,0.00043029463,0.0012942805,0.0013340391,0.000087153516,0.0005771724],"category_scores_gemma":[0.0012456896,0.00014112667,0.0000931622,0.00017051902,0.00012545023,0.0021839268,0.0002062315,0.00079524703,0.000045977282],"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":[0.0000030407466,0.00006973296,0.00021767404,0.00014655165,0.000013731757,4.5554806e-8,0.021367135,1.1496452e-7,0.00021216803,0.008620622,0.9582441,0.011105109],"study_design_scores_gemma":[0.00009147811,0.000029546638,0.0019242235,0.0016843658,0.000037122656,0.0000039956985,0.0032737162,8.3299034e-7,0.00016727718,0.0021739206,0.99042463,0.00018886685],"about_ca_topic_score_codex":0.0009490642,"about_ca_topic_score_gemma":0.00006598063,"teacher_disagreement_score":0.6314328,"about_ca_system_score_codex":0.0000770467,"about_ca_system_score_gemma":0.00028517516,"threshold_uncertainty_score":0.99974245},"labels":[],"label_agreement":null},{"id":"W1517365911","doi":"","title":"Pioneers Past and Present: Curriculum insights from stories that link through generations","year":2006,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Humanities; Narrative; Art; Sociology; Art history; Literature","score_opus":0.03608653321516878,"score_gpt":0.22638595948892012,"score_spread":0.19029942627375135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517365911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60644686,0.0055885753,0.0006580482,0.008749957,0.00076791283,0.00016127764,0.000044995137,0.0002771977,0.37730518],"genre_scores_gemma":[0.98706895,0.00009107497,0.00078601023,0.00017266539,0.0016531999,0.000015982732,0.00029263148,0.0000091726015,0.00991034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994209,0.00006125691,0.00013271012,0.00014319146,0.00014365301,0.00009829437],"domain_scores_gemma":[0.9994825,0.00006585095,0.000049417744,0.00027475096,0.00010039667,0.00002708903],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0000442376,0.000092865004,0.00008946663,0.00003700035,0.00073752773,0.0017948748,0.00016198929,0.000042812102,0.00023988061],"category_scores_gemma":[0.000012815635,0.00007130957,0.000027526788,0.000026351656,0.00011749973,0.0021818574,0.00006754688,0.00014826363,0.000020059502],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001253999,0.000057049292,0.0024971499,0.0000026407029,0.000017781897,5.364729e-7,0.020931276,0.000015414189,0.00004328119,0.9027005,0.07321424,0.00051891006],"study_design_scores_gemma":[0.00016411324,0.000013671756,0.0033660955,0.000009033035,0.000016075212,3.39206e-7,0.004549936,0.00045835876,0.00009031874,0.029333001,0.9618637,0.00013534371],"about_ca_topic_score_codex":0.017540365,"about_ca_topic_score_gemma":0.011199866,"teacher_disagreement_score":0.88864946,"about_ca_system_score_codex":0.000017319375,"about_ca_system_score_gemma":0.00001247959,"threshold_uncertainty_score":0.99924135},"labels":[],"label_agreement":null},{"id":"W1517495341","doi":"10.5204/mcj.45","title":"Ghosts in Machines and a Snapshot of Scholarly Journal Publishing in Canada","year":2008,"lang":"en","type":"article","venue":"M/C Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Snapshot (computer storage); Publishing; Library science; Scholarly communication; History; Data science; Media studies; Political science; Computer science; Sociology; Law; Database","score_opus":0.046350614216969475,"score_gpt":0.20928483848707613,"score_spread":0.16293422427010665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517495341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98138374,0.0024796594,0.0000024543824,0.003342159,0.00038044498,0.000031164258,0.0000058445517,0.0000028900931,0.0123716695],"genre_scores_gemma":[0.9986779,0.0004601321,0.00012501495,0.00027025442,0.00025981362,8.7607066e-7,0.0000042854854,0.000008268705,0.00019344041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985345,0.0002457081,0.00051870174,0.000081241866,0.0003933574,0.00022651075],"domain_scores_gemma":[0.9990838,0.00010608035,0.0002606632,0.0001346307,0.00029012593,0.00012466424],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001653971,0.00009375452,0.0001960326,0.00040168606,0.00045884924,0.0044500134,0.00048667402,0.000039885348,0.0003081173],"category_scores_gemma":[0.00075566245,0.000078732795,0.000033189765,0.00009743193,0.00006997823,0.012125766,0.00007322144,0.0019530293,3.99026e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007154118,0.00010888437,0.9060509,0.000017231672,0.00003365524,0.00035306052,0.050058376,0.00006426831,0.00017468681,0.0053191744,0.023419501,0.014328701],"study_design_scores_gemma":[0.0027802188,0.00013875794,0.8866748,0.0004646278,0.000012913318,0.0035406426,0.012119974,0.00079988554,0.00002734529,0.0073766564,0.08568185,0.00038232695],"about_ca_topic_score_codex":0.57219493,"about_ca_topic_score_gemma":0.9207947,"teacher_disagreement_score":0.3485998,"about_ca_system_score_codex":0.00029521013,"about_ca_system_score_gemma":0.001067853,"threshold_uncertainty_score":0.99658346},"labels":[],"label_agreement":null},{"id":"W1519639286","doi":"10.11575/prism/34775","title":"Open Access in Canada: a strong beginning","year":2010,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.04583221319855257,"score_gpt":0.24166401673503227,"score_spread":0.1958318035364797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519639286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81232053,0.00004489098,0.000008388004,0.0007894486,0.0004134229,0.00010553003,0.000009815495,0.000024748964,0.18628323],"genre_scores_gemma":[0.9894725,0.000007694222,0.0002344351,0.00004645093,0.000074189535,6.3336375e-7,0.000019440307,0.000008055702,0.010136609],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992079,0.000074161435,0.00014462526,0.00019692206,0.00020246989,0.00017388757],"domain_scores_gemma":[0.99910176,0.00005772201,0.00020127902,0.00042144253,0.00014322845,0.0000745687],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00021796678,0.00009663983,0.00019561822,0.00010315686,0.0013238473,0.001523776,0.0027118227,0.000045642064,0.0004644882],"category_scores_gemma":[0.00003831056,0.00011619992,0.000041919942,0.00010610174,0.00012840742,0.0045160833,0.0015430587,0.00043700126,0.0000023474156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046756867,0.00081853924,0.2720444,0.000197745,0.0004277279,0.00041226094,0.21312672,0.00028057845,0.012295775,0.22540285,0.25088444,0.023641383],"study_design_scores_gemma":[0.0009730494,0.00006935423,0.15746996,0.00009964361,0.000033921802,0.000012218236,0.0632935,0.00094658637,0.0002445856,0.00021723709,0.77619433,0.0004455723],"about_ca_topic_score_codex":0.9618773,"about_ca_topic_score_gemma":0.9903343,"teacher_disagreement_score":0.5253099,"about_ca_system_score_codex":0.00029458164,"about_ca_system_score_gemma":0.0011752414,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W1523807586","doi":"10.26522/brocked.v16i2.87","title":"The ed School’s Troubles. Reflections upon reading David Labaree’s The Trouble with ed Schools.","year":2007,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reading (process); Argument (complex analysis); Order (exchange); Function (biology); Sociology; Mathematics education; Pedagogy; Psychology; Visual arts; Art; Philosophy; Linguistics; Medicine","score_opus":0.03236172418394405,"score_gpt":0.293598162387666,"score_spread":0.26123643820372194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523807586","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36419675,0.010132708,0.004868896,0.10606798,0.013111054,0.0012673303,0.000015095995,0.00051356753,0.4998266],"genre_scores_gemma":[0.9493454,0.00041401526,0.000816989,0.0010400371,0.0038846412,0.00004103966,0.000023160937,0.000036359572,0.044398353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983384,0.00024395503,0.00045268497,0.00016157066,0.00042557844,0.00037780328],"domain_scores_gemma":[0.9976036,0.00025626388,0.00038015057,0.0006025352,0.0008889806,0.0002684752],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015569162,0.00016100395,0.00011896759,0.000164813,0.0066177333,0.0060937693,0.0008465902,0.00005554299,0.00034531465],"category_scores_gemma":[0.00068974454,0.00008865865,0.00008729701,0.00017145196,0.000093532915,0.002112032,0.00004970291,0.0014596693,0.00010307836],"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":[0.000302472,0.00034782226,0.0026889367,0.000009275103,0.00017607318,0.0000013377921,0.01846285,0.000041761665,0.0006542005,0.12729271,0.8203652,0.029657355],"study_design_scores_gemma":[0.00035950742,0.000085434986,0.0049453527,0.00007911435,0.000046264926,0.000171731,0.04593075,0.000008491508,0.000057548586,0.0038631924,0.944295,0.00015764113],"about_ca_topic_score_codex":0.00035055907,"about_ca_topic_score_gemma":0.0028151625,"teacher_disagreement_score":0.58514863,"about_ca_system_score_codex":0.00032298302,"about_ca_system_score_gemma":0.0011860788,"threshold_uncertainty_score":0.994938},"labels":[],"label_agreement":null},{"id":"W1524026000","doi":"10.1126/science.1138360","title":"Metaphors Be with You","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alchemy (Canada)","funders":"","keywords":"Poetry; Literature; Art; Art history","score_opus":0.02859838674163904,"score_gpt":0.21926634113158172,"score_spread":0.1906679543899427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524026000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5515304,0.00011465771,0.00002251577,0.0019097223,0.00012944735,0.000030732153,0.0000029109012,0.000060476294,0.4461991],"genre_scores_gemma":[0.989339,0.0000011947747,0.0003298413,0.00016457513,0.000069900816,0.0000029209261,0.0000027168367,0.0000023236098,0.010087539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999466,0.000012269034,0.000054942895,0.00010449913,0.00024163777,0.00012063427],"domain_scores_gemma":[0.99957174,0.000012700735,0.00002775433,0.00024910152,0.00011462067,0.000024097648],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004905315,0.000035484114,0.000035099456,0.00007047079,0.0006205734,0.0012957281,0.00044653987,0.000005886797,0.00012213591],"category_scores_gemma":[0.000029730352,0.000023812072,0.000009942242,0.000106850646,0.0006358926,0.0016513696,0.000037911734,0.00007270955,0.000020914327],"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":[0.0000031585014,0.00004126487,0.0017131073,0.0000016664226,0.0000019155486,9.283861e-7,0.007779741,0.000017119462,0.0009025306,0.9829315,0.004528131,0.0020789139],"study_design_scores_gemma":[0.00009581271,0.00004352359,0.011208172,0.000007260648,0.0000056267572,0.0000020397615,0.0016083647,0.00014436914,0.0006674518,0.006415234,0.97968787,0.00011430357],"about_ca_topic_score_codex":0.00067328505,"about_ca_topic_score_gemma":0.0012433904,"teacher_disagreement_score":0.9765163,"about_ca_system_score_codex":0.000016701859,"about_ca_system_score_gemma":0.00006812385,"threshold_uncertainty_score":0.999741},"labels":[],"label_agreement":null},{"id":"W1530565545","doi":"","title":"“Of the Irritable Genus”: The Role of Susanna Moodie in the Publishing of Roughing It in the Bush","year":2000,"lang":"en","type":"article","venue":"Studies in Canadian Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Restructuring; Appeal; Art history; History; Art; Literature; Law; Political science","score_opus":0.03638195342224983,"score_gpt":0.2578211003830389,"score_spread":0.2214391469607891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530565545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59464186,0.054683197,3.0927687e-8,0.056167096,0.00029587315,0.00047801627,0.00025060645,0.000005500664,0.2934778],"genre_scores_gemma":[0.99732465,0.0003482294,0.0000075526114,0.0014522618,0.00012047489,0.000030383706,0.000014291186,0.000007133921,0.00069503713],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983341,0.0005992414,0.00038052097,0.0001229353,0.00026852835,0.0002946539],"domain_scores_gemma":[0.9984699,0.0004865637,0.0001227688,0.00072775286,0.00017244233,0.00002060833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592485,0.00011614644,0.00019937476,0.00015068745,0.00040317696,0.00089889934,0.0017163891,0.00007287032,0.000045162604],"category_scores_gemma":[0.0006084707,0.0000541781,0.000068099085,0.0005031099,0.0003311635,0.0012535466,0.000077376215,0.00095654844,3.8348605e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008965415,0.000034852063,0.007889569,0.000040462593,0.00003005836,0.0000030176918,0.8257242,0.0000768679,0.0000032411697,0.14532949,0.018076802,0.0027824838],"study_design_scores_gemma":[0.00019646768,0.000023592958,0.01355771,0.00047742692,0.000012644547,0.0000029561777,0.17710397,0.00006369857,0.0000058441565,0.0099702785,0.7984914,0.000093974035],"about_ca_topic_score_codex":0.22002742,"about_ca_topic_score_gemma":0.894501,"teacher_disagreement_score":0.78041464,"about_ca_system_score_codex":0.000092972565,"about_ca_system_score_gemma":0.00015155654,"threshold_uncertainty_score":0.86681074},"labels":[],"label_agreement":null},{"id":"W1535839053","doi":"10.1353/esc.2003.0005","title":"Renewing the Fire: Notes Toward the Liberation of English Studies","year":2003,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Fell; Reading (process); History; Power (physics); Victory; Law; Political science; Politics; Geography","score_opus":0.11495075084374756,"score_gpt":0.2783725174754011,"score_spread":0.16342176663165353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535839053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79369175,0.096511416,0.0000024729675,0.007203566,0.016142184,0.00057795347,0.000056933804,0.00009577389,0.08571794],"genre_scores_gemma":[0.9965361,0.0018491439,0.000027589234,0.000456481,0.0006433284,0.000056111614,0.0000048840147,0.000010757711,0.00041565468],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985647,0.00037892503,0.00037311527,0.00015169887,0.00032063673,0.00021092434],"domain_scores_gemma":[0.99584895,0.0022699502,0.00015628261,0.0004764221,0.0012284829,0.000019900415],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012068277,0.00014008574,0.00024684396,0.000029209561,0.0007020203,0.0001985257,0.00044856762,0.000021924068,0.000022836051],"category_scores_gemma":[0.01665737,0.00008112273,0.00004368319,0.00011995351,0.000340329,0.00049598416,0.00013414845,0.00035525335,3.0698033e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004851199,0.000018038541,0.00193578,0.000045885794,0.00022722055,0.0000015487166,0.8641748,0.00023844512,0.0000010471298,0.0323994,0.09954003,0.0014129431],"study_design_scores_gemma":[0.0001689176,0.000018588667,0.00035883472,0.00008031177,0.000027950533,1.7801565e-7,0.47629744,0.000017018945,0.0000858115,0.0014442087,0.5213795,0.00012126752],"about_ca_topic_score_codex":0.285572,"about_ca_topic_score_gemma":0.94095016,"teacher_disagreement_score":0.65537816,"about_ca_system_score_codex":0.00036551445,"about_ca_system_score_gemma":0.00036090382,"threshold_uncertainty_score":0.9916257},"labels":[],"label_agreement":null},{"id":"W1535891710","doi":"10.11575/prism/34749","title":"From the CLA Task Force on Open Access","year":2008,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task force; Task (project management); Statement (logic); Position statement; Work (physics); Access to information; Position (finance); Library science; Political science; World Wide Web; Information access; Computer science; Business; Public administration; Medicine; Engineering; Management; Law; Economics","score_opus":0.07335862109856833,"score_gpt":0.25118557062263924,"score_spread":0.1778269495240709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535891710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7170976,0.00018064791,0.000029877823,0.0022775284,0.0003329936,0.00016128611,0.000036068548,0.00006807565,0.27981594],"genre_scores_gemma":[0.937517,0.00007449286,0.00010869168,0.000284293,0.00024881028,7.9928407e-7,0.000059226786,0.0000101494925,0.06169653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904865,0.00018041815,0.00013405496,0.00023197605,0.00026165324,0.00014326969],"domain_scores_gemma":[0.9986417,0.00019158945,0.00023178298,0.0007115594,0.00016303234,0.000060296996],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00017011228,0.00011812379,0.00019054682,0.00004905665,0.0046630376,0.001559854,0.0035862534,0.000062202234,0.0004382599],"category_scores_gemma":[0.00004200067,0.00010496076,0.000106940955,0.000088313216,0.0003467271,0.0035533153,0.0014376948,0.00028692177,0.000029906416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034114235,0.00037612024,0.0030203755,0.000012386063,0.00026104378,0.00006295345,0.20379688,0.000040759962,0.0012002935,0.031050552,0.7574845,0.0023530277],"study_design_scores_gemma":[0.00055385457,0.0001420934,0.01974389,0.0000570441,0.00004034873,0.000007843026,0.023711449,0.00012614155,0.00019217547,0.00065737474,0.9545478,0.00021998948],"about_ca_topic_score_codex":0.022130681,"about_ca_topic_score_gemma":0.0018286093,"teacher_disagreement_score":0.22041944,"about_ca_system_score_codex":0.000094760806,"about_ca_system_score_gemma":0.00012886433,"threshold_uncertainty_score":0.9994766},"labels":[],"label_agreement":null},{"id":"W1543312324","doi":"10.22230/src.2010v1n1a3","title":"Scholarly and Research Communication: A Journal and Some Founding Ideas","year":2009,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Scholarly communication; Transformative learning; The Internet; Public relations; Intellectual property; Public domain; Sociology; Library science; Media studies; World Wide Web; Political science; Computer science; Law; History","score_opus":0.20339805440206668,"score_gpt":0.4038040342395242,"score_spread":0.20040597983745753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543312324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7244951,0.13682087,0.000025027692,0.09507435,0.0001572878,0.0007768774,0.0000140968,0.0001542331,0.042482123],"genre_scores_gemma":[0.94987917,0.045433648,0.0016207648,0.00043927092,0.00035202876,0.000045196928,0.00004775823,0.000029906505,0.0021522823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98992014,0.0065433737,0.00063202786,0.0004444803,0.001699086,0.0007608786],"domain_scores_gemma":[0.99052274,0.002033658,0.00020069884,0.0021802816,0.004567387,0.00049523416],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.03609919,0.00024148633,0.00031690073,0.0012495412,0.013275925,0.04988331,0.0022743803,0.00026402902,0.00007261604],"category_scores_gemma":[0.006208912,0.00021997595,0.000058151727,0.00046493963,0.0021326875,0.033551436,0.001627108,0.008473568,0.000032970853],"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":[0.00011297752,0.00020688752,0.0011970954,0.000042834545,0.000056285007,0.0000043855016,0.03770599,3.70177e-7,0.0012407368,0.9027176,0.007390671,0.049324177],"study_design_scores_gemma":[0.0014628989,0.00063307193,0.023620483,0.0007703063,0.000028729875,0.00014141703,0.021911833,0.00024089274,0.00005947542,0.6389301,0.31176287,0.00043792953],"about_ca_topic_score_codex":0.00063955487,"about_ca_topic_score_gemma":0.00040599165,"teacher_disagreement_score":0.3043722,"about_ca_system_score_codex":0.00022039517,"about_ca_system_score_gemma":0.00024615342,"threshold_uncertainty_score":0.99381393},"labels":[],"label_agreement":null},{"id":"W1563885251","doi":"10.1108/07378830510636300","title":"Open Journal Systems","year":2005,"lang":"en","type":"article","venue":"Library Hi Tech","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publishing; Computer science; Insider; Originality; World Wide Web; Electronic publishing; Publication; Library science; The Internet; Political science; Law","score_opus":0.05464594909309639,"score_gpt":0.24578944106625158,"score_spread":0.1911434919731552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563885251","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021195943,0.0018891527,0.000018228819,0.013593366,0.00056037516,0.00012845552,0.000012715401,0.00022760079,0.96237415],"genre_scores_gemma":[0.86703604,0.00007914347,0.0007676187,0.00089924736,0.0015631974,0.000011257163,0.000027800317,0.000018295517,0.12959738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994043,0.0000879513,0.00018569226,0.00008264648,0.000114174894,0.00012522205],"domain_scores_gemma":[0.9994615,0.00003287,0.00008384755,0.0003316562,0.000027363196,0.000062812236],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002632722,0.00006471737,0.00009215859,0.00007806365,0.00052050926,0.0108296815,0.0015170188,0.00003374866,0.002089152],"category_scores_gemma":[0.000018345101,0.000051831998,0.00003100193,0.000033654454,0.000036787435,0.012944456,0.00034422436,0.0003378133,0.00023505116],"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":[0.0000058330734,0.000043395503,0.0002677926,0.000004013449,0.000011891824,0.0000020519153,0.0032877708,0.000005711454,0.000012690994,0.4857868,0.49915072,0.011421307],"study_design_scores_gemma":[0.00013556019,0.000022065162,0.00011812318,0.000029938787,0.0000034393142,0.000017817914,0.0008136065,0.00013658553,0.000026970965,0.00299913,0.9956157,0.000081057944],"about_ca_topic_score_codex":0.0000481848,"about_ca_topic_score_gemma":0.0000118173675,"teacher_disagreement_score":0.8458401,"about_ca_system_score_codex":0.000013189502,"about_ca_system_score_gemma":0.000050373485,"threshold_uncertainty_score":0.99882305},"labels":[],"label_agreement":null},{"id":"W1564242148","doi":"","title":"Scholarly Publication in a Changing Academic Landscape: Models for Success by Lynée Lewis Gaillet and Letizia Guglielmo (review)","year":2015,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"LYN; Sociology; History; Biology","score_opus":0.09555489991989298,"score_gpt":0.28715248097669605,"score_spread":0.19159758105680308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564242148","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2858757,0.40291077,0.0038353808,0.24570203,0.002200046,0.0015866795,0.0002677266,0.00022407016,0.0573976],"genre_scores_gemma":[0.97510713,0.009852193,0.002207924,0.0076246867,0.0015643564,0.00009649023,0.00026711737,0.00009011453,0.0031900092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99600685,0.0004555316,0.001407404,0.00035339574,0.0012007382,0.00057610736],"domain_scores_gemma":[0.99172235,0.00038115925,0.0013349396,0.00047227225,0.0056090257,0.00048026757],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.018939856,0.0002879846,0.0005897716,0.0037357952,0.0005005915,0.063974544,0.0019807585,0.00033501387,0.000045202865],"category_scores_gemma":[0.013941707,0.00025664378,0.00015219272,0.0013413688,0.00009480929,0.29143545,0.0003350847,0.0038894224,0.0000043592077],"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":[0.00015094245,0.00020516975,0.01000181,0.00038555817,0.00011903742,0.0000065224485,0.022226283,0.000050932438,0.0002341561,0.08170922,0.843864,0.041046366],"study_design_scores_gemma":[0.0032981709,0.0002500883,0.00076121313,0.0020898078,0.00011667911,0.00009020045,0.00738275,0.0015900529,0.000024143914,0.015399426,0.96843094,0.00056651974],"about_ca_topic_score_codex":0.00017781975,"about_ca_topic_score_gemma":0.000071815106,"teacher_disagreement_score":0.6892314,"about_ca_system_score_codex":0.00027050215,"about_ca_system_score_gemma":0.00037851688,"threshold_uncertainty_score":0.99998856},"labels":[],"label_agreement":null},{"id":"W1573687252","doi":"","title":"LibGuides: APA Citation Style, 6th Edition : Government Documents","year":2013,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Style (visual arts); Government (linguistics); Library science; Information retrieval; World Wide Web; Computer science; Political science; History; Philosophy; Linguistics; Archaeology","score_opus":0.03598943424550187,"score_gpt":0.24386062929109134,"score_spread":0.20787119504558949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573687252","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00083788123,0.0007173985,0.00013869314,0.0032823451,0.005029826,0.0005457791,0.0004142311,0.00037434805,0.9886595],"genre_scores_gemma":[0.04636874,0.0010506756,0.0006212267,0.002283662,0.006082765,0.00029537332,0.005105679,0.00010265469,0.93808925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971809,0.00020982078,0.0006677283,0.0004072814,0.0011981236,0.00033618032],"domain_scores_gemma":[0.99784875,0.00022460129,0.0005307052,0.0008621451,0.00041879088,0.00011497872],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062808057,0.00037620284,0.00034786377,0.0001642236,0.0006140971,0.005063843,0.00090287125,0.00027368945,0.01561807],"category_scores_gemma":[0.00030070936,0.00032160783,0.00016515986,0.00005306203,0.00016951072,0.0043534823,0.00022256383,0.0007526907,0.0013101714],"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":[0.0000051966454,0.00007228302,0.000010489069,0.000062091065,0.000066662986,5.919213e-7,0.0052515496,0.0000012104481,0.000003319283,0.05055316,0.9383771,0.005596348],"study_design_scores_gemma":[0.00024428414,0.00008399648,0.00008637258,0.00020506447,0.000064537046,8.425024e-7,0.0047327657,0.00007414051,0.000013176659,0.0061254953,0.9879716,0.00039774482],"about_ca_topic_score_codex":0.0026587185,"about_ca_topic_score_gemma":0.0009604852,"teacher_disagreement_score":0.050570272,"about_ca_system_score_codex":0.00039977665,"about_ca_system_score_gemma":0.000089900626,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W1589221700","doi":"","title":"Bill Devall and Alan Drengson, guest editors for this Naess series","year":2005,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Philosophy; Biology","score_opus":0.028739374596352257,"score_gpt":0.22864182248299733,"score_spread":0.19990244788664507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589221700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73173004,0.0013846358,0.00002562218,0.14395067,0.008912439,0.0007579642,0.00015126297,0.00044042116,0.11264693],"genre_scores_gemma":[0.9637328,0.000052196294,0.00021071802,0.0008989633,0.011118107,0.000042883283,0.00003217309,0.000018641384,0.02389354],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994588,0.000059957787,0.00013006508,0.00010524991,0.000095257725,0.00015066795],"domain_scores_gemma":[0.99937415,0.00014566253,0.00005147241,0.00031581358,0.00008031061,0.00003258036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207845,0.00009028337,0.000089645364,0.000034181714,0.00054428575,0.0008219618,0.0003109431,0.000034458066,0.00022718914],"category_scores_gemma":[0.00006615056,0.000049168637,0.000040178107,0.000013427318,0.00015587127,0.0010153231,0.00006630083,0.00014510387,0.00004460985],"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":[0.000087468085,0.0000691543,0.00050351024,0.00002987423,0.00007996477,3.1315176e-7,0.109859526,0.000001568721,0.00013660609,0.08341121,0.79019547,0.015625358],"study_design_scores_gemma":[0.00018024532,0.000052257015,0.00037566482,0.000011049507,0.000019134928,0.0000022498948,0.0006910805,0.00005625044,0.00012653596,0.0017946357,0.99659467,0.00009622896],"about_ca_topic_score_codex":0.00022343463,"about_ca_topic_score_gemma":0.0010667008,"teacher_disagreement_score":0.23200272,"about_ca_system_score_codex":0.000016316695,"about_ca_system_score_gemma":0.000011724986,"threshold_uncertainty_score":0.79261965},"labels":[],"label_agreement":null},{"id":"W1592292362","doi":"10.11575/prism/34715","title":"A Leading-Edge Position Statement on Open Access + Ongoing Interest in OA at CLA","year":2008,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Position statement; Task (project management); Statement (logic); Task force; Position (finance); Computer science; World Wide Web; Business; Political science; Engineering; Medicine; Public administration; Law; Family medicine","score_opus":0.14261367168369138,"score_gpt":0.28657514798214717,"score_spread":0.1439614762984558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592292362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8569891,0.00006248018,0.000018161434,0.00089452544,0.00021452177,0.00020087718,0.000012262032,0.000054595363,0.14155346],"genre_scores_gemma":[0.9743395,0.00007657849,0.00010748389,0.00010481487,0.0000636219,0.0000015976786,0.00007108023,0.000012494043,0.025222823],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988944,0.00019680137,0.00023649416,0.00028588928,0.0001920888,0.00019432197],"domain_scores_gemma":[0.9989941,0.00007392114,0.00029395826,0.00042079767,0.00014192375,0.00007528566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027558237,0.00014099607,0.00024862957,0.00025238673,0.0023436744,0.0010306906,0.0016337833,0.00006610983,0.0003220467],"category_scores_gemma":[0.000026545084,0.00016482582,0.00008418268,0.00013360503,0.00020411126,0.0042893225,0.0015523371,0.00027490695,0.000035634013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002363816,0.0030554307,0.03672799,0.00026831572,0.00047703067,0.0008033847,0.5197966,0.00028067935,0.012984851,0.076573946,0.33850342,0.00816448],"study_design_scores_gemma":[0.003823368,0.0014131516,0.12723838,0.0008534518,0.00008182777,0.00007755896,0.04314316,0.0007891558,0.0028388272,0.00043854493,0.81818885,0.0011137134],"about_ca_topic_score_codex":0.0066365525,"about_ca_topic_score_gemma":0.012464213,"teacher_disagreement_score":0.47968543,"about_ca_system_score_codex":0.00074113364,"about_ca_system_score_gemma":0.000110664594,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W1594610125","doi":"10.18438/b8g338","title":"Citation Analysis Shows Promise as an Effective Tool for Monograph Collection Development","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; Collection development; Subject (documents); Library science; Publishing; Citation analysis; Sociology; Computer science; Political science","score_opus":0.0200606157472207,"score_gpt":0.2610440247743862,"score_spread":0.2409834090271655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594610125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451052,0.00013869445,0.011743897,0.021435827,0.0006035971,0.002239115,0.000036134614,0.00044202554,0.018255534],"genre_scores_gemma":[0.973928,0.000052756193,0.01643511,0.007819146,0.00011141841,0.00052827655,0.0005610455,0.000008270196,0.0005560161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989905,0.00022809701,0.00034228613,0.00013447889,0.0001904798,0.00011416609],"domain_scores_gemma":[0.99758404,0.0014756956,0.0003438665,0.00025477467,0.00026793152,0.00007366144],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012776138,0.00011016817,0.00011558798,0.00054002024,0.00089257373,0.003417507,0.00018302574,0.00006980778,0.00030211345],"category_scores_gemma":[0.0022098913,0.000101834805,0.00005300235,0.00035303275,0.00005544929,0.31539315,0.000030342506,0.00026831494,0.000015032342],"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":[0.0016697511,0.00023121199,0.0024757884,0.00014935993,0.00031633637,3.439305e-7,0.036724653,0.00012959249,0.00031114416,0.85218596,0.0028584246,0.10294745],"study_design_scores_gemma":[0.00055835815,0.0003471475,0.020447962,0.000049681803,0.0002766409,0.0000024511423,0.0033564535,0.014872268,0.0018918193,0.0008532396,0.9570593,0.00028463855],"about_ca_topic_score_codex":0.00002759261,"about_ca_topic_score_gemma":0.0000101730975,"teacher_disagreement_score":0.9542009,"about_ca_system_score_codex":0.000011101425,"about_ca_system_score_gemma":0.00015457466,"threshold_uncertainty_score":0.99761707},"labels":[],"label_agreement":null},{"id":"W1603828565","doi":"10.11575/prism/29762","title":"Open Access at the University of Calgary: Access and Initiatives","year":2009,"lang":"en","type":"article","venue":"Open MIND","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"DSPACE; Access to information; World Wide Web; Session (web analytics); Scholarly communication; Library science; Political science; Information access; Public relations; Computer science; Publishing","score_opus":0.18163503722770244,"score_gpt":0.3634172509209975,"score_spread":0.18178221369329509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603828565","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3368041,0.000088511966,0.00000500528,0.0025685944,0.000023356668,0.00018229113,0.000015831421,8.9695334e-7,0.6603114],"genre_scores_gemma":[0.9854016,0.000062931984,0.000081890415,0.00016695286,0.000016083723,5.0858e-7,0.000024936098,0.0000022104502,0.014242916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957186,0.00011236259,0.00007382455,0.000111468864,0.00006465391,0.0000658275],"domain_scores_gemma":[0.9994544,0.000072756055,0.00009200817,0.00028611778,0.000067862835,0.000026891765],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003748301,0.00004845179,0.000093476265,0.000023117862,0.0006500706,0.0056374692,0.003538491,0.000018613246,0.004768526],"category_scores_gemma":[0.000034478493,0.00003549044,0.000013199151,0.00003447661,0.0001573437,0.008244707,0.0030035777,0.00009631631,0.000020717272],"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":[0.0003639228,0.00031590805,0.00986548,0.000010127721,0.0001091724,0.000008807418,0.1818813,0.0000055652245,0.00012536807,0.10057681,0.044273067,0.6624645],"study_design_scores_gemma":[0.00047833624,0.000055559263,0.06948688,0.00003628102,0.000023673441,0.0000010204096,0.0033917085,0.000046563335,0.00025595084,0.0025436683,0.92356867,0.00011168306],"about_ca_topic_score_codex":0.0018766117,"about_ca_topic_score_gemma":0.0067471038,"teacher_disagreement_score":0.8792956,"about_ca_system_score_codex":0.000016106516,"about_ca_system_score_gemma":0.000043923308,"threshold_uncertainty_score":0.99614125},"labels":[],"label_agreement":null},{"id":"W162185356","doi":"10.1023/a:1021881026651","title":"Editorial: The Numbers Game: The Impact Factor and All That Jazz","year":2003,"lang":"en","type":"editorial","venue":"Archives of Sexual Behavior","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Jazz; Public health; Sexual behavior; Factor (programming language); Social psychology; Medicine; Art; Computer science","score_opus":0.05616950805174574,"score_gpt":0.31399643949634876,"score_spread":0.257826931444603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W162185356","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017891895,0.0009818984,0.0000011533557,0.00024957783,0.9732329,0.00044780227,0.0012731544,0.000051717998,0.0058698975],"genre_scores_gemma":[0.052744273,0.00030310338,0.000015323414,0.000026290727,0.94007903,0.000086813525,0.0005351372,0.000061426406,0.0061485753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978464,0.00045324457,0.00034174632,0.00030883748,0.00073000527,0.0003197706],"domain_scores_gemma":[0.9957375,0.0026448055,0.0003962825,0.0010025909,0.00012601864,0.00009280727],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00047476968,0.00034779718,0.00036213573,0.00008807751,0.0005003224,0.001447728,0.0013547437,0.00024460876,0.00016320021],"category_scores_gemma":[0.0003867527,0.0001822274,0.00013339854,0.00002677255,0.0009931594,0.00057853264,0.00026087256,0.001774755,0.000008477404],"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":[0.00003146965,0.000085656524,0.00019501055,0.000017814249,0.0001026503,5.4298584e-7,0.030592352,2.652648e-7,0.000055005356,0.00044676487,0.96450496,0.0039674873],"study_design_scores_gemma":[0.00026682465,0.00020233078,0.0008705844,0.000031192827,0.00024337186,9.729179e-7,0.0026836735,0.0000014143411,0.0000071856807,0.00032490477,0.9951364,0.000231147],"about_ca_topic_score_codex":0.0045948476,"about_ca_topic_score_gemma":0.0008692457,"teacher_disagreement_score":0.034852378,"about_ca_system_score_codex":0.000028845108,"about_ca_system_score_gemma":0.00019294536,"threshold_uncertainty_score":0.99958885},"labels":[],"label_agreement":null},{"id":"W162776387","doi":"","title":"The Scholar's Survival Manual: A Road Map for Students, Faculty, and Administrators by Martin H. Krieger (review)","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Road map; Sociology; Management; Operations management; Library science; Geography; Computer science; Cartography; Engineering; Economics","score_opus":0.04619019630191641,"score_gpt":0.323451234504132,"score_spread":0.2772610382022156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W162776387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6106701,0.13403368,0.0005070289,0.2265601,0.006371739,0.001406852,0.00032977565,0.00019927065,0.019921439],"genre_scores_gemma":[0.9688711,0.0060518705,0.0014831092,0.00705819,0.0033737668,0.0000764469,0.00018312313,0.00012843274,0.01277393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587375,0.00078651146,0.0011685173,0.0002644667,0.0014599634,0.0004468046],"domain_scores_gemma":[0.9945722,0.0006885628,0.0012388272,0.0005439981,0.00261283,0.00034356958],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.023694323,0.00026430198,0.00045900242,0.00016927117,0.0020724232,0.11500426,0.0026494728,0.00015347484,0.000050177267],"category_scores_gemma":[0.013050792,0.00017910817,0.0002321731,0.00010925934,0.00018473092,0.06932949,0.00035629116,0.0027533742,0.000007880643],"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":[0.000097058815,0.00018059449,0.0076382216,0.00019095847,0.00024120531,0.0000023639307,0.0031002893,4.0844384e-7,0.00009410745,0.039274834,0.8974405,0.051739484],"study_design_scores_gemma":[0.0009478564,0.0002462849,0.0034626122,0.00046853413,0.00010366654,0.000016159833,0.0028163912,0.000016379665,0.000013689518,0.0025436354,0.9891379,0.0002269268],"about_ca_topic_score_codex":0.00008803772,"about_ca_topic_score_gemma":0.00015200733,"teacher_disagreement_score":0.35820103,"about_ca_system_score_codex":0.000095659154,"about_ca_system_score_gemma":0.00014078523,"threshold_uncertainty_score":0.9995473},"labels":[],"label_agreement":null},{"id":"W1675680247","doi":"10.22230/cjc.2004v29n3a1467","title":"Canadian Scholarly Journals at a Technological Crossroads","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Publishing; Dynamics (music); Library science; Political science; Media studies; Sociology; Public relations; Computer science; Law; Pedagogy","score_opus":0.0536103694737668,"score_gpt":0.2511487041587129,"score_spread":0.19753833468494608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1675680247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.805384,0.016161947,0.00006091339,0.07283238,0.0004614565,0.00017490046,0.000053172684,0.00004459104,0.10482666],"genre_scores_gemma":[0.9968894,0.00028720478,0.0006705757,0.0008697753,0.00013399088,0.0000041004405,0.000022796477,0.000019000383,0.0011031417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843067,0.00023493769,0.00059020444,0.00009608655,0.00025756378,0.00039056706],"domain_scores_gemma":[0.9964527,0.00007899844,0.00043980876,0.00090092735,0.0012018644,0.00092572015],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00211712,0.00013999279,0.00021920637,0.00096130226,0.0022007206,0.003894235,0.0021371024,0.00017009147,0.0009808788],"category_scores_gemma":[0.0010685849,0.00012843501,0.00013094721,0.00017634123,0.00049185526,0.0038169064,0.00006241736,0.0013285397,0.00010870188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036389447,0.00009921893,0.018452253,0.000011641166,0.0001979041,0.00012172434,0.045227792,0.0004877976,0.0003572762,0.881473,0.02773543,0.02579957],"study_design_scores_gemma":[0.00060618244,0.00008699163,0.010312374,0.000214564,0.000031879496,0.0002729789,0.0022895106,0.000007172128,0.00008060078,0.041022602,0.9448441,0.00023100892],"about_ca_topic_score_codex":0.39560547,"about_ca_topic_score_gemma":0.97130513,"teacher_disagreement_score":0.9171087,"about_ca_system_score_codex":0.001765818,"about_ca_system_score_gemma":0.0032607124,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W172770173","doi":"","title":"Open Access Publishing: More Readers, More Impact","year":2010,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Computer science; Business; Internet privacy; World Wide Web; Political science","score_opus":0.15753919568576563,"score_gpt":0.39235874459327186,"score_spread":0.23481954890750623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W172770173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24362217,0.000038391605,0.0000120891345,0.041448005,0.00065992953,0.00022485646,0.000040909224,0.00023259167,0.71372104],"genre_scores_gemma":[0.9653221,0.0000057175835,0.00033821454,0.0023144418,0.0005560109,0.000025168543,0.00023232575,0.000023817964,0.031182215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989569,0.000055145654,0.00021955275,0.00023994352,0.0002577477,0.00027066562],"domain_scores_gemma":[0.9982437,0.000099146695,0.00011800942,0.0010583746,0.00031937248,0.0001614276],"candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008857396,0.00014779167,0.00016310417,0.0001448441,0.0006421881,0.09141323,0.006277625,0.00009996107,0.0093859425],"category_scores_gemma":[0.00063132663,0.00010599434,0.00008101835,0.00008858581,0.00019691014,0.043914095,0.0017559229,0.00096182385,0.0000660501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001498966,0.0000975071,0.004753203,0.0000052102746,0.000038294296,0.0000017309911,0.025312562,0.0000016148257,0.00010350626,0.26383436,0.6992558,0.006581189],"study_design_scores_gemma":[0.00039912038,0.000028257711,0.019147899,0.000013535813,0.000014812481,0.000005745191,0.008474646,0.00023677273,0.00006926849,0.007300257,0.9640156,0.00029410672],"about_ca_topic_score_codex":0.018739708,"about_ca_topic_score_gemma":0.009017719,"teacher_disagreement_score":0.7216999,"about_ca_system_score_codex":0.0000309021,"about_ca_system_score_gemma":0.00014797198,"threshold_uncertainty_score":0.9990989},"labels":[],"label_agreement":null},{"id":"W1774805710","doi":"","title":"Growth and visibility of LIS journals: an analytical study","year":2014,"lang":"en","type":"article","venue":"Annals of Library and Information Studies (ALIS)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visibility; Library science; Quarter (Canadian coin); Publication; Computer science; Geography; Political science; Data science; Social science; Sociology","score_opus":0.16800970401313833,"score_gpt":0.35282755298238644,"score_spread":0.1848178489692481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1774805710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9329264,0.00086586375,0.0000036525896,0.00271598,0.000066642126,0.0001053849,0.000031435706,0.000028799257,0.06325585],"genre_scores_gemma":[0.993827,0.005244929,0.00003683823,0.0007394551,0.00008372484,0.0000035110265,0.000022024522,0.00000332768,0.00003919648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988614,0.00021019301,0.0005846151,0.00007569997,0.00017495362,0.000093166454],"domain_scores_gemma":[0.99887705,0.00022087035,0.00029845163,0.00022548568,0.00031414678,0.00006399508],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009145676,0.000091564914,0.00027114621,0.00017619068,0.0002616666,0.0004066698,0.00016695134,0.000029063347,0.00004547338],"category_scores_gemma":[0.00050103257,0.00006940454,0.000036366127,0.00007416966,0.00025177523,0.06814003,0.00016757607,0.00012451947,8.478384e-7],"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":[0.00008678834,0.00018553044,0.029755356,0.00015482142,0.00016624556,7.6417585e-8,0.09698594,0.0000012607362,0.000002671723,0.86580557,0.0021848378,0.004670915],"study_design_scores_gemma":[0.0021966617,0.0041940412,0.42194203,0.00033016398,0.00018056062,0.0000040442424,0.252356,0.001660264,0.0006883301,0.027423738,0.28833583,0.0006883537],"about_ca_topic_score_codex":0.000027729093,"about_ca_topic_score_gemma":0.0000041562566,"teacher_disagreement_score":0.8383818,"about_ca_system_score_codex":8.0832916e-7,"about_ca_system_score_gemma":0.000010992335,"threshold_uncertainty_score":0.9448934},"labels":[],"label_agreement":null},{"id":"W180306368","doi":"","title":"Write edited by The Guardian (review)","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Guardian; History; Political science; Law","score_opus":0.03203867399692239,"score_gpt":0.23695367563211558,"score_spread":0.2049150016351932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W180306368","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032099787,0.1034086,0.0006702057,0.46206248,0.0059908577,0.0003500965,0.000051410087,0.0001517065,0.39521486],"genre_scores_gemma":[0.9382128,0.004980942,0.0006133599,0.038946517,0.008796837,0.000011598236,0.000071998154,0.00006695577,0.008298954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967327,0.00079496653,0.0008779061,0.00014872263,0.0011480523,0.00029764607],"domain_scores_gemma":[0.994773,0.00056017796,0.0010273069,0.0006665587,0.0027646427,0.00020833658],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0138446875,0.00017179061,0.00033693458,0.00023996315,0.0008957077,0.07452707,0.0027352439,0.00011170614,0.00035216176],"category_scores_gemma":[0.012185506,0.00010833655,0.0002486765,0.00019461858,0.00014232274,0.11866879,0.0001902747,0.0032992838,0.00003299821],"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":[0.0000069751927,0.000043032403,0.0003133322,0.000032905213,0.000054664542,0.0000011729297,0.0024116994,0.0000011872766,0.000096651725,0.028072363,0.9380412,0.030924797],"study_design_scores_gemma":[0.0003467889,0.00008053046,0.00058733975,0.0005076081,0.00006693358,0.00003895764,0.00098996,0.000031170388,0.000011305113,0.002549486,0.9946492,0.00014074398],"about_ca_topic_score_codex":0.00018561813,"about_ca_topic_score_gemma":0.000068116,"teacher_disagreement_score":0.906113,"about_ca_system_score_codex":0.000090007255,"about_ca_system_score_gemma":0.000104072344,"threshold_uncertainty_score":0.99900013},"labels":[],"label_agreement":null},{"id":"W1842279692","doi":"10.5508/jhs.2008.v8.r35","title":"Review of N. Wyatt, Word of Tree and Whisper of Stone","year":2010,"lang":"en","type":"article","venue":"Journal of Hebrew Scriptures","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Word (group theory); Tree (set theory); Art; Philosophy; Linguistics; Mathematics; Combinatorics","score_opus":0.026058810307777416,"score_gpt":0.2577530845845158,"score_spread":0.2316942742767384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1842279692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.503765,0.48116025,0.000004639017,0.002007069,0.000816047,0.00007691862,0.000019462166,0.000004737626,0.012145888],"genre_scores_gemma":[0.9828533,0.01087946,0.0010229275,0.0044938764,0.00029508318,7.696292e-7,0.0000032718817,0.000011493912,0.0004398437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989139,0.00009160005,0.00062422873,0.000050615046,0.00024649582,0.00007320548],"domain_scores_gemma":[0.998113,0.0000812964,0.00083334313,0.0002685703,0.00065594015,0.000047867463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010502307,0.00007579544,0.00037723337,0.00013591432,0.000051768304,0.000065077154,0.00035931502,0.000041749412,0.0003742548],"category_scores_gemma":[0.00042020352,0.000052292315,0.00011991448,0.00004036804,0.00022577913,0.00071141834,0.000048007747,0.0004320592,5.264383e-7],"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":[0.0000786925,0.00026111264,0.0013224258,0.0022402932,0.00014343725,0.0000019612903,0.009396564,3.80006e-7,0.027755303,0.028011302,0.9061692,0.024619324],"study_design_scores_gemma":[0.00039093246,0.00017277928,0.010545375,0.0030045155,0.00011097777,0.00003238289,0.0008373862,0.0000022983663,0.0012485522,0.0020327773,0.98153996,0.00008204745],"about_ca_topic_score_codex":0.000114833994,"about_ca_topic_score_gemma":0.00039140612,"teacher_disagreement_score":0.47908828,"about_ca_system_score_codex":0.0000050385097,"about_ca_system_score_gemma":0.0000566665,"threshold_uncertainty_score":0.40978277},"labels":[],"label_agreement":null},{"id":"W1842571823","doi":"","title":"Focus on Feminist Publishers and Bookstores, Part II","year":2002,"lang":"en","type":"article","venue":"Thirdspace","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Sociology; Media studies","score_opus":0.057887485502678866,"score_gpt":0.2184121705164264,"score_spread":0.16052468501374753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1842571823","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06423054,0.0010145975,7.2155177e-7,0.020135319,0.00036756165,0.00007918007,0.000010842395,0.00018677885,0.91397446],"genre_scores_gemma":[0.8824923,0.000046632103,0.000031651172,0.0009328879,0.00032354041,0.0000111337,0.00000651825,0.000014842907,0.116140485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992734,0.000068122914,0.00011880237,0.00016970404,0.00018568849,0.00018424416],"domain_scores_gemma":[0.99927896,0.00008009935,0.00006461417,0.00043762653,0.000051068953,0.00008760064],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030102982,0.00010991492,0.00011038563,0.00007191664,0.0008330731,0.0020838438,0.00027678977,0.0000497023,0.001090014],"category_scores_gemma":[0.00013867115,0.000095489784,0.00003236609,0.000027881537,0.00017248165,0.0011404403,0.000100346835,0.0003124865,0.00011937755],"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":[0.0000062503677,0.00005542846,0.000097073185,0.000003647279,0.000011204519,0.0000013743233,0.027035745,3.0679703e-7,0.000004066195,0.33953848,0.62795204,0.0052944124],"study_design_scores_gemma":[0.00019606599,0.00011975235,0.00009942945,0.000022841457,0.000008381325,0.0000021666806,0.0018546666,0.000062790095,0.0000152518305,0.0023744588,0.99511397,0.0001302064],"about_ca_topic_score_codex":0.00028886372,"about_ca_topic_score_gemma":0.00048511015,"teacher_disagreement_score":0.8182618,"about_ca_system_score_codex":0.00003025049,"about_ca_system_score_gemma":0.000008269793,"threshold_uncertainty_score":0.99982315},"labels":[],"label_agreement":null},{"id":"W1842747184","doi":"10.22230/src.2017v8n2a277","title":"Where’s Walden?: Searching, Googling, Reading, and Living in the Digital Age","year":2017,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Search engine indexing; Reading (process); Meaning (existential); Computer science; Fluency; Information retrieval; Information seeking; The Internet; Value (mathematics); World Wide Web; Data science; Psychology; Linguistics; Mathematics education","score_opus":0.1305994433695824,"score_gpt":0.3638012499374115,"score_spread":0.23320180656782907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1842747184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73350817,0.006550183,0.000004195825,0.017543295,0.000062256666,0.00037731364,0.000010664589,0.00004974957,0.24189414],"genre_scores_gemma":[0.99090123,0.00441057,0.000096490985,0.00008230693,0.00011181128,0.000045619607,0.000020878155,0.000015698311,0.0043154014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707586,0.0014499475,0.00024848155,0.0002478744,0.00062114623,0.00035666907],"domain_scores_gemma":[0.995934,0.0012943458,0.00012544995,0.0022034617,0.00034800038,0.000094758965],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011936371,0.00012072265,0.00013964238,0.00025248973,0.00692973,0.05207892,0.002587199,0.00009096814,0.000037382084],"category_scores_gemma":[0.0057052374,0.00008896822,0.00003205675,0.00006167483,0.001328969,0.009885433,0.0014868036,0.0025588453,0.000020146177],"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":[0.000034490393,0.00024508947,0.06857593,0.00009423099,0.000036605466,0.0000124469425,0.2462939,4.5127751e-7,0.00013183145,0.5959499,0.0055737756,0.08305135],"study_design_scores_gemma":[0.0005385214,0.00016643493,0.33006898,0.0010233218,0.000010852549,0.00001727528,0.031105157,0.00042225322,0.0000067593814,0.042598516,0.5937127,0.0003292691],"about_ca_topic_score_codex":0.003095351,"about_ca_topic_score_gemma":0.010469398,"teacher_disagreement_score":0.5881389,"about_ca_system_score_codex":0.000047163583,"about_ca_system_score_gemma":0.000053538497,"threshold_uncertainty_score":0.99974227},"labels":[],"label_agreement":null},{"id":"W1896189921","doi":"10.21083/partnership.v6i1.1424","title":"Open Access Funds: A Canadian Library Survey","year":2011,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Publishing; Open access publishing; Context (archaeology); Scholarly communication; Business; Library science; Diversity (politics); Political science; Public relations; Computer science; Geography","score_opus":0.4254571234026784,"score_gpt":0.3982267549193773,"score_spread":0.02723036848330107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896189921","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021035928,0.001084968,7.2087704e-7,0.07049226,0.00015711978,0.00020310572,0.000047848764,0.0000071774684,0.90697086],"genre_scores_gemma":[0.98832405,0.000838109,0.0000621077,0.0070602866,0.00014981258,0.0000058638025,0.000055142697,0.000008819223,0.0034957977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978393,0.0012315208,0.0003424055,0.00006244839,0.00022057013,0.00030377327],"domain_scores_gemma":[0.9976228,0.0008297336,0.0002280331,0.00023323977,0.00028205017,0.0008041341],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004847223,0.00007781579,0.00010939839,0.00072907284,0.0020034225,0.024947485,0.0018483703,0.00006405087,0.001531942],"category_scores_gemma":[0.0012001155,0.000052122614,0.000020642947,0.00025841987,0.00040520506,0.19971813,0.00030336253,0.0009215507,0.000023803781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017741774,0.000012202472,0.01509088,0.000021661603,0.00005749705,0.000013957094,0.07140464,5.271809e-7,5.839759e-8,0.72763807,0.18005016,0.0055329157],"study_design_scores_gemma":[0.00016469794,0.00009262035,0.027388223,0.000036043355,0.000008758131,0.00004890799,0.012782678,0.00001838582,0.000005784625,0.0045670997,0.9548097,0.00007707535],"about_ca_topic_score_codex":0.29129478,"about_ca_topic_score_gemma":0.32143727,"teacher_disagreement_score":0.96728814,"about_ca_system_score_codex":0.000018815961,"about_ca_system_score_gemma":0.003790522,"threshold_uncertainty_score":0.99938077},"labels":[],"label_agreement":null},{"id":"W1901105716","doi":"10.1017/cbo9780511778001.002","title":"How to Use This Book","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"History; Computer science","score_opus":0.07444063034784845,"score_gpt":0.18880567022898287,"score_spread":0.11436503988113442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1901105716","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003204395,0.00021063224,0.000050726474,0.00018932756,0.00039095728,0.00031005358,0.00038611994,0.00023980187,0.99819034],"genre_scores_gemma":[0.0010186273,0.00010597757,0.000059537237,0.0005079081,0.0002540494,0.0000010958206,0.00009724501,0.000053550844,0.99790204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989476,0.000055092416,0.0001348823,0.00038212445,0.00023683395,0.00024346565],"domain_scores_gemma":[0.9980903,0.00007376204,0.00018505401,0.0010654707,0.00037645476,0.00020892691],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000119898556,0.00031591608,0.0003033233,0.00026450524,0.0005409912,0.0016528715,0.001064613,0.00023801706,0.00011180426],"category_scores_gemma":[0.000033905977,0.00035310403,0.00019479232,0.0000025923885,0.00024637027,0.0013940373,0.0005687207,0.00069073646,0.000092527254],"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":[0.000024119268,0.000004732058,3.3360263e-7,0.000011356783,0.0000557788,0.00002150224,0.0013638814,2.0764531e-8,0.000002328284,0.62410426,0.37386864,0.0005430635],"study_design_scores_gemma":[0.0001632542,0.00005092087,0.0000042859456,0.00011303676,0.00012313476,0.0000022148422,0.000088826026,0.0000015199279,0.000019804382,0.00003118663,0.99898547,0.00041637142],"about_ca_topic_score_codex":0.0012130936,"about_ca_topic_score_gemma":0.00007129554,"teacher_disagreement_score":0.6251168,"about_ca_system_score_codex":0.00015300086,"about_ca_system_score_gemma":0.00006980694,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W1923626479","doi":"10.18438/b8r88c","title":"The Scholarly Communications Needs of Faculty: An Evidence-Based Foundation for the Development of Library Services","year":2014,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Scholarly communication; Publishing; Demographics; Descriptive statistics; Public relations; Exploratory research; Foundation (evidence); Library science; Psychology; Medical education; Sociology; Political science; Computer science; Social science; Medicine","score_opus":0.07906754229580093,"score_gpt":0.2965405936365584,"score_spread":0.21747305134075745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1923626479","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09664584,0.011399447,0.04564052,0.810712,0.0008925057,0.0037123722,0.00017285481,0.00063032383,0.03019413],"genre_scores_gemma":[0.9681144,0.0010932118,0.017523384,0.012298272,0.00008348128,0.00014973094,0.0005104959,0.000012493135,0.00021453189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818283,0.00061571196,0.00070754386,0.00007335183,0.00030072828,0.000119823235],"domain_scores_gemma":[0.9872464,0.0103872325,0.0009680787,0.0009629265,0.00038086696,0.000054484753],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0027193734,0.000116068986,0.00012073984,0.00016500929,0.0017559715,0.0048623867,0.0014118121,0.00005369878,0.00006135035],"category_scores_gemma":[0.0021544243,0.00007416769,0.000046821213,0.00021322105,0.00025765682,0.4037122,0.00019757338,0.0002664664,0.0000071449613],"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":[0.00041106791,0.000070235576,0.00065631396,0.00026454314,0.000037340193,5.6475673e-9,0.017278114,0.00009202386,0.000053443968,0.8841356,0.00066450116,0.09633682],"study_design_scores_gemma":[0.00024974655,0.00015989356,0.0032591475,0.00055047317,0.000051854768,3.3964596e-7,0.014116158,0.02446263,0.0009798501,0.0005427946,0.95551604,0.000111051835],"about_ca_topic_score_codex":0.000027518332,"about_ca_topic_score_gemma":0.000004540382,"teacher_disagreement_score":0.95485157,"about_ca_system_score_codex":0.000007701496,"about_ca_system_score_gemma":0.00040742414,"threshold_uncertainty_score":0.9995436},"labels":[],"label_agreement":null},{"id":"W1928274349","doi":"10.21083/partnership.v5i1.1179","title":"Five Principles Towards a National Reading Strategy","year":2010,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Conviction; Reading (process); Subject (documents); Literacy; Political science; Sociology; Environmental ethics; Public relations; Media studies; Law; Computer science; Library science; Philosophy","score_opus":0.14405649387024214,"score_gpt":0.349129872364731,"score_spread":0.20507337849448884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928274349","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09756604,0.00036614557,0.0000015528548,0.10130831,0.00017133912,0.000098579054,0.0000130319295,0.00000740041,0.8004676],"genre_scores_gemma":[0.99529606,0.00022919198,0.00010304775,0.0014541592,0.0003547811,0.0000029085943,0.000013495844,0.0000035007472,0.0025428594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988824,0.0003105151,0.00025907456,0.00003811584,0.00034843435,0.00016143986],"domain_scores_gemma":[0.9982081,0.0007106503,0.00018653966,0.00009859167,0.00054567464,0.00025043092],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004025942,0.000051204745,0.00006331209,0.00036597496,0.0013950351,0.005304088,0.00029690439,0.00005206128,0.00022719656],"category_scores_gemma":[0.0021845768,0.000033026758,0.000019521263,0.00009773066,0.00039585633,0.043047383,0.00004086565,0.001207005,0.000009281028],"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":[0.000029040111,0.0000044948965,0.00014431105,0.000010593505,0.000017570452,0.0000018206279,0.026081245,0.000005280303,0.0000025978154,0.9601032,0.009030527,0.0045693098],"study_design_scores_gemma":[0.00012288307,0.00006916184,0.0015445703,0.000019211417,0.0000059084405,0.00009629274,0.018361503,0.00022187272,0.00001642021,0.00709613,0.97239953,0.000046489353],"about_ca_topic_score_codex":0.0009671491,"about_ca_topic_score_gemma":0.0016981394,"teacher_disagreement_score":0.963369,"about_ca_system_score_codex":0.0000115693565,"about_ca_system_score_gemma":0.001566497,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W1940860423","doi":"10.3968/j.ccc.1923670020110704.284","title":"Readership Pattern of Indigenous Language Newspapers Among Selected Nigerian","year":2011,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Audience measurement; Newspaper; Indigenous; Nonprobability sampling; Documentation; Neglect; Geography; Political science; Psychology; Media studies; Sociology; Advertising; Computer science; Population; Business; Biology","score_opus":0.057904084431024544,"score_gpt":0.28066594634966363,"score_spread":0.2227618619186391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1940860423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94060826,0.00054415705,0.0000052368528,0.00014741418,0.000083934676,0.00018220287,0.000021258238,0.0001885361,0.05821902],"genre_scores_gemma":[0.9970503,0.00006205697,0.00018608801,0.00010534663,0.00006239783,0.000027823298,0.00051035907,0.000020491938,0.0019751654],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987808,0.00027212864,0.0003862752,0.00015669112,0.00017875891,0.00022535783],"domain_scores_gemma":[0.9976566,0.00007194195,0.00032978988,0.0011468013,0.00072992727,0.00006494336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043055543,0.00015398975,0.00018217294,0.00008221523,0.00075944065,0.0008529804,0.0012359112,0.000103635546,0.0004599118],"category_scores_gemma":[0.00019561661,0.0001294345,0.00007778614,0.00012215436,0.0007339004,0.0025103034,0.00015531282,0.00042240386,0.000036973863],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000349484,0.00016017449,0.051351078,0.00003643234,0.00006572876,7.369258e-7,0.9262919,0.000001210064,0.0022955837,0.0043361587,0.00071113475,0.014714948],"study_design_scores_gemma":[0.0013085272,0.0002910784,0.785688,0.0002650231,0.00009704352,0.000009417519,0.16921496,0.00009351907,0.00885426,0.0011226101,0.032076597,0.0009790038],"about_ca_topic_score_codex":0.010676169,"about_ca_topic_score_gemma":0.009172967,"teacher_disagreement_score":0.7570769,"about_ca_system_score_codex":0.000060362367,"about_ca_system_score_gemma":0.00003432664,"threshold_uncertainty_score":0.99591184},"labels":[],"label_agreement":null},{"id":"W1946498102","doi":"10.5334/csci.68","title":"Knowledge Unlatched: A Global Library Consortium Model for Funding Open Access Scholarly Books","year":2014,"lang":"en","type":"article","venue":"Cultural Science Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Colorado Denver; University of Illinois at Urbana-Champaign; Universidade do Minho; Connaught Fund; Tartu Ülikool; Uppsala Universitet; University of Toronto; Vrije Universiteit Amsterdam; Universiteit Utrecht; University of South Australia; University of North Carolina at Chapel Hill; University of Wollongong; Rijksuniversiteit Groningen; Queensland University of Technology; University of the West of Scotland; Victoria University of Wellington; University of Colorado Boulder; University of Westminster; University of Birmingham; University of East London; University of Glasgow; University of California, Irvine; University of Leeds; Washington State University; University of Leicester; Webster University; University of Bristol; University of Nottingham; University of South Alabama; University of Bedfordshire; University of St Andrews; Williams College; University of Montevallo; University of Southern Queensland; University of Melbourne; Ulster University; York St John University; Washington University in St. Louis; University of Winchester; Wellesley College; University of the Arts London; University of the Sunshine Coast; University of Wolverhampton; Brandeis University; University of Northampton; University of Oregon; University of Huddersfield; Victoria University; University of the West of England; University of Hull; Worcester Polytechnic Institute; Virginia Commonwealth University; University of Portsmouth; University of California, Los Angeles; University of Washington; University of California, San Diego; Universitetet i Oslo; Johns Hopkins University; University of Bath; University of Oxford; University of Warwick; University of Dundee; University of Oklahoma; University of Ottawa; University of Sussex; University of California Merced; Universität St. Gallen; University of New England; University of Texas at Arlington; University of Miami; University of Pennsylvania; University of Notre Dame; University of Salford Manchester; University of Roehampton; University of Reading; University of Canterbury; University of Southampton; Purdue University; University of East Anglia","keywords":"Library science; Scholarly communication; Work (physics); Open access journal; Political science; Commons; World Wide Web; Computer science; Public relations; Business; Knowledge management; Publishing; Engineering; MEDLINE","score_opus":0.2779535238956776,"score_gpt":0.40717595228855946,"score_spread":0.12922242839288184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946498102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4588112,0.00052421686,0.002645804,0.007376651,0.0017900546,0.000442083,0.000039846524,0.00015001066,0.5282201],"genre_scores_gemma":[0.9843268,0.000020110028,0.0021396114,0.0007034835,0.0006900161,0.0000147572355,0.000007954432,0.000008594695,0.012088681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985695,0.00008401216,0.00032189515,0.0002568111,0.00032105285,0.0004467528],"domain_scores_gemma":[0.998452,0.00005596716,0.0002458393,0.00028767457,0.000637271,0.00032123533],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0022647257,0.00013860657,0.00017303978,0.000093915274,0.003965511,0.10394796,0.005614622,0.000045430897,0.00015132902],"category_scores_gemma":[0.0005853785,0.00009479454,0.000091362424,0.00018721205,0.00055405544,0.08020731,0.001302621,0.000472191,0.000021201737],"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":[0.000052860207,0.000102904196,0.00333669,0.000014874812,0.000021656584,6.3749854e-7,0.02322168,0.00014550431,0.0007409517,0.8633542,0.083354264,0.025653772],"study_design_scores_gemma":[0.0014935171,0.00017831444,0.0043935874,0.00021779406,0.000048965227,0.00008485025,0.006453366,0.14835821,0.00018631537,0.14473836,0.6931579,0.00068883307],"about_ca_topic_score_codex":0.000047793455,"about_ca_topic_score_gemma":0.00013876859,"teacher_disagreement_score":0.71861583,"about_ca_system_score_codex":0.00016289651,"about_ca_system_score_gemma":0.00051998824,"threshold_uncertainty_score":0.99976546},"labels":[],"label_agreement":null},{"id":"W1960819473","doi":"10.21083/partnership.v2i2.399","title":"The Ins and Outs of the Peer Review Process","year":2007,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Publishing and Scholarly Communication","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":"Acadia University","funders":"","keywords":"Process (computing); Computer science; Process management; Business; Programming language","score_opus":0.11795286045139569,"score_gpt":0.36797164433729684,"score_spread":0.25001878388590115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960819473","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041429322,0.024740335,0.0000014416149,0.6037092,0.00013687924,0.0002546747,0.000007097061,0.0000033934577,0.32971764],"genre_scores_gemma":[0.98630506,0.006557922,0.000008036449,0.0037801738,0.000107147476,0.0000018018378,0.0000027400752,0.000002829654,0.0032342987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986561,0.00042145475,0.0003125003,0.00002726956,0.0004344784,0.00014822418],"domain_scores_gemma":[0.99747545,0.0012267792,0.00028387213,0.00015454454,0.00070819474,0.0001511863],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009966941,0.00004335893,0.00006838627,0.000109336244,0.0017348306,0.0018937526,0.00036721845,0.0000288999,0.0000338169],"category_scores_gemma":[0.0035371913,0.000018994324,0.00001983167,0.00013034942,0.00057557394,0.017137416,0.000048931797,0.00072296977,0.0000015114226],"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":[0.00009495206,0.0000096014555,0.0017070865,0.00030052298,0.00004934709,0.0000016167534,0.086768776,8.7870967e-7,7.137149e-7,0.80139154,0.086445935,0.023229057],"study_design_scores_gemma":[0.00008359444,0.000044134562,0.0028902993,0.00019881445,0.000013691486,0.00004063966,0.02261297,0.000009203096,0.000011168691,0.0020859195,0.97198164,0.00002789239],"about_ca_topic_score_codex":0.00027937134,"about_ca_topic_score_gemma":0.001243165,"teacher_disagreement_score":0.9448757,"about_ca_system_score_codex":0.0000068539753,"about_ca_system_score_gemma":0.0005181735,"threshold_uncertainty_score":0.99956477},"labels":[],"label_agreement":null},{"id":"W1963502878","doi":"10.1353/scp.2011.0010","title":"Merchants of Culture: The Publishing Business in the Twenty-First Century (review)","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Subject (documents); Polity; Sociology; History; Law; Media studies; Political science; Politics; Library science; Computer science","score_opus":0.088043472680897,"score_gpt":0.25345022561166064,"score_spread":0.16540675293076362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963502878","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19395821,0.26688525,0.00014770454,0.19507676,0.007179025,0.0013006238,0.000085913256,0.0001019872,0.33526453],"genre_scores_gemma":[0.97839427,0.014679784,0.0003960205,0.005137555,0.0010791372,0.000013089282,0.000019879533,0.0000298818,0.0002503742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516577,0.0010795572,0.0014644997,0.00020143096,0.0016855709,0.00040315854],"domain_scores_gemma":[0.9918634,0.00050392025,0.0019293398,0.0009130478,0.0046675815,0.00012268838],"candidate_categories":["metaresearch","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020060392,0.00024017137,0.00046935634,0.00048506242,0.0007655693,0.047108654,0.0061259414,0.00017611383,0.00024852285],"category_scores_gemma":[0.015744286,0.00012594931,0.00025936277,0.00082132436,0.00024387703,0.18513328,0.00039409436,0.0044477964,0.0000052656887],"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":[0.00013257629,0.00089799205,0.013711758,0.0005912409,0.00027129013,0.000049614988,0.3628316,0.0000074589248,0.00009036422,0.1862684,0.4117903,0.023357412],"study_design_scores_gemma":[0.0009136585,0.000115104114,0.04731928,0.0029676168,0.00016210064,0.00012631761,0.037549973,0.000009972974,0.000017773447,0.0062516304,0.90428543,0.0002811254],"about_ca_topic_score_codex":0.0015384646,"about_ca_topic_score_gemma":0.0011212566,"teacher_disagreement_score":0.78443605,"about_ca_system_score_codex":0.0001130903,"about_ca_system_score_gemma":0.00023750034,"threshold_uncertainty_score":0.99925137},"labels":[],"label_agreement":null},{"id":"W1963945464","doi":"10.1353/scp.2011.0007","title":"Expanding the American Mind: Books and the Popularization of Knowledge (review)","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Culture of the United States; American literature; Classics; History; Art history; Law; Media studies; Literature; Art; Political science","score_opus":0.0792987872227658,"score_gpt":0.27224251168236646,"score_spread":0.19294372445960067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963945464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6754287,0.12924257,0.00044276772,0.02851336,0.0013868769,0.0005149819,0.000014120647,0.000034815497,0.16442183],"genre_scores_gemma":[0.99431515,0.003213396,0.00044492926,0.0010449655,0.00042423018,0.0000046056766,0.000003128129,0.0000149102425,0.0005347013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977547,0.00073841953,0.00077272305,0.00010268952,0.0004718552,0.00015963521],"domain_scores_gemma":[0.99577457,0.00042035486,0.0017225811,0.00040587573,0.0015974728,0.00007914694],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009443407,0.00012063915,0.0003577299,0.00022023385,0.0006181863,0.011386696,0.0013836542,0.000040066327,0.000066274755],"category_scores_gemma":[0.00472876,0.000062124884,0.0001538874,0.000168275,0.00056443556,0.039097603,0.0002144695,0.0014562098,0.0000017393206],"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":[0.00037524692,0.0002800965,0.017387107,0.00025273356,0.00047393027,0.0000058175497,0.27871427,0.0000011806655,0.0004120795,0.47882882,0.051527143,0.17174159],"study_design_scores_gemma":[0.0058909585,0.0009052199,0.09690447,0.005690935,0.0014186056,0.00034522926,0.0807496,0.00017333776,0.00055012846,0.0568961,0.7495364,0.000939017],"about_ca_topic_score_codex":0.0005214296,"about_ca_topic_score_gemma":0.00015717965,"teacher_disagreement_score":0.69800925,"about_ca_system_score_codex":0.000038364018,"about_ca_system_score_gemma":0.0000953681,"threshold_uncertainty_score":0.9896396},"labels":[],"label_agreement":null},{"id":"W1964534493","doi":"10.1353/vpr.2006.0030","title":"The House of Blackwood: Author-Publisher Relations in the Victorian Era (review)","year":2006,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Finkelstein's test; History; Value (mathematics); Publishing; Art history; Sociology; Law; Political science","score_opus":0.022800910475996194,"score_gpt":0.2606269302673751,"score_spread":0.2378260197913789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964534493","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069515273,0.73926705,0.000007645169,0.09775227,0.0014223311,0.0012174858,0.000033967583,0.000138211,0.1594659],"genre_scores_gemma":[0.47170356,0.49987364,0.00019190769,0.010005153,0.0033579133,0.0007712741,0.00027958167,0.00012777424,0.013689209],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965331,0.0012010124,0.0011053281,0.00023659282,0.0006159653,0.00030799193],"domain_scores_gemma":[0.997255,0.00060766627,0.00041648047,0.0013329106,0.00032405762,0.000063882006],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004294786,0.00021411246,0.00046977945,0.000073949304,0.00086931913,0.0011729426,0.001475291,0.00008380891,0.0009099802],"category_scores_gemma":[0.0015148624,0.00011677034,0.00024564384,0.00038324506,0.00036879905,0.0009663887,0.00009692648,0.00075247086,0.00017366331],"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":[0.0000028233908,0.00012959237,0.0003508133,0.0008379212,0.000020077574,0.0000015476023,0.005180004,4.139902e-7,0.0000031211928,0.4437908,0.5475004,0.002182512],"study_design_scores_gemma":[0.00013039573,0.00002478964,0.002383493,0.0030772446,0.00007396876,0.0000024865542,0.000122069876,0.0000037514817,3.1722084e-7,0.0020207413,0.99201286,0.00014786667],"about_ca_topic_score_codex":0.0003766491,"about_ca_topic_score_gemma":0.002544976,"teacher_disagreement_score":0.4710084,"about_ca_system_score_codex":0.0000639084,"about_ca_system_score_gemma":0.00017600339,"threshold_uncertainty_score":0.9998639},"labels":[],"label_agreement":null},{"id":"W1964557241","doi":"10.1353/scp.2012.0004","title":"The Importance of Encouraging Librarians to Publish in Peer-Reviewed Publications","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Publishing; Apprehension; Publication; Hostility; Field (mathematics); Resistance (ecology); Advice (programming); Psychology; Public relations; Sociology; Library science; Computer science; Political science; Social psychology; Law","score_opus":0.07632522094347405,"score_gpt":0.28354342424586815,"score_spread":0.2072182033023941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964557241","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38944143,0.017149067,0.00029062844,0.39308915,0.0036535126,0.0004720106,0.000036499692,0.0000881703,0.19577952],"genre_scores_gemma":[0.991193,0.00017990822,0.0017195672,0.0016847597,0.0014056345,0.000018797042,0.000015799904,0.00003164097,0.0037509168],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957199,0.0004901316,0.0016332751,0.00016108893,0.0014450725,0.00055050483],"domain_scores_gemma":[0.9915397,0.0007809614,0.0014828481,0.00084779627,0.004946513,0.00040217224],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.021171002,0.00017975392,0.00038199383,0.00093740603,0.0006953099,0.08145469,0.0032392256,0.00012233651,0.0001947672],"category_scores_gemma":[0.034477152,0.0001287711,0.00019676216,0.0008129061,0.00011994744,0.26400834,0.00037023594,0.0024931317,0.000010064572],"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":[0.000026293315,0.00023681755,0.2224584,0.000024308236,0.00006897732,0.0000010807391,0.03248255,0.000011347262,0.00012445582,0.44065267,0.2909834,0.012929684],"study_design_scores_gemma":[0.0003234594,0.00004465438,0.05495012,0.00017043925,0.000024972225,0.000018980709,0.009213344,0.000012607872,0.000019420657,0.003809091,0.9312568,0.00015613712],"about_ca_topic_score_codex":0.00016973009,"about_ca_topic_score_gemma":0.00064518926,"teacher_disagreement_score":0.6402734,"about_ca_system_score_codex":0.00020260572,"about_ca_system_score_gemma":0.00038369908,"threshold_uncertainty_score":0.99980813},"labels":[],"label_agreement":null},{"id":"W1964745290","doi":"10.1353/vpr.2007.0010","title":"Collaboration and the Periodical Press: Assigning a Group Project to Uncover Victorian Publishing Practices","year":2006,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","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":"Publishing; Graduate students; Sociology; Library science; Composition (language); Media studies; Management; History; Political science; Law; Pedagogy; Art; Computer science; Literature","score_opus":0.04054124639783891,"score_gpt":0.29447378665286594,"score_spread":0.25393254025502704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964745290","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016611822,0.39907706,0.00039305803,0.28277826,0.0056395545,0.008196506,0.0002808677,0.0009949293,0.28602794],"genre_scores_gemma":[0.94424576,0.022551429,0.0017400061,0.013815916,0.010633137,0.0017552215,0.0004966378,0.00012749189,0.0046343924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626607,0.0013536733,0.00078033766,0.00046988868,0.00076471065,0.00036530665],"domain_scores_gemma":[0.99726987,0.0006318775,0.00073929055,0.0007256166,0.00048185664,0.00015146517],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0041495278,0.0002868697,0.0005496054,0.000108968125,0.0018563987,0.03023234,0.00080739416,0.00012763888,0.00027856143],"category_scores_gemma":[0.0066778497,0.00018543963,0.00012022949,0.0003308816,0.00049770455,0.006305272,0.00026611632,0.0006772505,0.000035730936],"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":[0.00012701249,0.00018014385,0.00034183337,0.0010419074,0.00008398264,0.000006177501,0.0474943,0.0000012823162,0.00008312955,0.6976932,0.24856439,0.0043825796],"study_design_scores_gemma":[0.00066786853,0.00006526441,0.00017701674,0.0010327476,0.00011344501,0.0000068570976,0.0006634116,0.000044881202,0.0000018645782,0.00044125228,0.99652445,0.00026093278],"about_ca_topic_score_codex":0.0026986545,"about_ca_topic_score_gemma":0.003954343,"teacher_disagreement_score":0.92763394,"about_ca_system_score_codex":0.00011308624,"about_ca_system_score_gemma":0.0003129645,"threshold_uncertainty_score":0.99944305},"labels":[],"label_agreement":null},{"id":"W1965005163","doi":"10.1080/13555502.2011.611698","title":"Alfred Tennyson: Beyond the Academy or within It?","year":2011,"lang":"en","type":"article","venue":"Journal of Victorian Culture","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Context (archaeology); Art history; Queen (butterfly); History; The arts; Art; Classics; Literature","score_opus":0.10485334934637083,"score_gpt":0.2723535986836005,"score_spread":0.16750024933722965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965005163","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066499464,0.005562197,0.00005649951,0.067085795,0.014885254,0.00045079843,0.000078454694,0.00014005543,0.8452415],"genre_scores_gemma":[0.95467716,0.00017028916,0.00080534513,0.0029934603,0.005579214,0.0000030686144,0.000004892508,0.000019311638,0.035747267],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989046,0.00015255404,0.00041372803,0.00007316954,0.0003187324,0.00013724249],"domain_scores_gemma":[0.9987738,0.000047316935,0.00051713065,0.00021267105,0.00035848535,0.000090594694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090421306,0.000116197334,0.00016887646,0.000053760243,0.00047382727,0.0006899881,0.0009235526,0.0001090167,0.0010309019],"category_scores_gemma":[0.00022422175,0.000051661173,0.00011641819,0.00006259523,0.00011071256,0.0015910985,0.000050319813,0.0010594164,0.00002541981],"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":[0.00013094422,0.00008579496,0.00010500965,0.000008170973,0.00012546754,0.00001113075,0.4749605,7.505396e-7,0.00020017983,0.14011931,0.3838657,0.0003870122],"study_design_scores_gemma":[0.00030505768,0.00015688608,0.00041530456,0.0000559071,0.000054583576,0.0000612468,0.013433753,0.0000035267526,0.00009257466,0.0065520047,0.9787767,0.00009248299],"about_ca_topic_score_codex":0.000030210998,"about_ca_topic_score_gemma":0.00029263363,"teacher_disagreement_score":0.8881777,"about_ca_system_score_codex":0.000036670623,"about_ca_system_score_gemma":0.0000711091,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W1966107713","doi":"10.1353/esc.2009.0044","title":"The Professional Literary Agent in Britain, 1880–1920 (review)","year":2009,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Professionalization; Agency (philosophy); Literary science; Literary criticism; Literature; Sociology; History; Political science; Art; Social science","score_opus":0.04182034163862508,"score_gpt":0.28228282251710823,"score_spread":0.24046248087848315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966107713","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14435771,0.69083005,1.04047224e-7,0.028886756,0.0066544814,0.00058734126,0.000042530257,0.000057829788,0.12858322],"genre_scores_gemma":[0.96736246,0.02247104,0.0000098431865,0.0056556137,0.00038695114,0.000059801063,0.00002105154,0.0000062969766,0.0040269424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988225,0.00020644328,0.00033290286,0.00013503757,0.0002677489,0.00023537465],"domain_scores_gemma":[0.9989812,0.00038769914,0.000070939815,0.00031385518,0.00021353406,0.000032814987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077760837,0.00010448275,0.00018202797,0.00003621241,0.0004370558,0.00012810755,0.00044229874,0.000015488582,0.000038774186],"category_scores_gemma":[0.0010749056,0.000071763316,0.000026872121,0.00008233913,0.000080331585,0.0004015454,0.00010482151,0.00044015693,0.0000012123835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005942059,0.00003468417,0.0016828004,0.000054897926,0.00001731375,0.000020549358,0.034487486,0.0000030512304,1.098122e-7,0.014608645,0.92512345,0.023961082],"study_design_scores_gemma":[0.00015209695,0.00001388331,0.007603114,0.00070041,0.0000035352105,4.1625583e-7,0.016488943,0.000010681119,4.2242496e-7,0.001977229,0.9729419,0.000107400636],"about_ca_topic_score_codex":0.22672464,"about_ca_topic_score_gemma":0.9742425,"teacher_disagreement_score":0.8230048,"about_ca_system_score_codex":0.00054651406,"about_ca_system_score_gemma":0.0004352608,"threshold_uncertainty_score":0.7784247},"labels":[],"label_agreement":null},{"id":"W1971156800","doi":"10.1353/scp.2011.0006","title":"Taking Clio's Pulse . . .: or, Examining Characteristics of Monographic Publications Reviewed by American Historical Review","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Discipline; Salient; Subject (documents); Order (exchange); History; Sociology; Epistemology; Social science; Library science; Computer science; Archaeology; Philosophy","score_opus":0.1769591987288524,"score_gpt":0.2853136412011451,"score_spread":0.1083544424722927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971156800","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2647981,0.37645057,0.0020086793,0.05276958,0.0063097673,0.001554722,0.0002707858,0.00051799364,0.2953198],"genre_scores_gemma":[0.9534668,0.03716171,0.004535882,0.0024024807,0.00072917057,0.000022988475,0.000065151246,0.000064723135,0.0015511344],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952426,0.00071338227,0.002334843,0.0002670762,0.0010650542,0.00037706256],"domain_scores_gemma":[0.98739463,0.0003945373,0.00616055,0.00086359214,0.0048472825,0.00033938856],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0088107595,0.0002678851,0.0009682373,0.0009186672,0.0005023331,0.014231174,0.0025287825,0.00012426822,0.0012307432],"category_scores_gemma":[0.021048252,0.00021237422,0.00030052476,0.0009259513,0.00023343238,0.08182714,0.00023710755,0.002669159,0.0000048518887],"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":[0.00016617766,0.0010882672,0.051328104,0.0010797844,0.00046775767,0.000020544485,0.019787433,1.1058655e-7,0.0004846679,0.030695565,0.4119948,0.48288676],"study_design_scores_gemma":[0.0004155786,0.00050557614,0.03904364,0.0027827518,0.00031030117,0.000067164474,0.0015403657,0.0000059143763,0.000014958464,0.00037475454,0.9545657,0.00037331315],"about_ca_topic_score_codex":0.001129856,"about_ca_topic_score_gemma":0.000086203065,"teacher_disagreement_score":0.68866867,"about_ca_system_score_codex":0.00031977682,"about_ca_system_score_gemma":0.00029377782,"threshold_uncertainty_score":0.99968225},"labels":[],"label_agreement":null},{"id":"W1975486471","doi":"10.1353/vpr.2011.0002","title":"Elizabeth Gaskell's Cranford: A Publishing History (review)","year":2011,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarship; Context (archaeology); Reception theory; Literature; History of literature; Art; History; Art history; Law","score_opus":0.11893404190155688,"score_gpt":0.24780221120053447,"score_spread":0.1288681692989776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975486471","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035042107,0.623606,0.000014161688,0.003967191,0.0013732304,0.00039841334,0.000016236123,0.00021125983,0.3703784],"genre_scores_gemma":[0.007860836,0.94085914,0.00055983046,0.037989028,0.0014187685,0.00027236147,0.0001944787,0.00007521364,0.010770367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971629,0.0005384002,0.0009129357,0.00039447212,0.00055871316,0.00043258845],"domain_scores_gemma":[0.9974458,0.00009055175,0.000408616,0.0012943706,0.00045260237,0.00030803893],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026585255,0.0003058249,0.0007180954,0.00011244312,0.00042070376,0.0008015297,0.0015142215,0.000109686145,0.038126085],"category_scores_gemma":[0.0018709518,0.00025013858,0.000332628,0.00012495182,0.0003126932,0.003974223,0.00020218316,0.00079603156,0.0008664284],"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":[0.0000037949862,0.000112624155,0.000045830755,0.0050031175,0.000039872877,0.000005904934,0.009627577,3.2070666e-9,0.0000038918597,0.09444322,0.87180173,0.018912427],"study_design_scores_gemma":[0.00014159134,0.00004575684,0.00007837015,0.011069772,0.00012499646,0.0000066118105,0.000066868626,0.00000199843,9.1147615e-7,0.00035156083,0.9877941,0.00031746368],"about_ca_topic_score_codex":0.00035739032,"about_ca_topic_score_gemma":0.00017957244,"teacher_disagreement_score":0.35960805,"about_ca_system_score_codex":0.00024745738,"about_ca_system_score_gemma":0.0002845569,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W1979303592","doi":"10.3138/jsp.32.2.102","title":"To Publish and Perish: Who Are the Dinosaurs in Scholarly Publishing?","year":2001,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarship; Publish or perish; Scholarly communication; Publication; Political science; Sociology; Public relations; Law and economics; Law","score_opus":0.05742160793041447,"score_gpt":0.25302355513886193,"score_spread":0.19560194720844748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979303592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7224705,0.0049205003,0.00006151745,0.20590806,0.0016089575,0.00031079174,0.00002898319,0.00008566563,0.06460501],"genre_scores_gemma":[0.9822537,0.0004691585,0.00052829005,0.010607058,0.0025135998,0.000020925045,0.000015062962,0.000069989685,0.003522222],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937556,0.000960388,0.0016545524,0.0005190982,0.0022575816,0.00085279293],"domain_scores_gemma":[0.9894867,0.00081209256,0.0014563833,0.0010805993,0.006434957,0.00072926754],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.017996078,0.0004190289,0.00072709593,0.002047196,0.0014916554,0.61840415,0.0052151075,0.0004096195,0.00021663649],"category_scores_gemma":[0.045601245,0.0003106966,0.00024071339,0.0012051458,0.00026792078,0.59612274,0.0010234368,0.008794778,0.00001448351],"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":[0.0002871218,0.00040476208,0.44564864,0.00004906995,0.00020113008,0.00018496347,0.067304835,0.000054308388,0.00018098764,0.12316574,0.31717587,0.04534258],"study_design_scores_gemma":[0.0012970191,0.00018679317,0.16157766,0.0005968642,0.000047365418,0.00020639738,0.03625577,0.000049957962,0.0000067644,0.006727517,0.7926179,0.0004300133],"about_ca_topic_score_codex":0.0016098655,"about_ca_topic_score_gemma":0.0033532488,"teacher_disagreement_score":0.47544202,"about_ca_system_score_codex":0.00043545762,"about_ca_system_score_gemma":0.0003800735,"threshold_uncertainty_score":0.9999345},"labels":[],"label_agreement":null},{"id":"W1980098261","doi":"10.6017/ital.v30i4.1864","title":"Outgoing Editor's Column: Parting Thoughts","year":2011,"lang":"en","type":"article","venue":"Information Technology and Libraries","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Column (typography); Computer science; World Wide Web; Operations research; Telecommunications; Mathematics","score_opus":0.027316759388415573,"score_gpt":0.18770288654580716,"score_spread":0.1603861271573916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980098261","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18504038,0.0009244551,0.0013681608,0.0059940135,0.004084925,0.0002843233,0.000024930723,0.0023777208,0.79990107],"genre_scores_gemma":[0.9970012,0.00001870106,0.0014114938,0.00031081412,0.0005141925,0.00002143643,0.000022606504,0.0000039432484,0.00069565326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995214,0.000018206178,0.00022155662,0.00005326185,0.00006327746,0.00012231358],"domain_scores_gemma":[0.9995579,0.000033578308,0.00012872173,0.00018878277,0.000067890614,0.00002312427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001663612,0.00006882673,0.000081390455,0.00028027908,0.0006491154,0.00080953917,0.00023149652,0.00010772033,0.0001463815],"category_scores_gemma":[0.00015578193,0.00006158204,0.000014787053,0.00008056254,0.00034787777,0.010761698,0.000121806705,0.00023117565,0.00005892842],"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":[0.000006429503,0.000007763833,0.0024107525,0.000008118378,0.000008978028,1.563027e-7,0.043561336,9.708339e-8,0.0000010756011,0.9265892,0.017490832,0.009915243],"study_design_scores_gemma":[0.00012524168,0.000039253264,0.00070616545,0.000018903853,0.0000059099925,0.00000253095,0.013351046,0.00007069183,0.00049294985,0.09729459,0.88779026,0.000102427715],"about_ca_topic_score_codex":0.000023451954,"about_ca_topic_score_gemma":0.000024273593,"teacher_disagreement_score":0.87029946,"about_ca_system_score_codex":0.000004685089,"about_ca_system_score_gemma":0.000022292166,"threshold_uncertainty_score":0.7806405},"labels":[],"label_agreement":null},{"id":"W1980188710","doi":"10.1353/vpr.2011.0012","title":"Becoming a Woman of Letters: Myths of Authorship and Facts of the Victorian Market (review)","year":2011,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mythology; Pseudonym; Scholarship; Victorian literature; History; George (robot); Literature; Art history; Classics; Art; Law","score_opus":0.0671180925570456,"score_gpt":0.25304918348272337,"score_spread":0.18593109092567778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980188710","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061237138,0.8177595,0.000012278454,0.009910966,0.0015925881,0.0016730807,0.00016189975,0.000067115565,0.107585415],"genre_scores_gemma":[0.88091755,0.11661233,0.00022799429,0.0016615791,0.0001779107,0.00003502656,0.000009418274,0.000023136148,0.00033507892],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771065,0.000685469,0.00090325164,0.00018390309,0.00033869245,0.00017802598],"domain_scores_gemma":[0.99793434,0.00015041136,0.0007353978,0.0008666832,0.00021452706,0.000098662545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001927925,0.00017625242,0.00071782107,0.000063542866,0.00016579033,0.00006338324,0.0007751122,0.00006129664,0.0020886036],"category_scores_gemma":[0.0011108555,0.0001164265,0.00022337315,0.00013118183,0.00044022794,0.00041129472,0.00019303482,0.0002826079,0.000004354908],"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":[0.000112856695,0.0011481333,0.0121837575,0.14116794,0.00076372403,0.0000056510917,0.42299235,4.5935856e-8,0.003241816,0.27386013,0.11612451,0.0283991],"study_design_scores_gemma":[0.0001640038,0.00005496665,0.005875117,0.021025948,0.00018245695,0.0000027625342,0.00015465106,0.0000011847128,0.00011657024,0.00027920236,0.971989,0.00015414189],"about_ca_topic_score_codex":0.00009789474,"about_ca_topic_score_gemma":0.000095511794,"teacher_disagreement_score":0.85586447,"about_ca_system_score_codex":0.00001880778,"about_ca_system_score_gemma":0.00007044754,"threshold_uncertainty_score":0.99882364},"labels":[],"label_agreement":null},{"id":"W1980987091","doi":"10.3138/jsp.43.4.347","title":"Giving It Away: Sharing and the Future of Scholarly Communication","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":30,"is_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":"Generosity; Scholarship; Scholarly communication; Publishing; Openness to experience; Focus (optics); Public relations; Obstacle; Sociology; Business; Marketing; Political science; Law","score_opus":0.04590017760953421,"score_gpt":0.25152674917222634,"score_spread":0.20562657156269212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980987091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76274496,0.072669834,0.00014728829,0.096592665,0.0019390598,0.00025297585,0.000014775321,0.000056293473,0.065582134],"genre_scores_gemma":[0.99290544,0.0013128959,0.0013430804,0.0011999492,0.002212958,0.000004855653,0.000008461853,0.000029792041,0.0009825627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99654984,0.000761574,0.0011351085,0.00014473642,0.0010502592,0.00035846452],"domain_scores_gemma":[0.9935006,0.0006799689,0.0016830111,0.00091367034,0.0029905604,0.00023221242],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.021512091,0.00019719753,0.00043516385,0.00048588027,0.0012439635,0.10361076,0.0028332574,0.00019935667,0.00013779657],"category_scores_gemma":[0.0058486145,0.00013423288,0.00020502525,0.000226085,0.0003747396,0.3339757,0.00077375,0.004315958,0.000003861816],"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":[0.00014891278,0.00015877264,0.055701602,0.00006882875,0.00022973452,0.0000011060837,0.106867984,0.000005771529,0.00022645258,0.80185485,0.017467942,0.017268015],"study_design_scores_gemma":[0.0029069781,0.00009033408,0.023207905,0.00063416746,0.00019004429,0.00012819839,0.06568646,0.00015346809,0.00004714803,0.020697493,0.88591456,0.00034326507],"about_ca_topic_score_codex":0.00033954091,"about_ca_topic_score_gemma":0.00016213141,"teacher_disagreement_score":0.8684466,"about_ca_system_score_codex":0.00011989705,"about_ca_system_score_gemma":0.00011753786,"threshold_uncertainty_score":0.99798113},"labels":[],"label_agreement":null},{"id":"W1981909329","doi":"10.1108/01604950610658847","title":"A decade of ARL collection development: a look at the data","year":2006,"lang":"en","type":"article","venue":"Collection Building","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Collection development; Originality; Library science; Snapshot (computer storage); Value (mathematics); Sociology; Statistics; Computer science; Social science; Database; Mathematics","score_opus":0.06360799006774218,"score_gpt":0.26317150324138044,"score_spread":0.19956351317363827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981909329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8473401,0.0012576404,0.0018067394,0.0014608375,0.0009983983,0.00039646277,0.000022294098,0.00020134429,0.14651616],"genre_scores_gemma":[0.9497711,0.000021596315,0.0007539859,0.000052410527,0.00024172528,0.000029484438,0.00009224778,0.000013649958,0.0490238],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990436,0.00010946743,0.00030041704,0.00019447709,0.00020949884,0.00014254502],"domain_scores_gemma":[0.99891895,0.00015328724,0.00018609711,0.0005486227,0.00017291533,0.000020115775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007185721,0.00009039198,0.00010747959,0.00017545324,0.002020171,0.0005051846,0.00051366235,0.000044740584,0.00030125477],"category_scores_gemma":[0.0001599802,0.000072305564,0.000031735297,0.00027066274,0.00010394388,0.00079815957,0.0002700097,0.00017351955,0.000014831268],"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":[0.00016473916,0.00031872114,0.007085725,0.00006371495,0.00015185957,0.0000011661493,0.027758433,0.00037741492,0.007484431,0.074279755,0.8744328,0.007881215],"study_design_scores_gemma":[0.000346803,0.000023678951,0.0031991813,0.000044133794,0.000026597796,0.000008542345,0.00088129676,0.001618382,0.003446688,0.0011646866,0.9890969,0.00014313331],"about_ca_topic_score_codex":0.0014220603,"about_ca_topic_score_gemma":0.011278187,"teacher_disagreement_score":0.11466405,"about_ca_system_score_codex":0.00021430483,"about_ca_system_score_gemma":0.00012911558,"threshold_uncertainty_score":0.9992791},"labels":[],"label_agreement":null},{"id":"W1982974229","doi":"10.1353/scp.2012.0018","title":"The Handbook of Scholarly Writing and Publishing (review)","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conversation; Publishing; Scholarly communication; Sociology; Scholarship; Media studies; Library science; Psychology; Political science; Law; Computer science","score_opus":0.062284621695408694,"score_gpt":0.2618658152733731,"score_spread":0.19958119357796442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982974229","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11302232,0.7656922,0.00019167493,0.05527054,0.002513384,0.00031803068,0.000027749022,0.00007402032,0.06289008],"genre_scores_gemma":[0.95817935,0.031421915,0.0022383425,0.0034462444,0.0034098735,0.000010200085,0.000015129042,0.000060550927,0.0012183709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947881,0.00083954097,0.0017888951,0.00019254776,0.0017531565,0.00063772744],"domain_scores_gemma":[0.98890305,0.0015372551,0.002380314,0.0007062691,0.00600156,0.00047157917],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.030965246,0.0002609095,0.0005412886,0.00048849353,0.0017234255,0.21340486,0.0026667488,0.00021541733,0.0001004677],"category_scores_gemma":[0.035176393,0.00018032352,0.00026262435,0.00029423577,0.00032358803,0.5184707,0.00060780195,0.005110614,0.0000053471595],"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":[0.00010073491,0.0003312021,0.051765416,0.0006382951,0.0005074957,0.000008637162,0.031093134,0.0000019656072,0.001539778,0.30227405,0.3888105,0.2229288],"study_design_scores_gemma":[0.0008752049,0.00013424612,0.009726251,0.004130107,0.00018739256,0.00016886058,0.009144384,0.000015240643,0.00012495837,0.003989949,0.97117513,0.00032828766],"about_ca_topic_score_codex":0.00019454732,"about_ca_topic_score_gemma":0.00006488424,"teacher_disagreement_score":0.845157,"about_ca_system_score_codex":0.00014738868,"about_ca_system_score_gemma":0.00025768034,"threshold_uncertainty_score":0.9995762},"labels":[],"label_agreement":null},{"id":"W1986361915","doi":"10.1353/scp.2004.0003","title":"The Journal of Scholarly Publishing : Continuing and Enhancing the Tradition","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Field (mathematics); Library science; Scholarly communication; Political science; Sociology; Media studies; Computer science; Law","score_opus":0.038130722936544056,"score_gpt":0.22832716327921168,"score_spread":0.19019644034266764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986361915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852286,0.02871737,0.0012646539,0.047191102,0.004354385,0.00023469092,0.0000124254075,0.0000418487,0.03295493],"genre_scores_gemma":[0.99466145,0.00095567276,0.00085529394,0.0009201363,0.0019526116,0.0000023259922,0.0000029787955,0.000041771378,0.0006077468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927294,0.0022666897,0.0021746904,0.00018928443,0.0021227521,0.0005171675],"domain_scores_gemma":[0.98240453,0.0031778526,0.0037942913,0.0006490754,0.009614371,0.00035988673],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.0524162,0.00028266996,0.0004855106,0.0006611883,0.0028223144,0.43017176,0.0031219842,0.00025288988,0.000059537302],"category_scores_gemma":[0.06566182,0.00016623815,0.0002898262,0.00038486192,0.0003663375,0.45461008,0.00020475381,0.00837624,0.0000021021278],"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":[0.0002835354,0.0002515645,0.005718597,0.000067827415,0.0006918132,0.000047761587,0.15706784,0.00004853949,0.0070879264,0.6669476,0.07482251,0.08696449],"study_design_scores_gemma":[0.0021365476,0.0004461466,0.005698586,0.0008971944,0.00030652457,0.0012855588,0.111891106,0.000044108365,0.00061925343,0.040036406,0.8362311,0.00040744175],"about_ca_topic_score_codex":0.00013799148,"about_ca_topic_score_gemma":0.00030855002,"teacher_disagreement_score":0.7614086,"about_ca_system_score_codex":0.00025864638,"about_ca_system_score_gemma":0.00054249435,"threshold_uncertainty_score":0.99847585},"labels":[],"label_agreement":null},{"id":"W1990022978","doi":"10.1353/scp.0.0004","title":"How to Write for a General Audience: A Guide for Academics Who Want to Share Their Knowledge with the World and Have Fun Doing It (review)","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Salary; Sociology; Audience measurement; Media studies; Public relations; Political science; Law","score_opus":0.1028960041177675,"score_gpt":0.2982332853683549,"score_spread":0.1953372812505874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990022978","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13929352,0.055962007,0.00787131,0.77269065,0.0008352291,0.0025997716,0.00035604826,0.0000844449,0.020306999],"genre_scores_gemma":[0.5876837,0.009658165,0.10361214,0.11458491,0.015534551,0.00095362816,0.000120795514,0.00034084808,0.16751131],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978319,0.0001771746,0.0006795073,0.00029346714,0.00054964965,0.0004683035],"domain_scores_gemma":[0.9937601,0.0007559898,0.0006404301,0.0004345956,0.0040359143,0.00037294833],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006031627,0.00026224495,0.0004897006,0.00048322495,0.0018076557,0.035348322,0.0018357422,0.000101132115,0.000015200788],"category_scores_gemma":[0.004699795,0.00015583335,0.00019722925,0.00026467815,0.0001024587,0.049565144,0.00033212986,0.0017974701,0.0000010895378],"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":[0.00011610355,0.000039649436,0.00042812395,0.00015373272,0.00010612172,0.0000030653475,0.04510351,0.000014460313,0.0001972328,0.011261759,0.92258316,0.019993082],"study_design_scores_gemma":[0.000634885,0.00031636935,0.0006966082,0.0017796711,0.00006802881,0.00008270476,0.0071957656,0.00012676597,0.000032649357,0.00034515202,0.9884765,0.0002448824],"about_ca_topic_score_codex":0.000033475448,"about_ca_topic_score_gemma":0.0015538702,"teacher_disagreement_score":0.65810573,"about_ca_system_score_codex":0.0001738637,"about_ca_system_score_gemma":0.00028253093,"threshold_uncertainty_score":0.9994919},"labels":[],"label_agreement":null},{"id":"W1990193931","doi":"10.1353/scp.2007.0001","title":"Measures to Shorten Publication Lags for Journals in China","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Time lag; Publishing; China; Competition (biology); Quality (philosophy); Lag; Value (mathematics); Key (lock); Lag time; Computer science; Advertising; Business; Political science; Law; Computer security","score_opus":0.06629847249947945,"score_gpt":0.27678019603522735,"score_spread":0.2104817235357479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990193931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63110054,0.004980357,0.0050462754,0.22205597,0.0025432403,0.0008083169,0.000082252925,0.00012757615,0.13325545],"genre_scores_gemma":[0.99011904,0.000030598556,0.0035229542,0.0013088961,0.002676033,0.000022669012,0.00003350316,0.000036215755,0.0022500705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658835,0.00027478047,0.0013984158,0.00021287783,0.0011159178,0.00040965303],"domain_scores_gemma":[0.992829,0.00025540323,0.00095713005,0.00040449938,0.0053244676,0.0002294936],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012958595,0.00018596362,0.00037958188,0.0017993831,0.0005253024,0.12226783,0.0018586515,0.000168656,0.00013339843],"category_scores_gemma":[0.0112843085,0.00016077943,0.00021592739,0.0004211482,0.000045616416,0.15041594,0.00012534366,0.0018879399,0.000007589899],"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":[0.00024016891,0.0006209328,0.034070227,0.000040772225,0.00011610827,0.000012352547,0.022329617,0.000414043,0.003122021,0.25677067,0.6182881,0.06397501],"study_design_scores_gemma":[0.001176577,0.00018863055,0.08683749,0.0002529613,0.000038888287,0.00004021413,0.0020526855,0.000089126086,0.00010050418,0.03116485,0.8777629,0.0002951897],"about_ca_topic_score_codex":0.00089278736,"about_ca_topic_score_gemma":0.0016090553,"teacher_disagreement_score":0.3590185,"about_ca_system_score_codex":0.00031527466,"about_ca_system_score_gemma":0.00025555943,"threshold_uncertainty_score":0.9970441},"labels":[],"label_agreement":null},{"id":"W1991238164","doi":"10.1353/scp.2007.0019","title":"On the Innovative Spirits of Academic Journal Editors","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Pace; Competition (biology); Selection (genetic algorithm); Process (computing); Sociology; Computer science; Epistemology; Engineering ethics; Knowledge management; Management; Engineering; Philosophy; Economics; Artificial intelligence","score_opus":0.06623520531161456,"score_gpt":0.28284473283691675,"score_spread":0.2166095275253022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991238164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8657106,0.0012164947,0.0004139169,0.048258416,0.008442377,0.00011291846,0.0000107108135,0.00002440354,0.07581017],"genre_scores_gemma":[0.98505014,0.00006262742,0.00031974787,0.001911846,0.011995102,6.472509e-7,0.0000025488494,0.00002391445,0.0006333987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578834,0.0003982176,0.001546157,0.000119209144,0.0017909119,0.00035718214],"domain_scores_gemma":[0.9864659,0.0017570578,0.0026886857,0.0003756461,0.008510222,0.00020249766],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.028291054,0.00017982276,0.00032231733,0.0010354463,0.0009042045,0.035149094,0.0027189914,0.00023324469,0.00023635164],"category_scores_gemma":[0.027221838,0.0001117943,0.00019040398,0.000533479,0.00025177552,0.10681121,0.0001804736,0.009706179,0.00000759173],"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":[0.00017678514,0.00014825322,0.0030979258,0.000012803938,0.00019336266,0.000021802687,0.029741185,0.000017070292,0.0014030039,0.5296534,0.42143047,0.014103975],"study_design_scores_gemma":[0.0012088665,0.00069212937,0.01253787,0.0008275167,0.00006198963,0.00020728259,0.026343098,0.000011591675,0.0011110066,0.061896708,0.89478797,0.00031399558],"about_ca_topic_score_codex":0.000044953842,"about_ca_topic_score_gemma":0.000022659919,"teacher_disagreement_score":0.47335747,"about_ca_system_score_codex":0.00020900411,"about_ca_system_score_gemma":0.00039377186,"threshold_uncertainty_score":0.99257845},"labels":[],"label_agreement":null},{"id":"W1991331343","doi":"10.1353/scp.2011.0035","title":"Sustaining Scholarly Publishing: New Business Models for University Presses: A Report of the AAUP Task Force on Economic Models for Scholarly Publishing","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Publishing; Task force; Task (project management); Management; Sociology; Political science; Media studies; Business; Economics; Public administration; Law","score_opus":0.11537134471487905,"score_gpt":0.24202256379617076,"score_spread":0.12665121908129173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991331343","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2539232,0.0061818887,0.24636315,0.1290752,0.015059513,0.0062841764,0.0018341446,0.0007732952,0.34050545],"genre_scores_gemma":[0.9692366,0.00014256807,0.016946191,0.0014360137,0.0027888375,0.000029923658,0.00020494848,0.000206256,0.009008646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922748,0.0007238321,0.0027243309,0.0009701059,0.0021326551,0.0011742826],"domain_scores_gemma":[0.9669677,0.0015542887,0.0059995423,0.0022701812,0.02239669,0.00081162085],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020461278,0.0007088157,0.0011831356,0.001985607,0.0026449563,0.36134365,0.010136879,0.00094243727,0.00008029153],"category_scores_gemma":[0.043544725,0.0006071011,0.0010450364,0.0008037753,0.000319946,0.77911466,0.0011585478,0.0066932477,0.0000020377684],"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":[0.0017380845,0.00057429576,0.001586951,0.00031514146,0.00093075365,0.00004018253,0.044154435,0.006664316,0.00052781595,0.7966098,0.13831401,0.0085441945],"study_design_scores_gemma":[0.010060067,0.00094130303,0.0021813083,0.0021873375,0.0009123399,0.00031294543,0.03824433,0.007366336,0.00041424585,0.46429923,0.47143131,0.0016492421],"about_ca_topic_score_codex":0.004666248,"about_ca_topic_score_gemma":0.0008763116,"teacher_disagreement_score":0.71531343,"about_ca_system_score_codex":0.001326683,"about_ca_system_score_gemma":0.004195931,"threshold_uncertainty_score":0.999638},"labels":[],"label_agreement":null},{"id":"W1991395929","doi":"10.3138/jsp.33.3.173","title":"Personalities in Publishing: Gervase Muller","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Multinational corporation; Publishing; Politics; Newspaper; Distribution (mathematics); Work (physics); Media studies; Economic history; Sociology; History; Political science; Law; Engineering","score_opus":0.12904512763452097,"score_gpt":0.24109355942512134,"score_spread":0.11204843179060037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991395929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5541517,0.009772197,0.000035291312,0.10006083,0.0024578369,0.00015589435,0.000032380765,0.00010913817,0.3332247],"genre_scores_gemma":[0.98440194,0.00023133741,0.0007785395,0.0028106263,0.0021258858,0.0000057882567,0.0000137367215,0.0000425083,0.009589647],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957626,0.00056220137,0.0013093831,0.00026093898,0.0015720752,0.0005328422],"domain_scores_gemma":[0.99466866,0.000542267,0.0010072892,0.000554142,0.002898651,0.00032896508],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008407276,0.00025753013,0.00046218472,0.0014897952,0.00056659745,0.2486619,0.0026573185,0.00026849943,0.0027819201],"category_scores_gemma":[0.014942635,0.00022629804,0.00027995053,0.0003906872,0.00017822995,0.41010386,0.0002759613,0.0051835957,0.000042119234],"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":[0.00006914002,0.00065597496,0.02144434,0.00006012449,0.00015666468,0.00016136639,0.16523336,0.00003958995,0.0001284574,0.21093261,0.57313955,0.027978858],"study_design_scores_gemma":[0.0017462231,0.0001391873,0.0051920046,0.00031855205,0.000034761397,0.000115397255,0.027027344,0.0004061442,0.000011834113,0.007553794,0.9570762,0.00037858004],"about_ca_topic_score_codex":0.00084088475,"about_ca_topic_score_gemma":0.000610962,"teacher_disagreement_score":0.4302502,"about_ca_system_score_codex":0.00035009935,"about_ca_system_score_gemma":0.0001352508,"threshold_uncertainty_score":0.99812967},"labels":[],"label_agreement":null},{"id":"W1992107887","doi":"10.3138/jsp.46.3.01","title":"Open-Access Monograph Publishing and the Origins of the Office of Digital Scholarly Publishing at Penn State University","year":2015,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Library science; State (computer science); Scholarly communication; Electronic publishing; Political science; Media studies; Sociology; World Wide Web; Computer science; Law; The Internet","score_opus":0.1106440128889495,"score_gpt":0.27417684653407975,"score_spread":0.16353283364513027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992107887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8729654,0.002259033,0.00008377636,0.039892044,0.0014063932,0.00043299282,0.00022814442,0.000041676918,0.08269052],"genre_scores_gemma":[0.996439,0.00018288211,0.00033104894,0.0006378139,0.00040165748,0.000002022481,0.00002787941,0.000043241824,0.0019344527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99357957,0.0014055878,0.0015842413,0.00040171732,0.0025135137,0.0005153687],"domain_scores_gemma":[0.98131615,0.0013249576,0.004158685,0.0013149722,0.01136702,0.0005182338],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.021139225,0.00034873732,0.0008009984,0.0010047378,0.0015388776,0.5736326,0.016354408,0.00027240562,0.00005254028],"category_scores_gemma":[0.034753896,0.00022502824,0.00039506945,0.0012313725,0.0010859964,0.75862277,0.008429745,0.0051789354,0.0000017640708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028413967,0.00059006736,0.17312106,0.00015294756,0.0010255058,0.000028418295,0.08368664,0.0002102971,0.00023547094,0.5952832,0.13129644,0.011528524],"study_design_scores_gemma":[0.011318999,0.00028984307,0.03577004,0.00080313504,0.0003605922,0.0001495843,0.0506772,0.00016615668,0.00013187686,0.030714,0.8689624,0.0006561545],"about_ca_topic_score_codex":0.007756018,"about_ca_topic_score_gemma":0.0018143379,"teacher_disagreement_score":0.73766595,"about_ca_system_score_codex":0.0007086096,"about_ca_system_score_gemma":0.0012567103,"threshold_uncertainty_score":0.999761},"labels":[],"label_agreement":null},{"id":"W1993026794","doi":"10.1353/scp.2011.0018","title":"The Sign of Four","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Sign (mathematics); Task (project management); Plan (archaeology); Field (mathematics); Simple (philosophy); Work (physics); Computer science; Mathematics education; Sociology; Psychology; Management; Epistemology; Engineering; History; Mathematics; Economics; Philosophy; Archaeology","score_opus":0.14520563111619367,"score_gpt":0.23520336454017937,"score_spread":0.0899977334239857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993026794","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40335774,0.0052990117,0.00034963022,0.013090157,0.003239443,0.00014922391,0.000012433561,0.000054703814,0.57444763],"genre_scores_gemma":[0.9959764,0.00012718215,0.0011075194,0.00026448516,0.00067069544,0.0000015096364,0.0000011441257,0.00001632957,0.0018347548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997728,0.00033367414,0.0008443902,0.000087226785,0.000788693,0.00021802992],"domain_scores_gemma":[0.994273,0.00044383385,0.00124562,0.00046088366,0.0034521106,0.00012454449],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008387622,0.0001081625,0.00021265267,0.00025864647,0.0007176096,0.039714318,0.0023862808,0.00009110049,0.00024064329],"category_scores_gemma":[0.0066336296,0.00006784853,0.0001882218,0.00011214511,0.00019532458,0.11540925,0.00017410381,0.0018687105,0.000008004117],"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":[0.00015646512,0.00019100744,0.0068245083,0.000020309375,0.00025326852,0.000015352665,0.07090387,0.0000022888319,0.00047658465,0.78489214,0.079905234,0.05635894],"study_design_scores_gemma":[0.0008192893,0.0004039601,0.019480022,0.00019277396,0.00008865362,0.00007324454,0.020349098,0.000022065684,0.0003323211,0.07033796,0.88767326,0.0002273584],"about_ca_topic_score_codex":0.00027748832,"about_ca_topic_score_gemma":0.000120623445,"teacher_disagreement_score":0.80776805,"about_ca_system_score_codex":0.000053956774,"about_ca_system_score_gemma":0.00018773129,"threshold_uncertainty_score":0.96128255},"labels":[],"label_agreement":null},{"id":"W1993184086","doi":"10.3138/jsp.46.1.003","title":"Monographic Purchasing Trends in Academic Libraries: Did the ‘Serials Crisis’ Really Destroy the University Press?","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":18,"is_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":"Purchasing; Proposition; Exploratory research; Sociology; History; Business; Social science; Marketing; Philosophy","score_opus":0.06664208371302845,"score_gpt":0.24993172618863285,"score_spread":0.18328964247560442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993184086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7534279,0.0042346884,0.00043929447,0.16684128,0.001866955,0.00019634263,0.000020372807,0.00010894876,0.072864175],"genre_scores_gemma":[0.99545306,0.00036712867,0.0003035525,0.0011742682,0.001709898,0.0000015265182,0.000008353908,0.000023566012,0.0009586728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960144,0.0017667867,0.0008112091,0.00019867718,0.0008340823,0.00037482128],"domain_scores_gemma":[0.9962709,0.00096056354,0.0010911121,0.000676124,0.0008474957,0.00015383522],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012987103,0.00019407526,0.00031984792,0.00075008365,0.001492347,0.0690671,0.004108762,0.00022114904,0.000049980135],"category_scores_gemma":[0.0041630473,0.00011863061,0.00022333676,0.00048318758,0.00028143352,0.13725038,0.00042693343,0.0052146357,0.0000016272486],"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":[0.0003253435,0.00015638596,0.01310386,0.000024291972,0.00022805022,0.000016241858,0.106222175,0.0002936416,0.00035501426,0.6215058,0.21723346,0.040535755],"study_design_scores_gemma":[0.00078860426,0.00011577553,0.02377833,0.00016350497,0.00008150102,0.000027374863,0.022480331,0.00017046875,0.00002310319,0.011625721,0.94054323,0.00020207258],"about_ca_topic_score_codex":0.00075782096,"about_ca_topic_score_gemma":0.0002868964,"teacher_disagreement_score":0.72330976,"about_ca_system_score_codex":0.00012172385,"about_ca_system_score_gemma":0.00014404587,"threshold_uncertainty_score":0.9998076},"labels":[],"label_agreement":null},{"id":"W1996685280","doi":"10.1353/scp.2011.0028","title":"Manuscript Makeovers: A Rhetorical Study of Revisions Made to Dissertations Turned into Books","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Rhetorical question; History; Literature; Linguistics; Art; Philosophy","score_opus":0.15433162896233357,"score_gpt":0.2957229695026195,"score_spread":0.14139134054028593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996685280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9466414,0.00046365394,0.0002024199,0.0035693261,0.0011243059,0.00027935268,0.000007906481,0.00004447934,0.047667164],"genre_scores_gemma":[0.99301565,0.000014957504,0.0036430724,0.0004350661,0.00045336282,0.000010237006,0.0000051342067,0.00002985391,0.0023926403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99666375,0.00043323723,0.0013015438,0.00022285746,0.0010999744,0.0002786613],"domain_scores_gemma":[0.9945783,0.00022910682,0.00096429995,0.00066891295,0.003177246,0.00038214822],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0036851452,0.00019891832,0.00044120528,0.0009386101,0.0006596125,0.024465669,0.0020362106,0.00011945141,0.00047430873],"category_scores_gemma":[0.00657828,0.00016456531,0.00019871898,0.0003230187,0.00006329951,0.08048314,0.00029124695,0.0020295503,0.000015869511],"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":[0.00037007467,0.0027675454,0.016644059,0.00005405874,0.00044052248,0.000047950976,0.77840716,0.0000114961,0.0023479247,0.13144164,0.056450445,0.011017137],"study_design_scores_gemma":[0.004318921,0.0050898492,0.17546701,0.0011523776,0.000617199,0.00007658517,0.48457837,0.000040750125,0.00039222848,0.023068536,0.30417147,0.001026714],"about_ca_topic_score_codex":0.0016508941,"about_ca_topic_score_gemma":0.00080783037,"teacher_disagreement_score":0.2938288,"about_ca_system_score_codex":0.00016954167,"about_ca_system_score_gemma":0.00016913503,"threshold_uncertainty_score":0.976547},"labels":[],"label_agreement":null},{"id":"W1996769234","doi":"10.3138/jsp.32.1.9","title":"From Gutenberg to Gateway: Electronic Publishing at University Presses","year":2000,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Gateway (web page); Electronic publishing; Product (mathematics); Variety (cybernetics); Marketing; The Internet; Business; Advertising; World Wide Web; Computer science; Political science; Law","score_opus":0.027588866674516117,"score_gpt":0.21064490050474674,"score_spread":0.1830560338302306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996769234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8278733,0.0015327604,0.00006948416,0.04522361,0.0008328422,0.00013262633,0.000088218134,0.00012654669,0.12412061],"genre_scores_gemma":[0.9718173,0.00033246822,0.00086906896,0.0019617372,0.0027737436,0.000001343658,0.00010435799,0.000047612495,0.022092326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963878,0.0005158048,0.0007849309,0.00036178777,0.0012940188,0.00065570447],"domain_scores_gemma":[0.99529594,0.0004464941,0.0006606085,0.0006907561,0.0023711594,0.0005350268],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004063455,0.0002678367,0.00042311003,0.0007200866,0.0012320628,0.1537925,0.0036886646,0.00025182066,0.0059070843],"category_scores_gemma":[0.0038762956,0.0002534362,0.0002556668,0.00040786937,0.000095129784,0.3073424,0.00047020474,0.003499196,0.00014319464],"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":[0.00073790294,0.000433316,0.003462251,0.000023758017,0.0005914714,0.000117511474,0.07848388,0.00030749151,0.002451495,0.05174343,0.784615,0.077032514],"study_design_scores_gemma":[0.0008305839,0.00016709912,0.0026128537,0.00015339321,0.000078536366,0.000030515252,0.0045730025,0.000029949259,0.00009175575,0.0060040005,0.9851263,0.00030196537],"about_ca_topic_score_codex":0.0035828631,"about_ca_topic_score_gemma":0.001925958,"teacher_disagreement_score":0.20051137,"about_ca_system_score_codex":0.0009141257,"about_ca_system_score_gemma":0.0004077997,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W1997180395","doi":"10.3138/jsp.32.4.189","title":"‘Schoeffling’ the Editorial Deck: A Tongue-In-Cheek Personal Note on Editing Two University Press Series with Ron Schoeffel","year":2001,"lang":"en","type":"editorial","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General partnership; Cheek; Series (stratigraphy); Computer science; Library science; Political science; Biology; Anatomy; Law","score_opus":0.021725566322573508,"score_gpt":0.24064965115843392,"score_spread":0.21892408483586043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997180395","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076737935,0.00087748474,0.000025823625,0.0059574577,0.9555438,0.00033680152,0.00024877003,0.00009239107,0.029243672],"genre_scores_gemma":[0.015469548,0.00030481498,0.00026621376,0.00014248386,0.97752905,0.000005542045,0.00015159087,0.000113610084,0.0060171327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99104995,0.0013537566,0.0012389525,0.0006143062,0.0049138735,0.00082916324],"domain_scores_gemma":[0.9855632,0.003013472,0.0028034875,0.0008678724,0.007375348,0.00037662993],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.011948111,0.00069237454,0.0009563948,0.0010324083,0.0019872251,0.107359156,0.004577977,0.0011551355,0.00006597239],"category_scores_gemma":[0.019266888,0.0005030568,0.00041705128,0.00039678844,0.00039492772,0.13250789,0.0005168874,0.0229682,0.000006983299],"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":[0.0012406874,0.00017989882,0.0002816212,0.00005287749,0.00020439556,0.0001551264,0.012889936,0.00008374454,0.000012263858,0.0021869685,0.9817131,0.000999348],"study_design_scores_gemma":[0.0031135897,0.000618883,0.00014838416,0.001669122,0.00021871418,0.000035564688,0.008892561,0.000032598433,0.0000043064692,0.00022442674,0.98450553,0.0005362866],"about_ca_topic_score_codex":0.0033137463,"about_ca_topic_score_gemma":0.0034552284,"teacher_disagreement_score":0.025148746,"about_ca_system_score_codex":0.0013609206,"about_ca_system_score_gemma":0.0019124062,"threshold_uncertainty_score":0.9997421},"labels":[],"label_agreement":null},{"id":"W1997955109","doi":"10.3138/jsp.41.3.325","title":"Negotiating Roles and Relationships","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Personality psychology; Publishing; Negotiation; Product (mathematics); Process (computing); Interdependence; Work (physics); World Wide Web; Computer science; Sociology; Library science; Public relations; Management; Psychology; Political science; Engineering; Social science; Personality","score_opus":0.054397762292143124,"score_gpt":0.2353387843951722,"score_spread":0.18094102210302906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997955109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90484244,0.0015296743,0.000103209524,0.014205615,0.0017019861,0.000053322052,0.0000059727213,0.000047531204,0.07751022],"genre_scores_gemma":[0.994232,0.000040005605,0.0030314776,0.0002713813,0.001647276,0.0000012847419,0.0000052807854,0.000017646507,0.0007536331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829346,0.00024398422,0.00059363496,0.00011729133,0.0005653457,0.00018628889],"domain_scores_gemma":[0.99628145,0.00055411673,0.0007049196,0.00028436058,0.001975331,0.00019984417],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0073670764,0.000112124115,0.00018080483,0.0004370246,0.0010565447,0.13601772,0.000824442,0.00015398682,0.00009712186],"category_scores_gemma":[0.016258845,0.00009421059,0.000069353315,0.000098684985,0.00012481317,0.18218577,0.00015036408,0.005767615,0.000005131206],"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":[0.000019935396,0.00007582532,0.055280805,0.000013191182,0.00006454201,0.000009100145,0.03345344,0.00001887788,0.0022956484,0.8750569,0.015482011,0.018229702],"study_design_scores_gemma":[0.0011020395,0.00012864749,0.05866568,0.00015228648,0.00008862588,0.00037659737,0.026078044,0.0005473465,0.00004467701,0.03948682,0.8729427,0.00038655542],"about_ca_topic_score_codex":0.00011653446,"about_ca_topic_score_gemma":0.00030909557,"teacher_disagreement_score":0.8574607,"about_ca_system_score_codex":0.000028267727,"about_ca_system_score_gemma":0.00011931143,"threshold_uncertainty_score":0.9965261},"labels":[],"label_agreement":null},{"id":"W2000137417","doi":"10.1353/jjq.0.0153","title":"The Professional Literary Agent in Britain, 1880–1920 (review)","year":2009,"lang":"en","type":"article","venue":"James Joyce quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publicity; Modernism (music); Sociology; Art history; History; Literature; Law; Art; Political science","score_opus":0.017575232531643527,"score_gpt":0.2602864449827185,"score_spread":0.242711212451075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000137417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29026747,0.26619056,0.000014562415,0.22898524,0.0029330682,0.0015001933,0.000047136156,0.00044817582,0.20961359],"genre_scores_gemma":[0.96175075,0.0019794612,0.000061166815,0.009347271,0.00047792046,0.00006403541,0.000067686,0.000013910948,0.02623778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859196,0.00031742683,0.0003895363,0.00017487726,0.0002630504,0.0002631388],"domain_scores_gemma":[0.9989785,0.00017639501,0.00012012525,0.00054621475,0.00011981014,0.000058982623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008674764,0.00013297654,0.00016658273,0.00006436301,0.00050989253,0.00083390716,0.0006175003,0.00004358838,0.0001872341],"category_scores_gemma":[0.00007500748,0.00008825124,0.00009014573,0.000068278736,0.00008345036,0.0011423258,0.000019601579,0.0004742594,0.00011684959],"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":[0.000021649657,0.00018594062,0.00016766456,0.000042556825,0.000010460914,0.000007232047,0.041344088,1.4444997e-7,0.000013078395,0.071794145,0.33955514,0.5468579],"study_design_scores_gemma":[0.00023571844,0.0002443991,0.00853965,0.00060284126,0.000007611921,0.000003981159,0.0029501829,0.00005566163,0.0000012902473,0.019919666,0.96727884,0.00016016631],"about_ca_topic_score_codex":0.00009675151,"about_ca_topic_score_gemma":0.000336038,"teacher_disagreement_score":0.6714833,"about_ca_system_score_codex":0.000044217137,"about_ca_system_score_gemma":0.000054707903,"threshold_uncertainty_score":0.8041386},"labels":[],"label_agreement":null},{"id":"W2000260299","doi":"10.3390/publications1010027","title":"Open Access Publishing in Canada: Current and Future Library and University Press Supports","year":2013,"lang":"en","type":"article","venue":"Publications","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Calgary; Concordia University; Simon Fraser University","funders":"","keywords":"Publishing; Library science; Open access publishing; Political science; Public relations; Business; Management; Computer science; Law; Economics","score_opus":0.058538999231791525,"score_gpt":0.2504466734530714,"score_spread":0.1919076742212799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000260299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20725131,0.0017635454,0.000004633912,0.28416798,0.0003864677,0.00073503156,0.00018370201,0.000109024215,0.50539833],"genre_scores_gemma":[0.99215823,0.00076346175,0.00008019805,0.0004792527,0.00018497511,0.000041926327,0.0003291472,0.00000994939,0.00595286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938023,0.00008252838,0.00012653011,0.00018098051,0.00009022616,0.00013951394],"domain_scores_gemma":[0.9993251,0.000062671315,0.00008059788,0.00031965718,0.00008797798,0.00012398612],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00013309396,0.000068768095,0.0000846558,0.00012715983,0.00036108727,0.021916134,0.0013441001,0.000024807032,0.0005262312],"category_scores_gemma":[0.000048958926,0.00006689264,0.0000074136406,0.00011187813,0.00005084731,0.06251241,0.0013501723,0.00027139217,8.48444e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012829712,0.00003309001,0.059381384,0.000011058594,0.0000058792057,2.185522e-7,0.002006585,2.2831355e-7,3.0608047e-7,0.6295336,0.28247753,0.026548889],"study_design_scores_gemma":[0.000096441785,0.0000014672887,0.2620231,0.0000062162967,0.000002918825,6.187755e-7,0.0017519637,0.00008121605,3.8011945e-7,0.0007864225,0.7351841,0.00006519953],"about_ca_topic_score_codex":0.6082643,"about_ca_topic_score_gemma":0.5500437,"teacher_disagreement_score":0.7849069,"about_ca_system_score_codex":0.00005364503,"about_ca_system_score_gemma":0.0004849751,"threshold_uncertainty_score":0.9790992},"labels":[],"label_agreement":null},{"id":"W2001956072","doi":"10.1353/scp.2011.0040","title":"University Press Forum 2011: The End of the Tunnel?","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":25,"is_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":"Theme (computing); Publishing; Stupidity; Subject (documents); Sociology; Media studies; Law; Library science; Political science; Psychology; Computer science","score_opus":0.07487764539186842,"score_gpt":0.20189384203849753,"score_spread":0.1270161966466291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001956072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5001186,0.002525876,0.00011252509,0.03988474,0.0031392078,0.0002330626,0.000052572672,0.000041967094,0.45389146],"genre_scores_gemma":[0.9935956,0.00007278272,0.00022455015,0.00040435622,0.00033223515,3.4736232e-7,0.0000012687453,0.000011819701,0.0053570457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804133,0.00048806533,0.0004627705,0.000097869946,0.0007039534,0.00020599918],"domain_scores_gemma":[0.9961245,0.0002287347,0.0010483571,0.0006284473,0.0018812189,0.000088753666],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0038581924,0.000109681656,0.00018277118,0.000158043,0.000850184,0.014032305,0.0036895752,0.0000980454,0.0003182138],"category_scores_gemma":[0.0015451991,0.000060844282,0.00023425503,0.00009791184,0.00033244348,0.08507466,0.00048234075,0.0021149432,0.000002977957],"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":[0.000120401084,0.00022372956,0.014913749,0.00001975723,0.00023494779,0.000007320064,0.06938379,0.0000069743173,0.00029625365,0.72552055,0.18276459,0.0065079094],"study_design_scores_gemma":[0.00052349514,0.00009552524,0.03323915,0.00010178314,0.00009925732,0.000029607698,0.027171036,0.000015695934,0.00021732201,0.0061774827,0.932202,0.00012763779],"about_ca_topic_score_codex":0.0015148144,"about_ca_topic_score_gemma":0.00045261436,"teacher_disagreement_score":0.7494374,"about_ca_system_score_codex":0.000078546065,"about_ca_system_score_gemma":0.00018433097,"threshold_uncertainty_score":0.9869912},"labels":[],"label_agreement":null},{"id":"W2002521051","doi":"10.3138/jsp.45.3.001","title":"What I've Learned about Publishing a Book","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Appeal; Proofreading; Process (computing); Focus (optics); Sociology; Computer science; Epistemology; Law; Political science; Philosophy","score_opus":0.05877958382005687,"score_gpt":0.2593707766976626,"score_spread":0.20059119287760574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002521051","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18752879,0.03877618,0.0015749787,0.26429784,0.019118793,0.00042790984,0.000023112412,0.00050522754,0.48774716],"genre_scores_gemma":[0.9588707,0.0012717164,0.0016102833,0.0149284275,0.007698538,0.000008885473,0.000045623052,0.0001013329,0.015464491],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945121,0.0009852295,0.0014920783,0.0003632451,0.0020063596,0.00064101187],"domain_scores_gemma":[0.99006784,0.00087466906,0.0019275431,0.0009506131,0.005642036,0.0005372806],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.017472504,0.0003328614,0.000594391,0.001160602,0.0012435707,0.58737063,0.0039569493,0.00036764026,0.0007749134],"category_scores_gemma":[0.02688415,0.0002855002,0.00039866238,0.00031331857,0.00020770183,0.7015165,0.0004935358,0.006317091,0.00005465005],"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":[0.00011575478,0.00024428024,0.0014265083,0.000058715308,0.00024268997,0.000021399972,0.056343965,0.00005066699,0.00038903984,0.3069717,0.49602517,0.13811013],"study_design_scores_gemma":[0.0011654517,0.00020047832,0.0011185141,0.0005824091,0.00006618848,0.000075039665,0.012644014,0.00018282008,0.000040219922,0.016426539,0.96715385,0.00034450038],"about_ca_topic_score_codex":0.00022429197,"about_ca_topic_score_gemma":0.00018673402,"teacher_disagreement_score":0.7713419,"about_ca_system_score_codex":0.0002862732,"about_ca_system_score_gemma":0.0003430429,"threshold_uncertainty_score":0.9999597},"labels":[],"label_agreement":null},{"id":"W2005031980","doi":"10.1108/08880450210450924","title":"Valuing your public library: the experience of the Barrie Public Library, Ontario, Canada","year":2002,"lang":"en","type":"article","venue":"The Bottom Line Managing Library Finances","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Work (physics); Key (lock); Library science; Service (business); Library classification; Community work; Political science; Public relations; Business; Engineering; Computer science; Marketing","score_opus":0.05608356118956507,"score_gpt":0.19455476146969605,"score_spread":0.138471200280131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005031980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40369752,0.007009771,0.0000046037544,0.28595993,0.0012614727,0.0003758299,0.0000656079,0.0003535306,0.30127174],"genre_scores_gemma":[0.89313865,0.00037699478,0.00011275542,0.0043548066,0.0005255028,0.000046529807,0.000038802744,0.000049335635,0.1013566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977041,0.00042857463,0.00052688445,0.00032287932,0.00051496405,0.00050260744],"domain_scores_gemma":[0.99751484,0.00035115625,0.0004120023,0.0015985599,0.000033966295,0.00008946237],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030406832,0.00028131084,0.00026636652,0.000097875796,0.0020032302,0.0045237895,0.004663057,0.000052734038,0.003948172],"category_scores_gemma":[0.000102050726,0.00014712707,0.00015077516,0.00042882675,0.0006189331,0.013483989,0.0012875585,0.00086108927,0.000009701487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000124970165,0.00007920606,0.027739158,0.000031877214,0.00006786299,0.000004378999,0.052678704,0.00003392227,0.000003054138,0.5181468,0.39308083,0.008121684],"study_design_scores_gemma":[0.00015149752,0.00002571722,0.008655867,0.000087608176,0.000017664397,0.0000037155746,0.0052651255,0.0013282306,0.00007844765,0.008743153,0.9754112,0.00023180588],"about_ca_topic_score_codex":0.14329211,"about_ca_topic_score_gemma":0.16689496,"teacher_disagreement_score":0.58233035,"about_ca_system_score_codex":0.00002990411,"about_ca_system_score_gemma":0.0005462804,"threshold_uncertainty_score":0.999296},"labels":[],"label_agreement":null},{"id":"W2005485269","doi":"10.3138/jsp.40.4.384","title":"How Scholars Credit Editors in Their Acknowledgements","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"University of Cambridge; Arizona State University; Princeton University","keywords":"Acknowledgement; Publishing; Invisibility; Publication; Library science; Sociology; Dual (grammatical number); Media studies; Political science; History; Law; Computer science; Literature; Art","score_opus":0.047719274696162384,"score_gpt":0.24787138162303507,"score_spread":0.20015210692687269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005485269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7388353,0.0054406184,0.00016024022,0.12830949,0.02354879,0.00030071413,0.00002860979,0.00014845237,0.103227794],"genre_scores_gemma":[0.9779944,0.00010345367,0.00070556765,0.0012711774,0.016764166,0.0000024774067,0.00001527148,0.000025601194,0.0031178913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693066,0.0004004787,0.0008686876,0.00023248148,0.001118081,0.0004496009],"domain_scores_gemma":[0.9932867,0.00020634304,0.00090784684,0.0005294553,0.004800474,0.00026915155],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007064474,0.0002479743,0.0004120231,0.0012845558,0.0005101483,0.17785138,0.0025735486,0.00022876482,0.00020828134],"category_scores_gemma":[0.015044591,0.00020074364,0.00022028339,0.0003626951,0.000086901775,0.30465913,0.00016730731,0.0045052003,0.000020213394],"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":[0.00011799993,0.00072952406,0.01172884,0.00002375375,0.00013538096,0.000051758325,0.032844692,0.000017299197,0.001190304,0.028410913,0.8360869,0.08866261],"study_design_scores_gemma":[0.00122859,0.00027015628,0.017787326,0.00029164803,0.000023646067,0.000016727055,0.00859558,0.000029516752,0.0000933549,0.014538997,0.9568546,0.00026990127],"about_ca_topic_score_codex":0.000025524176,"about_ca_topic_score_gemma":0.000117435746,"teacher_disagreement_score":0.2391591,"about_ca_system_score_codex":0.0003381571,"about_ca_system_score_gemma":0.00024814234,"threshold_uncertainty_score":0.99779147},"labels":[],"label_agreement":null},{"id":"W2009041863","doi":"10.1353/amp.2015.0017","title":"I Haven’t Any Right to Criticize: Editing Book Reviews for American Periodicals","year":2015,"lang":"en","type":"article","venue":"American periodicals","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honor; Notice; Scholarship; Publishing; Conviction; Character (mathematics); Sociology; Media studies; Haven; Happening; History; Law; Art history; Political science; Performance art; Computer science","score_opus":0.06969156099640901,"score_gpt":0.32429552288699603,"score_spread":0.25460396189058704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009041863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36435032,0.02765656,0.007925689,0.30467898,0.0051645488,0.008268827,0.0015650508,0.002672636,0.27771738],"genre_scores_gemma":[0.91407174,0.00043315586,0.012160167,0.05079072,0.0043996586,0.0013820465,0.00022330589,0.00014324606,0.01639597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663204,0.0005280742,0.000879386,0.0005967975,0.0005564864,0.000807221],"domain_scores_gemma":[0.99669164,0.00035929034,0.0004834581,0.0010255232,0.00052917044,0.00091090467],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020079382,0.0003743822,0.0009966195,0.00022147653,0.0010977779,0.002497667,0.0010791749,0.000051768282,0.0009816465],"category_scores_gemma":[0.004356002,0.00032167736,0.00028663912,0.00024114613,0.002226025,0.0010878858,0.00022721884,0.0004546473,0.0005371239],"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":[0.00006850073,0.00021712927,0.000496403,0.000042321157,0.000050012037,0.0000060572866,0.03704905,0.0000025749375,0.00016498644,0.013342136,0.87910175,0.06945909],"study_design_scores_gemma":[0.0003253573,0.0006545076,0.0002051922,0.00009738578,0.000050073246,0.0000057928205,0.010792897,0.00008398681,0.000044516815,0.00031092024,0.98698616,0.00044322762],"about_ca_topic_score_codex":0.0020178456,"about_ca_topic_score_gemma":0.0007385345,"teacher_disagreement_score":0.5497214,"about_ca_system_score_codex":0.00019366425,"about_ca_system_score_gemma":0.0002575423,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W2009710424","doi":"10.3138/jsp.42.4.397","title":"Sustaining Scholarly Publishing: New Business Models for University Presses","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":32,"is_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":"Publishing; Scholarly communication; Scholarship; Digital scholarship; Business model; Quality (philosophy); Public relations; Product (mathematics); Scientific communication; Sociology; Electronic publishing; Business; Marketing; Management; Library science; Political science; The Internet; Economics; Computer science; World Wide Web; Law","score_opus":0.16031232265160986,"score_gpt":0.23685522509063286,"score_spread":0.07654290243902301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009710424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11155665,0.010102474,0.12392905,0.07701539,0.007915446,0.0012881958,0.00023421383,0.0007368952,0.66722167],"genre_scores_gemma":[0.9559679,0.00027711553,0.028573554,0.0012000207,0.0033514886,0.0000037300329,0.00008910398,0.00010610638,0.0104309665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960459,0.0004094031,0.0011009477,0.00041318545,0.0013453753,0.00068518415],"domain_scores_gemma":[0.9782295,0.0005687574,0.0017814386,0.00080338365,0.017949032,0.00066786504],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008356635,0.00035702187,0.0005687937,0.001480492,0.0014928725,0.29148638,0.0050750105,0.00042981326,0.0003159037],"category_scores_gemma":[0.021188585,0.00033872033,0.00035106242,0.0006307317,0.00016960154,0.71856225,0.00049366686,0.004012711,0.0000056080826],"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":[0.000715895,0.00042696897,0.002701977,0.000119219556,0.00044008557,0.000047254707,0.07281603,0.00015083294,0.0003606726,0.68187046,0.21370822,0.02664241],"study_design_scores_gemma":[0.0031966998,0.00028213774,0.0032219249,0.0004136595,0.00024177993,0.00006230611,0.029955607,0.00018305545,0.00008568132,0.11260071,0.84916013,0.000596301],"about_ca_topic_score_codex":0.0027741853,"about_ca_topic_score_gemma":0.00040914543,"teacher_disagreement_score":0.84441125,"about_ca_system_score_codex":0.0004038122,"about_ca_system_score_gemma":0.0016034577,"threshold_uncertainty_score":0.9999065},"labels":[],"label_agreement":null},{"id":"W2012326692","doi":"10.1087/09531510125100296","title":"Publishing: a market‐led approach","year":2001,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Grace (Canada)","funders":"","keywords":"Publishing; Business; Marketing; Political science; Law","score_opus":0.07787005099717231,"score_gpt":0.2510081210395992,"score_spread":0.17313807004242687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012326692","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019558609,0.0005336192,0.00041527403,0.032148343,0.00088296033,0.00022131125,0.00001517872,0.0008552319,0.9453695],"genre_scores_gemma":[0.89743763,0.00006573776,0.0013411818,0.002903965,0.0019939484,0.00006615074,0.00036839198,0.00007495166,0.095748015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966869,0.0005520716,0.00055244897,0.0006127343,0.00083164073,0.0007642368],"domain_scores_gemma":[0.9971254,0.00037209908,0.00032260103,0.0012635344,0.00062010036,0.0002963016],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0042707124,0.00030943367,0.000336354,0.00050887413,0.0012782513,0.10178994,0.0025563408,0.00027358352,0.0040747984],"category_scores_gemma":[0.0056216437,0.0002884613,0.00019031532,0.00042213217,0.00019984381,0.060850028,0.0005012842,0.002151308,0.00011040364],"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":[0.000071513,0.00024637365,0.0024006518,0.000029291677,0.00007901035,0.00001150924,0.023090154,0.000024371853,0.000020688147,0.41734403,0.51414984,0.042532552],"study_design_scores_gemma":[0.0007016929,0.000027377717,0.0011801879,0.000036168607,0.000023563785,0.000027096765,0.0077501065,0.0023152384,0.0000028312988,0.009103628,0.97843647,0.00039561142],"about_ca_topic_score_codex":0.0020089182,"about_ca_topic_score_gemma":0.0006307126,"teacher_disagreement_score":0.877879,"about_ca_system_score_codex":0.00015249375,"about_ca_system_score_gemma":0.00013549499,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W2012544756","doi":"10.3138/jsp.44-4-002","title":"Is the E-Reader Mightier? Direct Publishing and Entry Barriers","year":2013,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Agency (philosophy); Promotion (chess); Face (sociological concept); Political science; Advertising; Public relations; Media studies; Business; Sociology; Law; Politics; Social science","score_opus":0.03869342367681968,"score_gpt":0.2299715083808031,"score_spread":0.19127808470398341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012544756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4523025,0.008727149,0.000037309306,0.29409668,0.0022059963,0.00028707698,0.000027275843,0.00009829796,0.24221773],"genre_scores_gemma":[0.98203564,0.00026032818,0.00046700228,0.009507422,0.0019995007,0.000012167166,0.000008229567,0.000040536506,0.0056691803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964732,0.0005476664,0.0009429763,0.00026488522,0.0012948904,0.00047638363],"domain_scores_gemma":[0.99367666,0.0007584741,0.001004444,0.00066913903,0.0033643146,0.0005269649],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0068821777,0.00025977162,0.00037065172,0.00053193193,0.0016686188,0.38486564,0.0025672126,0.00024079156,0.0013578037],"category_scores_gemma":[0.012943444,0.00016662535,0.00022264576,0.0002466013,0.0003125671,0.3736921,0.00042963706,0.004266335,0.00002478402],"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":[0.000022197299,0.00005062231,0.015532807,0.00002609036,0.00025678833,0.000007093104,0.071019866,0.000002990884,0.00021027307,0.04067814,0.85059303,0.021600109],"study_design_scores_gemma":[0.0007517956,0.0000881433,0.011541065,0.00019932771,0.000086915206,0.00008095016,0.032671165,0.00011330692,0.000061079765,0.011714565,0.94239205,0.00029961407],"about_ca_topic_score_codex":0.0013604205,"about_ca_topic_score_gemma":0.000109920795,"teacher_disagreement_score":0.5297331,"about_ca_system_score_codex":0.00014032506,"about_ca_system_score_gemma":0.00026097422,"threshold_uncertainty_score":0.99963105},"labels":[],"label_agreement":null},{"id":"W2012547819","doi":"10.3138/jsp.32.2.87","title":"Notes from Down Under: Musings of a Junior Staff Member","year":2001,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Object (grammar); Perspective (graphical); Task (project management); Product (mathematics); Sociology; Management; Media studies; Public relations; Library science; Political science; Computer science; Visual arts; Art; Law; Artificial intelligence","score_opus":0.0776723135779189,"score_gpt":0.2634900850854825,"score_spread":0.1858177715075636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012547819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94461995,0.0018423696,0.00029998046,0.014706837,0.0011035308,0.00007075202,0.000035667075,0.000046943147,0.037273973],"genre_scores_gemma":[0.9950452,0.00019218656,0.001504153,0.0007601012,0.0014180791,0.000002214283,0.000020191357,0.00003352059,0.0010243806],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.996745,0.00033298833,0.00116333,0.00019748135,0.0011961263,0.00036511294],"domain_scores_gemma":[0.9935725,0.0007196895,0.0014828176,0.0005755025,0.0033819557,0.00026753193],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0044249133,0.00020791084,0.00048145044,0.00064975495,0.00048016044,0.057469573,0.0018163286,0.00019903092,0.0015394969],"category_scores_gemma":[0.0057466957,0.00017417474,0.00023753569,0.0002593644,0.00017957191,0.14671789,0.0002539095,0.0023810335,0.0000134335505],"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":[0.000843378,0.0028290877,0.03316462,0.00012605717,0.002142637,0.00017733073,0.36904928,0.00039037116,0.027585186,0.28531986,0.119242586,0.15912957],"study_design_scores_gemma":[0.0023964948,0.0004417152,0.010641413,0.0005794224,0.0002043946,0.00007973596,0.039999448,0.00009727813,0.00043513824,0.045503017,0.89909697,0.00052496657],"about_ca_topic_score_codex":0.0024613638,"about_ca_topic_score_gemma":0.00064410653,"teacher_disagreement_score":0.7798544,"about_ca_system_score_codex":0.00020704712,"about_ca_system_score_gemma":0.00029749016,"threshold_uncertainty_score":0.9999205},"labels":[],"label_agreement":null},{"id":"W2013295070","doi":"10.1087/20120316","title":"Book Reviews","year":2012,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Media studies; Library science; Sociology; Political science; Computer science; Law","score_opus":0.11749897748391402,"score_gpt":0.285232237681694,"score_spread":0.16773326019777995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013295070","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022763663,0.083498195,0.000059472386,0.021019358,0.001516341,0.00017658365,0.0000052285386,0.00033391223,0.89111453],"genre_scores_gemma":[0.7295456,0.0017011778,0.00078994466,0.03683901,0.0069122347,0.00008954878,0.00023147652,0.000070596165,0.22382042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986444,0.00029115984,0.00028462644,0.00014322194,0.00022753149,0.00040906045],"domain_scores_gemma":[0.99887633,0.000116998955,0.00016102896,0.000577308,0.000107599415,0.00016073132],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0026934836,0.00012021856,0.00016824633,0.00012049273,0.0005569107,0.010147452,0.0006967897,0.00007303583,0.0056057354],"category_scores_gemma":[0.0017908677,0.00010181913,0.00009056658,0.00007090559,0.00006785537,0.034380574,0.00015559123,0.00073042745,0.0007801609],"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":[0.0000021820115,0.000036811958,0.00046525072,0.000010547609,0.0000071482473,1.3260514e-7,0.0183115,3.0037268e-7,0.000013422604,0.19226734,0.7678411,0.02104423],"study_design_scores_gemma":[0.000101963036,0.0000071010027,0.00028214147,0.000029872486,0.000009630547,0.000001790624,0.0008577628,0.00001254899,0.000009026362,0.0006218905,0.99792576,0.00014048515],"about_ca_topic_score_codex":0.0002686346,"about_ca_topic_score_gemma":0.0000646824,"teacher_disagreement_score":0.72726923,"about_ca_system_score_codex":0.00005148034,"about_ca_system_score_gemma":0.000021172067,"threshold_uncertainty_score":0.99999785},"labels":[],"label_agreement":null},{"id":"W2014022919","doi":"10.3138/jsp.33.2.111","title":"Personalities in Publishing: Jane Dorner","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Personality psychology; Library science; Political science; Media studies; Computer science; Sociology; Psychology; Law; Psychoanalysis; Personality","score_opus":0.10712980704400502,"score_gpt":0.23882614423999593,"score_spread":0.13169633719599091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014022919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4678973,0.010065331,0.00003186112,0.09853237,0.0024630146,0.00014217691,0.000028714197,0.000101816666,0.42073742],"genre_scores_gemma":[0.98338896,0.00023151733,0.0006522998,0.0023300557,0.0022867993,0.000005153294,0.000014199634,0.0000404542,0.011050589],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957787,0.0005364856,0.0012979603,0.0002593021,0.0015935756,0.0005340202],"domain_scores_gemma":[0.99480784,0.0005001974,0.0010077066,0.00053757813,0.0028408598,0.00030579403],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008487933,0.00025470462,0.0004655259,0.0014763013,0.00053336826,0.25664604,0.002739196,0.0002730934,0.0023898499],"category_scores_gemma":[0.013585729,0.00021928766,0.00025754288,0.00041389113,0.00018879307,0.41456518,0.00026639987,0.005277426,0.000039457234],"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":[0.000066598404,0.000576486,0.023826301,0.000057196256,0.00015285535,0.00013077159,0.15255633,0.00003498816,0.0001535244,0.29043573,0.4964941,0.035515115],"study_design_scores_gemma":[0.0016224799,0.00015130416,0.006768152,0.000328747,0.000036405767,0.00013844432,0.028009344,0.0002770056,0.000013756881,0.009854928,0.9524135,0.000385935],"about_ca_topic_score_codex":0.0007579746,"about_ca_topic_score_gemma":0.00061791716,"teacher_disagreement_score":0.51549166,"about_ca_system_score_codex":0.00035458372,"about_ca_system_score_gemma":0.0001281745,"threshold_uncertainty_score":0.9985221},"labels":[],"label_agreement":null},{"id":"W2015911877","doi":"10.1890/0012-9658(2007)88[1069:ecpaco]2.0.co;2","title":"Edited Collection Provides a Cacophony of Voices that Harmonize in the End","year":2007,"lang":"en","type":"article","venue":"Ecology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental ethics; Ecology; Geography; Sociology; Environmental resource management; Biology; Philosophy; Environmental science","score_opus":0.04399347664276857,"score_gpt":0.25421883542606244,"score_spread":0.21022535878329388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015911877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94343275,0.00015403666,0.0000059456784,0.0027151227,0.0006529491,0.0001448385,0.0000032683486,0.000020969088,0.05287015],"genre_scores_gemma":[0.9977082,0.000015367072,0.00003894019,0.00034634754,0.00020369781,0.000016038226,0.000011496402,0.0000037684997,0.001656169],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994134,0.00015454667,0.0001527281,0.000073317555,0.00008333689,0.00012268584],"domain_scores_gemma":[0.99915093,0.0005137909,0.00009699415,0.00016359345,0.000063561005,0.000011140196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012143736,0.00004670181,0.000086138454,0.00013255219,0.00018987109,0.00012990116,0.00025787557,0.0000487334,0.0002745864],"category_scores_gemma":[0.00018196915,0.00003317362,0.000023150595,0.00007339727,0.00013391493,0.00034764825,0.000027677346,0.00019074272,0.000009360824],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031320888,0.0010269944,0.16174415,0.0000748847,0.00009601705,0.000021783208,0.5354981,0.0000138375235,0.0019446948,0.13234466,0.15704049,0.009881223],"study_design_scores_gemma":[0.0006444775,0.00027867,0.5295329,0.000014839972,0.000017281536,0.0000075488356,0.02408784,0.00011987307,0.0006332537,0.005014542,0.43952474,0.00012403607],"about_ca_topic_score_codex":0.0018672937,"about_ca_topic_score_gemma":0.07775553,"teacher_disagreement_score":0.51141024,"about_ca_system_score_codex":0.000035016186,"about_ca_system_score_gemma":0.000035633428,"threshold_uncertainty_score":0.939073},"labels":[],"label_agreement":null},{"id":"W2016384622","doi":"10.1353/esc.2011.0029","title":"Frye in the Classroom: Teaching Shakespeare with Northrop Frye and Harold Bloom","year":2011,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Publishing and Scholarly Communication","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":"Pleasure; Criticism; Psychology; Feeling; Aside; Literary criticism; Literature; Aesthetics; Psychoanalysis; Art; Social psychology","score_opus":0.09155184693699714,"score_gpt":0.23617080568179574,"score_spread":0.1446189587447986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016384622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8784464,0.002753135,4.0764334e-7,0.0005454548,0.00044318126,0.00012887847,0.000020302788,0.000021979726,0.117640235],"genre_scores_gemma":[0.9985891,0.00014400679,0.00005825576,0.0005979208,0.0001921438,0.00003457889,0.0000075174853,0.000010720176,0.00036576414],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990032,0.00019891058,0.00019872464,0.00015219887,0.00022452936,0.00022244634],"domain_scores_gemma":[0.9992056,0.00025721302,0.000063616455,0.0003325155,0.0001118569,0.000029180384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063273805,0.00012851546,0.00017762382,0.000060902214,0.00046459734,0.00021691786,0.00039076392,0.000021177668,0.000044362296],"category_scores_gemma":[0.00037126,0.00008385556,0.000012584866,0.000054109103,0.00018408617,0.0005793247,0.00011323892,0.00068138377,4.7152156e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016949974,0.00005125449,0.15972428,0.000030233068,0.000066899025,0.000046060188,0.7699686,0.0000048188294,1.557005e-7,0.023031417,0.044760972,0.002298352],"study_design_scores_gemma":[0.0005010615,0.00006811893,0.048848588,0.00013777602,0.000018962759,0.0000024565022,0.57790405,0.000020658463,0.0000012018098,0.0005402428,0.37172592,0.00023097002],"about_ca_topic_score_codex":0.8561987,"about_ca_topic_score_gemma":0.99799967,"teacher_disagreement_score":0.32696494,"about_ca_system_score_codex":0.00019615916,"about_ca_system_score_gemma":0.0001746481,"threshold_uncertainty_score":0.35733542},"labels":[],"label_agreement":null},{"id":"W2019068074","doi":"10.1353/scp.0.0089","title":"Negotiating Roles and Relationships: Stepping Through the Minefield of Co-Authors and Textbook Publishers","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Negotiation; Personality psychology; Product (mathematics); Process (computing); Computer science; Interdependence; Sociology; Work (physics); Library science; World Wide Web; Management; Public relations; Media studies; Psychology; Political science; Social science; Law; Personality; Engineering","score_opus":0.06601810335899255,"score_gpt":0.26563685819447697,"score_spread":0.1996187548354844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019068074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8970333,0.0038876014,0.0001622393,0.022875518,0.0010103546,0.000138592,0.000010633091,0.000031120813,0.07485066],"genre_scores_gemma":[0.99611944,0.00007720489,0.0019536417,0.00039027235,0.00072207174,0.0000026538162,0.000005984388,0.000020214704,0.0007084967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765116,0.00041282072,0.00086727855,0.00016577203,0.00067510136,0.00022786373],"domain_scores_gemma":[0.9952121,0.0014216475,0.001202865,0.00039075414,0.0016274822,0.00014520095],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0080885375,0.00015912995,0.00028125785,0.00032194538,0.0012197613,0.0915866,0.0009765018,0.00021655277,0.00005921878],"category_scores_gemma":[0.01492774,0.00011172205,0.00008409685,0.00013965384,0.00036034107,0.16019262,0.00020446851,0.0050524343,7.125046e-7],"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":[0.00006635892,0.00012541303,0.08370799,0.00009027614,0.00028219834,0.0000071439645,0.20064358,0.000055502755,0.0029944517,0.64151114,0.04841574,0.022100203],"study_design_scores_gemma":[0.0018289748,0.00028749605,0.048660483,0.0005523586,0.0002513831,0.00036073785,0.21590902,0.00064145174,0.00012747725,0.038025923,0.69276744,0.00058727176],"about_ca_topic_score_codex":0.00041401284,"about_ca_topic_score_gemma":0.00034938753,"teacher_disagreement_score":0.64435166,"about_ca_system_score_codex":0.000024009532,"about_ca_system_score_gemma":0.00013471926,"threshold_uncertainty_score":0.9972429},"labels":[],"label_agreement":null},{"id":"W2020711271","doi":"10.3138/jsp.39.2.186","title":"Deborah Blum, Mary Knudson, and Robin Marantz Henig, eds. <i>A Field Guide for Science Writers</i>, 2nd ed. New York: Oxford University Press, 2006. Pp. xiv, 321. Paper: ISBN-13 978-0-19-517499-1, US$18.95","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Field (mathematics); Media studies; Environmental ethics; Philosophy; Mathematics","score_opus":0.0465828240388838,"score_gpt":0.2349622098891551,"score_spread":0.18837938585027128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020711271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5113384,0.14190713,0.0029757814,0.10966555,0.006622798,0.0018035807,0.00048076385,0.00053930114,0.22466668],"genre_scores_gemma":[0.74329144,0.054724094,0.041056357,0.02386018,0.010264827,0.0000190197,0.00020174321,0.00030201324,0.12628034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591094,0.00031078307,0.0010869076,0.0005438468,0.0013531552,0.0007943503],"domain_scores_gemma":[0.99392974,0.0007028144,0.0011052366,0.0008138951,0.0026379914,0.00081030297],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0059010643,0.0003909488,0.00058415835,0.0005593938,0.003137162,0.04464963,0.003312753,0.00032446862,0.00027113274],"category_scores_gemma":[0.0049104462,0.0003703158,0.00030350013,0.00040974622,0.0005280866,0.14403658,0.0006503169,0.002679152,0.000003144857],"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":[0.00020583617,0.00012554249,0.0056072874,0.000045906243,0.000097049815,0.00004196268,0.0046096887,0.000027142361,0.0006859347,0.00856292,0.97174007,0.008250674],"study_design_scores_gemma":[0.0019037524,0.00023616603,0.0027257358,0.00023094268,0.00010403066,0.00019752525,0.002346114,0.00012294449,0.000080254256,0.0008319442,0.9907858,0.0004348257],"about_ca_topic_score_codex":0.0041824635,"about_ca_topic_score_gemma":0.00064554054,"teacher_disagreement_score":0.23195302,"about_ca_system_score_codex":0.00034469244,"about_ca_system_score_gemma":0.0014540091,"threshold_uncertainty_score":0.9998749},"labels":[],"label_agreement":null},{"id":"W2020978367","doi":"10.1353/scp.2011.0034","title":"Academic Publishing in a Global Context: The Politics and Practices of Publishing in English (review)","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Politics; Context (archaeology); Political science; Sociology; Media studies; Public relations; History; Law; Archaeology","score_opus":0.11590768250995931,"score_gpt":0.3098165780157401,"score_spread":0.19390889550578078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020978367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70947075,0.121423505,0.00001608994,0.052635767,0.0019536244,0.00055416825,0.00006451508,0.00006313803,0.11381846],"genre_scores_gemma":[0.9882161,0.0062400224,0.00046732285,0.003934402,0.00092915335,0.000012846946,0.000013220652,0.000029638686,0.00015730814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99312395,0.0015683429,0.002681679,0.00034739464,0.0016292516,0.00064937945],"domain_scores_gemma":[0.9865268,0.0016455391,0.0055969534,0.0007300962,0.005174245,0.00032639073],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.0324745,0.00031848333,0.00089672825,0.00093613117,0.00037347514,0.08103268,0.0041249203,0.00044872166,0.00010829717],"category_scores_gemma":[0.13943054,0.00023399743,0.00021693717,0.00082218024,0.000356225,0.43264994,0.00076055684,0.009257468,0.000001133458],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018725035,0.00038804393,0.31152567,0.00051574665,0.00019281103,0.000053675667,0.15485585,0.0000038306384,0.000028715855,0.43973455,0.060307167,0.032206696],"study_design_scores_gemma":[0.0061392947,0.00040338445,0.24176559,0.012731459,0.00037569948,0.0003173339,0.17931058,0.00012994929,0.000034300236,0.06911206,0.48865947,0.0010208824],"about_ca_topic_score_codex":0.008793745,"about_ca_topic_score_gemma":0.005766026,"teacher_disagreement_score":0.4283523,"about_ca_system_score_codex":0.00039510924,"about_ca_system_score_gemma":0.00069008814,"threshold_uncertainty_score":0.9978068},"labels":[],"label_agreement":null},{"id":"W2021894558","doi":"10.1353/vpr.2012.0022","title":"Teaching and Learning with the Periodical Poetry Index","year":2012,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","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":"Poetry; Index (typography); Digital humanities; Literature; Computer science; Sociology; Mathematics education; Library science; History; Psychology; Art; World Wide Web","score_opus":0.02163267902837975,"score_gpt":0.2519044096842946,"score_spread":0.23027173065591486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021894558","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1760437,0.5483921,0.00015544996,0.079619445,0.0009003883,0.0008917421,0.00001180219,0.0004590647,0.19352625],"genre_scores_gemma":[0.9885032,0.0034641074,0.000088567824,0.0036059432,0.0011721054,0.00004204798,0.000013662464,0.000021714752,0.0030886608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805,0.0009676631,0.000228892,0.00015075346,0.00031100708,0.00029171444],"domain_scores_gemma":[0.9990469,0.00023148743,0.0001200122,0.0003625746,0.00006154979,0.00017743299],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026677244,0.00015717089,0.0002608078,0.00003603097,0.002854417,0.0017466103,0.0003444359,0.000051192463,0.0008058095],"category_scores_gemma":[0.0005832653,0.0000854391,0.000058364458,0.000049359096,0.00047561218,0.0010026776,0.00012234537,0.001543362,0.00006554578],"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":[0.000037283062,0.0003223683,0.028712416,0.0023421263,0.00020608369,0.000005292957,0.32813442,4.828932e-7,0.000042876552,0.38424703,0.044244505,0.2117051],"study_design_scores_gemma":[0.00010029875,0.000039148894,0.0016454402,0.00062637153,0.00004496844,0.000017220316,0.0012889714,0.000009703193,1.7862305e-7,0.000016224873,0.9960678,0.00014363446],"about_ca_topic_score_codex":0.00016498938,"about_ca_topic_score_gemma":0.000070422924,"teacher_disagreement_score":0.95182335,"about_ca_system_score_codex":0.000025886357,"about_ca_system_score_gemma":0.000052927982,"threshold_uncertainty_score":0.9992897},"labels":[],"label_agreement":null},{"id":"W2022095654","doi":"10.3138/jsp.38.1.1","title":"Plagiarism, Publishing, and the Academy","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Publishing; Misconduct; Public relations; Ambivalence; Order (exchange); Dishonesty; Identity (music); Set (abstract data type); Sociology; Academic dishonesty; Political science; Media studies; Law; Business; Psychology; Higher education; Social psychology; Computer science","score_opus":0.03540922971001967,"score_gpt":0.2296023244091336,"score_spread":0.19419309469911394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022095654","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31079933,0.016588101,0.00024105729,0.34603727,0.0019062445,0.00025971653,0.00002507892,0.00013007905,0.32401314],"genre_scores_gemma":[0.98730564,0.00016856058,0.0006475208,0.0037839587,0.0039278716,0.000005113503,0.00001249194,0.000031434345,0.0041174185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631524,0.00069434056,0.0011037975,0.00020540778,0.0013115265,0.00036969272],"domain_scores_gemma":[0.9951562,0.0010048546,0.0013341693,0.00036827024,0.0019590706,0.00017739307],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01637345,0.00021147665,0.00039313827,0.0005451278,0.0012599401,0.34743407,0.0025299115,0.0003339377,0.0001429017],"category_scores_gemma":[0.009468933,0.00013268548,0.00020596011,0.0002170285,0.0005603997,0.32591507,0.00040964264,0.0070344247,0.0000066885523],"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":[0.00008389732,0.000049102302,0.0021672244,0.000009564217,0.000060280065,0.0000050565995,0.007238301,0.000008686835,0.000040347364,0.74168026,0.24297874,0.0056785704],"study_design_scores_gemma":[0.0026522782,0.000040697236,0.007536637,0.00009541282,0.00007974182,0.00012159255,0.0040318714,0.00009168047,0.000016618424,0.10823867,0.87690103,0.0001937663],"about_ca_topic_score_codex":0.0014977395,"about_ca_topic_score_gemma":0.00024549227,"teacher_disagreement_score":0.6765063,"about_ca_system_score_codex":0.00011028035,"about_ca_system_score_gemma":0.000153949,"threshold_uncertainty_score":0.9988747},"labels":[{"model":"gemma","categories":["scholarly_communication","research_integrity"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication","research_integrity"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2024161129","doi":"10.1136/ip.2004.007864","title":"Eats, Shoots &amp; Leaves","year":2005,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cargill (Canada)","funders":"","keywords":"Shoot; Forensic engineering; Engineering; Materials science; Botany; Chemistry; Biology","score_opus":0.06273803248041888,"score_gpt":0.3034680890053121,"score_spread":0.2407300565248932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024161129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80401987,0.00032591692,0.00015114795,0.001913481,0.00034142003,0.00011736751,0.00001259572,0.00020497772,0.19291322],"genre_scores_gemma":[0.9162192,0.000024397152,0.0004071324,0.00013878482,0.0008219557,0.000015868824,0.000058873968,0.000010116318,0.08230369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993619,0.00010159036,0.00015822874,0.00011839764,0.00013883597,0.00012110087],"domain_scores_gemma":[0.99946296,0.000022988375,0.00007372381,0.00033194374,0.00007407494,0.000034327095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035752292,0.00007609457,0.00007757999,0.00008602231,0.00029356196,0.0006207946,0.00023467791,0.000032590622,0.001150785],"category_scores_gemma":[0.00005360273,0.000071449904,0.0000722431,0.000026769692,0.000046399928,0.0017514981,0.000049644743,0.00017208027,0.00068669533],"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":[0.00004492243,0.0005233882,0.000767853,0.000021615831,0.00005725608,2.6613364e-7,0.034164418,0.0000152243965,0.0015381009,0.33222124,0.12729138,0.5033543],"study_design_scores_gemma":[0.00010362352,0.000038141086,0.00093668216,0.000024251498,0.000013983955,7.7557434e-7,0.00022471278,0.00004329035,0.00019058932,0.011709196,0.9866103,0.000104435145],"about_ca_topic_score_codex":0.000052015916,"about_ca_topic_score_gemma":0.0008629273,"teacher_disagreement_score":0.8593189,"about_ca_system_score_codex":0.00003885891,"about_ca_system_score_gemma":0.000018048297,"threshold_uncertainty_score":0.9997623},"labels":[],"label_agreement":null},{"id":"W2027662984","doi":"10.1353/scp.2011.0008","title":"Flogging a Dead Book?: Prospects for the Scholarly Book and the University Press in Australia","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Diversification (marketing strategy); Incentive; Publication; Commercialization; Face (sociological concept); Project commissioning; Scholarly communication; Media studies; Sociology; Library science; Management; Political science; Social science; Law; Economics; Business; Marketing","score_opus":0.09801996760654007,"score_gpt":0.24329288565824658,"score_spread":0.1452729180517065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027662984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6202707,0.10615193,0.0019227848,0.11504301,0.005001767,0.003669738,0.00010323506,0.00023645577,0.14760035],"genre_scores_gemma":[0.9847117,0.0008066602,0.0009338419,0.0015673795,0.0006888269,0.000009922198,0.0000028535494,0.000026179074,0.011252604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790233,0.0004802826,0.0005590012,0.00018895269,0.00053731626,0.00033210477],"domain_scores_gemma":[0.9964664,0.0008089189,0.00067749596,0.0004488647,0.0014698164,0.00012851997],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00934385,0.00017287249,0.00028973958,0.00030279314,0.001296967,0.060165565,0.0021299764,0.0001376432,0.000080255515],"category_scores_gemma":[0.003975305,0.00010413311,0.00016692256,0.0001251671,0.00039199766,0.18772115,0.00029692813,0.0030178074,0.0000016056142],"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":[0.00089164334,0.00013840989,0.006668805,0.00004790572,0.00023928826,0.000024691504,0.10364124,0.000010222212,0.000057072826,0.79798776,0.08762166,0.0026712879],"study_design_scores_gemma":[0.003917242,0.0001373305,0.017972274,0.00023092105,0.0001555484,0.000051338367,0.013344863,0.00019461133,0.000031883326,0.008152825,0.9555893,0.00022189686],"about_ca_topic_score_codex":0.0015054847,"about_ca_topic_score_gemma":0.00054373266,"teacher_disagreement_score":0.8679676,"about_ca_system_score_codex":0.00015608828,"about_ca_system_score_gemma":0.000138153,"threshold_uncertainty_score":0.9992823},"labels":[],"label_agreement":null},{"id":"W2028001125","doi":"10.3138/jsp.41.1.56","title":"Situating Clio's Influence in Humanities and Social Science Monographs","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Discipline; Situated; Sociology; Social science; Political science; Computer science; Law","score_opus":0.05504840918679268,"score_gpt":0.2635085709943094,"score_spread":0.20846016180751673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028001125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94399774,0.0011147634,0.000008745156,0.0070331,0.00023046401,0.00005702387,0.000003506224,0.000030735468,0.047523916],"genre_scores_gemma":[0.9967629,0.00006231828,0.00050930586,0.0020614674,0.00046177823,0.000001001632,0.0000021137819,0.000008499267,0.00013064852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99760586,0.0001660788,0.00074336317,0.00018068282,0.0009595964,0.0003444099],"domain_scores_gemma":[0.9965248,0.00015643488,0.0006809282,0.00019382869,0.002361784,0.00008218772],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008091807,0.00014059278,0.00025782708,0.0015374304,0.0014015352,0.129699,0.0014495213,0.00009207218,0.00001758907],"category_scores_gemma":[0.0039114305,0.00012757891,0.000074591946,0.00040664675,0.00044793222,0.26078922,0.00016361086,0.0022831021,0.000001096041],"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":[0.00006265057,0.00021069944,0.025230765,0.000027734934,0.000028348804,0.000029150619,0.2075402,0.000019170104,0.0045154677,0.68001634,0.0031618825,0.079157576],"study_design_scores_gemma":[0.0032700442,0.0009155777,0.5900442,0.0008859381,0.00007930151,0.00016817512,0.091570586,0.00022837661,0.00024269643,0.12219029,0.18933433,0.0010704977],"about_ca_topic_score_codex":0.00013376093,"about_ca_topic_score_gemma":0.00009930161,"teacher_disagreement_score":0.56481344,"about_ca_system_score_codex":0.00013299525,"about_ca_system_score_gemma":0.0002183415,"threshold_uncertainty_score":0.9998985},"labels":[],"label_agreement":null},{"id":"W2029125700","doi":"10.1353/scp.2007.0015","title":"Or Not: The Place of Disputation in Scholarly Communication","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Indigenous; Politics; The Renaissance; Media studies; Slavic languages; Sociology; Scholarly communication; Social science; History; Classics; Political science; Art history; Law","score_opus":0.07358306299662898,"score_gpt":0.28374933172865546,"score_spread":0.21016626873202648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029125700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94508934,0.0022580242,0.0005414253,0.024586992,0.0006733685,0.00021484555,0.000012624678,0.000030147758,0.026593234],"genre_scores_gemma":[0.9959184,0.00016331807,0.0016826764,0.0008701143,0.0003880677,0.0000028487616,0.000014158553,0.000023240125,0.0009371677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960543,0.00069786195,0.0015554397,0.00014405845,0.0012460746,0.00030226374],"domain_scores_gemma":[0.9921388,0.0018068289,0.0017382011,0.0007263247,0.0034658664,0.00012395959],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.026457205,0.00016051903,0.00032092154,0.00086629094,0.00058570027,0.05610078,0.0027900538,0.00017999085,0.00011068045],"category_scores_gemma":[0.015793888,0.00010506936,0.00014582019,0.00048470963,0.00021713779,0.21429196,0.00025847604,0.003824869,0.0000047941103],"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":[0.0028609575,0.0010399971,0.04874118,0.00013970498,0.00030665283,0.00004840187,0.269759,0.00042039814,0.0033963644,0.53821635,0.026166776,0.108904235],"study_design_scores_gemma":[0.0052319556,0.0007329802,0.34858662,0.001658709,0.00017426322,0.00018116833,0.1237902,0.00045882977,0.0010514979,0.01764788,0.4997466,0.0007393123],"about_ca_topic_score_codex":0.0008803094,"about_ca_topic_score_gemma":0.0037699568,"teacher_disagreement_score":0.52056843,"about_ca_system_score_codex":0.0002695923,"about_ca_system_score_gemma":0.00032285202,"threshold_uncertainty_score":0.99847335},"labels":[],"label_agreement":null},{"id":"W2031542015","doi":"10.3138/jsp.45.2.004","title":"Recovering the Covering Letter: Submitting Manuscripts to Scholarly Journals in the Twenty-First Century","year":2013,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Dialogic; Rhetorical question; History; Scholarship; Scholarly communication; Library science; Media studies; Literature; Sociology; Computer science; Art; Law; Political science","score_opus":0.05985792587263002,"score_gpt":0.2455971385732016,"score_spread":0.18573921270057156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031542015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77709955,0.0037237233,0.00012348575,0.19146831,0.002817442,0.00046789003,0.000008181846,0.00004525287,0.02424614],"genre_scores_gemma":[0.9767079,0.00030294716,0.00068965345,0.018304287,0.003443988,0.000031374435,0.000004045398,0.000049947925,0.000465892],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941194,0.0010662777,0.0016753924,0.00030049568,0.0020837765,0.0007546808],"domain_scores_gemma":[0.99354476,0.0010621368,0.0013711727,0.00097143167,0.002746723,0.0003037786],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020122292,0.00032892215,0.0004406147,0.0010278287,0.0021503072,0.34822613,0.0055934447,0.00018503246,0.00033471602],"category_scores_gemma":[0.012607196,0.00020179899,0.00031168296,0.0006260406,0.00010460542,0.27264732,0.0005911168,0.0075305738,0.00007439158],"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":[0.00014336419,0.00054424145,0.08018752,0.000119992255,0.00041370364,0.0001510102,0.273657,0.0008255249,0.003887009,0.035080668,0.5332636,0.07172631],"study_design_scores_gemma":[0.0007448976,0.0001327813,0.06973373,0.0007879087,0.000045176388,0.00017499243,0.028539611,0.00005966324,0.000029093348,0.0033840192,0.89601153,0.0003565897],"about_ca_topic_score_codex":0.001891167,"about_ca_topic_score_gemma":0.00068832125,"teacher_disagreement_score":0.36274788,"about_ca_system_score_codex":0.00041922915,"about_ca_system_score_gemma":0.00015306515,"threshold_uncertainty_score":0.9997868},"labels":[],"label_agreement":null},{"id":"W2035628952","doi":"10.3138/jsp.45.2.005","title":"Disruptive Conclusions: The Future of Australian Educational Publishing","year":2013,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Reading (process); Multinational corporation; Electronic publishing; Distribution (mathematics); Advertising; Sociology; Psychology; World Wide Web; The Internet; Computer science; Business; Political science; Art; Literature","score_opus":0.041021499792735304,"score_gpt":0.26408695223464224,"score_spread":0.22306545244190693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035628952","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33790854,0.0045266137,0.00003175997,0.58343214,0.0041070017,0.0003281503,0.000051002917,0.00003683556,0.06957798],"genre_scores_gemma":[0.9859001,0.00012454987,0.0011122228,0.0018326358,0.0053678686,0.00001421659,0.000036461446,0.000027515067,0.005584443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630576,0.00054420717,0.001199284,0.00018416648,0.0014228192,0.0003437538],"domain_scores_gemma":[0.98855823,0.0009333483,0.0018370162,0.0006275883,0.0077786907,0.0002651176],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005812104,0.00020857235,0.00035874321,0.00052770623,0.0011156424,0.14799982,0.0034174726,0.00021490535,0.002025904],"category_scores_gemma":[0.0077419975,0.00013378297,0.0002778032,0.0003309815,0.00031243498,0.30851263,0.00042335395,0.00390606,0.000023623668],"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":[0.000020480353,0.00018551125,0.005826704,0.000023265218,0.00016153514,0.0000017237506,0.03999165,0.000011121431,0.00037567524,0.42678553,0.50677246,0.019844366],"study_design_scores_gemma":[0.0006403464,0.00012789883,0.030898422,0.0002579807,0.00007036824,0.00006303194,0.07414317,0.00002551141,0.00003886895,0.05687616,0.8366238,0.00023442882],"about_ca_topic_score_codex":0.0009895897,"about_ca_topic_score_gemma":0.0002054458,"teacher_disagreement_score":0.64799154,"about_ca_system_score_codex":0.00018667243,"about_ca_system_score_gemma":0.0005682302,"threshold_uncertainty_score":0.9988864},"labels":[],"label_agreement":null},{"id":"W2035630854","doi":"10.1353/scp.0.0079","title":"Judging Journal Prices: A Cost Index for Academic Journals","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Index (typography); Economics; Business; Computer science; World Wide Web","score_opus":0.09925764170531497,"score_gpt":0.3165935695281464,"score_spread":0.2173359278228314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035630854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8626355,0.0057054088,0.009075487,0.0760611,0.016177526,0.00062480825,0.00005845643,0.00013202416,0.02952972],"genre_scores_gemma":[0.97926784,0.00032458737,0.0051009716,0.0021824923,0.011949104,0.000011381814,0.000008523763,0.00006875534,0.0010863265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525976,0.00026822367,0.0019182609,0.00022384424,0.0016731942,0.0006567387],"domain_scores_gemma":[0.9859827,0.00090717967,0.0033669712,0.00048358028,0.008584995,0.0006745564],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.023327963,0.00028891934,0.0005372028,0.0017065853,0.0021319936,0.19869557,0.003855405,0.00047878767,0.00049583404],"category_scores_gemma":[0.022398263,0.00023366735,0.0004766016,0.00028341054,0.00017909716,0.26277012,0.00024102845,0.017240096,0.0000086996915],"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":[0.0006359891,0.0005785178,0.049433548,0.00014291043,0.0009297849,0.00011867738,0.080666795,0.00013312316,0.021263812,0.22367291,0.38286442,0.23955952],"study_design_scores_gemma":[0.0020599782,0.00017597624,0.0051128846,0.0004163967,0.000114316994,0.0014469487,0.006562672,0.00023122833,0.000092197115,0.03150918,0.9519124,0.00036581358],"about_ca_topic_score_codex":0.000041541698,"about_ca_topic_score_gemma":0.00014070333,"teacher_disagreement_score":0.569048,"about_ca_system_score_codex":0.00021292135,"about_ca_system_score_gemma":0.0008359457,"threshold_uncertainty_score":0.9991671},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2041487990","doi":"10.1017/s1477175610000163","title":"WAS ANDREW CARNEGIE GENEROUS?","year":2010,"lang":"en","type":"article","venue":"Think","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Generosity; Virtue; Character (mathematics); Tact; History; Classics; Economic history; Law; Political science; Environmental ethics; Philosophy","score_opus":0.037595386815958524,"score_gpt":0.23888244160800748,"score_spread":0.20128705479204895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041487990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5754198,0.00016703796,0.0000053175695,0.0019621938,0.0009046803,0.00004161361,0.0000061650403,0.00017142593,0.42132178],"genre_scores_gemma":[0.9782673,0.00001539899,0.000269535,0.00053617347,0.00078969746,0.0000040453797,0.000027342538,0.000010611674,0.02007991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954563,0.000033473996,0.00009637954,0.00009230365,0.00011142058,0.00012081538],"domain_scores_gemma":[0.9993383,0.000037768,0.00003949503,0.00046020187,0.00007774207,0.000046436424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030022347,0.00006316431,0.0000707521,0.000038601098,0.00036057134,0.0008691282,0.00038009943,0.00004587398,0.0011986],"category_scores_gemma":[0.00007746111,0.000052030406,0.000034476903,0.000016529943,0.000090798756,0.0007409422,0.00006127742,0.0004438016,0.00028330632],"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":[0.0000036914207,0.00003739939,0.00019853542,0.000004419367,0.000013248269,0.0000015309838,0.03839117,7.86506e-7,0.0016193718,0.8973619,0.05139665,0.0109712975],"study_design_scores_gemma":[0.000124483,0.000016753442,0.0006234924,0.00000422155,0.000008636761,0.0000028389668,0.0006191698,0.00007897097,0.00018200491,0.014479109,0.9837554,0.00010491046],"about_ca_topic_score_codex":0.00054777705,"about_ca_topic_score_gemma":0.0022153568,"teacher_disagreement_score":0.93235874,"about_ca_system_score_codex":0.0000074122686,"about_ca_system_score_gemma":0.000026174519,"threshold_uncertainty_score":0.99971443},"labels":[],"label_agreement":null},{"id":"W2041765548","doi":"10.1007/s10805-007-9034-8","title":"On Doffing the Mask","year":2007,"lang":"en","type":"article","venue":"Journal of Academic Ethics","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Courtesy; Criticism; Task (project management); Quality (philosophy); Simple (philosophy); Common sense; Psychology; Sociology; Public relations; Law and economics; Law; Epistemology; Political science; Management; Philosophy; Economics","score_opus":0.15606626121011402,"score_gpt":0.3622735320230197,"score_spread":0.20620727081290569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041765548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66541284,0.0027379072,0.00086510705,0.14115272,0.0026554132,0.00008219942,0.0000029770245,0.000039488263,0.18705133],"genre_scores_gemma":[0.9903687,0.00039031514,0.00008524463,0.0061645242,0.0013171379,1.6850174e-7,4.977131e-7,0.0000074891645,0.0016659137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987969,0.0001753702,0.00039592086,0.000041490443,0.0004622864,0.00012803347],"domain_scores_gemma":[0.99641114,0.0026732136,0.00039353417,0.0001663707,0.00030731436,0.00004841081],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012213933,0.000057826473,0.00008758599,0.00009972489,0.0004918208,0.0002687927,0.0006913097,0.00018748356,0.00006844349],"category_scores_gemma":[0.0029002076,0.000033460743,0.000070180875,0.000036869584,0.00013912166,0.00066938973,0.000041174488,0.007992783,0.000016431959],"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":[0.000038453512,0.000014894072,0.00012862826,0.0000054778857,0.00002099692,0.0000033563795,0.09193423,0.00002318206,0.00013627982,0.88557863,0.017994031,0.004121841],"study_design_scores_gemma":[0.0002224942,0.000108355154,0.00077878905,0.00018065957,0.000024133209,0.000035938538,0.009456155,0.000021102544,0.0001399836,0.1020777,0.8868694,0.00008533126],"about_ca_topic_score_codex":0.000016484752,"about_ca_topic_score_gemma":0.0000477421,"teacher_disagreement_score":0.8688753,"about_ca_system_score_codex":0.000045599118,"about_ca_system_score_gemma":0.0000955339,"threshold_uncertainty_score":0.99429584},"labels":[],"label_agreement":null},{"id":"W2043218499","doi":"10.1353/scp.2012.0015","title":"How to Publish Your PhD: A Practical Guide for the Humanities and Social Sciences , and: Publishing from Your PhD: Negotiating a Crowded Jungle (review)","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Jungle; Publication; Negotiation; Library science; Sociology; Media studies; Political science; Social science; History; Law; Computer science","score_opus":0.26658757706751196,"score_gpt":0.34146513506040005,"score_spread":0.07487755799288809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043218499","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16823535,0.18401647,0.002146501,0.6179245,0.0052146856,0.0013281512,0.00029846057,0.00020036001,0.020635499],"genre_scores_gemma":[0.9225438,0.0022333385,0.02069219,0.034718547,0.015692139,0.00008766149,0.000083777704,0.00013035734,0.0038181497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995321,0.0006426117,0.0011504786,0.00039272665,0.0016361332,0.00085705833],"domain_scores_gemma":[0.9914325,0.0025726224,0.0017112846,0.00043136155,0.0035682558,0.00028401345],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.019691411,0.00036636242,0.00063600886,0.0006210317,0.0050542555,0.43114722,0.0021771796,0.00023822092,0.000057492212],"category_scores_gemma":[0.049013726,0.00026284633,0.00022952861,0.00032403285,0.0005003483,0.3757762,0.00088593207,0.003056132,0.000001672611],"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":[0.000060520466,0.0001870934,0.003653837,0.0001791424,0.00031909285,0.000003748744,0.08015379,0.0000030147182,0.00021745161,0.14568633,0.7482606,0.021275334],"study_design_scores_gemma":[0.00077058194,0.00014941201,0.0040883236,0.00045220432,0.00027647306,0.000058477905,0.06901021,0.00010344681,0.0000072505804,0.0018405358,0.9228897,0.00035337565],"about_ca_topic_score_codex":0.0011107,"about_ca_topic_score_gemma":0.00028714436,"teacher_disagreement_score":0.7543085,"about_ca_system_score_codex":0.00018875126,"about_ca_system_score_gemma":0.00047134966,"threshold_uncertainty_score":0.99998236},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2044086110","doi":"10.3138/jsp.34.3.140","title":"What Good is Copyright?","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Session (web analytics); Library science; Division (mathematics); Association (psychology); Political science; Media studies; History; Management; Sociology; Computer science; Business; Advertising; Law; Economics; Philosophy; Mathematics; Epistemology","score_opus":0.056972075111490834,"score_gpt":0.25283009515149646,"score_spread":0.19585802004000563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044086110","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29060256,0.019515578,0.00023521349,0.06055178,0.012822376,0.00019745767,0.000017755805,0.00012724157,0.61593],"genre_scores_gemma":[0.9802545,0.000599695,0.0014186566,0.004553069,0.001266919,0.0000025345093,0.000006665633,0.000037639773,0.0118603725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969624,0.0004575199,0.0008920537,0.00018679367,0.0011555053,0.00034569434],"domain_scores_gemma":[0.9946366,0.00026766938,0.00094149343,0.0005496323,0.0033202302,0.00028440406],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0069361,0.00019185903,0.0003255014,0.00055832363,0.00077636447,0.28443763,0.0016673456,0.0001784359,0.0017549315],"category_scores_gemma":[0.004603574,0.00015531827,0.00024452413,0.00019914839,0.00011356985,0.43298256,0.00010055888,0.0029438846,0.000055188506],"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":[0.000026089634,0.00021258414,0.0024859507,0.000019316887,0.00016911137,0.000023535471,0.043531843,0.0000036186386,0.00024998988,0.6955664,0.24892259,0.008788971],"study_design_scores_gemma":[0.00065077166,0.000109231936,0.00037964113,0.00018732737,0.000043021297,0.000084701285,0.013826491,0.000007722836,0.00023967482,0.024922075,0.95935357,0.00019578003],"about_ca_topic_score_codex":0.0000606794,"about_ca_topic_score_gemma":0.00005742006,"teacher_disagreement_score":0.710431,"about_ca_system_score_codex":0.00016198798,"about_ca_system_score_gemma":0.0003031408,"threshold_uncertainty_score":0.9993564},"labels":[],"label_agreement":null},{"id":"W2044562225","doi":"10.1353/scp.2007.0004","title":"Reluctant Capitalists: Bookselling and the Culture of Consumption (review)","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Miller; Publishing; Consumption (sociology); Competition (biology); Economic history; Law; Sociology; Economics; Political science; Social science","score_opus":0.027504234951232873,"score_gpt":0.22621421604815048,"score_spread":0.19870998109691762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044562225","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23124959,0.6598663,0.00021420147,0.027254803,0.0011614861,0.00038682402,0.00003707684,0.000054826305,0.07977492],"genre_scores_gemma":[0.97461,0.020944491,0.0007530686,0.0012245697,0.0009200825,0.000003578251,0.000017083068,0.000017709954,0.0015094449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770886,0.0003753814,0.000957722,0.00011004024,0.00069271313,0.00015529225],"domain_scores_gemma":[0.99590033,0.00025805784,0.0013478938,0.00030295242,0.002124273,0.00006651639],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007068033,0.00012907205,0.00035834708,0.00018047431,0.00044744587,0.02061557,0.0008512054,0.00009049357,0.000076187156],"category_scores_gemma":[0.002512586,0.000077304445,0.00016220356,0.00007738664,0.0003492849,0.05496539,0.000101801634,0.001621944,0.0000020582984],"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":[0.00013242352,0.000118778524,0.0036213226,0.00046471562,0.00015535943,0.000009034443,0.033204686,0.000012302835,0.000705962,0.788678,0.1683446,0.0045528533],"study_design_scores_gemma":[0.004255027,0.00018161333,0.0065955385,0.0044989414,0.0005035406,0.00030010764,0.0090794135,0.00011301391,0.00014638511,0.061350547,0.9125479,0.0004279755],"about_ca_topic_score_codex":0.0004565887,"about_ca_topic_score_gemma":0.00007444128,"teacher_disagreement_score":0.7442033,"about_ca_system_score_codex":0.000055383065,"about_ca_system_score_gemma":0.00006909833,"threshold_uncertainty_score":0.9804011},"labels":[],"label_agreement":null},{"id":"W2045562236","doi":"10.3138/jsp.46.2.03","title":"Modern Book Publishing: Web Sites for the Trade","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; World Wide Web; Publication; Key (lock); Computer science; Work (physics); Repertoire; Style (visual arts); Advertising; Business; Political science; Engineering; History","score_opus":0.07119788038218296,"score_gpt":0.25088492121034783,"score_spread":0.1796870408281649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045562236","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0661617,0.032642372,0.011069353,0.70050424,0.006877233,0.0009077996,0.00014448505,0.00037579302,0.18131703],"genre_scores_gemma":[0.97956157,0.00018406472,0.0013925992,0.00977688,0.0055977516,0.000019065246,0.000032910582,0.000061128376,0.0033740287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964623,0.00045208563,0.0010644281,0.00025181528,0.0012780556,0.0004913341],"domain_scores_gemma":[0.9925808,0.0025411001,0.0012944962,0.0008111944,0.0024863174,0.0002860993],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01471495,0.00025588297,0.00040338287,0.00051887217,0.0017334425,0.30061933,0.0040650847,0.00024128248,0.00017799909],"category_scores_gemma":[0.024377294,0.0001707048,0.00042136823,0.0001788633,0.00018977567,0.31291822,0.00024626538,0.003645146,0.0000057461407],"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":[0.000082523904,0.00012461668,0.0008561514,0.000032987435,0.00019593559,0.0000016394482,0.016819617,0.00007266447,0.00089607254,0.23309733,0.709039,0.03878146],"study_design_scores_gemma":[0.0011265823,0.0001709091,0.0007515024,0.000091282425,0.00011026443,0.00003235863,0.0026157573,0.0057091196,0.00003070624,0.023550065,0.96558565,0.0002257827],"about_ca_topic_score_codex":0.00006917,"about_ca_topic_score_gemma":0.00021138597,"teacher_disagreement_score":0.9133999,"about_ca_system_score_codex":0.00015428198,"about_ca_system_score_gemma":0.00030084237,"threshold_uncertainty_score":0.99956614},"labels":[],"label_agreement":null},{"id":"W2045659127","doi":"10.7152/acro.v17i1.12493","title":"SOCIAL TAGGING AND THE NEXT STEPS FOR INDEXING","year":2006,"lang":"en","type":"article","venue":"Advances in Classification Research Online","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Search engine indexing; Computer science; Similarity (geometry); Situational ethics; Automatic indexing; Process (computing); Information retrieval; World Wide Web; Data science; Artificial intelligence","score_opus":0.29099386369688,"score_gpt":0.4456171541809319,"score_spread":0.15462329048405188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045659127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36989865,0.032010674,0.0028765656,0.35971516,0.0007524141,0.0038610972,0.00023578576,0.00035929208,0.23029035],"genre_scores_gemma":[0.99557316,0.00061444234,0.00050769415,0.00013190291,0.0006516095,0.00017279368,0.0001417482,0.0000105863965,0.0021960377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987427,0.0003268856,0.00025313007,0.00017208925,0.0002812122,0.00022395408],"domain_scores_gemma":[0.9980308,0.0013232323,0.000086421365,0.00021257525,0.00032900163,0.000018009578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026708771,0.0000637044,0.00010433895,0.00016579176,0.0010815101,0.0008826212,0.00035101597,0.00003664143,0.000015400055],"category_scores_gemma":[0.0005931627,0.000046024536,0.000027360657,0.00012350007,0.0007500276,0.0015369668,0.000069683534,0.0004473574,0.000002238982],"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":[0.00006256832,0.00006444418,0.0002890771,0.000018442257,0.000002367633,9.885837e-8,0.0029721905,0.00001061343,0.000067814624,0.9587381,0.0011292513,0.036645044],"study_design_scores_gemma":[0.0009311933,0.000017017455,0.002930277,0.000024801942,0.0000025508084,2.7250022e-7,0.0092894435,0.009531576,0.00000622593,0.11176482,0.865431,0.00007079171],"about_ca_topic_score_codex":0.00028927161,"about_ca_topic_score_gemma":0.0046066726,"teacher_disagreement_score":0.8643018,"about_ca_system_score_codex":0.00006199337,"about_ca_system_score_gemma":0.00004207004,"threshold_uncertainty_score":0.8511137},"labels":[],"label_agreement":null},{"id":"W2049586569","doi":"10.3138/jsp.42.2.182","title":"Flogging a Dead Book?","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Diversification (marketing strategy); Publication; Commercialization; Face (sociological concept); Incentive; Project commissioning; Sociology; Media studies; Management; Library science; Political science; Public relations; Social science; Law; Economics; Business; Marketing","score_opus":0.03685964141303819,"score_gpt":0.24166844182413597,"score_spread":0.20480880041109778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049586569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67707515,0.0029450576,0.00022419475,0.04395958,0.0069701676,0.00011175381,0.000012264057,0.0001452532,0.2685566],"genre_scores_gemma":[0.9869435,0.000050275525,0.002854306,0.0027834554,0.003735964,0.0000023860068,0.000007376521,0.000032542124,0.0035902353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762714,0.00017728884,0.0007876417,0.00015795438,0.00092369027,0.00032629046],"domain_scores_gemma":[0.9951656,0.00028912778,0.0008379661,0.00051954243,0.002912366,0.00027543024],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0066374247,0.00016421522,0.0002754021,0.0006616048,0.00078667037,0.14209157,0.002122157,0.00018643889,0.00096840615],"category_scores_gemma":[0.008623646,0.00013654168,0.00020681725,0.00013449899,0.00013939152,0.26260984,0.00021212026,0.006131245,0.000032153057],"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":[0.00006500935,0.0002526323,0.0074366075,0.000028238526,0.00017782979,0.000055279008,0.037067596,0.000008388369,0.012700487,0.56727403,0.32769045,0.047243435],"study_design_scores_gemma":[0.00051287195,0.00006945089,0.0020268844,0.00007167787,0.00003419129,0.00012389728,0.0024784198,0.000042450552,0.00012237002,0.007492996,0.98684466,0.00018016],"about_ca_topic_score_codex":0.00016961002,"about_ca_topic_score_gemma":0.00034839436,"teacher_disagreement_score":0.6591542,"about_ca_system_score_codex":0.00006858495,"about_ca_system_score_gemma":0.0002588247,"threshold_uncertainty_score":0.99994487},"labels":[],"label_agreement":null},{"id":"W2050191318","doi":"10.3138/jsp.34.1.43","title":"Bibliographies and Notes as a Separate Online Publication: A Novel Trend in Support of Scholarly Publishing","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; The Internet; World Wide Web; Scholarly communication; Computer science; Electronic publishing; Media studies; History; Sociology; Political science; Law","score_opus":0.10321178731109837,"score_gpt":0.2755133918355587,"score_spread":0.1723016045244603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050191318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.803147,0.007370802,0.00006385963,0.13331369,0.0008418747,0.00026661545,0.00027512258,0.00010929761,0.054611694],"genre_scores_gemma":[0.9892506,0.002118798,0.003230471,0.0031196726,0.0009241902,0.000010121227,0.00011417419,0.000058996975,0.0011730035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943619,0.00041543186,0.0022661085,0.00045256637,0.0019066836,0.00059732696],"domain_scores_gemma":[0.9890307,0.0008432226,0.002356735,0.0007943779,0.006501924,0.00047300785],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00942054,0.0003859478,0.00077087723,0.016075768,0.00059145485,0.29095113,0.0027454558,0.0004306196,0.00071869785],"category_scores_gemma":[0.025737332,0.00034915208,0.0002995288,0.005011338,0.00038083087,0.5472399,0.0005151504,0.005224406,0.000007847629],"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":[0.00030651112,0.0037555,0.11896862,0.00027670403,0.00077083934,0.000087695924,0.08488911,0.000045246976,0.005626827,0.17623991,0.5692172,0.03981587],"study_design_scores_gemma":[0.00534442,0.0008700434,0.055502817,0.00065303536,0.00018032435,0.0004935857,0.012151595,0.00032909345,0.00012203603,0.008537205,0.9149365,0.00087934185],"about_ca_topic_score_codex":0.0012288549,"about_ca_topic_score_gemma":0.0026941542,"teacher_disagreement_score":0.34571934,"about_ca_system_score_codex":0.00010855489,"about_ca_system_score_gemma":0.00019299051,"threshold_uncertainty_score":0.99989605},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2055900054","doi":"10.1353/scp.2012.0013","title":"Lester J. Cappon, Scholarly Publishing, and the Atlas of Early American History , 1957-1976","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Atlas (anatomy); History; Political science; Library science; Medicine; Law; Computer science","score_opus":0.05914856382283315,"score_gpt":0.24010397090550067,"score_spread":0.18095540708266752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055900054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8688374,0.024396868,0.0000916137,0.028114012,0.002697177,0.0002461245,0.000024741137,0.00006981697,0.07552224],"genre_scores_gemma":[0.9904984,0.00033386078,0.00096185494,0.0023404185,0.0026855592,0.000009760652,0.000013052267,0.0000630552,0.0030939933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937903,0.0015225058,0.0016705445,0.00028456564,0.0020266494,0.0007053863],"domain_scores_gemma":[0.98878455,0.0011592797,0.003229081,0.00097522046,0.0052692015,0.0005826811],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.021334294,0.0003674777,0.0008294192,0.0010188542,0.0007862361,0.15033025,0.0033562705,0.00026289432,0.00021605751],"category_scores_gemma":[0.017194016,0.0002558725,0.00038491428,0.00034023976,0.0014808478,0.49455425,0.00066027825,0.006378654,0.000011362405],"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":[0.00068024616,0.00045193412,0.104427084,0.00008657948,0.00060004106,0.000010099164,0.17876063,0.0000035212743,0.0006585605,0.43999282,0.24601492,0.028313559],"study_design_scores_gemma":[0.0026024089,0.00026422256,0.057555314,0.00022455506,0.00022072782,0.00011495306,0.012587165,0.000014251763,0.0000323442,0.0029625245,0.9230286,0.00039293623],"about_ca_topic_score_codex":0.005393071,"about_ca_topic_score_gemma":0.00035318593,"teacher_disagreement_score":0.6770137,"about_ca_system_score_codex":0.00048785913,"about_ca_system_score_gemma":0.00049375236,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W2056671045","doi":"10.1353/fge.2005.0045","title":"Imagining Ourselves: Classics of Canadian Non-Fiction, and: Going Some Place: Creative Non-Fiction Across Canada, and: Crisp Blue Edges: Indigenous Creative Non-Fiction (review)","year":2005,"lang":"en","type":"article","venue":"Fourth Genre Explorations in Nonfiction","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Art; Art history; Literature; Non-fiction; History; Visual arts","score_opus":0.03013881772761925,"score_gpt":0.2605813929932619,"score_spread":0.23044257526564263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056671045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.939217,0.008169338,0.0067928974,0.0055681816,0.0028947594,0.0026496188,0.00086657336,0.00025362562,0.033588026],"genre_scores_gemma":[0.9854111,0.010058094,0.0006911458,0.0003717742,0.0008896744,0.0003510332,0.0007508318,0.00006332044,0.0014129978],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971127,0.00026430716,0.0009847168,0.0005890889,0.00045219407,0.00059697416],"domain_scores_gemma":[0.99765646,0.00016243813,0.00060586375,0.00057062344,0.0007279954,0.00027663718],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011592383,0.000431486,0.00052512327,0.0008014587,0.002059309,0.0006071558,0.0003025191,0.00021170864,0.00007154918],"category_scores_gemma":[0.00022699511,0.00047035902,0.00009022458,0.0006088907,0.00023492197,0.004866815,0.00007952036,0.00089376717,0.00001380881],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001773096,0.0005614232,0.005711078,0.0005463717,0.0003814766,0.000012731054,0.81667036,0.011878427,0.0004850321,0.003556219,0.09181375,0.06820584],"study_design_scores_gemma":[0.0036994957,0.0008811894,0.053327136,0.003532635,0.00051991554,0.00007884095,0.40838274,0.055197775,0.0013317127,0.0002997773,0.47033793,0.0024108286],"about_ca_topic_score_codex":0.74292344,"about_ca_topic_score_gemma":0.9625968,"teacher_disagreement_score":0.40828758,"about_ca_system_score_codex":0.0011694381,"about_ca_system_score_gemma":0.0010459324,"threshold_uncertainty_score":0.9997748},"labels":[],"label_agreement":null},{"id":"W2057455581","doi":"10.3138/jsp.34.4.249","title":"My Turn: Reading the Agenda of the 2003 Annual AAUP Directors' Meeting to Discover What's Wrong With University Press Publishing","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Reading (process); Sociology; Media studies; Management; Political science; Economics; Law","score_opus":0.0316247041661942,"score_gpt":0.21598266461269877,"score_spread":0.18435796044650457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057455581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81427103,0.0033471938,0.00030878297,0.028723339,0.0039699683,0.0005529346,0.000096487034,0.00007536162,0.14865492],"genre_scores_gemma":[0.9925921,0.00011975588,0.0008751891,0.0009825125,0.0006636922,0.0000019508655,0.000005575337,0.000043647142,0.0047155884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951828,0.0015423973,0.00081074354,0.00029651652,0.0016654807,0.0005020563],"domain_scores_gemma":[0.99144495,0.0006669747,0.0016271748,0.0009204617,0.0050913263,0.0002491375],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01048358,0.0002799554,0.00041216856,0.0003974563,0.0017731416,0.14025806,0.003714122,0.00016900901,0.00005690681],"category_scores_gemma":[0.01593676,0.00016363825,0.00021543422,0.0008519858,0.0002479429,0.3147332,0.0005226106,0.003634121,0.000001194297],"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":[0.00046179706,0.0004756878,0.03506322,0.0001285773,0.0010111008,0.000059613176,0.28223893,0.0016398426,0.0011102426,0.36458293,0.2980196,0.015208482],"study_design_scores_gemma":[0.00076758343,0.0001240663,0.006714051,0.0009927117,0.00014940533,0.00005892206,0.104091674,0.000020884181,0.00040623927,0.00026605473,0.88610363,0.0003047826],"about_ca_topic_score_codex":0.0014257785,"about_ca_topic_score_gemma":0.00071392837,"teacher_disagreement_score":0.58808404,"about_ca_system_score_codex":0.00033745842,"about_ca_system_score_gemma":0.00059710885,"threshold_uncertainty_score":0.99952644},"labels":[],"label_agreement":null},{"id":"W2059406478","doi":"10.1353/scp.0.0090","title":"Publishing Pedagogies for the Doctorate and Beyond (review)","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Sociology; Media studies; Mathematics education; Political science; Psychology; Law","score_opus":0.07395299359253904,"score_gpt":0.29104062063752045,"score_spread":0.2170876270449814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059406478","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17128056,0.14530674,0.0006927161,0.59506476,0.011296293,0.0009772037,0.0001309295,0.00018435626,0.07506647],"genre_scores_gemma":[0.96178114,0.0083466,0.0049141035,0.015006461,0.006596423,0.00004284715,0.00003687645,0.00007469679,0.0032008742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997475,0.00019879258,0.000904486,0.00020224876,0.00087128684,0.00034815972],"domain_scores_gemma":[0.99127114,0.0017844876,0.0012231056,0.0006325764,0.004860831,0.00022786009],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.014787997,0.0002093166,0.00036409462,0.0003400461,0.0014524926,0.22354463,0.002632351,0.0001759,0.00017549576],"category_scores_gemma":[0.031480897,0.00013267927,0.00021807548,0.00016533857,0.00025631933,0.27177516,0.000343651,0.0048632477,0.0000027044375],"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":[0.000049456547,0.000080248275,0.0013150764,0.0002123891,0.00019147343,0.0000044395047,0.015208076,0.0000023415946,0.0010291127,0.3628982,0.51329833,0.10571089],"study_design_scores_gemma":[0.00059111987,0.00008665461,0.0018663841,0.0002575062,0.00013684135,0.000077413475,0.0055643553,0.000053750697,0.000023057246,0.012204498,0.9789481,0.00019028617],"about_ca_topic_score_codex":0.00014941217,"about_ca_topic_score_gemma":0.00048454988,"teacher_disagreement_score":0.7905005,"about_ca_system_score_codex":0.00004329698,"about_ca_system_score_gemma":0.00027317778,"threshold_uncertainty_score":0.9998475},"labels":[],"label_agreement":null},{"id":"W2060378138","doi":"10.3138/jsp.39.2.109","title":"Assessing the Demand for Scholarly Publishing in South Africa","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Exploratory research; Sample (material); Mythology; Sociology; Media studies; Social science; Political science; History; Law","score_opus":0.13811937241981662,"score_gpt":0.28774553318244506,"score_spread":0.14962616076262844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060378138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710329,0.009407959,0.0021149728,0.044778537,0.0027076507,0.00052792893,0.000038517093,0.00012351171,0.06926803],"genre_scores_gemma":[0.9912098,0.00007193179,0.0032216427,0.0014761015,0.0025247224,0.000023526953,0.000019481451,0.000062021005,0.0013907624],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945065,0.00087901513,0.0016870397,0.00036636612,0.001820689,0.00074039854],"domain_scores_gemma":[0.98907423,0.0016160366,0.0018173081,0.0007947328,0.006382864,0.00031483217],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.022237763,0.00032709105,0.00056485605,0.0013118912,0.0027281535,0.48987505,0.004230981,0.00035998636,0.000075513584],"category_scores_gemma":[0.043017514,0.00023505856,0.0003887503,0.0006103658,0.00029109296,0.6474306,0.00041281566,0.0070178513,0.0000063685984],"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":[0.00025013677,0.00068223046,0.07851327,0.00012253555,0.0004291508,0.00014508255,0.5852652,0.00032519083,0.00081892096,0.15176126,0.16088352,0.02080345],"study_design_scores_gemma":[0.0040094145,0.00028429864,0.052308634,0.00068620284,0.00013557142,0.00026778382,0.07417568,0.0005337587,0.000051412026,0.023039607,0.84376365,0.000743967],"about_ca_topic_score_codex":0.00017248615,"about_ca_topic_score_gemma":0.00015040602,"teacher_disagreement_score":0.68288016,"about_ca_system_score_codex":0.00038496027,"about_ca_system_score_gemma":0.00081610476,"threshold_uncertainty_score":0.99857014},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2062908271","doi":"10.1353/scp.2012.0020","title":"The Price of University Press Books: 2009-2011","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Yankee; Distribution (mathematics); Sociology; Library science; Media studies; History; Art history; Computer science; Mathematics","score_opus":0.05365451121567712,"score_gpt":0.2238872846750657,"score_spread":0.1702327734593886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062908271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33539215,0.025456598,0.00037753914,0.018383674,0.004197806,0.00023091765,0.000050811217,0.00007384862,0.6158367],"genre_scores_gemma":[0.98555624,0.00040892506,0.0005219467,0.000194292,0.001203782,3.7642423e-7,0.0000028639702,0.000015175611,0.0120963715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779034,0.00054914324,0.0005311908,0.00007627294,0.00074598705,0.00030708837],"domain_scores_gemma":[0.99516034,0.000668776,0.0011218181,0.00043084135,0.0024176675,0.0002005768],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009847624,0.00010920761,0.00019734468,0.00021377075,0.0008760189,0.025776312,0.0020294343,0.00009864516,0.000084162144],"category_scores_gemma":[0.003520588,0.00007652876,0.00013359213,0.000077609315,0.00016809457,0.16586491,0.00025684116,0.001762077,0.000005314147],"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":[0.00017675683,0.00026088464,0.00670005,0.000028840546,0.00021405237,0.000003938542,0.027355744,0.000005958236,0.0005579632,0.6789655,0.27479562,0.010934692],"study_design_scores_gemma":[0.00031779238,0.00006313805,0.0066970135,0.00004941335,0.00004465926,0.000015791506,0.007031821,0.0000052007613,0.00012517453,0.000586728,0.9849708,0.0000924302],"about_ca_topic_score_codex":0.00036036957,"about_ca_topic_score_gemma":0.00003773147,"teacher_disagreement_score":0.7101752,"about_ca_system_score_codex":0.00011537181,"about_ca_system_score_gemma":0.00014604379,"threshold_uncertainty_score":0.97523504},"labels":[],"label_agreement":null},{"id":"W2063518427","doi":"10.7202/1025671ar","title":"Andrew Lang’s “Literary Plagiarism”: Reading Material and the Material of Literature","year":2014,"lang":"en","type":"article","venue":"Romanticism and Victorianism on the Net","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reading (process); Publishing; Order (exchange); Frame (networking); Literary criticism; Art history; Literature; Sociology; History; Philosophy; Art; Linguistics; Computer science; Economics","score_opus":0.009402596037152907,"score_gpt":0.19127610674317527,"score_spread":0.18187351070602237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063518427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675633,0.00033654578,0.0000096097665,0.0033753633,0.0022188928,0.00021427157,0.0001397377,0.000054173503,0.026088117],"genre_scores_gemma":[0.9967398,0.00011023601,0.00002909156,0.0005504455,0.0014209435,0.000008590677,0.00006648228,0.000013859918,0.001060569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898976,0.00035278537,0.00021752735,0.00014675177,0.00015075144,0.00014240383],"domain_scores_gemma":[0.99907726,0.00034072215,0.00012222808,0.00037710345,0.000047175105,0.0000355076],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009623159,0.00013566205,0.00020930261,0.000058692454,0.00047677587,0.0017282345,0.00029460606,0.00008937497,0.00013524172],"category_scores_gemma":[0.000086429245,0.000068982976,0.000034042045,0.000032879554,0.00024646384,0.00038791695,0.00011594911,0.0002497138,0.000004216253],"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":[0.00019265366,0.000015650548,0.000026978987,0.000026753225,0.000023772864,7.6855355e-7,0.037111323,7.469005e-8,0.00088043703,0.95705366,0.0041338727,0.0005340765],"study_design_scores_gemma":[0.003043161,0.0004054016,0.0024591833,0.0006275862,0.00015971973,0.000031070376,0.0014253334,0.0006147876,0.002456007,0.19619696,0.7921058,0.0004750038],"about_ca_topic_score_codex":0.00010343755,"about_ca_topic_score_gemma":0.000014615181,"teacher_disagreement_score":0.7879719,"about_ca_system_score_codex":0.0000049142445,"about_ca_system_score_gemma":0.0000064547435,"threshold_uncertainty_score":0.99930805},"labels":[],"label_agreement":null},{"id":"W2064231682","doi":"10.1353/scp.2010.0004","title":"Writing for Academic Journals (review)","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praise; Academic writing; Discipline; Curiosity; Sociology; Rhetorical question; Media studies; Psychology; Pedagogy; Literature; Social science; Art","score_opus":0.09939657843916172,"score_gpt":0.3284199350534625,"score_spread":0.2290233566143008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064231682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4837159,0.16749659,0.0013318643,0.2229688,0.014043969,0.0009570916,0.00011345485,0.00023177017,0.10914056],"genre_scores_gemma":[0.9591233,0.007011272,0.008318906,0.011270802,0.012347663,0.00002160913,0.00002503888,0.000078882586,0.0018025159],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966573,0.00020464337,0.0015360103,0.0001717726,0.0010389241,0.00039136063],"domain_scores_gemma":[0.9901189,0.00078617764,0.0019011168,0.00043623018,0.00642986,0.0003276651],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020326156,0.0001876628,0.0004378827,0.0005889997,0.0008504023,0.06300615,0.0026030114,0.0002561181,0.0005403445],"category_scores_gemma":[0.030149868,0.00015411526,0.00036274202,0.00016599825,0.000105895626,0.19306763,0.00016738549,0.008783502,0.000010096296],"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":[0.00005817551,0.00014268428,0.00565754,0.00032684187,0.00019302683,0.00001500412,0.0077928826,0.0000030943131,0.011915234,0.15298569,0.6884655,0.13244438],"study_design_scores_gemma":[0.00078010064,0.00010239656,0.001803869,0.001935217,0.000115213676,0.00027218144,0.0017037556,0.000024155626,0.00010422608,0.012821206,0.98008364,0.00025405243],"about_ca_topic_score_codex":0.000026303487,"about_ca_topic_score_gemma":0.00005229141,"teacher_disagreement_score":0.47540742,"about_ca_system_score_codex":0.00006873962,"about_ca_system_score_gemma":0.00030943917,"threshold_uncertainty_score":0.9935033},"labels":[],"label_agreement":null},{"id":"W2065688582","doi":"10.1353/scp.2007.0035","title":"Musings on Disciplinary Morphology and Nomenclature in the Humanities and Social Sciences: Implications for Book Selection","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly 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":"Discipline; Nomenclature; Directory; Sociology; Scholarship; Perspective (graphical); Library science; Social science; Political science; Taxonomy (biology); Computer science; Ecology; Biology; Law; Artificial intelligence","score_opus":0.13294995514322913,"score_gpt":0.31967563138567234,"score_spread":0.1867256762424432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065688582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083156,0.001517546,0.00026231093,0.07279944,0.0002723563,0.00020419162,0.000014407314,0.000018094624,0.016596047],"genre_scores_gemma":[0.9920355,0.000038047972,0.00058411394,0.0062011844,0.00082068564,0.0000067237524,0.000006933225,0.000009446631,0.00029738073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883556,0.0001355695,0.00040096033,0.0001425484,0.0002661324,0.00021921292],"domain_scores_gemma":[0.9982721,0.0006442307,0.00038968597,0.00009501316,0.00057585427,0.000023112587],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0078281425,0.000099649944,0.0001506787,0.00056603673,0.0025817892,0.03949413,0.000578453,0.000112182825,0.00000834987],"category_scores_gemma":[0.00075490447,0.000069984446,0.000048465987,0.00014133519,0.00039503048,0.044572406,0.00008232093,0.0013519384,1.894379e-7],"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":[0.000082032115,0.00011264105,0.008276768,0.000023240322,0.000022722874,0.0000018884568,0.101571746,0.0000020324421,0.0005529563,0.85900736,0.025195116,0.0051515135],"study_design_scores_gemma":[0.0012320547,0.0008883062,0.27008614,0.0001276333,0.000058211033,0.00023247313,0.038061444,0.000028597857,0.000015312473,0.086933576,0.6020634,0.00027285088],"about_ca_topic_score_codex":0.00005959843,"about_ca_topic_score_gemma":0.00041798316,"teacher_disagreement_score":0.77207375,"about_ca_system_score_codex":0.00008705389,"about_ca_system_score_gemma":0.00008898712,"threshold_uncertainty_score":0.9987167},"labels":[],"label_agreement":null},{"id":"W20694189","doi":"10.1016/b0-08-043076-7/04371-0","title":"Publishing as Medium","year":2001,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Publishing; Commercialism; Entertainment; Promotion (chess); Convergence (economics); Media studies; Advertising; Political science; Public relations; Sociology; Business; Economics; Law; Politics","score_opus":0.04332011410072173,"score_gpt":0.23891826400939947,"score_spread":0.19559814990867774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20694189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017371078,0.0018145688,3.7911948e-7,0.0021721704,0.0014215464,0.00024489578,0.000044168537,0.0002896002,0.9939953],"genre_scores_gemma":[0.0018966781,0.00019421638,0.000034111694,0.0018156352,0.0030143717,0.000026457605,0.00025422845,0.00011642778,0.9926479],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998072,0.000059360547,0.0005153706,0.00040519884,0.0006095434,0.00033852799],"domain_scores_gemma":[0.99774253,0.00013352785,0.0003785178,0.0011609327,0.00040757676,0.00017688316],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008046992,0.00040293124,0.00043319355,0.00030015156,0.00062784227,0.007508186,0.0013724491,0.00038535663,0.0066616544],"category_scores_gemma":[0.00019758222,0.00037321274,0.00025322344,0.0000062420836,0.00028677422,0.0018754173,0.00033979877,0.001774347,0.0011987702],"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":[0.0000041030844,0.000004949276,7.702142e-7,0.00001515555,0.000053717857,0.000012401456,0.004119868,3.320871e-8,5.921046e-7,0.45001605,0.013587052,0.5321853],"study_design_scores_gemma":[0.00014199046,0.000032881755,0.0000018705543,0.00026635462,0.00006543421,0.000013323627,0.0001428663,0.0000010830223,0.0000011720416,0.12533244,0.87362057,0.00038003095],"about_ca_topic_score_codex":0.000026192238,"about_ca_topic_score_gemma":0.0008900055,"teacher_disagreement_score":0.8600335,"about_ca_system_score_codex":0.00012600239,"about_ca_system_score_gemma":0.00021900689,"threshold_uncertainty_score":0.99987197},"labels":[],"label_agreement":null},{"id":"W2070173045","doi":"10.3138/jsp.46.3.06","title":"A Simple System for Constructing an End-of-Book Index","year":2015,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Computer science; Simple (philosophy); Term (time); Index (typography); Search engine indexing; Appeal; Construct (python library); Discretion; Word (group theory); Control (management); Information retrieval; World Wide Web; Artificial intelligence; Mathematics; Programming language","score_opus":0.10134012228605593,"score_gpt":0.285014577911837,"score_spread":0.18367445562578105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070173045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9148315,0.004459817,0.0029384336,0.0037839308,0.0037085451,0.0003950078,0.00010903177,0.0001570831,0.06961666],"genre_scores_gemma":[0.9941344,0.0000059457366,0.0035853675,0.00026768187,0.0016539575,0.000005257058,0.000023487084,0.000030358764,0.00029351638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720615,0.00033381482,0.0011013246,0.00015990468,0.0009148401,0.00028396698],"domain_scores_gemma":[0.99098766,0.0003873651,0.0016350453,0.00043230673,0.006199263,0.0003583659],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009479484,0.00015834802,0.00041900386,0.000567098,0.00039395576,0.048487604,0.0015386338,0.00015909108,0.00004676369],"category_scores_gemma":[0.00689001,0.00013658396,0.000180277,0.00012551495,0.00014231876,0.17921309,0.00014626619,0.0014517013,0.0000016219076],"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":[0.00054992066,0.00036980066,0.03395463,0.00034636437,0.00045789094,0.000023622886,0.096185476,0.00019483991,0.0014987248,0.7474948,0.072840996,0.0460829],"study_design_scores_gemma":[0.0035295067,0.0007582612,0.0005713153,0.0004981503,0.00013436544,0.00022950993,0.15853307,0.00070933014,0.0004784802,0.011827559,0.8223294,0.00040107127],"about_ca_topic_score_codex":0.0003844917,"about_ca_topic_score_gemma":0.00013611898,"teacher_disagreement_score":0.7494884,"about_ca_system_score_codex":0.0002513757,"about_ca_system_score_gemma":0.00065133104,"threshold_uncertainty_score":0.95250016},"labels":[],"label_agreement":null},{"id":"W2071599000","doi":"10.3138/jsp.34.1.53","title":"A Scholarly Book Marketing Fantasy","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Fantasy; Simple (philosophy); Marketing; Advertising; Media studies; Business; Art; Sociology; Literature; Epistemology; Philosophy","score_opus":0.06455658632446229,"score_gpt":0.23097513765236427,"score_spread":0.16641855132790198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071599000","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17959617,0.04108817,0.00018145842,0.06210019,0.003696842,0.00024586174,0.000034817866,0.00025436774,0.7128021],"genre_scores_gemma":[0.9673232,0.0008675613,0.0022659455,0.0055033905,0.003569816,0.0000059962535,0.000010983495,0.00007423669,0.020378863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995087,0.00092784944,0.0013757864,0.000288615,0.0017674862,0.00055321166],"domain_scores_gemma":[0.99217105,0.0007050741,0.0014534087,0.0007160317,0.0045369887,0.00041746962],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.013442324,0.0002892883,0.0004637766,0.0010571384,0.0012835532,0.28378084,0.002935701,0.00025268467,0.0038375398],"category_scores_gemma":[0.020923542,0.00025219683,0.00035193516,0.0003053356,0.00016452649,0.4766042,0.0003480308,0.0057589225,0.00012069579],"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":[0.00011793198,0.000407797,0.005636823,0.000060779177,0.00029541654,0.00010793738,0.030552562,0.000010681804,0.00088880927,0.06599844,0.83137214,0.064550646],"study_design_scores_gemma":[0.0009577293,0.00013662118,0.0023851006,0.0003256307,0.00006723693,0.00017539201,0.0036703337,0.00015500443,0.000026031355,0.0014809754,0.99029607,0.000323886],"about_ca_topic_score_codex":0.000086956345,"about_ca_topic_score_gemma":0.00004882962,"teacher_disagreement_score":0.78772706,"about_ca_system_score_codex":0.00028186117,"about_ca_system_score_gemma":0.00012314392,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W2073954718","doi":"10.1353/scp.2007.0032","title":"The Changing College and University Library Market for University Press Books and Journals: 1997–2004","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Academic library; Work (physics); Library science; Academic community; Profit (economics); Sociology; Political science; Management; Economics; Engineering; Computer science","score_opus":0.0345659091901103,"score_gpt":0.21634261795433551,"score_spread":0.18177670876422522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073954718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61248976,0.03630272,0.0023303227,0.08812151,0.0025273368,0.00079376844,0.00051559537,0.00018455616,0.25673446],"genre_scores_gemma":[0.9400962,0.0022526642,0.0024502194,0.0005799921,0.0014343176,2.6031844e-7,0.0000081538965,0.00003745419,0.053140745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856806,0.00025048776,0.00034016152,0.00013593664,0.0003818779,0.0003235071],"domain_scores_gemma":[0.9970892,0.0010239901,0.00060347654,0.00020146235,0.0008333155,0.00024854357],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008156351,0.00012410205,0.00019213618,0.00050443324,0.0026246533,0.037713356,0.00096758024,0.000116594325,0.000019090417],"category_scores_gemma":[0.0013179572,0.00010013922,0.00009598883,0.0001364608,0.00019166755,0.10516992,0.00035138073,0.001376927,1.1947941e-7],"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":[0.0012950428,0.000096781485,0.0052796616,0.000073669114,0.00036229644,0.00012256016,0.030703172,0.0000023155317,0.00007832412,0.5119006,0.41534302,0.034742575],"study_design_scores_gemma":[0.0009543187,0.000081015314,0.0030194058,0.00012764755,0.000057349225,0.00006336874,0.044598702,0.00006286212,0.000012313059,0.0017180592,0.9491826,0.00012234932],"about_ca_topic_score_codex":0.000045121866,"about_ca_topic_score_gemma":0.0001167905,"teacher_disagreement_score":0.5338396,"about_ca_system_score_codex":0.00010081995,"about_ca_system_score_gemma":0.00013599933,"threshold_uncertainty_score":0.9986738},"labels":[],"label_agreement":null},{"id":"W2073992884","doi":"10.3138/jsp.33.4.230","title":"Indexing: A Users' Perspective","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Search engine indexing; Perspective (graphical); Information retrieval; Computer science; Artificial intelligence","score_opus":0.09174836135832885,"score_gpt":0.2505110224273292,"score_spread":0.15876266106900033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073992884","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12560081,0.0076599456,0.00013814916,0.07690398,0.0023237942,0.00012460412,0.000013409614,0.00012539388,0.7871099],"genre_scores_gemma":[0.98896146,0.00011531402,0.00085446093,0.0017820968,0.002063205,0.0000020072591,0.0000025037857,0.000028286098,0.0061906874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974823,0.00028308763,0.00068770867,0.00017340432,0.0010327186,0.00034075137],"domain_scores_gemma":[0.99348253,0.00025236892,0.0008226816,0.00042105062,0.004676274,0.00034508848],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0039422456,0.00016658918,0.00028501998,0.0007587869,0.0006946081,0.12290476,0.0017803349,0.00014885992,0.0027556526],"category_scores_gemma":[0.013447938,0.00014125912,0.00022258275,0.00022025526,0.00013201337,0.23177913,0.00017639117,0.0033746953,0.000047427093],"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":[0.000032481134,0.0002954796,0.0023343544,0.000011170487,0.0001940477,0.000039422812,0.13523996,0.000012668438,0.00015964104,0.593657,0.25907284,0.008950911],"study_design_scores_gemma":[0.0010084952,0.00021186954,0.0011803891,0.00014841212,0.000059433372,0.00011458698,0.042369828,0.00016468941,0.000020880565,0.017974416,0.9364707,0.00027628648],"about_ca_topic_score_codex":0.00024378338,"about_ca_topic_score_gemma":0.000107089574,"teacher_disagreement_score":0.86336064,"about_ca_system_score_codex":0.00038564813,"about_ca_system_score_gemma":0.0001225085,"threshold_uncertainty_score":0.99892455},"labels":[],"label_agreement":null},{"id":"W2074554562","doi":"10.5210/fm.v12i10.1996","title":"Transitioning to open access (OA)","year":2007,"lang":"en","type":"article","venue":"First Monday","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Task (project management); Task force; Open access publishing; Political science; Key (lock); Variety (cybernetics); Scholarly communication; Work (physics); World Wide Web; Public relations; Management; Computer science; Public administration; Engineering; Law; Economics","score_opus":0.1344216272222965,"score_gpt":0.35976013079235925,"score_spread":0.22533850357006274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074554562","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46600652,0.0001080872,0.0016862213,0.0201588,0.00066677755,0.0003243901,0.000031904754,0.00017747673,0.5108398],"genre_scores_gemma":[0.98927134,0.0000030339947,0.0004430636,0.0014156807,0.00025542814,0.000016857344,0.000041219228,0.00001253812,0.008540829],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993616,0.00002534524,0.00016082465,0.00013958405,0.00012997902,0.00018267178],"domain_scores_gemma":[0.9992199,0.00007723002,0.00003919378,0.000475423,0.00009850939,0.00008973135],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079968176,0.00007195252,0.00008922452,0.000105470965,0.0007806445,0.006403977,0.002151784,0.000028091594,0.0014077931],"category_scores_gemma":[0.00010557437,0.000067604524,0.000030296225,0.00007324723,0.000031673102,0.0035382297,0.00053097,0.00016382773,0.00018899419],"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":[0.00007162596,0.00014933068,0.0012703125,0.000019182262,0.00003355129,0.000009054278,0.61302966,0.00007056158,0.00009954725,0.10634543,0.25943714,0.01946458],"study_design_scores_gemma":[0.00014144738,0.000025013152,0.004871195,0.000026784655,0.000004837175,7.6765974e-7,0.0005926877,0.000024141287,0.00012235162,0.0010984617,0.9929833,0.00010903817],"about_ca_topic_score_codex":0.0012971828,"about_ca_topic_score_gemma":0.0021412892,"teacher_disagreement_score":0.73354614,"about_ca_system_score_codex":0.000040386774,"about_ca_system_score_gemma":0.000017603035,"threshold_uncertainty_score":0.99950504},"labels":[],"label_agreement":null},{"id":"W2083253814","doi":"10.1145/584955.584983","title":"Creating a massive master index for HTML and print","year":2002,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Craft; Index (typography); Computer science; USable; Information retrieval; World Wide Web; Visual arts; Art","score_opus":0.09241133579864794,"score_gpt":0.23661928125085796,"score_spread":0.14420794545221002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083253814","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14259449,0.00021347574,0.0008836413,0.0041897665,0.000097221404,0.00019730524,0.0000072874423,0.00009199598,0.8517248],"genre_scores_gemma":[0.94544965,0.000008169657,0.00067656557,0.00032380497,0.00012091572,0.000025379146,0.0000037312973,0.000005869461,0.053385936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996739,0.000017721357,0.000090730944,0.00008029535,0.00005069722,0.00008667006],"domain_scores_gemma":[0.9996523,0.000081455226,0.00003417543,0.00013910592,0.00006609754,0.000026812757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012182633,0.000047218906,0.000055753928,0.00003446385,0.0002824038,0.0009721982,0.000092420334,0.000020040592,0.0011488779],"category_scores_gemma":[0.000072828865,0.00003648673,0.000019558185,0.0000077279965,0.000039958944,0.0005930747,0.00004614701,0.00007864252,0.000013997888],"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":[0.000009190082,0.000061967236,0.003433485,0.000026602554,0.000029091832,4.1016304e-7,0.06393387,0.0000026663336,0.00004439029,0.87579894,0.01704906,0.039610304],"study_design_scores_gemma":[0.00072921795,0.000103775325,0.002872009,0.000038759597,0.000015866011,0.0000018958035,0.009421006,0.02377134,0.000041014955,0.00996574,0.95281494,0.00022446449],"about_ca_topic_score_codex":0.00008481435,"about_ca_topic_score_gemma":0.00020653741,"teacher_disagreement_score":0.93576586,"about_ca_system_score_codex":0.000008854785,"about_ca_system_score_gemma":0.0000023740147,"threshold_uncertainty_score":0.9997642},"labels":[],"label_agreement":null},{"id":"W2083450127","doi":"10.3138/jsp.33.2.75","title":"Basic Advice for Novice Authors","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Advice (programming); Publication; Library science; Public relations; Sociology; Political science; Computer science; Law","score_opus":0.08618037123966439,"score_gpt":0.2560323911885349,"score_spread":0.1698520199488705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083450127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32616085,0.010165172,0.0016064027,0.16425952,0.008842985,0.0006007014,0.000117647294,0.00043682393,0.4878099],"genre_scores_gemma":[0.976378,0.00008936689,0.004979428,0.0028161488,0.0028396186,0.000010148316,0.000013933189,0.000048944526,0.012824365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746585,0.00022386684,0.00090288057,0.00019088127,0.0008524323,0.00036407672],"domain_scores_gemma":[0.9936461,0.00055835437,0.0009929605,0.00045484398,0.004074251,0.00027348066],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00598283,0.00018171474,0.00031396226,0.00062430627,0.0008922159,0.10396881,0.0019653542,0.00017965853,0.00079233974],"category_scores_gemma":[0.009382243,0.00015636634,0.00027407872,0.00019876302,0.00008326834,0.19609913,0.00012940964,0.0023731524,0.00003271645],"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":[0.00006866209,0.00031974507,0.0018479062,0.000061654195,0.00018125786,0.000009155225,0.038552362,0.000023928553,0.0002813534,0.18542185,0.72567457,0.047557537],"study_design_scores_gemma":[0.0009637612,0.00018804407,0.00048692207,0.000119902965,0.00006751705,0.000049906583,0.0039741807,0.00061988714,0.000016296917,0.005469656,0.9878357,0.00020821432],"about_ca_topic_score_codex":0.00013487598,"about_ca_topic_score_gemma":0.00014300978,"teacher_disagreement_score":0.6502172,"about_ca_system_score_codex":0.00015646896,"about_ca_system_score_gemma":0.00008387505,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W2086506188","doi":"10.1353/vpr.2007.0013","title":"\"Becoming a Victorian Reader\": The Serial Reading Process in the Modern Classroom","year":2006,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly 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":"Reading (process); Process (computing); Computer science; Literature; History; Art; Linguistics; Philosophy; Programming language","score_opus":0.03737284768271766,"score_gpt":0.2799248572171692,"score_spread":0.24255200953445155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086506188","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12557009,0.20121488,0.00016687554,0.21337214,0.008001127,0.00580689,0.00015156234,0.00085061777,0.44486582],"genre_scores_gemma":[0.9874327,0.0035255253,0.000046555815,0.0032588681,0.004255836,0.00030496577,0.00008975858,0.00003824742,0.0010475426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972222,0.0007978773,0.0007345778,0.00031259382,0.0005349811,0.00039776822],"domain_scores_gemma":[0.99827147,0.00030805546,0.0002621742,0.00094727747,0.00015384139,0.000057159483],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026467964,0.00024836496,0.00041098587,0.000072667186,0.0010974335,0.0027480456,0.001484377,0.00009494234,0.0003805441],"category_scores_gemma":[0.0005044516,0.00013784619,0.00015632872,0.0002342756,0.00022961412,0.0009861874,0.00008479102,0.0007590524,0.0000748175],"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":[0.000050620663,0.0005897954,0.0021028102,0.0025913704,0.000081015816,0.000028290278,0.33112583,0.000019034967,0.0001606005,0.58097166,0.06927033,0.013008646],"study_design_scores_gemma":[0.00023105304,0.00002281287,0.0003072057,0.001271733,0.00004506294,0.000008935886,0.0009691889,0.00009103149,0.0000025930194,0.0077492935,0.9890973,0.0002037654],"about_ca_topic_score_codex":0.00037108597,"about_ca_topic_score_gemma":0.002179813,"teacher_disagreement_score":0.919827,"about_ca_system_score_codex":0.000088152956,"about_ca_system_score_gemma":0.00014361281,"threshold_uncertainty_score":0.9982872},"labels":[],"label_agreement":null},{"id":"W2087636402","doi":"10.3138/jsp.32.4.182","title":"The Characteristics of the Ideal Acquisition Editor","year":2001,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":true,"ca_institutions":"","funders":"","keywords":"Honour; Ideal (ethics); Publishing; Management; Sociology; Media studies; Library science; Political science; Law; Computer science; Economics","score_opus":0.028654203206882965,"score_gpt":0.232992741761231,"score_spread":0.20433853855434803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087636402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8704154,0.0024610169,0.000104046136,0.068678044,0.02034649,0.00015918163,0.000029735915,0.00003516393,0.03777094],"genre_scores_gemma":[0.9859661,0.00024065499,0.000087664775,0.00063535763,0.011590309,0.0000018068326,0.0000046174964,0.0000149967655,0.0014584846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973964,0.00037773146,0.0008507928,0.00008655871,0.0010717575,0.00021672601],"domain_scores_gemma":[0.99416846,0.0004930354,0.0014920937,0.00051862944,0.003234962,0.00009279289],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00608282,0.000111747475,0.0001984688,0.00014871673,0.0013189068,0.05668523,0.0023365149,0.00010581113,0.0000838581],"category_scores_gemma":[0.0056407107,0.000060480168,0.0002067091,0.00016544758,0.00020501627,0.06812137,0.00023463287,0.0020514654,0.0000041907574],"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":[0.00025148565,0.000263723,0.048087414,0.0000305922,0.00025304977,0.000010359226,0.023407893,0.000008356275,0.0015650009,0.25186414,0.61578625,0.058471743],"study_design_scores_gemma":[0.00032175914,0.000069566595,0.05885306,0.00013364412,0.000040901257,0.00004079667,0.0029786923,0.000023163571,0.000031044296,0.005752348,0.9316672,0.00008780906],"about_ca_topic_score_codex":0.00012888518,"about_ca_topic_score_gemma":0.00008373126,"teacher_disagreement_score":0.31588095,"about_ca_system_score_codex":0.0001042388,"about_ca_system_score_gemma":0.00019659924,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W2089389885","doi":"10.3138/jsp.33.4.189","title":"Scholarly Book Publishing in Australia: The Impact of the Last Decade","year":2002,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Per capita; Liberian dollar; Population; Economy; Australian population; Geography; Economics; Political science; Agricultural economics; Economic history; Demography; Sociology; Law; Finance","score_opus":0.09758395127499822,"score_gpt":0.2848332862125782,"score_spread":0.18724933493757998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089389885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90951866,0.006876039,0.000013159657,0.03818442,0.0013329134,0.00026608942,0.000037293437,0.00003560499,0.04373582],"genre_scores_gemma":[0.9937473,0.00017568932,0.000128801,0.0010485834,0.0011805479,0.000005923375,0.000004432895,0.000039497227,0.0036692335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943368,0.0011858209,0.0016808797,0.00026210424,0.001926224,0.000608173],"domain_scores_gemma":[0.992206,0.0007580911,0.0020898387,0.0011497282,0.0035488177,0.0002475404],"candidate_categories":["metaresearch","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0115437275,0.00031926442,0.00051458844,0.00089612365,0.0009797161,0.22225662,0.0064008604,0.00034649795,0.0010062956],"category_scores_gemma":[0.020053945,0.00017626301,0.0006843668,0.00085252157,0.00036061386,0.41829878,0.00062452914,0.009692171,0.000015583008],"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":[0.00009198549,0.00075259246,0.18371285,0.00004760116,0.00049658713,0.0000308907,0.08310565,0.0006870286,0.0013260888,0.051442277,0.66787773,0.010428676],"study_design_scores_gemma":[0.0038939402,0.00053943443,0.47135156,0.0014650528,0.00019135118,0.0003392604,0.015380841,0.0005183891,0.00018895103,0.014018212,0.4912959,0.00081708655],"about_ca_topic_score_codex":0.0030563534,"about_ca_topic_score_gemma":0.0010820798,"teacher_disagreement_score":0.28763872,"about_ca_system_score_codex":0.00056760706,"about_ca_system_score_gemma":0.00029106598,"threshold_uncertainty_score":0.9999069},"labels":[],"label_agreement":null},{"id":"W2092602826","doi":"10.1353/scp.2005.0012","title":"The Thesis and the Book: A Guide for First-Time Academic Authors (review)","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Subtitle; Advice (programming); Publication; Audience measurement; Sociology; Media studies; Library science; Art history; History; Art; Computer science; Philosophy; Linguistics; Law; Literature; Political science","score_opus":0.035564443381154186,"score_gpt":0.26700158151896297,"score_spread":0.23143713813780878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092602826","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053508016,0.3376354,0.0000698649,0.6319843,0.0005712802,0.00045211535,0.000014223659,0.00004201584,0.023880018],"genre_scores_gemma":[0.32568064,0.39123926,0.0063744783,0.1129336,0.021662815,0.00031022463,0.000036098485,0.0002607565,0.14150214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971405,0.0005267214,0.0011047578,0.0001523618,0.0007494991,0.00032610848],"domain_scores_gemma":[0.9931715,0.003136685,0.0011657861,0.00050497695,0.0018589204,0.0001621469],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.025180722,0.00017478532,0.00035333357,0.00015393445,0.0025441763,0.050029792,0.0024964788,0.000140105,0.00009850794],"category_scores_gemma":[0.023964426,0.0000871861,0.00027939025,0.00009879521,0.0003451847,0.08546861,0.00024517035,0.0029025385,0.000010497251],"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":[0.00008172824,0.000016136255,0.000058103476,0.000035222783,0.00010425801,4.5728888e-7,0.006856236,0.000004195539,0.000014528334,0.093794934,0.8549722,0.044062026],"study_design_scores_gemma":[0.00095855637,0.000042843847,0.00023381527,0.00051497645,0.00013683722,0.00003862352,0.0011649203,0.00022744326,0.000005212647,0.0059921965,0.99056655,0.00011801535],"about_ca_topic_score_codex":0.00005103056,"about_ca_topic_score_gemma":0.00012519163,"teacher_disagreement_score":0.5190507,"about_ca_system_score_codex":0.00011422541,"about_ca_system_score_gemma":0.00015388642,"threshold_uncertainty_score":0.9993978},"labels":[],"label_agreement":null},{"id":"W2093959383","doi":"10.1353/scp.0.0091","title":"Creating a Consolidated Online Catalogue for the University Press Community","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Scale (ratio); Library science; Business; World Wide Web; Computer science; Geography","score_opus":0.08000514333204856,"score_gpt":0.26109239108350046,"score_spread":0.1810872477514519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093959383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952801,0.0005867098,0.0006196472,0.01900622,0.0021910968,0.00029074916,0.00048726713,0.00008943192,0.023927871],"genre_scores_gemma":[0.9945175,0.000039343693,0.0019496871,0.0005120265,0.0011334458,0.0000012883145,0.00013269878,0.000019394407,0.0016946098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982587,0.0004992379,0.0004821485,0.00009576239,0.00042988788,0.00023427118],"domain_scores_gemma":[0.992353,0.0023097438,0.0008217165,0.00064315106,0.0037211706,0.0001511926],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007444139,0.0001340609,0.00022533692,0.00020648846,0.0030848666,0.048947375,0.0029484085,0.00014918487,0.00005035038],"category_scores_gemma":[0.012352559,0.00009655366,0.00017250939,0.000108643246,0.00026637033,0.083171286,0.0003141859,0.006551855,0.0000010068624],"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":[0.0005072137,0.0012292885,0.0041890037,0.000106880674,0.0007705046,0.000018909235,0.14229913,0.00007189718,0.0051349658,0.59319955,0.22517245,0.027300186],"study_design_scores_gemma":[0.0009720838,0.00010757565,0.0042176116,0.000070576716,0.000117106836,0.00004595924,0.030961828,0.00033713525,0.000059941845,0.0010101108,0.9619537,0.00014639071],"about_ca_topic_score_codex":0.0036481614,"about_ca_topic_score_gemma":0.00449356,"teacher_disagreement_score":0.73678124,"about_ca_system_score_codex":0.00007607,"about_ca_system_score_gemma":0.00022860525,"threshold_uncertainty_score":0.998213},"labels":[],"label_agreement":null},{"id":"W2095153281","doi":"10.1087/20120407","title":"Article and book reading patterns of scholars: findings for publishers","year":2012,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Studies","funders":"","keywords":"Reading (process); Library science; Academic library; Scholarly communication; Value (mathematics); Humanism; Work (physics); Media studies; Discipline; Sociology; Publishing; Computer science; Political science; Social science; Law; Engineering","score_opus":0.06117438188012286,"score_gpt":0.2670039770478111,"score_spread":0.20582959516768823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095153281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513632,0.0013714138,0.00027794897,0.00818204,0.00061976153,0.0002698358,0.00003784784,0.00016822592,0.037709698],"genre_scores_gemma":[0.99403054,0.000021081314,0.00055941736,0.0009193568,0.0004838846,0.000032474203,0.00006909108,0.00003087475,0.0038532994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986316,0.0001174494,0.00033774078,0.00020154435,0.0002586939,0.0004529607],"domain_scores_gemma":[0.9985975,0.0003855783,0.00017659235,0.00038559316,0.00028075604,0.00017398372],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002738004,0.0001327066,0.00019561283,0.0002251148,0.0004958487,0.0135237,0.0004897932,0.000109241446,0.0003139308],"category_scores_gemma":[0.0029014132,0.00012720592,0.00007478614,0.000076005825,0.00008451106,0.056398194,0.0001749972,0.00054128375,0.000005701945],"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":[0.000060678296,0.00019847826,0.13815126,0.00020323579,0.00011770467,3.6972392e-7,0.10327544,0.000004352358,0.001711507,0.660787,0.07127764,0.024212332],"study_design_scores_gemma":[0.0009207394,0.0000658777,0.014798375,0.0001435911,0.000052686333,0.0000042444613,0.01755827,0.00017783401,0.0009161755,0.002996044,0.9620252,0.00034096226],"about_ca_topic_score_codex":0.0004884321,"about_ca_topic_score_gemma":0.000074588716,"teacher_disagreement_score":0.89074755,"about_ca_system_score_codex":0.00004998338,"about_ca_system_score_gemma":0.000029119361,"threshold_uncertainty_score":0.98750037},"labels":[],"label_agreement":null},{"id":"W2095443512","doi":"10.1080/00049670.2011.10722600","title":"<i>Index It Right! Advice from the Experts, Volume 2.</i>Ed. by Janet Perlman and Enid L. Zafran. Medford, NJ: Information Today in association with the American Society of Indexers, 2010. 170 pp. A$40.00 (A$32.00 ASI members) soft cover ISBN 9781573873963","year":2011,"lang":"en","type":"article","venue":"The Australian Library Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Advice (programming); Index (typography); Volume (thermodynamics); Cover (algebra); Association (psychology); Library science; Management; Engineering; Psychology; Computer science; World Wide Web; Physics; Economics; Mechanical engineering","score_opus":0.01678444859157707,"score_gpt":0.20005970164542844,"score_spread":0.18327525305385137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095443512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8909909,0.0014682952,0.000053184653,0.08734099,0.00041907525,0.0005334933,0.00041591545,0.00010906767,0.018669065],"genre_scores_gemma":[0.97911596,0.0016633947,0.0001992289,0.0053671766,0.00041908043,0.000017885128,0.00019419541,0.00003270117,0.012990377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773616,0.0005897662,0.0005658264,0.00015294409,0.0005888431,0.0003664893],"domain_scores_gemma":[0.99779946,0.0003633786,0.0010895629,0.000514469,0.00012488713,0.000108246044],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011870255,0.0002532114,0.00029460748,0.000053402295,0.0008937898,0.0018851513,0.0011698032,0.000109695735,0.0028148447],"category_scores_gemma":[0.00003317358,0.0001313338,0.00012934656,0.00015749877,0.0004994253,0.009074341,0.00014176815,0.0012132473,0.00002236559],"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":[0.00017587445,0.000048429127,0.04169731,0.000005431274,0.00014614896,6.9337534e-7,0.068080194,0.00001650993,0.000017758552,0.00041889702,0.88859403,0.00079869723],"study_design_scores_gemma":[0.00076275476,0.00014345194,0.064982176,0.00007739524,0.000062301464,0.000015265296,0.045482274,0.00032363803,0.00007161639,0.0004922921,0.8873403,0.0002465484],"about_ca_topic_score_codex":0.0044296966,"about_ca_topic_score_gemma":0.0003250399,"teacher_disagreement_score":0.08812504,"about_ca_system_score_codex":0.00007118854,"about_ca_system_score_gemma":0.000118648466,"threshold_uncertainty_score":0.999151},"labels":[],"label_agreement":null},{"id":"W2097417924","doi":"10.25071/1916-4467.36283","title":"Book Reivew: Despite This Loss","year":2012,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Publishing and Scholarly Communication","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 Ottawa; Memorial University of Newfoundland","funders":"","keywords":"History","score_opus":0.0381203841262779,"score_gpt":0.2679180292912816,"score_spread":0.22979764516500373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097417924","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20076407,0.2269564,0.000013757172,0.35479495,0.03877646,0.0014606835,0.0004448133,0.00010593387,0.17668292],"genre_scores_gemma":[0.9448336,0.00044609333,0.000053658863,0.0034675524,0.0018334669,0.0000105853,0.0000032154358,0.000012726631,0.049339104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895775,0.0001404534,0.00030805802,0.00004336136,0.00027473463,0.00027563586],"domain_scores_gemma":[0.9975418,0.00018441185,0.00077003834,0.00013831261,0.0012344795,0.0001309539],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018217805,0.000083314706,0.00017941896,0.00012181299,0.0013447842,0.00036605482,0.0003593902,0.0000502829,0.000091063404],"category_scores_gemma":[0.002352405,0.000054152195,0.00020502288,0.0000562025,0.00005716655,0.0013970488,0.00003447272,0.00028529923,0.00001616223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015373303,0.00002058912,0.036703702,0.000006837107,0.00024490553,1.6747526e-7,0.017473212,0.0000019267036,0.0000010150295,0.021345405,0.92408144,0.00011923427],"study_design_scores_gemma":[0.00018782745,0.000022242042,0.00513745,0.000039931743,0.00009746215,0.0000027891003,0.0022934068,0.0000043219,0.000005186859,0.0009935516,0.9911394,0.00007642264],"about_ca_topic_score_codex":0.004532642,"about_ca_topic_score_gemma":0.11471257,"teacher_disagreement_score":0.7440695,"about_ca_system_score_codex":0.0016535859,"about_ca_system_score_gemma":0.00016604205,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W209940661","doi":"","title":"Making over the Desktop and Printing System at Dalhousie.","year":2004,"lang":"en","type":"article","venue":"Computers in libraries","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Troubleshooting; Computer science; World Wide Web; Multimedia; Operating system","score_opus":0.04886617643047533,"score_gpt":0.2299851438389777,"score_spread":0.18111896740850236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W209940661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548572,0.0010762925,0.00060649315,0.0019102949,0.0006609067,0.00012316827,0.0000021899898,0.00019695025,0.040566508],"genre_scores_gemma":[0.99728215,0.000006601674,0.0019683717,0.00035937133,0.00019965242,0.0000061023707,0.0000037331176,0.000009777436,0.00016422126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994259,0.00006915479,0.00015818472,0.00012357361,0.00009000904,0.00013316378],"domain_scores_gemma":[0.9994748,0.00015187335,0.00006748295,0.00027286616,0.00001534015,0.00001760156],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00023600073,0.000079697245,0.00009434789,0.000058386333,0.000614725,0.002261477,0.00035375718,0.000027160886,0.000013011889],"category_scores_gemma":[0.00002721027,0.000057512312,0.000021825748,0.000038672748,0.00021193377,0.0014533013,0.00046330073,0.00017903413,0.000005452863],"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":[0.000004514301,0.00000792057,0.004510372,0.000030504725,0.000007659046,0.000002427929,0.04475847,0.00007359625,0.0000025931733,0.9484315,0.000393493,0.0017769324],"study_design_scores_gemma":[0.0022916629,0.00010924572,0.23845874,0.002211041,0.00003917803,0.0000714234,0.026404314,0.007530407,0.000120269004,0.06772923,0.6540761,0.0009584031],"about_ca_topic_score_codex":0.00007142868,"about_ca_topic_score_gemma":0.00015148144,"teacher_disagreement_score":0.8807023,"about_ca_system_score_codex":0.00004346734,"about_ca_system_score_gemma":0.000021706619,"threshold_uncertainty_score":0.9987743},"labels":[],"label_agreement":null},{"id":"W2112095079","doi":"10.37119/ojs2014.v20i2.165","title":"Life and Mortality: A Teacher's Awakening","year":2014,"lang":"en","type":"article","venue":"in education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Terminally ill; Realm; Face (sociological concept); Poetry; Psychology; Pedagogy; History; Sociology; Medicine; Literature; Nursing; Social science; Art; Palliative care","score_opus":0.045726862643828504,"score_gpt":0.2855900580525324,"score_spread":0.2398631954087039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112095079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89978683,0.00031307936,0.000010259175,0.0022353188,0.00033766904,0.00003885428,3.614323e-7,0.000028172148,0.09724945],"genre_scores_gemma":[0.9976228,0.0000135058235,0.00008573626,0.000523419,0.00039381246,0.000018512506,0.000015983163,0.0000047147764,0.0013215151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996228,0.0000828923,0.000099729186,0.0000772215,0.000056252928,0.00006106048],"domain_scores_gemma":[0.99967515,0.000039863407,0.000037686274,0.00016701297,0.000036612404,0.000043693075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004427116,0.00003809751,0.00004910493,0.00006744294,0.000108497,0.0004429967,0.00008705862,0.000020513424,0.00007151593],"category_scores_gemma":[0.0004768823,0.000037195325,0.000008315201,0.000020754263,0.00003566581,0.0005877457,0.000017782171,0.000120043456,0.000010782475],"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":[0.0000029301125,0.00022304918,0.20144871,0.000021038117,0.000009363859,4.310791e-8,0.08613503,0.0000037368775,0.00003685382,0.5763739,0.014800952,0.120944425],"study_design_scores_gemma":[0.00015042083,0.000019665418,0.20388436,0.000044687597,0.000008220636,7.1911245e-7,0.010537544,0.00092706044,0.0000039472134,0.024576603,0.75971264,0.00013415818],"about_ca_topic_score_codex":0.0013076552,"about_ca_topic_score_gemma":0.001152774,"teacher_disagreement_score":0.7449117,"about_ca_system_score_codex":0.000019112209,"about_ca_system_score_gemma":0.00007418219,"threshold_uncertainty_score":0.42718273},"labels":[],"label_agreement":null},{"id":"W2112341358","doi":"10.1108/jd-10-2013-0133","title":"Beyond traditional publishing models","year":2015,"lang":"en","type":"article","venue":"Journal of Documentation","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Publishing; Timeline; Originality; Audience measurement; Publicity; Scholarly communication; Sociology; Product (mathematics); Electronic publishing; Process (computing); Computer science; Library science; World Wide Web; The Internet; Social science; History; Political science; Qualitative research; Law","score_opus":0.1789991944869216,"score_gpt":0.28273827787485295,"score_spread":0.10373908338793136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112341358","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39308035,0.0008925746,0.002694917,0.019840365,0.0025619878,0.000112519956,0.000021949012,0.000045765104,0.5807496],"genre_scores_gemma":[0.9964548,0.000015127755,0.0012706928,0.00043116816,0.00095706736,0.000001638134,0.000042688214,0.0000065793965,0.0008202349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989694,0.000097575976,0.0003363928,0.000046734578,0.000473179,0.00007671425],"domain_scores_gemma":[0.9987118,0.000062897765,0.00036256234,0.00008906713,0.00067728985,0.00009635314],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001197598,0.000053596275,0.0000888683,0.00016677634,0.0001284815,0.003720309,0.0002637037,0.000025968278,0.00022798273],"category_scores_gemma":[0.0001810753,0.00004555036,0.000055285764,0.000037288064,0.000036865193,0.025515174,0.000016794258,0.00025626307,0.000010191736],"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":[0.000034883575,0.000079271296,0.00008788867,0.0000032742823,0.000033042837,0.0000024637673,0.035860587,0.0007602285,0.00003716883,0.840519,0.118062764,0.004519392],"study_design_scores_gemma":[0.0012761145,0.00021275994,0.00024265487,0.00003362012,0.000037524325,0.00004353842,0.014146222,0.0012308527,0.000049290913,0.9215463,0.06106907,0.00011207996],"about_ca_topic_score_codex":0.00006401425,"about_ca_topic_score_gemma":0.000038672573,"teacher_disagreement_score":0.6033744,"about_ca_system_score_codex":0.000113683,"about_ca_system_score_gemma":0.00011563961,"threshold_uncertainty_score":0.9973139},"labels":[],"label_agreement":null},{"id":"W2112455984","doi":"10.3138/jsp.35.2.118","title":"The Transom: ‘De Libris Incognitis’","year":2004,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03897716175432919,"score_gpt":0.2340204860962992,"score_spread":0.19504332434197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112455984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61332124,0.008923032,0.0009929213,0.19190954,0.002767026,0.00017066958,0.000021276996,0.00013491421,0.18175937],"genre_scores_gemma":[0.9935304,0.0003807822,0.0011524291,0.0016057568,0.0019141593,0.000003444134,0.000004618551,0.000027642247,0.0013807642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763966,0.00029030177,0.000724828,0.00011707092,0.0008658445,0.00036232502],"domain_scores_gemma":[0.9963175,0.00041181978,0.0006209778,0.00037632263,0.002045557,0.00022780948],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0072070654,0.0001414634,0.00020135715,0.00027752735,0.0016061426,0.17064416,0.0021984472,0.00012869279,0.00008087497],"category_scores_gemma":[0.005611223,0.00009631163,0.00021280287,0.0001600652,0.000192499,0.15622678,0.000112460024,0.003159501,0.000016170625],"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":[0.00014189037,0.00027673243,0.0020919142,0.000024374156,0.00028591134,0.000074521005,0.08993961,0.00011237916,0.0007958985,0.74981487,0.06454994,0.09189198],"study_design_scores_gemma":[0.0012396311,0.00016472637,0.0026278018,0.0001880919,0.0000530859,0.0001659531,0.009885538,0.000008909052,0.00013243672,0.102847375,0.88250464,0.00018182695],"about_ca_topic_score_codex":0.0004085967,"about_ca_topic_score_gemma":0.0003733739,"teacher_disagreement_score":0.81795466,"about_ca_system_score_codex":0.00024958397,"about_ca_system_score_gemma":0.0005414372,"threshold_uncertainty_score":0.99969363},"labels":[],"label_agreement":null},{"id":"W2114232665","doi":"10.18438/b8sg8r","title":"An Evidence Based Checklist for the Peer Review of Electronic Search Strategies (PRESS EBC)","year":2010,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":205,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Medical Library Association","keywords":"Checklist; Computer science; Peer review; Information retrieval; World Wide Web; Library science; Psychology; Political science","score_opus":0.05456863726662404,"score_gpt":0.32017464146483915,"score_spread":0.2656060041982151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114232665","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008419442,0.06243559,0.007249462,0.8819899,0.000740018,0.002721514,0.00016123327,0.0003625554,0.035920314],"genre_scores_gemma":[0.9144095,0.024260422,0.0022213026,0.05741018,0.0002946933,0.00020618993,0.0002715808,0.000016844593,0.000909252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983686,0.00037849715,0.00044100167,0.00011760768,0.0005074994,0.00018676925],"domain_scores_gemma":[0.9927133,0.005319852,0.00039962443,0.0006718788,0.00082981325,0.00006554241],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004701252,0.00011900364,0.00013552757,0.000077469405,0.0005535219,0.0033640796,0.0007568892,0.00005482418,0.00052512554],"category_scores_gemma":[0.0065622283,0.000084026135,0.000056878718,0.00010310856,0.00019518519,0.35457072,0.00005483759,0.0006376512,0.000006901192],"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":[0.00025331377,0.000048176043,0.00002284525,0.0016881644,0.0000148043355,9.824601e-8,0.0014977418,0.00006978235,0.00014549235,0.97555554,0.012695728,0.008008305],"study_design_scores_gemma":[0.00015865792,0.00022087495,0.00035005112,0.0018625786,0.000060146533,0.000002105662,0.002086301,0.011749539,0.0007662993,0.0002138866,0.9824031,0.00012647803],"about_ca_topic_score_codex":0.00010697581,"about_ca_topic_score_gemma":0.0000035971905,"teacher_disagreement_score":0.9753417,"about_ca_system_score_codex":0.0000071498844,"about_ca_system_score_gemma":0.0006520023,"threshold_uncertainty_score":0.99767053},"labels":[],"label_agreement":null},{"id":"W2120267460","doi":"","title":"New frontiers in Open Access for Collection Development: Perspectives from Canadian research libraries","year":2013,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Guelph","funders":"","keywords":"Scholarship; Collection development; Scholarly communication; Context (archaeology); Globe; Public relations; Political science; Library science; Digital scholarship; Publishing; Geography; Computer science; Medicine","score_opus":0.08374040921411972,"score_gpt":0.23823779822559005,"score_spread":0.1544973890114703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120267460","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114874944,0.00026920668,0.00032399409,0.004556402,0.0003604494,0.0012029209,0.0005180947,0.0002463156,0.8776477],"genre_scores_gemma":[0.6251898,0.000046092773,0.005458504,0.000096148826,0.00015352454,0.0000015535404,0.0010546724,0.000033256845,0.36796644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986473,0.00015841129,0.00013245475,0.00043331747,0.00018239021,0.0004461467],"domain_scores_gemma":[0.9988285,0.00022094153,0.00007880046,0.0003479756,0.00013353326,0.00039030774],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00008478692,0.00017174627,0.00021539158,0.001718317,0.00172883,0.014673349,0.0035113469,0.00012629358,0.0011447378],"category_scores_gemma":[0.000051575043,0.00021268737,0.00006966775,0.001017178,0.0002519857,0.04709709,0.0012523406,0.00039844794,0.000069420996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025825715,0.00009592796,0.026966017,0.000008962284,0.00010584079,0.000016803007,0.03330609,0.000005850071,0.0000012328356,0.19499761,0.73862445,0.005612939],"study_design_scores_gemma":[0.00070841255,0.00003647058,0.0058700484,0.00004659336,0.000007727964,1.9457997e-7,0.11630789,0.000035209716,0.000011335852,0.0074059553,0.8693228,0.0002473608],"about_ca_topic_score_codex":0.16148356,"about_ca_topic_score_gemma":0.080857754,"teacher_disagreement_score":0.5103149,"about_ca_system_score_codex":0.0005710006,"about_ca_system_score_gemma":0.0022240349,"threshold_uncertainty_score":0.9997684},"labels":[],"label_agreement":null},{"id":"W2121268485","doi":"10.1353/scp.2006.0012","title":"A System Destabilized: Scholarly Books Today","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Politics; Principal (computer security); Character (mathematics); Scholarly communication; Sociology; Social science; Political science; Media studies; Publishing; Law; Computer science","score_opus":0.03789630717143656,"score_gpt":0.22707425362341702,"score_spread":0.18917794645198044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121268485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5636141,0.006424928,0.0005667778,0.012338984,0.0032571147,0.00025500238,0.000036851976,0.00032381172,0.41318244],"genre_scores_gemma":[0.9883207,0.000021658117,0.0024870036,0.00054366287,0.003498903,0.000008251628,0.00002190192,0.000060838218,0.005037054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99493796,0.0006830955,0.0016783224,0.00030673618,0.0018419063,0.0005519812],"domain_scores_gemma":[0.9906786,0.0004196327,0.0016140378,0.00079883926,0.0061755297,0.00031333254],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010409237,0.00031832862,0.00055939914,0.0010539207,0.0012565036,0.28386864,0.0027927074,0.00029082023,0.00020548141],"category_scores_gemma":[0.004654395,0.00026851715,0.00038906353,0.000280462,0.00018119597,0.34537014,0.00029199716,0.0045040837,0.00004485746],"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":[0.00011190961,0.00028510828,0.009675104,0.00010140501,0.00014122849,0.000090013324,0.007945316,0.000042241154,0.0019487222,0.87422067,0.09894183,0.0064964714],"study_design_scores_gemma":[0.0020096865,0.00026070053,0.0068548312,0.0006781923,0.00014992087,0.0003485934,0.013347137,0.00009287874,0.00018278405,0.013450932,0.96207345,0.00055091805],"about_ca_topic_score_codex":0.0014822696,"about_ca_topic_score_gemma":0.00044042044,"teacher_disagreement_score":0.8631316,"about_ca_system_score_codex":0.000635341,"about_ca_system_score_gemma":0.00046684235,"threshold_uncertainty_score":0.9999767},"labels":[],"label_agreement":null},{"id":"W2125598691","doi":"","title":"The Role of Academic Libraries in Building Open Communities of Scholars","year":2008,"lang":"en","type":"article","venue":"Elpub digital library","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Publishing; Suite; Scholarly communication; Service (business); Library science; Electronic publishing; World Wide Web; Sociology; Computer science; Public relations; Political science; Business; The Internet","score_opus":0.044815922683389416,"score_gpt":0.2356920933360445,"score_spread":0.19087617065265508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125598691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70857114,0.003537002,3.960347e-7,0.0005572652,0.00005145935,0.0001076968,0.00010872569,0.000045045137,0.2870213],"genre_scores_gemma":[0.99663544,0.00037960804,0.00011783176,0.00009133433,0.00005169408,0.000012254989,0.000089206354,0.00001941198,0.002603244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990614,0.00012288605,0.00041169344,0.00007591905,0.00016739126,0.00016071662],"domain_scores_gemma":[0.99875766,0.00050671917,0.0001886556,0.00047428397,0.000036691647,0.000036013178],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002301314,0.00009815836,0.00018508684,0.00011967504,0.00046872871,0.002231421,0.002248071,0.000055478886,0.00007571172],"category_scores_gemma":[0.00011692993,0.000074096904,0.0000530596,0.000108728076,0.0006658969,0.025750918,0.0012464307,0.0005460696,0.000005507907],"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":[0.000059483114,0.000077316705,0.11581267,0.000011762888,0.000023429866,8.471224e-7,0.022188421,0.0000040523178,0.000049739927,0.85040104,0.0030497124,0.008321552],"study_design_scores_gemma":[0.00031481445,0.000070540365,0.017137265,0.0001846833,0.000003824484,0.000004531309,0.02200793,0.00006134062,0.0017775533,0.14405595,0.81419927,0.00018232605],"about_ca_topic_score_codex":0.0001638601,"about_ca_topic_score_gemma":0.00002668041,"teacher_disagreement_score":0.81114954,"about_ca_system_score_codex":0.0000064558853,"about_ca_system_score_gemma":0.00012308559,"threshold_uncertainty_score":0.99880433},"labels":[],"label_agreement":null},{"id":"W2126550737","doi":"10.22230/cjc.2004v29n3a1426","title":"Publishing Trends and Practices in the Scientific Community","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Publishing; Scientific publishing; Library science; Business model; Scientific communication; Sociology; Political science; Media studies; Business; Computer science; Marketing; Law","score_opus":0.12895941585284862,"score_gpt":0.29853680147659256,"score_spread":0.16957738562374394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126550737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8556257,0.0036550704,0.0000074587488,0.07178145,0.00020361226,0.00004911902,0.0000071276313,0.0000062288223,0.06866422],"genre_scores_gemma":[0.9990477,0.000055908153,0.0002368738,0.0004264968,0.000061764855,0.0000021915862,0.000027670449,0.000005179321,0.00013623106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835765,0.0009967512,0.00029914538,0.000044303408,0.00016936625,0.00013275979],"domain_scores_gemma":[0.99781114,0.0003840297,0.0005849399,0.0007648932,0.00034355666,0.00011145862],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0067853075,0.000061437844,0.00009336548,0.0005719994,0.0018810345,0.009510573,0.0018404432,0.000039521794,0.000037719125],"category_scores_gemma":[0.001681329,0.000046653728,0.000031540578,0.00021285843,0.0004566667,0.0066090412,0.0000447488,0.0013587313,0.0000017993274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009132477,0.00009475715,0.004656201,0.000008658602,0.000020397156,0.0000047445847,0.45561215,0.000057145175,0.00001878953,0.5013756,0.007672769,0.030469654],"study_design_scores_gemma":[0.0008249911,0.00010633697,0.0878733,0.00022675666,0.000033923563,0.000113373855,0.08292075,0.000030460611,0.000007260675,0.08127144,0.74642646,0.00016492473],"about_ca_topic_score_codex":0.07761543,"about_ca_topic_score_gemma":0.7396083,"teacher_disagreement_score":0.73875374,"about_ca_system_score_codex":0.0001248741,"about_ca_system_score_gemma":0.0004994064,"threshold_uncertainty_score":0.9994184},"labels":[],"label_agreement":null},{"id":"W2129482933","doi":"","title":"Scholarly publishing : The challenges facing the African university press","year":2012,"lang":"en","type":"article","venue":"Leiden Repository (Leiden University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Queen's University; University of Oxford; York University; Marquette University; Oregon State University; University of North Texas; McGill University; University of Ottawa; University of Notre Dame; Northern Illinois University; University of Oklahoma; Louisiana State University; University of Pittsburgh; Johns Hopkins University; Kent State University; University of Pennsylvania; Michigan State University; College of Engineering, Michigan State University; University of Missouri; University of Minnesota","keywords":"Publishing; State (computer science); Face (sociological concept); Scholarly communication; Purchasing; Reading (process); Media studies; Political science; Library science; Sociology; Business; Law; Social science; Marketing; Computer science","score_opus":0.06435774120683559,"score_gpt":0.18914004852766422,"score_spread":0.12478230732082864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129482933","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13336815,0.0031374071,0.00005548955,0.012813604,0.0011522614,0.0003193882,0.000012828437,0.00031651536,0.8488244],"genre_scores_gemma":[0.9270298,0.00017014588,0.000030720403,0.00014919451,0.0008148307,9.3189965e-7,0.0000057064995,0.000018834837,0.07177986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745774,0.0010871527,0.00019087267,0.00028906058,0.0005023844,0.00047276035],"domain_scores_gemma":[0.9972051,0.00054636976,0.00028372754,0.001124425,0.00066847424,0.00017193743],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001360782,0.00021026429,0.00018097759,0.00022914374,0.0038441487,0.0073216828,0.0029233384,0.00013080295,0.000034661924],"category_scores_gemma":[0.0003929745,0.00015440126,0.00016230358,0.00021367337,0.0004122388,0.028524512,0.00081572094,0.0012002175,0.000022913233],"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":[0.000055792494,0.00010620036,0.0069447104,0.000022617576,0.00020822053,0.00003399493,0.056374215,0.00001780846,0.00017595527,0.922225,0.011740012,0.0020954984],"study_design_scores_gemma":[0.00022336628,0.000023387323,0.01430129,0.000037467005,0.00012043555,0.000016748425,0.06656377,0.000025939542,0.00007363208,0.00012575457,0.9182638,0.00022442472],"about_ca_topic_score_codex":0.0056886487,"about_ca_topic_score_gemma":0.0010687235,"teacher_disagreement_score":0.92209923,"about_ca_system_score_codex":0.00029362782,"about_ca_system_score_gemma":0.000097409145,"threshold_uncertainty_score":0.99745274},"labels":[],"label_agreement":null},{"id":"W2132541216","doi":"10.1007/s40037-015-0177-9","title":"Enlisting the power of the verb","year":2015,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Verb; Computer science; Natural language processing; Linguistics; Mathematics; Medicine; Psychology; Artificial intelligence; Philosophy","score_opus":0.04533029635841358,"score_gpt":0.30297033199749296,"score_spread":0.2576400356390794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132541216","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45952737,0.0011780856,0.000015906022,0.07759553,0.0019056678,0.00014841216,0.0000027493497,0.000037295853,0.459589],"genre_scores_gemma":[0.9964196,0.000012339387,0.000017877632,0.00093705585,0.00040489633,0.000012389838,0.0000027927313,0.0000050660374,0.002187949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99905014,0.00019741812,0.00012146855,0.000089963534,0.00046809783,0.00007289465],"domain_scores_gemma":[0.9989777,0.00016030902,0.00008974004,0.0003827075,0.0003234173,0.00006608032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008880533,0.000050476716,0.000056562236,0.000029949775,0.0002571858,0.0001552418,0.0005203441,0.000029787858,0.00046415225],"category_scores_gemma":[0.006568262,0.00002570564,0.00004043905,0.00005693008,0.0003324992,0.00021996239,0.00005312313,0.0003236627,0.000019309287],"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":[0.0000070331057,0.00022172171,0.00022304601,0.0000018835092,0.0000078524145,2.3516833e-8,0.3738899,0.000001057198,0.0000024164642,0.5944401,0.02768559,0.0035193686],"study_design_scores_gemma":[0.00020068816,0.00007295025,0.006421395,0.00009492754,0.000014461223,0.000002146177,0.6353356,0.00011690886,0.000020253832,0.012932915,0.34470195,0.000085804124],"about_ca_topic_score_codex":0.0004286995,"about_ca_topic_score_gemma":0.000114954,"teacher_disagreement_score":0.5815072,"about_ca_system_score_codex":0.00007935121,"about_ca_system_score_gemma":0.0005901673,"threshold_uncertainty_score":0.78632975},"labels":[],"label_agreement":null},{"id":"W2132912170","doi":"10.1353/scp.2005.0009","title":"A Tale of Two Journals: Comment","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Status quo; Value (mathematics); Reading (process); Product (mathematics); Circulation (fluid dynamics); Field (mathematics); Public relations; Apathy; Morality; Resistance (ecology); Marketing; Business; Psychology; Political science; Law; Computer science; Biology; Ecology; Engineering","score_opus":0.07814171609244194,"score_gpt":0.29716618624386787,"score_spread":0.21902447015142593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132912170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62093735,0.014555391,0.0007080642,0.18802251,0.0020491453,0.00018073109,0.000040213472,0.000069316586,0.17343728],"genre_scores_gemma":[0.989314,0.00017124727,0.0042287307,0.0027773518,0.0024481905,0.0000015929317,0.000005228958,0.000023813865,0.0010298205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965849,0.00036316883,0.0013751212,0.00012308428,0.0012718994,0.00028182002],"domain_scores_gemma":[0.9932934,0.00029731094,0.0018381567,0.00044070595,0.0038898184,0.00024057436],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008869065,0.00016071108,0.00040144907,0.00077412004,0.00045298281,0.05770826,0.0019632247,0.00010019003,0.0008368459],"category_scores_gemma":[0.0035703399,0.00013206014,0.00027409205,0.00018130099,0.0001300579,0.18271874,0.00022447342,0.0027104113,0.000013170841],"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":[0.000151985,0.0011641487,0.011409186,0.00005996558,0.0005274883,0.0000243314,0.071658716,0.0003602928,0.004168377,0.3191723,0.44600737,0.14529584],"study_design_scores_gemma":[0.0015590073,0.00017602887,0.0013516174,0.0003480211,0.000069977454,0.00009927352,0.005286552,0.00011907318,0.00036142324,0.006446612,0.98399585,0.00018657018],"about_ca_topic_score_codex":0.00019511684,"about_ca_topic_score_gemma":0.00017047844,"teacher_disagreement_score":0.5379885,"about_ca_system_score_codex":0.00019869511,"about_ca_system_score_gemma":0.00021868243,"threshold_uncertainty_score":0.9995904},"labels":[],"label_agreement":null},{"id":"W213450235","doi":"","title":"Publishing Fees in Academia","year":2000,"lang":"en","type":"article","venue":"Journal of instructional psychology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Reading (process); Sociology; Public relations; Library science; Social science; Psychology; Political science; Law; Computer science","score_opus":0.05220455754765923,"score_gpt":0.30299141577305666,"score_spread":0.2507868582253974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W213450235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7958147,0.00028863346,0.000004950911,0.019251533,0.0010810769,0.000019832378,0.000003301882,0.000010392121,0.18352559],"genre_scores_gemma":[0.9940729,0.00017712143,0.0007284285,0.0023322648,0.001397346,0.0000012643245,0.0000047533695,0.000007839681,0.0012780444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989058,0.00013526184,0.0005140117,0.00008716275,0.00022368754,0.0001340777],"domain_scores_gemma":[0.9993123,0.0000698765,0.00023168002,0.00013477914,0.00019731137,0.00005406574],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008813358,0.00007026442,0.00015129495,0.00033627733,0.000121479294,0.0005471055,0.0005061504,0.00023364165,0.0042426926],"category_scores_gemma":[0.00012991176,0.00006022203,0.00007081266,0.00008425669,0.0001401873,0.004307518,0.000014899806,0.0023291977,0.00003266263],"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":[0.0003394534,0.00023605801,0.011336096,0.000007079623,0.00007384554,0.00002326278,0.007509711,0.00013157308,0.0001867049,0.3946827,0.112099215,0.47337428],"study_design_scores_gemma":[0.0008339303,0.0000781384,0.07994747,0.000032362695,0.0000051487386,0.00047033417,0.00046606708,0.000010037656,0.0000045951438,0.0342683,0.8838017,0.00008193086],"about_ca_topic_score_codex":0.000056755744,"about_ca_topic_score_gemma":0.000101756676,"teacher_disagreement_score":0.77170247,"about_ca_system_score_codex":0.00005030034,"about_ca_system_score_gemma":0.000051993437,"threshold_uncertainty_score":0.99997246},"labels":[],"label_agreement":null},{"id":"W2139104607","doi":"10.1353/scp.2005.0006","title":"The Promise of Enemies","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nothing; Publishing; Blasphemy; Active listening; Quality (philosophy); Noun; Sociology; Media studies; Law; Political science; Philosophy; Epistemology; Linguistics","score_opus":0.0418873230769127,"score_gpt":0.23854130605255566,"score_spread":0.19665398297564296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139104607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68082345,0.014666066,0.00007308166,0.09828574,0.0015763935,0.00015566958,0.0000132930445,0.00005233765,0.20435399],"genre_scores_gemma":[0.9925573,0.00030639212,0.0011290885,0.0003738217,0.0017333429,0.0000021896271,0.0000021563214,0.000015261225,0.0038804621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772555,0.00024886918,0.0008772591,0.00008561893,0.0008497317,0.00021299806],"domain_scores_gemma":[0.99472624,0.0005206311,0.0011367227,0.0004172116,0.0030853658,0.00011384288],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0073512024,0.0001081423,0.00021436458,0.00025477997,0.00078967755,0.06526087,0.0019808908,0.00008450504,0.000106128806],"category_scores_gemma":[0.007074132,0.000067556895,0.0001728346,0.00011110972,0.00019321693,0.13389896,0.00016455639,0.0017686496,0.000006582916],"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":[0.00014673208,0.00025804213,0.0036524471,0.000032125794,0.00024959169,0.000004225936,0.052612048,0.000058097005,0.0018690582,0.54931086,0.19305706,0.19874969],"study_design_scores_gemma":[0.000436749,0.00008521145,0.001504635,0.00009866556,0.000030223842,0.000022264652,0.0054880595,0.000036736667,0.000334725,0.005200431,0.98667026,0.00009206655],"about_ca_topic_score_codex":0.00007482465,"about_ca_topic_score_gemma":0.00022229164,"teacher_disagreement_score":0.7936132,"about_ca_system_score_codex":0.00009657116,"about_ca_system_score_gemma":0.00021701398,"threshold_uncertainty_score":0.9357095},"labels":[],"label_agreement":null},{"id":"W2154781321","doi":"10.3138/jsp.47.1.01","title":"Academic Libraries and the Economics of Scholarly Publishing in the Twenty-First Century: Portfolio Theory, Product Differentiation, Economic Rent, Perfect Price Discrimination, and the Cost of Prestige","year":2015,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Portfolio; Prestige; Economics; Product (mathematics); Product differentiation; Sociology; Financial economics; Political science; Law; Microeconomics","score_opus":0.04806720215392401,"score_gpt":0.24004356695401555,"score_spread":0.19197636480009153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154781321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8760166,0.020792592,0.00007149501,0.089350216,0.0009782524,0.0008133428,0.000052233117,0.00001967956,0.011905599],"genre_scores_gemma":[0.995139,0.003186284,0.0001135257,0.00055849063,0.00075093453,0.000024728693,0.00003156805,0.000028483662,0.00016699843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945819,0.0023140716,0.0017158936,0.0003007514,0.00076405273,0.000323378],"domain_scores_gemma":[0.99157876,0.0027176007,0.0029344312,0.00076099206,0.0018450826,0.00016314592],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.034970883,0.00026726024,0.0006077546,0.0006028882,0.00082694803,0.11133311,0.0031028057,0.00018952576,0.000023397331],"category_scores_gemma":[0.027109455,0.00014238633,0.00016084849,0.00022525508,0.0012121907,0.23647639,0.0006445365,0.0039336565,5.3423037e-7],"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":[0.0005998863,0.00007568423,0.038132597,0.000057241803,0.00015174791,6.3296125e-7,0.10570932,0.00007404922,0.000008325957,0.8444643,0.007603073,0.0031231313],"study_design_scores_gemma":[0.01844869,0.0003444103,0.22343785,0.0010194752,0.00076254236,0.00019267813,0.13769077,0.0013295852,0.000075631964,0.4442593,0.17171012,0.0007289799],"about_ca_topic_score_codex":0.0008539426,"about_ca_topic_score_gemma":0.00043767822,"teacher_disagreement_score":0.40020505,"about_ca_system_score_codex":0.000168548,"about_ca_system_score_gemma":0.00051552936,"threshold_uncertainty_score":0.9983643},"labels":[],"label_agreement":null},{"id":"W2156454146","doi":"10.7202/1015488ar","title":"Dialogue, Selection, Subversion: Three Approaches to Teaching Women Writers","year":2013,"lang":"en","type":"article","venue":"Lumen Selected Proceedings from the Canadian Society for Eighteenth-Century Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subversion; Selection (genetic algorithm); Sociology; Literature; Art; Computer science; Political science; Artificial intelligence; Law; Politics","score_opus":0.08610706590791943,"score_gpt":0.22271090530584706,"score_spread":0.13660383939792764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156454146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94372725,0.004360649,0.000024091947,0.038458217,0.00095248467,0.0024736123,0.00027527002,0.00040678657,0.009321645],"genre_scores_gemma":[0.9902145,0.00037407727,0.0016704589,0.003545481,0.0013292404,0.0012921417,0.00022718827,0.00006421072,0.0012826585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776024,0.000054653494,0.00037352252,0.00051936717,0.00034493004,0.00094727654],"domain_scores_gemma":[0.9979091,0.00033856,0.00018216915,0.00024084981,0.0009271989,0.0004020727],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00097412756,0.0003620777,0.00036931597,0.0001085457,0.0055559496,0.0025945406,0.00091816473,0.00014353076,0.00016500149],"category_scores_gemma":[0.00044858368,0.00027824816,0.00023259646,0.00032283645,0.00027334387,0.0016315922,0.00015696262,0.00070151675,0.000052963496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002029894,0.000037455033,0.005409313,0.000032403208,0.0010077321,6.8000084e-8,0.24668506,0.0000010460863,0.000070452115,0.02802399,0.7167672,0.0019449719],"study_design_scores_gemma":[0.00058502203,0.00018241459,0.004945359,0.00008069297,0.00012859065,0.0000012766807,0.13215418,0.00039913066,0.000030020987,0.0056535555,0.85522544,0.0006142825],"about_ca_topic_score_codex":0.06670122,"about_ca_topic_score_gemma":0.1505615,"teacher_disagreement_score":0.13845825,"about_ca_system_score_codex":0.0015039314,"about_ca_system_score_gemma":0.00023164651,"threshold_uncertainty_score":0.999967},"labels":[],"label_agreement":null},{"id":"W2164406362","doi":"10.1016/j.lisr.2006.03.003","title":"The self-publishing phenomenon and libraries","year":2006,"lang":"en","type":"article","venue":"Library & Information Science Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Publishing; Corporatization; Mainstream; Subsidy; Media studies; Library science; Sociology; Political science; Computer science; Law","score_opus":0.058626498321478704,"score_gpt":0.2857857727217174,"score_spread":0.2271592744002387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164406362","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08430039,0.0004303011,0.000008568006,0.023977008,0.00017228581,0.00017122018,0.000009685429,0.00023234809,0.8906982],"genre_scores_gemma":[0.9937287,0.00016178044,0.0004465211,0.00034010675,0.0002970545,0.000025639278,0.00004938878,0.000005726702,0.004945074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980402,0.00014886465,0.0002759369,0.0001102288,0.0010149835,0.00040977582],"domain_scores_gemma":[0.99858075,0.00051400764,0.00008179162,0.00040492878,0.00033046657,0.00008806872],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004124463,0.00006649613,0.000056645335,0.000476305,0.0055970415,0.08289049,0.0014492971,0.000029867682,0.000104749364],"category_scores_gemma":[0.0004428254,0.00004373962,0.000016235428,0.0006395186,0.0015579013,0.1885869,0.0006954221,0.0005035982,0.00007359149],"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":[0.0000047192684,0.000007813238,0.00040530143,0.0000061528585,0.0000013396998,7.098324e-8,0.012211823,0.0000016245009,0.000007736354,0.9425564,0.032144,0.012653012],"study_design_scores_gemma":[0.000083844956,0.000022747146,0.0038247292,0.000008507991,6.330907e-7,0.0000010512803,0.0077669737,0.0010582956,0.00008096567,0.042551495,0.9445362,0.000064551605],"about_ca_topic_score_codex":0.00018460171,"about_ca_topic_score_gemma":0.000017988368,"teacher_disagreement_score":0.9123922,"about_ca_system_score_codex":0.000029601028,"about_ca_system_score_gemma":0.00043575905,"threshold_uncertainty_score":0.99569756},"labels":[],"label_agreement":null},{"id":"W2168669783","doi":"10.3138/jsp.34.4.181","title":"Looking Back on the Future History of the ‘Book’: The Council of Editors of Learned Journals Keynote Addresses MLA Convention 2002","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Context (archaeology); Reading (process); Conceptualization; Scholarship; Convention; Point (geometry); Limiting; Sociology; Media studies; History; Computer science; Law; Political science; Social science; Engineering; Artificial intelligence","score_opus":0.12040361791206365,"score_gpt":0.24529275624091904,"score_spread":0.12488913832885538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168669783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36241233,0.121448874,0.000089365494,0.10365187,0.037596166,0.00079695776,0.000082464125,0.0000379851,0.373884],"genre_scores_gemma":[0.9808752,0.00082683633,0.00008168656,0.0012991894,0.0041730218,0.00000300235,0.0000016959352,0.000036270576,0.012703124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99396574,0.0016255259,0.001391817,0.00014302501,0.0026265304,0.00024738457],"domain_scores_gemma":[0.9870687,0.0010609298,0.0040629664,0.00082970934,0.0068923733,0.00008532071],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.017486088,0.00019974302,0.0004288792,0.00024110962,0.00056920474,0.0070990263,0.0025430212,0.00019304027,0.0014937673],"category_scores_gemma":[0.012621127,0.00010100492,0.00046638458,0.00022154396,0.00047575877,0.030747946,0.00014425501,0.0035149925,0.00000384124],"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":[0.00013281316,0.0002683341,0.0015574573,0.00009130749,0.0003398655,0.0000016692827,0.04574863,0.00013572721,0.0026419866,0.08193413,0.8654264,0.0017216535],"study_design_scores_gemma":[0.0005927776,0.00014235133,0.001716553,0.00073312945,0.00011860071,0.000019111852,0.010643075,0.000012718093,0.00060083676,0.0024929827,0.98281413,0.000113745125],"about_ca_topic_score_codex":0.00015757467,"about_ca_topic_score_gemma":0.00013545403,"teacher_disagreement_score":0.61846286,"about_ca_system_score_codex":0.0008206126,"about_ca_system_score_gemma":0.0022352387,"threshold_uncertainty_score":0.999419},"labels":[],"label_agreement":null},{"id":"W2169581493","doi":"10.2307/20479256","title":"Retexts: A Review Article","year":2006,"lang":"en","type":"review","venue":"The Yearbook of English Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.16915032671734792,"score_gpt":0.3559051634782339,"score_spread":0.186754836760886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169581493","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.7611334e-7,0.83431005,6.113304e-8,0.00019835962,0.00047350748,0.00033711543,0.00002444511,0.000059468155,0.1645965],"genre_scores_gemma":[0.000008031304,0.983619,0.000009604687,0.00012286557,0.0011849208,0.00010036198,0.000021393458,0.00002460421,0.014909262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846417,0.00042626754,0.00058211887,0.00015211503,0.00021817286,0.00015716927],"domain_scores_gemma":[0.9973627,0.0006258743,0.00043616703,0.00080886646,0.00074926944,0.000017157714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014260006,0.00021040319,0.001099523,0.000056339384,0.00025382228,0.00015196807,0.0007083227,0.000049244616,0.000083638646],"category_scores_gemma":[0.0024476168,0.00011614362,0.00032929724,0.000072394585,0.00041080907,0.00025901754,0.00025317314,0.00042889544,0.000052509884],"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":[7.966141e-7,0.000034581826,1.7913929e-7,0.02518803,0.00041804378,6.284578e-7,0.01102465,4.8400747e-8,6.757723e-9,0.030174041,0.6258812,0.3072778],"study_design_scores_gemma":[0.000030972787,0.00001482581,1.7327473e-7,0.03238675,0.00072942174,2.8923628e-7,0.00044311272,9.352746e-8,5.974333e-8,0.00046524958,0.96580446,0.00012460408],"about_ca_topic_score_codex":0.00004341603,"about_ca_topic_score_gemma":0.000074617776,"teacher_disagreement_score":0.33992326,"about_ca_system_score_codex":0.000042803837,"about_ca_system_score_gemma":0.00006375868,"threshold_uncertainty_score":0.47361994},"labels":[],"label_agreement":null},{"id":"W2178887404","doi":"10.1163/9789004304338_004","title":"Writing for Scholarly Publication in a Canadian Higher Education Context: A Case Study","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Library science; Political science; History; Computer science; Archaeology","score_opus":0.16983714147979953,"score_gpt":0.3129147994584967,"score_spread":0.14307765797869718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178887404","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023553325,0.0011732227,0.000001069273,0.0034617772,0.000618941,0.0014229823,0.00011066505,0.000088712906,0.9907673],"genre_scores_gemma":[0.48259234,0.0000022823929,0.000034137534,0.0006020848,0.00043630353,0.00020582965,0.0003850483,0.000036363283,0.5157056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853045,0.000067354056,0.0005342991,0.00035145404,0.00023167425,0.00028475723],"domain_scores_gemma":[0.99648625,0.00010338676,0.0002385555,0.0006893597,0.002196559,0.00028590416],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017090675,0.00024269456,0.00026780384,0.00085085054,0.0004762597,0.006036879,0.0004557973,0.00021783488,0.0018092855],"category_scores_gemma":[0.00024802372,0.00024541377,0.00007097011,0.000026863454,0.0000524352,0.0038406472,0.000056290304,0.00070241117,0.000085461914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000509891,0.00009184664,0.00028964947,0.000012499394,0.000029276696,0.000014459554,0.00909063,8.2632226e-8,7.9274386e-8,0.9051862,0.068722755,0.016557455],"study_design_scores_gemma":[0.00040903117,0.00009536301,0.00006716932,0.0000804358,0.00004100618,0.000029463168,0.010828186,0.000011604162,2.683987e-8,0.01326295,0.9748796,0.0002951196],"about_ca_topic_score_codex":0.7041523,"about_ca_topic_score_gemma":0.96901155,"teacher_disagreement_score":0.9061569,"about_ca_system_score_codex":0.0008674852,"about_ca_system_score_gemma":0.002011917,"threshold_uncertainty_score":0.9999998},"labels":[],"label_agreement":null},{"id":"W2188098523","doi":"","title":"Houghton Mifflin Harcourt Schedules Conference Call to Discuss Second Quarter Results","year":2013,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Archaeology","score_opus":0.04027305753005054,"score_gpt":0.23587307607942162,"score_spread":0.1956000185493711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188098523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50018257,0.000047572714,0.00020229162,0.032055672,0.0003248467,0.00027863684,0.00007278518,0.00017834107,0.46665728],"genre_scores_gemma":[0.8923278,0.0000036347426,0.0009472179,0.0011170348,0.00023497794,0.000048349506,0.00007227134,0.00001104211,0.105237685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896175,0.00009546796,0.00028996647,0.00023280509,0.00017926593,0.00024075544],"domain_scores_gemma":[0.9987822,0.00008172482,0.00006256528,0.0006171733,0.00031433397,0.00014200559],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033357972,0.0001322469,0.00014167762,0.00008832855,0.0003091844,0.0030731154,0.0005483189,0.00005221399,0.0073719653],"category_scores_gemma":[0.00010745946,0.00009213961,0.000048924565,0.000031042946,0.00008414019,0.0020067657,0.00010777951,0.00026221774,0.0021112734],"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":[0.000029143777,0.000129753,0.0002034495,0.000015251819,0.000031615684,8.1577474e-7,0.04880957,0.0000019267136,0.0007655483,0.33638614,0.6074333,0.006193476],"study_design_scores_gemma":[0.00046847874,0.00011853713,0.0072851875,0.0000457738,0.00000811381,8.417225e-7,0.007944135,0.0003659713,0.00046742862,0.0072632073,0.975697,0.00033532912],"about_ca_topic_score_codex":0.002268992,"about_ca_topic_score_gemma":0.013464113,"teacher_disagreement_score":0.39214522,"about_ca_system_score_codex":0.000026655442,"about_ca_system_score_gemma":0.000035218716,"threshold_uncertainty_score":0.9986657},"labels":[],"label_agreement":null},{"id":"W2192795469","doi":"10.33137/pbsc.v45i2.18524","title":"&lt;i&gt;Worlds of Print: Diversity in the Book Trade&lt;/i&gt;, John Hinks and Catherine Armstrong, eds.","year":2007,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Art; Art history; Media studies; Sociology; Anthropology","score_opus":0.01409262554727767,"score_gpt":0.19908782811211637,"score_spread":0.1849952025648387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192795469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.935702,0.0074576135,0.0000037831153,0.018798076,0.00017507035,0.00029178886,0.0001048768,0.000016412598,0.037450336],"genre_scores_gemma":[0.9970586,0.0017392101,0.00005904432,0.00085107615,0.000040429113,0.000002167932,0.0000049514815,0.0000068574486,0.00023766833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985579,0.00011791273,0.00032699222,0.00013427007,0.0006305021,0.00023240336],"domain_scores_gemma":[0.99886954,0.00031016985,0.00022961103,0.00043903384,0.000082727995,0.000068903035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014174234,0.00012215743,0.00022516298,0.0003361232,0.00045449557,0.000068414614,0.0009386602,0.00007891862,0.00006841386],"category_scores_gemma":[0.000047112135,0.000078530036,0.00027165975,0.0012460381,0.00084929785,0.00022660648,0.0002741364,0.00038606513,3.491415e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002330432,0.00095664343,0.13208663,0.0005059553,0.0009753405,0.0000032648584,0.08317073,0.00005132135,0.009563567,0.16157413,0.60187143,0.009007931],"study_design_scores_gemma":[0.00043381602,0.000056953915,0.38526437,0.000054711058,0.000054637436,0.0000011301097,0.0022534304,0.000026475589,0.00012858813,0.00090740185,0.61068296,0.00013554125],"about_ca_topic_score_codex":0.09861878,"about_ca_topic_score_gemma":0.56664854,"teacher_disagreement_score":0.46802974,"about_ca_system_score_codex":0.000030326039,"about_ca_system_score_gemma":0.000102228834,"threshold_uncertainty_score":0.90738356},"labels":[],"label_agreement":null},{"id":"W2208549712","doi":"","title":"Cyril Dabydeen. My Multi-Ethnic Friends & Other Stories","year":2015,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Soul; Reading (process); Narrative; Pleasure; Blues; Literature; Order (exchange); Art; Aesthetics; History; Art history; Psychology; Philosophy; Linguistics; Theology","score_opus":0.5001051295837603,"score_gpt":0.39759359239430153,"score_spread":0.10251153718945877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208549712","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07468008,0.5861089,0.000020757307,0.012531565,0.0066051693,0.00047774942,0.0003526244,0.00051970145,0.3187034],"genre_scores_gemma":[0.91020924,0.0014943919,0.00023085899,0.0033620677,0.0012826131,0.00010985149,0.00004616124,0.000068305264,0.08319649],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861145,0.00016936786,0.0002575712,0.00025735,0.00023261405,0.00047164774],"domain_scores_gemma":[0.9981359,0.0001461201,0.000091084265,0.0006218151,0.00058696175,0.00041810874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000856896,0.0002080976,0.0002770684,0.00022776327,0.00048166965,0.00017762533,0.0005545651,0.00008452406,0.0002473443],"category_scores_gemma":[0.00079908106,0.00018311515,0.00007402868,0.00013535623,0.0005246859,0.00085493916,0.00010686284,0.00040534456,0.00023771737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011462378,0.0000458543,0.00064595666,0.000026153288,0.00042050387,0.000013568685,0.584361,0.00001104066,0.0000057638226,0.09036245,0.2727467,0.051349528],"study_design_scores_gemma":[0.0005231351,0.000069173795,0.009573482,0.000050404204,0.000059914822,0.0000023631387,0.10997547,0.000036488276,0.000007851992,0.002113363,0.8772122,0.0003761153],"about_ca_topic_score_codex":0.1512766,"about_ca_topic_score_gemma":0.8892079,"teacher_disagreement_score":0.8355292,"about_ca_system_score_codex":0.0004796488,"about_ca_system_score_gemma":0.0004472532,"threshold_uncertainty_score":0.8543751},"labels":[],"label_agreement":null},{"id":"W2236539898","doi":"","title":"Demystifying the Scholarly Publishing Process","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Publishing; Process (computing); Library science; Computer science; Political science; Law; Programming language","score_opus":0.5063932960490181,"score_gpt":0.5302413173956863,"score_spread":0.02384802134666819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236539898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8224441,0.02248023,0.00008918226,0.004471232,0.0010233809,0.00045601095,0.000038212693,0.0001401059,0.14885756],"genre_scores_gemma":[0.9924935,0.003227138,0.00007743392,0.00117711,0.00070851936,0.000059411635,0.000025224805,0.000054612447,0.0021770329],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964224,0.0006038752,0.0009287304,0.00038527927,0.0012017016,0.00045799126],"domain_scores_gemma":[0.9954329,0.0006485686,0.0010408962,0.0009757891,0.001675322,0.00022651385],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004363334,0.00030061262,0.00051293575,0.00070799503,0.0033273054,0.07628036,0.009535145,0.0001251255,0.0065806834],"category_scores_gemma":[0.0033707882,0.00021707441,0.0001921455,0.0006009042,0.00043809527,0.09196434,0.001350302,0.0019167953,0.000031879696],"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":[0.00020907041,0.00064408785,0.47226733,0.00017919963,0.00052631507,0.000054366188,0.05492202,0.00019332182,0.0047311774,0.03236344,0.40314204,0.030767651],"study_design_scores_gemma":[0.000950168,0.000017915172,0.41239664,0.00083769916,0.00014233311,0.00008854803,0.0053739743,0.00021604703,0.0016638939,0.06622683,0.51106185,0.0010240952],"about_ca_topic_score_codex":0.0025490986,"about_ca_topic_score_gemma":0.0003666165,"teacher_disagreement_score":0.17004943,"about_ca_system_score_codex":0.00010296294,"about_ca_system_score_gemma":0.00030976636,"threshold_uncertainty_score":0.9979702},"labels":[],"label_agreement":null},{"id":"W2240891936","doi":"10.1017/s0960129508007391","title":"Editors' note: bibliometrics and the curators of orthodoxy","year":2009,"lang":"en","type":"article","venue":"Mathematical Structures in Computer Science","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique; Technische Universität Berlin; Chalmers Tekniska Högskola; Imperial College London; Institut national de recherche en informatique et en automatique (INRIA); McGill University","keywords":"Ellipse; Citation; Orthodoxy; Metaphysics; Term (time); Politics; Epistemology; Inertia; Series (stratigraphy); Task (project management); Mathematics; Sociology; Computer science; Philosophy; Political science; Geometry; Law; Physics; Geology; Management; Economics; Library science; Classical mechanics; Astronomy","score_opus":0.02910316576555434,"score_gpt":0.2837472436446655,"score_spread":0.2546440778791112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240891936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78492695,0.00089299394,0.17428635,0.009473868,0.004505162,0.0006643406,0.000010238205,0.0001465944,0.025093477],"genre_scores_gemma":[0.98718387,0.000007033644,0.012141814,0.00023814586,0.00041722116,0.0000012199894,3.2634455e-7,0.0000020459881,0.000008306166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989657,0.00007147513,0.0002492938,0.00014304035,0.00042223913,0.00014829887],"domain_scores_gemma":[0.99884737,0.00054971495,0.00008678554,0.00034806223,0.00012326168,0.000044839107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016474504,0.00007364285,0.00015134657,0.0008099787,0.00025489007,0.0009842876,0.0008244297,0.000021931015,0.000030511452],"category_scores_gemma":[0.00063798035,0.00004061677,0.000025996434,0.0013140816,0.0013435413,0.00071710016,0.00017566819,0.00019075764,0.0000011632538],"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":[0.000004781515,0.000019911264,0.00010882106,0.000008753331,9.061867e-7,3.8301442e-7,0.0069901473,0.000018709243,0.000010378396,0.9474586,0.0004948764,0.044883728],"study_design_scores_gemma":[0.00042979297,0.000049286504,0.009134102,0.00003840233,0.0000053467925,0.000007838865,0.00011240339,0.04730535,0.0000773078,0.93982905,0.0028938465,0.00011729677],"about_ca_topic_score_codex":0.000018344414,"about_ca_topic_score_gemma":0.000004933705,"teacher_disagreement_score":0.2022569,"about_ca_system_score_codex":0.000014258438,"about_ca_system_score_gemma":0.00003067624,"threshold_uncertainty_score":0.94915074},"labels":[],"label_agreement":null},{"id":"W2246186922","doi":"","title":"From the Publisher: Staying Connected","year":2013,"lang":"en","type":"article","venue":"Intersections Canadian Journal of Music","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.04620787413943208,"score_gpt":0.20283509969779287,"score_spread":0.15662722555836078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246186922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9208901,0.00032177707,0.00006206871,0.016402673,0.0045953095,0.000082376275,0.000025525445,0.00001798273,0.05760217],"genre_scores_gemma":[0.9963967,0.0000019984393,0.000039215964,0.0012061816,0.0010907311,0.0000046276,0.000008801776,0.000009316208,0.0012424155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999303,0.0001227089,0.00026071988,0.000058113248,0.000103069324,0.00015241772],"domain_scores_gemma":[0.9986246,0.00018877258,0.00016447363,0.00024354785,0.0005871453,0.00019144085],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027962762,0.00006660277,0.0000886673,0.00021086082,0.0006788878,0.0032116417,0.000564686,0.00003070519,0.009582695],"category_scores_gemma":[0.00041065304,0.000046233527,0.000084676016,0.000074904914,0.00013830414,0.002338206,0.000014824607,0.0005101777,0.00008126923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022315467,0.000010751928,0.0014100356,8.185414e-7,0.00009707033,0.0000040640107,0.10391407,0.0000082891875,0.000038926788,0.008363666,0.8804415,0.005708566],"study_design_scores_gemma":[0.00022904023,0.000058365884,0.008441282,0.00006542274,0.000032991862,0.000035075765,0.11764557,0.00006811193,0.0000041466437,0.008870695,0.8644353,0.00011398742],"about_ca_topic_score_codex":0.44011566,"about_ca_topic_score_gemma":0.7313168,"teacher_disagreement_score":0.29120114,"about_ca_system_score_codex":0.00011828719,"about_ca_system_score_gemma":0.0003215599,"threshold_uncertainty_score":0.9978231},"labels":[],"label_agreement":null},{"id":"W2256419905","doi":"10.3138/jsp.47.2.106","title":"The Price of University Press Books, 2012–14","year":2016,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Revenue; Publishing; Closing (real estate); Library science; Sociology; Economics; Political science; Law; Computer science; Accounting","score_opus":0.04221417619652325,"score_gpt":0.21593973932969066,"score_spread":0.1737255631331674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256419905","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24775958,0.01228568,0.0014246008,0.10218444,0.004339082,0.00029018353,0.00009131518,0.000112269365,0.6315128],"genre_scores_gemma":[0.95213217,0.0008735499,0.00037233782,0.00018068451,0.0008238216,4.322825e-7,0.0000013844178,0.00001776985,0.045597855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99782765,0.0005286123,0.0005412357,0.00010620354,0.0007656984,0.0002305932],"domain_scores_gemma":[0.99376655,0.0011248147,0.0011033776,0.0004755712,0.0033893166,0.0001403818],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0073418254,0.0001065016,0.00019598646,0.00020583204,0.00076617807,0.025640775,0.0023551018,0.0000953674,0.00007664723],"category_scores_gemma":[0.0057866443,0.0000585682,0.00015844099,0.000084296116,0.00023015759,0.15385309,0.00026740658,0.0011207856,0.0000034791144],"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":[0.00022655731,0.00010738204,0.0015431136,0.000016306598,0.00018639321,0.000008816611,0.0065081944,0.0000019516078,0.0013174039,0.6705433,0.2856903,0.03385025],"study_design_scores_gemma":[0.0005926784,0.000080212565,0.00272968,0.00014139096,0.000029275201,0.000012032086,0.0020803995,0.0000024798703,0.00011551846,0.0021301713,0.9919975,0.000088704095],"about_ca_topic_score_codex":0.00014955133,"about_ca_topic_score_gemma":0.0000894782,"teacher_disagreement_score":0.7063071,"about_ca_system_score_codex":0.00013687141,"about_ca_system_score_gemma":0.00020233753,"threshold_uncertainty_score":0.9753707},"labels":[],"label_agreement":null},{"id":"W2257286027","doi":"","title":"Morris Norman collection, 1863-1971, n.d.","year":2015,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Management; Accounting; Business; Economics","score_opus":0.03023615001441479,"score_gpt":0.18934250455801618,"score_spread":0.1591063545436014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257286027","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20328315,0.000049085105,0.00025027947,0.000022348973,0.0006706389,0.00016282486,0.00004927177,0.0005026049,0.7950098],"genre_scores_gemma":[0.34246892,0.000007163381,0.000036432724,0.000038493352,0.00014712058,9.929751e-8,0.000041942792,0.000014897775,0.6572449],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986099,0.00013650843,0.00018045936,0.00037243,0.00037705858,0.00032366454],"domain_scores_gemma":[0.99812245,0.000074472926,0.00019034583,0.00052010996,0.00070515013,0.0003874497],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0000067359533,0.00023458464,0.00021977101,0.0005650846,0.0012687513,0.0011839063,0.000979125,0.00013213829,0.000020447791],"category_scores_gemma":[0.00007342512,0.00029114998,0.0001727403,0.00036255855,0.00022537068,0.00679764,0.00044651382,0.0003628086,0.00018003],"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":[0.0002805593,0.00026991035,0.020217055,0.0000166463,0.00012598599,0.000081570586,0.0014120115,0.00010050907,0.00031117804,0.0042031286,0.97268987,0.00029159168],"study_design_scores_gemma":[0.0008248708,0.00015127308,0.000799326,0.000023840927,0.00006239394,0.00003078677,0.052511435,0.00001504772,0.00003880963,0.00013324479,0.94506216,0.00034678803],"about_ca_topic_score_codex":0.00069948466,"about_ca_topic_score_gemma":0.0025009958,"teacher_disagreement_score":0.13918577,"about_ca_system_score_codex":0.0006871539,"about_ca_system_score_gemma":0.00028451715,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W2257481275","doi":"","title":"Retooling the Humanities: The Culture of Research in Canadian Universities ed. by Daniel Coleman and Smaro Kamboureli (review)","year":2013,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Media studies; Social science; Philosophy","score_opus":0.02672249916667981,"score_gpt":0.24183478604477948,"score_spread":0.21511228687809966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257481275","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2647328,0.09158076,0.0000037870109,0.010125015,0.0001875403,0.0010727196,0.00020132343,0.000040067094,0.632056],"genre_scores_gemma":[0.9804299,0.0033112653,0.000014444249,0.00017989421,0.000033763703,8.218676e-7,0.00002322411,0.000005189187,0.016001528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990198,0.0003374003,0.00012307001,0.000108458626,0.0002007326,0.0002105505],"domain_scores_gemma":[0.9989964,0.00016324261,0.000087252425,0.00035410345,0.00034834913,0.00005070128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007833735,0.00007679045,0.00014162462,0.000051512616,0.00094767136,0.00020333016,0.00073686196,0.000047996466,0.0006328959],"category_scores_gemma":[0.000013263149,0.000056942394,0.000041101237,0.000031283405,0.0007798741,0.0011921709,0.000051517527,0.0002867851,0.000004843156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008206036,0.00002573134,0.00021049703,0.000120010576,0.000033295466,0.0000015794774,0.446625,3.4814346e-7,0.000021066737,0.04460936,0.5070362,0.001308683],"study_design_scores_gemma":[0.00012755863,0.00011771277,0.00093968,0.00023387175,0.000014388571,6.171439e-7,0.49359605,0.000037630136,8.1641815e-7,0.0002262831,0.5046439,0.00006149512],"about_ca_topic_score_codex":0.9567483,"about_ca_topic_score_gemma":0.93224806,"teacher_disagreement_score":0.71569705,"about_ca_system_score_codex":0.00025748604,"about_ca_system_score_gemma":0.00017224102,"threshold_uncertainty_score":0.7288818},"labels":[],"label_agreement":null},{"id":"W2264837330","doi":"10.13140/2.1.3206.4967","title":"Library Open Access Publishing Funds","year":2014,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Publishing; Computer science; Library science; World Wide Web; Political science; Law","score_opus":0.04007132873773313,"score_gpt":0.21636099729998848,"score_spread":0.17628966856225536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264837330","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06146734,0.000024461677,0.0002884157,0.000105321655,0.00045922544,0.00019045378,0.00006844458,0.00052474334,0.9368716],"genre_scores_gemma":[0.39533308,0.000011764629,0.00004737902,0.00014276238,0.00020605093,1.2325575e-7,0.00011213567,0.000021904665,0.6041248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983197,0.00023845285,0.00020341245,0.0005243747,0.00032854482,0.00038552625],"domain_scores_gemma":[0.9981137,0.0002215729,0.0002756549,0.0007892802,0.00027301503,0.00032681113],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000009592275,0.0002611667,0.00027540137,0.0006286759,0.0017064629,0.032753434,0.006609833,0.00015992716,0.000082738705],"category_scores_gemma":[0.00013651885,0.00031366228,0.00017654235,0.00040544206,0.00021164263,0.10116715,0.0051921452,0.0005402353,0.00006334454],"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":[0.00024607818,0.00026121805,0.032789093,0.000036578032,0.00012414943,0.00003953439,0.00041694255,0.00004033949,0.00029158316,0.057224993,0.9050002,0.0035293],"study_design_scores_gemma":[0.00073424366,0.00008260874,0.0027915365,0.000059323815,0.000046394005,0.000010362367,0.011126456,0.000013136261,0.000039513823,0.0007089758,0.9839815,0.00040593074],"about_ca_topic_score_codex":0.000597125,"about_ca_topic_score_gemma":0.00088260765,"teacher_disagreement_score":0.33386573,"about_ca_system_score_codex":0.0002168456,"about_ca_system_score_gemma":0.00020090405,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W2265560461","doi":"10.14288/1.0058254","title":"Strengthening scholarly publishing in Africa : assessing the potential of online systems","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publishing; Political science; Electronic publishing; Library science; Media studies; Computer science; Public relations; World Wide Web; The Internet; Sociology; Law","score_opus":0.04538703139573158,"score_gpt":0.19486322355374933,"score_spread":0.14947619215801775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265560461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970126,0.0005516989,0.000089473186,0.00013564902,0.00023180876,0.00011015149,0.00010627371,0.00004186185,0.028607102],"genre_scores_gemma":[0.9987794,0.000036637284,0.0002990999,0.000010260647,0.000056923654,3.512902e-7,0.000029159737,0.000009763618,0.00077839394],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988397,0.000249091,0.0002319759,0.00018223767,0.00030352303,0.0001935093],"domain_scores_gemma":[0.9986663,0.00008090499,0.00030365767,0.00037591773,0.0005253957,0.00004786489],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010719337,0.00003870565,0.00019976705,0.000101123725,0.00047882262,0.0051102443,0.00101329,0.00008269583,0.00010602844],"category_scores_gemma":[0.0002293632,0.00009525989,0.00008156626,0.00015632973,0.00029633226,0.012500278,0.00023315857,0.000515591,0.0000016853375],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003420814,0.0015564745,0.05763763,0.0003129739,0.0002552091,0.00013742392,0.15239781,0.000098116514,0.00067299046,0.0030066578,0.008072878,0.77581763],"study_design_scores_gemma":[0.00046283685,0.000035558325,0.9008723,0.0003392848,0.00003270635,0.000008871396,0.094672166,0.00089295,1.758518e-7,0.0006472139,0.0019148178,0.00012114462],"about_ca_topic_score_codex":0.3526776,"about_ca_topic_score_gemma":0.30969363,"teacher_disagreement_score":0.84323466,"about_ca_system_score_codex":0.000048787453,"about_ca_system_score_gemma":0.000092410206,"threshold_uncertainty_score":0.99592257},"labels":[],"label_agreement":null},{"id":"W227716405","doi":"10.26443/el.v16i2.27","title":"The Review of the J .A. Turner Professional Library Part II: The Qualitative Component","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Brock University; Toronto Public Health","funders":"","keywords":"Library science; Focus group; Sociology; Service (business); Professional development; Public relations; Medical education; Higher education; Business; Management; Psychology; Political science; Marketing; Pedagogy; Medicine; Computer science","score_opus":0.08107899384076082,"score_gpt":0.34126713014063204,"score_spread":0.2601881362998712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W227716405","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036273662,0.04712574,5.0942424e-7,0.70064145,0.006080652,0.0005465217,0.000045276993,0.000049906066,0.2092363],"genre_scores_gemma":[0.719802,0.0035404386,0.00007723212,0.008986762,0.0014760146,0.00025142272,0.00012584316,0.000022068456,0.26571816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861664,0.0006823292,0.00027553237,0.00009064953,0.00023605514,0.000098801436],"domain_scores_gemma":[0.9974438,0.00069679646,0.00048263528,0.0012247112,0.00012680006,0.000025254394],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000755054,0.00008380491,0.00010092902,0.000013261273,0.0063948925,0.0019962236,0.0017206919,0.000022959814,0.00063311163],"category_scores_gemma":[0.0010469541,0.000033793058,0.000080833976,0.000028376407,0.0010363527,0.0032939783,0.00048463832,0.00028880851,0.000012518012],"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":[0.0000039317224,0.000041191903,0.00011201181,0.00005064025,0.000010110496,2.8895595e-9,0.051876016,2.181465e-8,6.15086e-7,0.5238241,0.42298993,0.0010914142],"study_design_scores_gemma":[0.000033192904,0.00000931511,0.004036505,0.0010343827,0.000012118871,2.7459754e-7,0.02533493,0.0000014644039,0.00004742769,0.036284253,0.93315434,0.000051777566],"about_ca_topic_score_codex":0.000055508317,"about_ca_topic_score_gemma":0.000024792696,"teacher_disagreement_score":0.6916547,"about_ca_system_score_codex":0.000006917116,"about_ca_system_score_gemma":0.0005547286,"threshold_uncertainty_score":0.9990398},"labels":[],"label_agreement":null},{"id":"W2280204871","doi":"10.11575/prism/29199","title":"Lexis-Nexis Academic Search Canada - Part 3: Finding Business Information","year":2006,"lang":"en","type":"article","venue":"Open MIND","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lexis; Business; Computer security; Political science; Computer science; Linguistics; Philosophy","score_opus":0.1024780061473222,"score_gpt":0.28859966565296613,"score_spread":0.1861216595056439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280204871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57671726,0.000057541354,0.000009803324,0.0021139216,0.0002913573,0.00014971245,0.000064569125,0.0000037039836,0.42059213],"genre_scores_gemma":[0.98185396,0.000007641756,0.00018628874,0.00015012956,0.00027982224,0.000010551767,0.00048765913,0.000005858651,0.017018106],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921095,0.000053649903,0.00024388572,0.00008741646,0.0002268929,0.00017718149],"domain_scores_gemma":[0.9993916,0.00005084372,0.00008674025,0.00024061839,0.00019411535,0.00003607033],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050974684,0.00007549225,0.000088764165,0.000064029504,0.00053354277,0.0024860012,0.00070391025,0.00004452304,0.002460534],"category_scores_gemma":[0.000061565624,0.00007016847,0.00001253662,0.000075676115,0.00004346703,0.004844706,0.00018396416,0.00030265347,0.00020458452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060319064,0.0000810052,0.0061825234,0.000040460105,0.000046475314,0.0000061844144,0.03928707,0.0005757241,0.00012613442,0.064880386,0.544314,0.34439972],"study_design_scores_gemma":[0.00014863418,0.000004974431,0.003080444,0.000029889668,0.0000048240445,9.051855e-7,0.0021361567,0.000069709175,0.0001732131,0.00013400023,0.9941103,0.00010697482],"about_ca_topic_score_codex":0.6535008,"about_ca_topic_score_gemma":0.7425114,"teacher_disagreement_score":0.4497963,"about_ca_system_score_codex":0.00011016689,"about_ca_system_score_gemma":0.00051144604,"threshold_uncertainty_score":0.9985495},"labels":[],"label_agreement":null},{"id":"W228292421","doi":"","title":"The History of Fiction_L. (Readers' Advisory)","year":2002,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; The Internet; World Wide Web; Entertainment; Order (exchange); Internet privacy; Sign (mathematics); Sociology; Computer science; Media studies; Psychology; Public relations; Political science; Business; Law; Communication","score_opus":0.05526355924416349,"score_gpt":0.21569539404184182,"score_spread":0.16043183479767834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W228292421","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3442915,0.013303798,0.00002895362,0.004786041,0.0032767197,0.00030104374,0.00003424889,0.00040920926,0.63356847],"genre_scores_gemma":[0.94395274,0.00021099391,0.000025350868,0.00029609882,0.00013140979,0.000018618772,0.000015654781,0.000012272361,0.05533687],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898046,0.00013657854,0.0003014027,0.00015419573,0.0002410236,0.00018636524],"domain_scores_gemma":[0.9986844,0.00012590206,0.00020603935,0.0006929383,0.00023897561,0.000051712235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024349346,0.000118035554,0.00012952284,0.00006853151,0.00032542733,0.0003594123,0.00080977485,0.000055974553,0.0014467939],"category_scores_gemma":[0.0000068725712,0.00008465223,0.000058340116,0.00003699596,0.0001544577,0.0013584947,0.000022185928,0.00026893904,0.00025013657],"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":[0.000032847453,0.00025263857,0.00062663964,0.00013639158,0.000087995766,0.0000010040246,0.6002968,0.0000021704268,0.00013026087,0.2135945,0.10986608,0.07497268],"study_design_scores_gemma":[0.00014188138,0.00015142547,0.0009117341,0.000036367244,0.000014051686,5.954723e-7,0.017549949,0.00035807234,0.0000031368882,0.0005870044,0.98013604,0.00010975728],"about_ca_topic_score_codex":0.0010982973,"about_ca_topic_score_gemma":0.003927061,"teacher_disagreement_score":0.87026995,"about_ca_system_score_codex":0.000078038094,"about_ca_system_score_gemma":0.00002432855,"threshold_uncertainty_score":0.999466},"labels":[],"label_agreement":null},{"id":"W2284965531","doi":"","title":"The ides of March : editor's forum","year":2011,"lang":"en","type":"article","venue":"Graphix","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Political science; Library science; Archaeology; Computer science","score_opus":0.05430654623475034,"score_gpt":0.21831967624881926,"score_spread":0.16401313001406892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284965531","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23625405,0.0025560376,0.000026269161,0.0056800954,0.008267063,0.0002163961,0.000033916574,0.00015150697,0.74681467],"genre_scores_gemma":[0.9975782,0.000076477336,0.00004066082,0.00005074519,0.0006186045,0.000008947575,0.0000036452805,0.0000047843887,0.0016179308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995855,0.000046835146,0.00010915507,0.000049834623,0.000104350016,0.000104310915],"domain_scores_gemma":[0.9994067,0.000081175654,0.000055497083,0.00033364122,0.00010472199,0.000018250536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033259456,0.000039657527,0.000048178565,0.00004917111,0.00041322372,0.00017975093,0.00041865103,0.000018006196,0.00012130832],"category_scores_gemma":[0.00005484334,0.000024863828,0.000048764534,0.000031355878,0.0002323066,0.0003769147,0.00005701553,0.00011426282,0.0000116904785],"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":[0.000010303266,0.000026789061,0.0029240083,0.000003530286,0.000018559813,1.0312146e-7,0.011924923,1.5932189e-8,0.0000204185,0.8633849,0.11756181,0.004124607],"study_design_scores_gemma":[0.00005533901,0.0000372422,0.006177013,0.000007665035,0.0000053490267,1.9582224e-7,0.0042614685,0.000004020648,0.00007141426,0.059174255,0.930162,0.000044020595],"about_ca_topic_score_codex":0.0006812033,"about_ca_topic_score_gemma":0.0017255466,"teacher_disagreement_score":0.8126002,"about_ca_system_score_codex":0.000002768229,"about_ca_system_score_gemma":0.000009927232,"threshold_uncertainty_score":0.31782246},"labels":[],"label_agreement":null},{"id":"W2285445814","doi":"10.11575/prism/29829","title":"Assessing Discovery; University of Calgary","year":2013,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02552101931359106,"score_gpt":0.1982741484681134,"score_spread":0.17275312915452234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285445814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73181427,0.00015332659,0.028106432,0.00078953913,0.00011225103,0.00013591629,0.000001083825,0.000060502574,0.23882669],"genre_scores_gemma":[0.9710727,0.000064042026,0.0074994178,0.000031133553,0.000014316511,4.6821167e-8,0.000031396186,0.000007749404,0.02127925],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993117,0.000115263625,0.0000966553,0.00014487795,0.00019148197,0.00014002887],"domain_scores_gemma":[0.99912816,0.00007837404,0.00018636555,0.0003607409,0.00018105067,0.000065293585],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001865263,0.00008577374,0.00018779717,0.00012471082,0.00044268914,0.00021912182,0.00058902364,0.00006733175,0.0011074394],"category_scores_gemma":[0.000024797962,0.00010302,0.000107858774,0.000052466734,0.0003845384,0.0052014743,0.00023825107,0.00022803701,0.00004573045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011102274,0.00069993036,0.009502544,0.00021786008,0.0003274995,0.00003355862,0.10491885,0.0000019313193,0.0029538414,0.3501385,0.03774067,0.4933538],"study_design_scores_gemma":[0.0032814108,0.00030758133,0.27185133,0.00040297638,0.0003744753,0.0000051764705,0.042645596,0.038361203,0.00021452717,0.013322996,0.6281083,0.0011244174],"about_ca_topic_score_codex":0.023426572,"about_ca_topic_score_gemma":0.00033520485,"teacher_disagreement_score":0.5903676,"about_ca_system_score_codex":0.00004600087,"about_ca_system_score_gemma":0.00007449404,"threshold_uncertainty_score":0.9998057},"labels":[],"label_agreement":null},{"id":"W2288480361","doi":"","title":"Honk if you love book reviews! Looking back at 10 years of book reviews in The Goose","year":2016,"lang":"en","type":"article","venue":"The Goose","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Goose; Biology","score_opus":0.06047299074958551,"score_gpt":0.2660436046548144,"score_spread":0.2055706139052289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288480361","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03840109,0.36713573,0.000009513354,0.020818722,0.0005318441,0.0017918235,0.000052935215,0.000053506516,0.57120484],"genre_scores_gemma":[0.14947072,0.11127543,0.00008281718,0.0096848,0.00094314513,0.00008595656,0.000031590604,0.00006115866,0.7283644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997985,0.0008986123,0.00051884394,0.00016709072,0.00020796909,0.0002224776],"domain_scores_gemma":[0.9978489,0.00037009284,0.00035258132,0.0013369222,0.00005842056,0.000033043478],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033289716,0.00014427946,0.0003122828,0.000054703953,0.00016123262,0.0002443651,0.0011681878,0.00004753022,0.005320653],"category_scores_gemma":[0.00047273998,0.000067832036,0.0001558004,0.00006067478,0.00024972638,0.0008976551,0.00022402915,0.00026004834,0.0043462603],"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":[0.000038422088,0.000087704124,0.00010647668,0.000078019366,0.00001918929,0.0000018027719,0.06422912,3.221882e-7,0.00032575705,0.0157398,0.8194045,0.0999689],"study_design_scores_gemma":[0.00023443738,0.000032813452,0.00049949385,0.0005041033,0.000023954675,0.0000023002426,0.00033404666,0.0000026264568,0.000027937878,0.000979434,0.99724776,0.00011108614],"about_ca_topic_score_codex":0.000114494476,"about_ca_topic_score_gemma":0.00032266555,"teacher_disagreement_score":0.2558603,"about_ca_system_score_codex":0.000071164926,"about_ca_system_score_gemma":0.000024213332,"threshold_uncertainty_score":0.99642897},"labels":[],"label_agreement":null},{"id":"W2292797438","doi":"","title":"Our Science, Our History: Hidden Treasures Online from the Nova Scotian Institute of Science","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Nova scotia; History; Geography; Ethnology; Engineering; Aeronautics","score_opus":0.17143799940323462,"score_gpt":0.3026331424673266,"score_spread":0.13119514306409197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292797438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.817078,0.00107513,0.000013273451,0.0075919908,0.0069113392,0.0001136409,0.000040033123,0.00008665906,0.16708992],"genre_scores_gemma":[0.99105245,0.000007694656,0.000710341,0.0004621827,0.00066993636,0.0000016546406,0.000014391071,0.0000056300573,0.007075702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987572,0.00004372214,0.00018811716,0.00015645784,0.0005794334,0.00027510346],"domain_scores_gemma":[0.9986673,0.000023046954,0.00011965322,0.0007022005,0.00038105523,0.00010674475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018076951,0.00008951597,0.000110784895,0.0001806649,0.0008404806,0.00056545524,0.0017204232,0.000021383923,0.00015118542],"category_scores_gemma":[0.00047807337,0.00005430349,0.000039925413,0.00017901241,0.0014020733,0.0056582936,0.00022934323,0.00020930625,0.000036272115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014966936,0.0005643318,0.01812853,0.000006408323,0.000026176924,2.9427764e-7,0.09268307,0.0000029490263,0.0059167864,0.69086015,0.17789704,0.013899299],"study_design_scores_gemma":[0.00022201627,0.000030631814,0.06338725,0.000037048474,0.00002494639,0.0000011953601,0.027165405,0.00009258931,0.00035268426,0.0006269669,0.9078785,0.00018075836],"about_ca_topic_score_codex":0.013117258,"about_ca_topic_score_gemma":0.008330381,"teacher_disagreement_score":0.7299815,"about_ca_system_score_codex":0.00018160825,"about_ca_system_score_gemma":0.00056173484,"threshold_uncertainty_score":0.99345446},"labels":[],"label_agreement":null},{"id":"W2300362576","doi":"","title":"LibGuides: Publishing with Open Journal Systems (OJS): Designing Your Journal","year":2013,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Computer science; World Wide Web; Library science; Political science; Law","score_opus":0.12300182335450975,"score_gpt":0.27862217112125537,"score_spread":0.1556203477667456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300362576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033895453,0.013239942,0.0011518492,0.007727467,0.008585336,0.00084348605,0.00006460924,0.00027579433,0.96777254],"genre_scores_gemma":[0.012748838,0.0031256042,0.009483604,0.0026056783,0.027063029,0.00013895043,0.00056434853,0.0004359858,0.94383395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452835,0.001095693,0.0015916218,0.00047288815,0.0014366454,0.00087482075],"domain_scores_gemma":[0.9920057,0.0004605951,0.0023319174,0.0011312803,0.0035008828,0.00056961476],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0069534434,0.00067374104,0.0010104692,0.00087970897,0.004379352,0.3899852,0.008307376,0.0005003443,0.004597124],"category_scores_gemma":[0.0012637665,0.00044246457,0.00024049482,0.00013763212,0.0002418752,0.046528887,0.0010586865,0.0065606995,0.00018274583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000219347,0.000055764696,0.000046333418,0.00007196675,0.00039697,0.000044310364,0.010370584,0.000039576254,0.0000021310034,0.027799003,0.9570012,0.0041502207],"study_design_scores_gemma":[0.0007374722,0.00025226513,0.0000117051295,0.0021886427,0.00015812991,0.001287634,0.027438588,0.00013877885,0.0000016795705,0.002133442,0.96493524,0.00071641983],"about_ca_topic_score_codex":0.006972765,"about_ca_topic_score_gemma":0.00071978796,"teacher_disagreement_score":0.34345633,"about_ca_system_score_codex":0.0004296455,"about_ca_system_score_gemma":0.0016292257,"threshold_uncertainty_score":0.9998027},"labels":[],"label_agreement":null},{"id":"W2300596911","doi":"","title":"Conversations with James Salter","year":2015,"lang":"en","type":"book","venue":"University Press of Mississippi eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Performance art; Popularity; Publishing; History; Art history; Art; Literature; Psychology; Social psychology","score_opus":0.04630389529657933,"score_gpt":0.1941891475133349,"score_spread":0.14788525221675558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300596911","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015956837,0.000251348,0.000018824137,0.00017961892,0.000109008884,0.0001756593,0.00023406808,0.000099723395,0.9987722],"genre_scores_gemma":[0.004943827,0.000016510216,0.00017638736,0.00004231126,0.00013841645,5.565552e-7,0.00017093061,0.000025657153,0.9944854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901915,0.00009744738,0.00016798759,0.0002210469,0.00034546366,0.00014889296],"domain_scores_gemma":[0.998126,0.0000977679,0.000337308,0.0006572848,0.0006430829,0.00013859602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018906512,0.00020845597,0.00031308248,0.00020354167,0.000282576,0.00024685063,0.0008019781,0.00016588777,0.000253045],"category_scores_gemma":[0.000023569763,0.00019513864,0.000100009274,0.0000072583002,0.00052692945,0.00045609404,0.00018666351,0.00045433204,0.0000106171265],"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":[0.000116821204,0.000039584043,0.000007062488,0.00009913809,0.0002907038,0.000013766073,0.024406608,0.000004000709,0.0000026546018,0.4153954,0.5575608,0.0020634509],"study_design_scores_gemma":[0.0004850518,0.000078819234,0.000003899056,0.00021868462,0.00021910481,0.0000014887304,0.0020657526,0.000011467132,0.0000155213,0.0009741911,0.99568933,0.00023669576],"about_ca_topic_score_codex":0.00046180247,"about_ca_topic_score_gemma":0.00020312447,"teacher_disagreement_score":0.43812853,"about_ca_system_score_codex":0.00015967652,"about_ca_system_score_gemma":0.00064595597,"threshold_uncertainty_score":0.7957523},"labels":[],"label_agreement":null},{"id":"W2300912614","doi":"10.1017/s1472669616000062","title":"Politics and the Art of Indexing: Teamwork in a Legislative Environment","year":2016,"lang":"en","type":"article","venue":"Legal Information Management","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Search engine indexing; Politics; Teamwork; Political science; Set (abstract data type); Index (typography); Library science; Public administration; Computer science; World Wide Web; Law; Programming language","score_opus":0.012863463766386996,"score_gpt":0.1942484452298852,"score_spread":0.1813849814634982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300912614","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009990426,0.000056049415,0.0026862205,0.01490803,0.00012300731,0.00036981032,0.000010752523,0.00002399062,0.97183174],"genre_scores_gemma":[0.98842806,0.00009020733,0.00017928584,0.00042528345,0.000021524722,0.000026866699,0.0000076244737,0.0000020996915,0.010819034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994291,0.00005272036,0.00024991733,0.000037367896,0.00014643239,0.000084447645],"domain_scores_gemma":[0.99959534,0.000064958964,0.00011608911,0.00018850599,0.000020848833,0.00001423092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049974833,0.000051402978,0.00006962201,0.00010569647,0.000101127145,0.000285907,0.00014488693,0.000013759872,0.00008242027],"category_scores_gemma":[0.000024819374,0.000028244334,0.000018568551,0.000022001954,0.00019259419,0.0025905466,0.00011053727,0.00006903537,0.000046104295],"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":[0.00001297822,0.000009529896,0.00013365361,0.0000105525905,0.000013542235,7.399676e-8,0.018642295,0.000011481154,3.5143202e-7,0.97144383,0.0023415787,0.0073801503],"study_design_scores_gemma":[0.0008423315,0.000013288691,0.0016136274,0.000040110735,0.000006745277,1.90285e-7,0.0028893906,0.00016514701,0.000004684101,0.0077653313,0.98661184,0.00004730582],"about_ca_topic_score_codex":0.00015985081,"about_ca_topic_score_gemma":0.00005701911,"teacher_disagreement_score":0.9842703,"about_ca_system_score_codex":0.000038681195,"about_ca_system_score_gemma":0.0000045391525,"threshold_uncertainty_score":0.27570078},"labels":[],"label_agreement":null},{"id":"W231699471","doi":"","title":"Comment from the Managing Editor","year":2004,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Milestone; Entrepreneurship; Publishing; Library science; Administration (probate law); Small business; Management; Political science; Business; Public relations; Computer science; Finance; Economics; History; Law","score_opus":0.0459934315579095,"score_gpt":0.22290177149126647,"score_spread":0.17690833993335697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W231699471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6438756,0.0019495841,0.0007593584,0.33518982,0.012600431,0.00014529166,0.000018922605,0.000064339016,0.0053966623],"genre_scores_gemma":[0.98735255,0.00015476381,0.0003064453,0.0029619108,0.0090261595,0.0000024616945,0.000013454359,0.000016518901,0.00016576378],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888575,0.00013158399,0.0003963991,0.000103804065,0.00031326577,0.00016916766],"domain_scores_gemma":[0.9982486,0.00030118518,0.00042871948,0.0004197895,0.0005367329,0.000065019514],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000655858,0.00012216844,0.00017484465,0.00007649714,0.0003540542,0.001300289,0.00092551304,0.000035454537,0.00018240987],"category_scores_gemma":[0.0002901904,0.00007823631,0.00010286088,0.00007412206,0.000103802464,0.00090766937,0.00010547148,0.0004467161,0.000023913777],"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":[0.00073935505,0.0022187175,0.062546186,0.00010687069,0.0009533469,0.0002138861,0.16884732,0.006004354,0.0008923112,0.33319005,0.3710399,0.053247694],"study_design_scores_gemma":[0.0012139607,0.000051563748,0.03751119,0.0003462078,0.00012949576,0.00001939691,0.0031585663,0.000012298148,0.00011196007,0.035709884,0.92153263,0.00020285395],"about_ca_topic_score_codex":0.0010835708,"about_ca_topic_score_gemma":0.00061166775,"teacher_disagreement_score":0.5504927,"about_ca_system_score_codex":0.000076032695,"about_ca_system_score_gemma":0.00007944297,"threshold_uncertainty_score":0.9997364},"labels":[],"label_agreement":null},{"id":"W2321876861","doi":"","title":"Know Your Sudden Book Well: A Postscript to Toad Church","year":2015,"lang":"en","type":"article","venue":"Chicago Review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art history; Art; Poetry; Vigil; History; Visual arts; Literature; Archaeology","score_opus":0.10611144050205472,"score_gpt":0.3074231142962436,"score_spread":0.20131167379418885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321876861","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007367464,0.40115806,0.000006883442,0.034114514,0.00047991957,0.00041875642,0.000012313957,0.00014749146,0.56292534],"genre_scores_gemma":[0.07417828,0.19572389,0.00078229595,0.13199796,0.0030927318,0.00043901146,0.00037661253,0.00015451868,0.5932547],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986996,0.0002227923,0.0003331246,0.00022288921,0.00028380495,0.00023779178],"domain_scores_gemma":[0.9984342,0.00003853948,0.00009417435,0.00086051074,0.0003099794,0.0002626164],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012149216,0.00015533937,0.00031733996,0.00007128316,0.00021801576,0.0007259866,0.00077913486,0.000042390307,0.0027180428],"category_scores_gemma":[0.0005794184,0.00012335912,0.00010533402,0.00008941624,0.00005676217,0.00088960066,0.00019321904,0.00034981914,0.0033808125],"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":[0.000003968287,0.000037987895,0.000020138605,0.00021551969,0.000013351838,0.0000018166583,0.0049582603,9.928087e-8,0.000008217978,0.02532542,0.9524517,0.016963527],"study_design_scores_gemma":[0.00011892078,0.00006234808,0.00006978257,0.00137165,0.000036450656,0.0000052825585,0.00029178988,0.000003261475,0.0000036688268,0.00042101514,0.9974437,0.00017218066],"about_ca_topic_score_codex":0.00016415544,"about_ca_topic_score_gemma":0.000097221906,"teacher_disagreement_score":0.20543417,"about_ca_system_score_codex":0.00005391296,"about_ca_system_score_gemma":0.000093344795,"threshold_uncertainty_score":0.9981936},"labels":[],"label_agreement":null},{"id":"W2324359384","doi":"10.3138/jsp.47.3.250","title":"Fulfilling the Cultural without Forsaking the Commercial: University Presses in the Philippines from the Perspective of Three Directors","year":2016,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Professionalization; Context (archaeology); Competition (biology); Perspective (graphical); Management; Sociology; Media studies; Political science; Library science; Public relations; Social science; Economics; Law; History","score_opus":0.08445277724786933,"score_gpt":0.2596894477143626,"score_spread":0.17523667046649327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324359384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8066927,0.0037939302,0.00014665314,0.17873706,0.00062617083,0.00020800445,0.000039240495,0.000019327907,0.009736876],"genre_scores_gemma":[0.9976597,0.00027497715,0.00005971261,0.000661184,0.0011974439,0.000001695176,0.0000028490078,0.000012622628,0.00012982008],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705607,0.0012204304,0.0004927006,0.0001446167,0.00085693365,0.00022927397],"domain_scores_gemma":[0.991716,0.0044720066,0.0009982472,0.0006614889,0.002109486,0.000042736476],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006930161,0.00016069021,0.00024344571,0.0001246899,0.0017334246,0.021875527,0.0043606455,0.00008125213,0.000066225184],"category_scores_gemma":[0.008362389,0.000052931355,0.00021340654,0.00025157825,0.0005008185,0.049525224,0.0003135954,0.0019833453,0.0000012339218],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031097664,0.00020494577,0.20634668,0.000011022621,0.00055900216,0.000009092232,0.4408283,0.000057032194,0.0009921495,0.29717967,0.02673612,0.026765024],"study_design_scores_gemma":[0.001204231,0.00010291318,0.30607343,0.00070500193,0.00022990374,0.000018083028,0.29762197,0.00004776324,0.00006008353,0.032933123,0.36075762,0.00024589515],"about_ca_topic_score_codex":0.0076091597,"about_ca_topic_score_gemma":0.013893395,"teacher_disagreement_score":0.33402148,"about_ca_system_score_codex":0.00016443258,"about_ca_system_score_gemma":0.00012912476,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W2326036108","doi":"10.14288/1.0107454","title":"Open access journals support in Canada : pan-Canadian bilingual survey of university libraries &amp; presses Spring 2010 : selected results","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Library science; Political science; Geography; Engineering; Computer science","score_opus":0.24061723206373145,"score_gpt":0.3041326224912988,"score_spread":0.06351539042756735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326036108","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11148938,0.00005145875,0.000004411804,0.000475619,0.00043578015,0.0005331363,0.0011386693,0.000016364229,0.8858552],"genre_scores_gemma":[0.86689496,0.000055557877,0.00017241489,0.000043726945,0.00001821977,0.0000050189033,0.00014663333,0.000010141473,0.1326533],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986894,0.00048511525,0.00031103048,0.0001824453,0.00011829811,0.00021369284],"domain_scores_gemma":[0.9983584,0.00028705565,0.0001946132,0.00041376444,0.0006135536,0.00013260655],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001165793,0.000089372414,0.00019919235,0.0002404143,0.0020641976,0.0086182775,0.0030415123,0.000040392155,0.0038437664],"category_scores_gemma":[0.0010787211,0.00009497873,0.000016057484,0.0008529104,0.00006365392,0.0058005243,0.00094001106,0.00031597362,0.0000024899048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036613547,0.00014909152,0.09609304,0.000007657546,0.00009592457,0.000009965836,0.011415656,0.000022211712,0.0000065656163,0.0010023466,0.89042526,0.0004061487],"study_design_scores_gemma":[0.0004922122,0.000027614058,0.58378863,0.00004147452,0.000013900384,0.0000016877431,0.0020271353,0.000014322999,0.00006225943,0.00028472955,0.41308174,0.00016427152],"about_ca_topic_score_codex":0.9999789,"about_ca_topic_score_gemma":0.9999986,"teacher_disagreement_score":0.7554056,"about_ca_system_score_codex":0.00032060567,"about_ca_system_score_gemma":0.014416721,"threshold_uncertainty_score":0.999235},"labels":[],"label_agreement":null},{"id":"W2330665371","doi":"10.1162/tneq_r_00424","title":"Book Reviews","year":2014,"lang":"en","type":"article","venue":"The New England Quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Icon; Citation; New england; History; Art history; Art; Media studies; Sociology; Library science; Law; Computer science; Political science; Politics","score_opus":0.024491845230610924,"score_gpt":0.22650599953081368,"score_spread":0.20201415430020275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330665371","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029386643,0.035070956,0.0012653621,0.053662036,0.0023804933,0.0006250716,0.000008380655,0.00048049964,0.87712055],"genre_scores_gemma":[0.7697837,0.0003050605,0.00008247666,0.00990609,0.0052726646,0.000024621624,0.000029642171,0.000022078633,0.21457367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992536,0.0002804171,0.00016310338,0.00008640016,0.00009154454,0.00012498435],"domain_scores_gemma":[0.9991942,0.00013169242,0.00006810722,0.00052591535,0.000029437333,0.000050653583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086342567,0.00007934827,0.0001132758,0.000024361438,0.00035037202,0.0006920559,0.00043227492,0.000021028796,0.0009605676],"category_scores_gemma":[0.000054780277,0.000044246754,0.00005170087,0.000017152892,0.000051664374,0.0005552526,0.000011306663,0.00019671838,0.0005983904],"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":[0.0000056145236,0.0000098387545,0.000009345608,0.0000039134197,0.0000052655614,6.965593e-8,0.0542488,1.3962669e-7,0.000013329888,0.086230144,0.66548467,0.1939889],"study_design_scores_gemma":[0.000354843,0.00013304965,0.0000902152,0.000014533293,0.000010415226,0.0000013933733,0.00025111923,0.000040820483,0.000002238726,0.0054288474,0.993601,0.000071499904],"about_ca_topic_score_codex":0.00028475613,"about_ca_topic_score_gemma":0.00067889324,"teacher_disagreement_score":0.74039704,"about_ca_system_score_codex":0.000007218244,"about_ca_system_score_gemma":0.0000116237115,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W2337082130","doi":"10.1201/b10616","title":"The Shape of Content","year":2008,"lang":"en","type":"book","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Mathematics; Mathematical analysis","score_opus":0.15224781644807608,"score_gpt":0.22290905419193077,"score_spread":0.07066123774385469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337082130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000050090308,0.0024143064,6.8134494e-7,0.0007056312,0.000275945,0.000070229595,0.000015375292,0.00003411011,0.9964336],"genre_scores_gemma":[0.003044655,0.0009556363,0.000008271091,0.00014938634,0.00025725242,0.000004767738,0.00005509327,0.000010773187,0.99551415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994629,0.000031034677,0.00020533791,0.00006416423,0.00016481052,0.000071720446],"domain_scores_gemma":[0.9989476,0.0001950063,0.00014985727,0.00044731144,0.00024325577,0.000016922115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020158628,0.00007765361,0.00012142323,0.000030105328,0.0004160454,0.000370372,0.0005607722,0.00005601344,0.0006497729],"category_scores_gemma":[0.000053900654,0.000043236258,0.00008913797,0.0000034147658,0.00028538774,0.0001995738,0.00007511691,0.00028964988,0.000067056964],"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":[0.0000015071666,0.0000043451328,7.1038636e-7,0.000002779754,0.000017291777,1.2404166e-7,0.0016180702,1.1272509e-8,2.8273865e-7,0.6104769,0.38516915,0.0027087945],"study_design_scores_gemma":[0.00004404708,0.000018925766,0.000012576823,0.000026072965,0.00000828366,6.700593e-7,0.00029902146,0.00000978058,0.0000010951865,0.005053084,0.99446917,0.000057303034],"about_ca_topic_score_codex":0.00012788714,"about_ca_topic_score_gemma":0.00064036617,"teacher_disagreement_score":0.60929996,"about_ca_system_score_codex":0.00002783495,"about_ca_system_score_gemma":0.00012309873,"threshold_uncertainty_score":0.71145576},"labels":[],"label_agreement":null},{"id":"W2342594162","doi":"","title":"Canada's new Open Access policy: Integrating libraries into open scholarship","year":2016,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Scholarship; Digital scholarship; Political science; World Wide Web; Computer science; Public relations; Internet privacy; Law","score_opus":0.09242006313989738,"score_gpt":0.293642141997646,"score_spread":0.20122207885774862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342594162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76085854,0.0003471667,0.00010118774,0.07700014,0.0005250321,0.00088638277,0.00027765904,0.00016590815,0.159838],"genre_scores_gemma":[0.9267235,0.00003921481,0.0016051306,0.0013122559,0.00030854938,0.0000022333575,0.00008090239,0.00004899294,0.06987923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704206,0.00061459065,0.00041820982,0.0006673341,0.00066889735,0.0005889032],"domain_scores_gemma":[0.9965063,0.00044186038,0.0005822603,0.0014322465,0.00050090795,0.0005364314],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.0016225517,0.00036647572,0.0005690861,0.00044590875,0.002678,0.008980662,0.015401507,0.00020562434,0.0034826912],"category_scores_gemma":[0.0014848263,0.0003318979,0.00014495688,0.00043569552,0.00049143954,0.039321844,0.011067081,0.0008075275,0.000105175954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009986912,0.00031462332,0.14166902,0.0000917882,0.00044437533,0.000047849182,0.034213714,0.0000030087342,0.0027619293,0.6421373,0.11223236,0.06508534],"study_design_scores_gemma":[0.0034017572,0.00013670049,0.0938177,0.00064631656,0.00007972133,0.0000073033393,0.0054936735,0.000004348001,0.0011896862,0.060038287,0.83433694,0.0008475918],"about_ca_topic_score_codex":0.8078504,"about_ca_topic_score_gemma":0.93044704,"teacher_disagreement_score":0.72210455,"about_ca_system_score_codex":0.00081368495,"about_ca_system_score_gemma":0.005573101,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W2343927902","doi":"","title":"LibGuides: Indigenous & First Nations Studies: Top Resources","year":2008,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Geography; Political science; Biology; Ecology","score_opus":0.07970697287151772,"score_gpt":0.28197957051765415,"score_spread":0.20227259764613642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343927902","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026279048,0.042354956,0.0000026654343,0.004098111,0.0024897084,0.00038846472,0.0002574032,0.0006991331,0.9470817],"genre_scores_gemma":[0.015339161,0.054734897,0.00030971345,0.0016506906,0.0052033616,0.0001868898,0.0010171382,0.00011670325,0.92144144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977743,0.00015233766,0.0007052439,0.00041904396,0.00055029924,0.00039876177],"domain_scores_gemma":[0.9962971,0.0012826707,0.00038465962,0.001115859,0.0008241359,0.000095570926],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048351515,0.00039518593,0.0005447768,0.00073992566,0.004603251,0.00206161,0.0015198386,0.000281342,0.001374562],"category_scores_gemma":[0.001614916,0.0003246515,0.0002278991,0.00014666398,0.00048420439,0.0012994345,0.000362868,0.0009286768,0.00035744818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024452481,0.000060573755,0.000032501393,0.0001154722,0.00022255103,0.000005894357,0.21458437,0.0000028239485,5.2499747e-8,0.013824359,0.77041525,0.0007337241],"study_design_scores_gemma":[0.00012929524,0.00006796921,0.000022396176,0.00033357198,0.000059322967,0.000008006654,0.018325774,0.0000030707552,0.0000014493617,0.0008910583,0.9797556,0.00040251325],"about_ca_topic_score_codex":0.004485945,"about_ca_topic_score_gemma":0.06779863,"teacher_disagreement_score":0.20934033,"about_ca_system_score_codex":0.00021033546,"about_ca_system_score_gemma":0.00024299219,"threshold_uncertainty_score":0.99992055},"labels":[],"label_agreement":null},{"id":"W2344021600","doi":"10.1108/mf-02-2016-0061","title":"Introduction to the special issue on equity indexing","year":2016,"lang":"en","type":"article","venue":"Managerial Finance","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Equity (law); Economics; Business; Financial economics; Political science; Law","score_opus":0.031820973165216794,"score_gpt":0.2521978731769295,"score_spread":0.2203769000117127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344021600","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07087251,0.00003494456,0.00027935806,0.29353696,0.014054394,0.0003388928,0.000026652739,0.00014444519,0.62071186],"genre_scores_gemma":[0.7575925,0.000026777272,0.000050530874,0.0010335079,0.1397658,0.000027123,0.000005006675,0.000012009946,0.10148672],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999329,0.00007031718,0.00012200171,0.00017612439,0.00015118891,0.00015138743],"domain_scores_gemma":[0.99932003,0.000049026134,0.000052916905,0.0005117332,0.000048966936,0.000017302662],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000519855,0.000073378156,0.00007483594,0.00004616832,0.00048520745,0.0006629881,0.00047480693,0.000023217593,0.0012506797],"category_scores_gemma":[0.00026677243,0.00004176291,0.00002886843,0.000047166228,0.00006402913,0.00056628376,0.00018456248,0.000110138695,0.0013268227],"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":[0.000037251993,0.000011317388,0.0000025551963,0.0000012043553,0.0000025193058,3.2902997e-7,0.0019025233,0.000008092556,0.00005222261,0.33900237,0.4449161,0.21406351],"study_design_scores_gemma":[0.000107148335,0.000049645932,0.00047888968,0.000018185146,0.0000024023013,2.0768188e-7,0.00010039628,0.0000028909346,0.00011804964,0.0033302896,0.9957159,0.00007600583],"about_ca_topic_score_codex":0.00008385548,"about_ca_topic_score_gemma":0.0004692854,"teacher_disagreement_score":0.68672,"about_ca_system_score_codex":0.000054952503,"about_ca_system_score_gemma":0.000009198568,"threshold_uncertainty_score":0.99966234},"labels":[],"label_agreement":null},{"id":"W2346721338","doi":"10.1093/occmed/kqv191","title":"Power to the people—open access publishing and knowledge translation","year":2016,"lang":"en","type":"editorial","venue":"Occupational Medicine","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Publishing; Power (physics); Translation (biology); Medicine; Art; Chemistry; Literature","score_opus":0.14567502950511405,"score_gpt":0.40254727689874803,"score_spread":0.256872247393634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346721338","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017783248,0.0018894162,0.00020208921,0.070440866,0.6607497,0.00070625974,0.00058149325,0.000074935495,0.26517746],"genre_scores_gemma":[0.03418028,0.00019355484,0.00005927653,0.00092006905,0.9438453,0.0002054324,0.0025816846,0.000050738556,0.017963717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789256,0.00027057773,0.0004307903,0.00037208118,0.0008243805,0.0002095966],"domain_scores_gemma":[0.9943121,0.003560576,0.0002719213,0.00059904216,0.0011202785,0.00013604616],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024366842,0.00023725072,0.00033349553,0.00027808727,0.0008108068,0.0096746255,0.0030340133,0.00023619685,0.0018814416],"category_scores_gemma":[0.006428898,0.0001313577,0.00003868391,0.00013371398,0.0001674802,0.007208786,0.00076165283,0.00077856466,0.00006604433],"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":[0.00006777599,0.000019924406,0.000059227797,0.000019552195,0.000031117932,1.8580474e-7,0.021664556,1.9630126e-7,0.0000010357865,0.020062756,0.9476295,0.010444175],"study_design_scores_gemma":[0.0006085751,0.00007844444,0.0016598825,0.0004194349,0.000039660925,4.286878e-7,0.0004355606,0.000007970275,1.9847712e-7,0.0024428996,0.99412006,0.0001868589],"about_ca_topic_score_codex":0.0017996562,"about_ca_topic_score_gemma":0.013617761,"teacher_disagreement_score":0.2830956,"about_ca_system_score_codex":0.00009853629,"about_ca_system_score_gemma":0.0004572749,"threshold_uncertainty_score":0.99903095},"labels":[],"label_agreement":null},{"id":"W239081409","doi":"10.29173/slw6948","title":"Editorial: The Synergy of Making Connections","year":2001,"lang":"en","type":"editorial","venue":"School Libraries Worldwide","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Sociology; The Internet; Event (particle physics); Media studies; Public relations; Management; Library science; Political science; Engineering; World Wide Web; Computer science","score_opus":0.019045134557743808,"score_gpt":0.24322312753862818,"score_spread":0.22417799298088437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W239081409","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008068803,0.0016223234,0.000011766457,0.0019354472,0.81442326,0.00016302525,0.00025396977,0.0002290282,0.18135314],"genre_scores_gemma":[0.0014798883,0.00026862265,0.00007849133,0.00013013426,0.9461056,0.00007904083,0.0006262806,0.00008177581,0.05115015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971081,0.00042564358,0.00072433666,0.00035847875,0.0010042497,0.00037918935],"domain_scores_gemma":[0.9937494,0.0032524096,0.0007038041,0.0014833902,0.00071482756,0.00009619864],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089004013,0.00036179135,0.0005007377,0.00029567975,0.0013368033,0.0050219265,0.00211238,0.00047434962,0.0020363838],"category_scores_gemma":[0.006198361,0.00026804008,0.0002583155,0.00022061594,0.0006237448,0.0028731448,0.00046503203,0.0026534721,0.000100854355],"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":[0.000037877344,0.00003191794,0.0000143605175,0.000031751235,0.00010817986,7.337549e-7,0.0016849134,0.00000643,0.0000011798212,0.13435394,0.86347055,0.00025813194],"study_design_scores_gemma":[0.00020053654,0.000038838232,0.000007180538,0.00025689794,0.00009706845,4.0184744e-7,0.0013412059,0.0000043782024,0.0000033978004,0.015798636,0.9819578,0.0002936751],"about_ca_topic_score_codex":0.0011054206,"about_ca_topic_score_gemma":0.0018850643,"teacher_disagreement_score":0.13168238,"about_ca_system_score_codex":0.000087230146,"about_ca_system_score_gemma":0.000890904,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W2400701357","doi":"10.14288/1.0096788","title":"The acquisition of literary papers in Canada","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science; History","score_opus":0.006555824414264076,"score_gpt":0.14776036553645627,"score_spread":0.1412045411221922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400701357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97216296,0.000114924085,3.3993837e-7,0.00031589906,0.00019408132,0.000051538245,0.00006149143,0.000008619923,0.027090171],"genre_scores_gemma":[0.9988403,0.00004670999,0.000022917626,0.000036353063,0.000021296984,1.8955541e-7,0.000017214948,0.0000032178689,0.0010117998],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99955845,0.000045944224,0.00008622247,0.00008262719,0.00013355626,0.00009322894],"domain_scores_gemma":[0.999468,0.00007888605,0.000084538246,0.00023150262,0.00010757912,0.000029478948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020300144,0.000016590868,0.00008207781,0.00001741576,0.00029570484,0.00022072706,0.00037453935,0.00002525213,0.00020445704],"category_scores_gemma":[0.000025576115,0.000045248285,0.00003187279,0.000045310062,0.00018992867,0.00042347194,0.00005998601,0.00019025503,0.0000010187218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012256755,0.00007087764,0.041700587,0.000033156044,0.000025083535,0.000021647505,0.0073467023,0.0000016796687,0.0005155792,0.0008923389,0.009917151,0.93946296],"study_design_scores_gemma":[0.00020549126,0.000011180932,0.97021836,0.000037815284,0.0000046096116,0.0000026261496,0.0056762993,0.000049728096,3.359083e-7,0.00068895007,0.023050778,0.0000538411],"about_ca_topic_score_codex":0.9931721,"about_ca_topic_score_gemma":0.9999247,"teacher_disagreement_score":0.9394091,"about_ca_system_score_codex":0.000046320038,"about_ca_system_score_gemma":0.0002286467,"threshold_uncertainty_score":0.22743525},"labels":[],"label_agreement":null},{"id":"W240213713","doi":"10.7765/9781784991760","title":"Empire of scholars: Universities, networks and the British academic world, 1850–1939","year":2013,"lang":"en","type":"book","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empire; Index (typography); History; Political science; Association (psychology); Media studies; Economic history; Classics; Sociology; Ancient history; Computer science; Philosophy; Epistemology","score_opus":0.02430170736635455,"score_gpt":0.21747296068950328,"score_spread":0.19317125332314872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W240213713","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007249741,0.017467665,0.000010546484,0.0007891921,0.00029965406,0.00027906304,0.000041718915,0.00008730817,0.9802999],"genre_scores_gemma":[0.014608341,0.002624551,0.000020699363,0.00075546344,0.00062491576,0.000008798286,0.00020990505,0.00003241025,0.9811149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987467,0.00020389195,0.0003708954,0.00021725192,0.00025888826,0.00020237527],"domain_scores_gemma":[0.99836683,0.0003995292,0.00032947285,0.0005525143,0.00028447955,0.00006715308],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007698185,0.00020034377,0.00038968993,0.00013081427,0.0010771939,0.004114106,0.0009993871,0.00027564293,0.0020014066],"category_scores_gemma":[0.00003646724,0.00016462784,0.00012381657,0.00003501366,0.0011969991,0.0018387572,0.00040582565,0.0021472375,0.000025025587],"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":[0.000009641645,0.000004692703,0.000012792779,0.00002102006,0.00006736487,7.7758716e-7,0.0019858105,0.0000026535472,4.0522796e-8,0.48108786,0.5128054,0.0040019182],"study_design_scores_gemma":[0.00053208094,0.000013106025,0.000055621425,0.00043122607,0.00008705211,0.0000048965103,0.001994254,0.0001871279,8.0678106e-8,0.013292838,0.9831942,0.00020751743],"about_ca_topic_score_codex":0.0042542852,"about_ca_topic_score_gemma":0.010740714,"teacher_disagreement_score":0.47038877,"about_ca_system_score_codex":0.00010770652,"about_ca_system_score_gemma":0.0002710008,"threshold_uncertainty_score":0.9989109},"labels":[],"label_agreement":null},{"id":"W2460819862","doi":"10.3828/indexer.2002.23.1.8","title":"Compiling an anthology of indexes","year":2002,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Computer science","score_opus":0.13881494456630675,"score_gpt":0.24544688294261258,"score_spread":0.10663193837630583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460819862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90713286,0.0003062872,0.000010518801,0.0012694625,0.00016635437,0.00004379238,0.000005278618,0.00004183233,0.091023624],"genre_scores_gemma":[0.9970438,0.00001707696,0.000033936623,0.00026534018,0.00015070866,0.000002831363,0.0000048496313,0.0000062075947,0.0024752412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994956,0.00011897109,0.00013550557,0.00006321723,0.00009494549,0.00009171411],"domain_scores_gemma":[0.9993612,0.000082982006,0.000067480156,0.00040231316,0.00006841684,0.000017561442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003546776,0.000048577276,0.00008282813,0.00004314998,0.0002675073,0.00017176347,0.00042583214,0.000028193046,0.0012022101],"category_scores_gemma":[0.000038600545,0.000031467847,0.000024959812,0.000023847904,0.00024869022,0.00049039524,0.000050833365,0.00019446987,0.000038375812],"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":[0.000022531383,0.0003567545,0.010225386,0.000014371126,0.00004809511,0.0000018432365,0.24024452,0.00006301982,0.00084150094,0.7123806,0.012805708,0.022995675],"study_design_scores_gemma":[0.001386507,0.0005439281,0.037215713,0.000107148284,0.000100321304,0.000030833347,0.025018862,0.008919124,0.0015164595,0.07003908,0.8543774,0.00074464723],"about_ca_topic_score_codex":0.00020154126,"about_ca_topic_score_gemma":0.00024654766,"teacher_disagreement_score":0.8415717,"about_ca_system_score_codex":0.0000057398643,"about_ca_system_score_gemma":0.0000041625053,"threshold_uncertainty_score":0.9997108},"labels":[],"label_agreement":null},{"id":"W2463431614","doi":"10.7202/1028409ar","title":"Bibliothécaires ou administrateurs ?","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0987787716940281,"score_gpt":0.35648920068238693,"score_spread":0.25771042898835883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463431614","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047307443,0.1157444,0.00061746896,0.09805367,0.0057329936,0.0004805144,0.00029929506,0.00057769247,0.7311865],"genre_scores_gemma":[0.6819624,0.03524797,0.0014419741,0.00401807,0.0015106768,0.00007899332,0.0005937499,0.00009119278,0.27505502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970341,0.00080811733,0.00061705324,0.0003870486,0.00071214203,0.00044154236],"domain_scores_gemma":[0.9976088,0.00027919383,0.00034357002,0.0005957208,0.00077390997,0.00039881858],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0019037592,0.0003273362,0.00027347397,0.004846918,0.00048136117,0.04814956,0.0006502152,0.00017358895,0.007325685],"category_scores_gemma":[0.0003916272,0.00034270858,0.00013198075,0.0024696563,0.0004448927,0.04647446,0.00014059465,0.00052964705,0.0008193419],"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":[0.000037545982,0.00020111477,0.0010052666,0.000041352443,0.00005645588,0.000007688084,0.011647217,0.000020508001,0.000017464637,0.58499503,0.3987881,0.0031822457],"study_design_scores_gemma":[0.0008024881,0.00037101185,0.0014141424,0.00015927467,0.000067306006,0.000017460807,0.008962783,0.00010072294,0.00021299905,0.03387732,0.95361274,0.0004017238],"about_ca_topic_score_codex":0.0065737115,"about_ca_topic_score_gemma":0.0016173847,"teacher_disagreement_score":0.63465494,"about_ca_system_score_codex":0.00020743547,"about_ca_system_score_gemma":0.0006133242,"threshold_uncertainty_score":0.99995863},"labels":[],"label_agreement":null},{"id":"W2463952259","doi":"10.3828/indexer.2003.23.3.7","title":"Indexing legislative text: <i>Alberta Hansard</i>","year":2003,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Terminology; Search engine indexing; Political science; Computer science; Library science; Information retrieval; Linguistics; Law; Philosophy","score_opus":0.03417457526515393,"score_gpt":0.22264838166237597,"score_spread":0.18847380639722203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463952259","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033571675,0.00021010086,0.000057773723,0.002508303,0.0003803699,0.000107349944,0.000003515058,0.000051057246,0.96310985],"genre_scores_gemma":[0.908147,0.000005973688,0.000029171326,0.00093745656,0.00016570647,0.000014761899,0.000006304797,0.000014076157,0.0906796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912447,0.00021215725,0.0001563088,0.000118580174,0.00017540636,0.00021310161],"domain_scores_gemma":[0.9990066,0.00027230097,0.000075572156,0.0005174157,0.00009021777,0.000037883136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072118733,0.0001015254,0.0000977519,0.000044714554,0.00076808396,0.00090796716,0.0004436554,0.000040963783,0.001425555],"category_scores_gemma":[0.0002662433,0.0000653785,0.000052421463,0.00005165675,0.0001864011,0.00086142565,0.000048797196,0.00039778528,0.00023952471],"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":[0.0000056227345,0.000030861418,0.00045291553,0.0000020769457,0.000026447038,4.3268565e-7,0.08696493,0.000010236559,0.000024964618,0.89601666,0.015251311,0.0012135702],"study_design_scores_gemma":[0.00014935744,0.000013588916,0.00016912592,0.000014571689,0.000011376465,0.0000023997377,0.0022256735,0.000033947665,0.00009182411,0.01567876,0.9814972,0.000112163085],"about_ca_topic_score_codex":0.0013607246,"about_ca_topic_score_gemma":0.0037314703,"teacher_disagreement_score":0.9662459,"about_ca_system_score_codex":0.000031570376,"about_ca_system_score_gemma":0.000051661344,"threshold_uncertainty_score":0.9994873},"labels":[],"label_agreement":null},{"id":"W2464368084","doi":"10.20361/g2ng71","title":"Time for spring cleaning and decluttering? But what about books?","year":2016,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pleasure; MAGIC (telescope); Reading (process); Closet; Clothing; Visual arts; Media studies; Sociology; Aesthetics; Art; History; Psychology; Law; Political science","score_opus":0.013305001585952622,"score_gpt":0.23466028429310815,"score_spread":0.22135528270715552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464368084","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41088676,0.57509553,0.000053799176,0.0100044105,0.0002289068,0.0008636584,0.00013034817,0.000087812215,0.0026487831],"genre_scores_gemma":[0.91178805,0.078227244,0.00058921904,0.0055700704,0.0009848351,0.00007521712,0.000081295104,0.000054054086,0.002629992],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917674,0.00011848202,0.00028106562,0.0001527055,0.00012201317,0.00014896423],"domain_scores_gemma":[0.9989018,0.00020184946,0.00020082424,0.0005032183,0.00015799647,0.0000343546],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00085751124,0.0001328312,0.00024250978,0.000039058275,0.00026578383,0.0010737202,0.0004498375,0.0000390664,0.000069656206],"category_scores_gemma":[0.00015731277,0.000066594876,0.00010453031,0.000030433639,0.00013744475,0.0015566238,0.000116337986,0.00015988789,0.000009769348],"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":[0.00009837017,0.00007321136,0.00052584405,0.004411187,0.00031813624,0.0000012573507,0.020112665,2.503994e-7,0.001655619,0.46157902,0.020417169,0.49080727],"study_design_scores_gemma":[0.00040128749,0.00006551748,0.0023159205,0.052022323,0.00010052666,0.00002150211,0.00004891895,0.0000082972465,0.00016077781,0.0016708605,0.94294333,0.00024076401],"about_ca_topic_score_codex":0.00001640023,"about_ca_topic_score_gemma":0.0000075686407,"teacher_disagreement_score":0.9225261,"about_ca_system_score_codex":0.000010104919,"about_ca_system_score_gemma":0.00001123344,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W2467599755","doi":"10.3828/indexer.2010.32","title":"One index, two formats: print versus web indexes for political debates in British Columbia","year":2010,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Politics; Media studies; Political science; History; World Wide Web; Sociology; Computer science; Law","score_opus":0.038215263036208987,"score_gpt":0.2608917548302786,"score_spread":0.22267649179406962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467599755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97488797,0.00004236143,0.000012545667,0.0021380351,0.00072085304,0.00033990285,0.000048986083,0.000086156906,0.02172317],"genre_scores_gemma":[0.9971247,0.0000054028797,0.00009939664,0.00047542286,0.00047419002,0.00012734557,0.000032496464,0.000021460688,0.001639597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988869,0.000065889195,0.00028574278,0.00015212683,0.00020314987,0.0004061881],"domain_scores_gemma":[0.99883646,0.0003939343,0.00007287716,0.0004692828,0.00014999042,0.00007748264],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000783437,0.000083556835,0.0001596039,0.00005298825,0.00053366035,0.0032789118,0.000670097,0.000091036956,0.0005222011],"category_scores_gemma":[0.0003271391,0.00009820417,0.00006459488,0.000042131258,0.00030245614,0.0009006881,0.00016206884,0.00076534884,0.000026466636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028638472,0.0007659388,0.07294841,0.00006684203,0.00013791437,0.000003073302,0.018207246,0.000009751716,0.00046820322,0.85985756,0.013144051,0.034104608],"study_design_scores_gemma":[0.009353199,0.0002995627,0.16431046,0.00019623151,0.000085299376,0.000018608864,0.00912343,0.002222906,0.00014477171,0.22302161,0.590239,0.0009849176],"about_ca_topic_score_codex":0.03620163,"about_ca_topic_score_gemma":0.71838677,"teacher_disagreement_score":0.6821851,"about_ca_system_score_codex":0.000051939976,"about_ca_system_score_gemma":0.000100171565,"threshold_uncertainty_score":0.99775577},"labels":[],"label_agreement":null},{"id":"W2468126847","doi":"10.3138/jsp.47.4.336","title":"Observations on Revised Art History Dissertations Published by University Presses","year":2016,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Subject (documents); Library science; Multidisciplinary approach; Focus (optics); History; Sociology; Social science; Computer science","score_opus":0.06568084221629385,"score_gpt":0.21727696648277145,"score_spread":0.15159612426647762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468126847","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28608578,0.0033548512,0.0014034086,0.2698688,0.0043313038,0.0002717561,0.00021692233,0.00031348306,0.4341537],"genre_scores_gemma":[0.8743407,0.00034462017,0.00088780833,0.0018835717,0.0008901363,0.0000032404168,0.00011663836,0.000045456534,0.121487804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976724,0.00039460362,0.00062787026,0.00021808282,0.0008304611,0.00025657998],"domain_scores_gemma":[0.99411935,0.00076618517,0.0009732721,0.0005597913,0.0033186392,0.0002627459],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0026606903,0.00017270132,0.00027013596,0.000587616,0.00060589856,0.02661999,0.0018505077,0.00013578386,0.0013505579],"category_scores_gemma":[0.011262623,0.00012582417,0.00018480878,0.0001714082,0.00014461791,0.21424714,0.0001051314,0.0013194943,0.000038748858],"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":[0.00005547488,0.00016540124,0.0023544861,0.00000832487,0.00006749031,0.000005117524,0.0028260779,0.0000017096229,0.0026676573,0.12786931,0.8609995,0.0029794273],"study_design_scores_gemma":[0.0007742864,0.00011118134,0.0065845447,0.00025651394,0.00004631976,0.000004633735,0.001399657,0.000004028398,0.000030142754,0.0015711846,0.9890428,0.00017468465],"about_ca_topic_score_codex":0.00010538137,"about_ca_topic_score_gemma":0.00012899838,"teacher_disagreement_score":0.5882549,"about_ca_system_score_codex":0.00074581354,"about_ca_system_score_gemma":0.0003845257,"threshold_uncertainty_score":0.9995623},"labels":[],"label_agreement":null},{"id":"W2474957306","doi":"10.1515/texmat-2015-0005","title":"Thoreau and Spadina Dreamers Unite: Idealistic Communities in Canadian Publishing","year":2015,"lang":"en","type":"article","venue":"Text Matters","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Flourishing; Publishing; Craft; Context (archaeology); Sociology; Media studies; Mainstream; Identity (music); Idealism; Government (linguistics); Law; Political science; History; Aesthetics; Visual arts; Art","score_opus":0.08048775742463743,"score_gpt":0.2547500588587528,"score_spread":0.17426230143411536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474957306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5724765,0.000647643,0.0000076118527,0.05542831,0.0004833021,0.00018156179,0.00008775042,0.0001388624,0.37054843],"genre_scores_gemma":[0.99169165,0.000021224278,0.00006376932,0.0064538256,0.000076084594,0.000010608267,0.00020396932,0.000018521228,0.0014603214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990009,0.000221158,0.0001875353,0.000100740595,0.00014971418,0.00033992334],"domain_scores_gemma":[0.998981,0.00015869936,0.000056909907,0.0003887271,0.00011032076,0.00030435112],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011979163,0.00011607347,0.00013779204,0.00043681814,0.00030536117,0.0039970656,0.00048194407,0.000050143157,0.0002041347],"category_scores_gemma":[0.00021337524,0.000114491246,0.000017684242,0.00008222985,0.00025800997,0.002708684,0.000094289535,0.00042787933,0.000036810347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001539995,0.000031075353,0.03113303,0.000034370994,0.000024666459,0.000014477723,0.2882474,0.000030055186,0.0000025296279,0.3454254,0.32830077,0.006740818],"study_design_scores_gemma":[0.0003728383,0.00002841873,0.0064383624,0.00008563747,0.000011485489,0.000008397645,0.0740384,0.00056772854,5.1265175e-7,0.006927968,0.9112832,0.00023707152],"about_ca_topic_score_codex":0.9258188,"about_ca_topic_score_gemma":0.9439492,"teacher_disagreement_score":0.5829824,"about_ca_system_score_codex":0.00023224646,"about_ca_system_score_gemma":0.00016194457,"threshold_uncertainty_score":0.9970369},"labels":[],"label_agreement":null},{"id":"W2479194644","doi":"10.3828/indexer.2000.22.2.9","title":"History of societies of indexing part 7: 1992–5","year":2000,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.05506782453884056,"score_gpt":0.20974900331309368,"score_spread":0.15468117877425314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479194644","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4265945,0.0015206935,0.0000010303719,0.00081737747,0.00020818709,0.00004797851,0.0000069964613,0.000025996062,0.57077724],"genre_scores_gemma":[0.9184794,0.0000625044,0.0000111981135,0.00021450779,0.000119341836,0.0000036957047,0.000004619241,0.000006073839,0.08109868],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946314,0.00007259157,0.00018324904,0.0000500531,0.00015324599,0.000077733646],"domain_scores_gemma":[0.99942017,0.0000786937,0.000093815426,0.0003379582,0.000057591053,0.000011759359],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004520248,0.000049400573,0.000097917226,0.000025711894,0.000096941934,0.000041151874,0.00034782043,0.000029099,0.003648523],"category_scores_gemma":[0.000021784168,0.000033892193,0.000055737317,0.00001621896,0.0003595028,0.00032076007,0.000031391555,0.00017027023,0.000016308262],"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":[0.000052401883,0.00014236147,0.0008361155,0.00004779132,0.00008123562,2.5430452e-7,0.3134789,0.000033229782,0.00028456707,0.18064938,0.482302,0.022091752],"study_design_scores_gemma":[0.00008901919,0.000018167617,0.00057375815,0.000029503784,0.000011676937,2.8457688e-7,0.0016801573,0.000030011548,0.00007735815,0.003993708,0.99344647,0.000049901082],"about_ca_topic_score_codex":0.00047988124,"about_ca_topic_score_gemma":0.00008221018,"teacher_disagreement_score":0.51114446,"about_ca_system_score_codex":0.000042944135,"about_ca_system_score_gemma":0.00005648793,"threshold_uncertainty_score":0.9972623},"labels":[],"label_agreement":null},{"id":"W2482990642","doi":"","title":"Library Services: Vancouver Citation Style Guide: Package Inserts","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Citation; Computer science; Library science; World Wide Web; Geography; Archaeology","score_opus":0.031041876386243127,"score_gpt":0.22857769350638038,"score_spread":0.19753581712013726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482990642","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12787275,0.00032833975,0.000033787306,0.00059189973,0.00072810444,0.00007558974,0.000011109739,0.00030558236,0.8700528],"genre_scores_gemma":[0.85672534,0.000021592385,0.00059394166,0.0020635847,0.0005169318,0.000010304822,0.0001467789,0.000017142464,0.13990441],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993171,0.00008155436,0.0001787254,0.00008642518,0.00014912132,0.00018703901],"domain_scores_gemma":[0.9993562,0.000064264226,0.00006825309,0.00037081822,0.000060370672,0.000080057034],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025666744,0.00008605021,0.000076908764,0.000080089296,0.0002899035,0.0011552111,0.00029877707,0.00004048937,0.0057687755],"category_scores_gemma":[0.000020195139,0.000069258545,0.00003718783,0.000044010394,0.00003125935,0.009764177,0.000092190116,0.00013252663,0.00033581245],"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":[0.000005589241,0.00011096037,0.007686792,0.000028809889,0.000017728828,2.7050388e-7,0.05005289,3.9320037e-7,0.00005322554,0.19911891,0.73912716,0.003797293],"study_design_scores_gemma":[0.00011843617,0.00001277622,0.0032872234,0.000012214404,0.000007296764,2.577899e-7,0.0073778345,0.00004910494,0.00009383899,0.0014388714,0.9874886,0.000113518916],"about_ca_topic_score_codex":0.00044951215,"about_ca_topic_score_gemma":0.0018366957,"teacher_disagreement_score":0.73014843,"about_ca_system_score_codex":0.000015083147,"about_ca_system_score_gemma":0.000016500904,"threshold_uncertainty_score":0.9998817},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2486479915","doi":"10.1007/s40037-016-0284-2","title":"The three ‘S’s of editing: story, structure, and style","year":2016,"lang":"en","type":"editorial","venue":"Perspectives on Medical Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Style (visual arts); Computer science; Data science; World Wide Web; Visual arts; Art","score_opus":0.012201461430267768,"score_gpt":0.28501593650391505,"score_spread":0.27281447507364726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486479915","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022796511,0.0077095875,0.00001312411,0.01743323,0.9437115,0.0002494204,0.00017115792,0.000060675695,0.028371617],"genre_scores_gemma":[0.097167246,0.0013220164,0.000020008814,0.0000640526,0.8964332,0.000037967897,0.00013601246,0.000032920936,0.0047865952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979529,0.00024568808,0.00025047886,0.00028811497,0.0010989368,0.00016390809],"domain_scores_gemma":[0.9960615,0.0021175114,0.00035141464,0.0005435462,0.0007967359,0.00012927823],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010626905,0.00017440993,0.0002122236,0.000113476475,0.0006855628,0.00047460644,0.0006781117,0.00030595055,0.0005405315],"category_scores_gemma":[0.017682368,0.000102336664,0.000059137652,0.000029005761,0.0008613319,0.00033224473,0.000084859,0.0013098961,0.00000782335],"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":[0.00001818342,0.00007674256,0.000006758729,0.000020877358,0.000033489527,5.8294116e-8,0.024023848,8.790876e-9,8.647218e-7,0.11782912,0.83532226,0.022667775],"study_design_scores_gemma":[0.0001672267,0.00008703108,0.00009609443,0.0002651106,0.000024608873,2.7948138e-7,0.020160275,0.000004527564,0.0000015688237,0.008126236,0.97095305,0.00011400997],"about_ca_topic_score_codex":0.00027498032,"about_ca_topic_score_gemma":0.0010818348,"teacher_disagreement_score":0.13563076,"about_ca_system_score_codex":0.00016360731,"about_ca_system_score_gemma":0.0013083816,"threshold_uncertainty_score":0.9905921},"labels":[],"label_agreement":null},{"id":"W2489941173","doi":"10.3828/indexer.2005.24.4.6","title":"Impressions of a first Canadian conference","year":2005,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Library science; Political science; Computer science","score_opus":0.05250200279649716,"score_gpt":0.2284174245756859,"score_spread":0.17591542177918873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489941173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36220855,0.00019586209,0.0000054319917,0.026264677,0.00013388444,0.000079250494,0.000032481483,0.000026647742,0.6110532],"genre_scores_gemma":[0.9922759,0.000009191809,0.000018224946,0.00030786556,0.00012454021,0.000005316281,0.0000048005622,0.0000033876502,0.007250786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969035,0.000027270753,0.000085172105,0.000038853457,0.00006847472,0.0000898839],"domain_scores_gemma":[0.9994962,0.00004837314,0.000034472327,0.0002972429,0.000082617815,0.00004109041],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018094733,0.00003462056,0.00004502232,0.000036705515,0.00037392837,0.00019788522,0.00036734273,0.000019128702,0.001751393],"category_scores_gemma":[0.000042678297,0.00002144685,0.000019182451,0.000015707295,0.000101885365,0.00030789585,0.000031553885,0.00013848062,0.000046173223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007143669,0.000048893937,0.0020101834,0.0000061184405,0.00002581417,3.5239137e-7,0.14906347,0.000029696232,0.00006922554,0.73854136,0.0976648,0.012532967],"study_design_scores_gemma":[0.00005856089,0.000006032851,0.0018219546,0.000018027662,0.000005074565,4.5832294e-7,0.0012911297,0.00029439782,0.000047012407,0.0015311169,0.9948854,0.000040843548],"about_ca_topic_score_codex":0.12064911,"about_ca_topic_score_gemma":0.76307684,"teacher_disagreement_score":0.8972206,"about_ca_system_score_codex":0.000019528032,"about_ca_system_score_gemma":0.00006858407,"threshold_uncertainty_score":0.9991611},"labels":[],"label_agreement":null},{"id":"W2496341340","doi":"10.1515/9783110260588.1","title":"Introduction to indexing and retrieval of non-text information","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Search engine indexing; Information retrieval; Computer science","score_opus":0.02368809503781768,"score_gpt":0.21378978126543333,"score_spread":0.19010168622761564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496341340","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081092137,0.00018126433,0.00011618128,0.0014439756,0.00045255385,0.00014699754,0.000017051554,0.00003712623,0.9967939],"genre_scores_gemma":[0.17861791,0.00016168853,0.00037707295,0.00033163567,0.0030784179,0.0000028054149,0.0002903262,0.00002275625,0.8171174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937135,0.00000898295,0.00028556658,0.000076988275,0.00017434878,0.00008277292],"domain_scores_gemma":[0.9991747,0.000026503498,0.00018959442,0.00029547975,0.0002637385,0.000049962742],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004136967,0.00010885972,0.00015295233,0.0002460232,0.0001375617,0.00044388432,0.00013731916,0.00011129626,0.0016450151],"category_scores_gemma":[0.000066291155,0.00009796828,0.00003180739,0.000009016322,0.00006122882,0.002552874,0.00010227494,0.00027972195,0.00014826933],"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":[0.000022334334,0.0000045690017,0.0000046880627,0.00004036023,0.000021744008,1.7482098e-8,0.013933068,6.679129e-7,0.000020756122,0.9205331,0.03198139,0.03343727],"study_design_scores_gemma":[0.000066218454,0.00004143938,0.00006558802,0.000040961677,0.000020172765,0.0000010205008,0.00029163453,0.000010621289,0.000029631585,0.002377722,0.9969373,0.000117737975],"about_ca_topic_score_codex":0.00007712084,"about_ca_topic_score_gemma":0.00005986484,"teacher_disagreement_score":0.96495587,"about_ca_system_score_codex":0.000033872413,"about_ca_system_score_gemma":0.00002054079,"threshold_uncertainty_score":0.99926764},"labels":[],"label_agreement":null},{"id":"W2514331931","doi":"","title":"It's About Time: A Case Study of Acquiring, Producing, and Promoting a Timely Book from an Independent Canadian Publisher","year":2016,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Operations research; Public relations; Business; Political science; Engineering","score_opus":0.02150441421859765,"score_gpt":0.21370075342244635,"score_spread":0.1921963392038487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514331931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98175055,0.000103734,0.0000022233608,0.00087272405,0.00010704543,0.0003311489,0.00006312142,0.000070707945,0.01669873],"genre_scores_gemma":[0.9828979,0.0000087486915,0.000018041388,0.00014555325,0.0000923176,0.0000017330614,0.000022700513,0.000019486122,0.016793558],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865687,0.00025201993,0.00020154362,0.00041210226,0.00020961459,0.00026783618],"domain_scores_gemma":[0.998565,0.00007014606,0.0001614512,0.0006550954,0.00027210065,0.0002761881],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004143609,0.00016343576,0.0001998756,0.00047494093,0.00057856174,0.00070229033,0.00052672345,0.00008062572,0.0010443545],"category_scores_gemma":[0.0000942851,0.00014118574,0.000035793382,0.00011041173,0.00014087094,0.0046103625,0.00018319108,0.00021269372,0.000020848078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100642086,0.0010677754,0.7805179,0.00003477208,0.00037128196,0.0017437213,0.105150476,0.0000031275993,0.000044513534,0.0012631621,0.095969595,0.013733056],"study_design_scores_gemma":[0.0027140407,0.00061262224,0.0066406373,0.00019988685,0.00018889482,3.99985e-7,0.24292725,0.0001168242,0.000065989465,0.00014422358,0.7458145,0.0005746946],"about_ca_topic_score_codex":0.34097132,"about_ca_topic_score_gemma":0.97597283,"teacher_disagreement_score":0.77387726,"about_ca_system_score_codex":0.00015769452,"about_ca_system_score_gemma":0.00018454014,"threshold_uncertainty_score":0.9998688},"labels":[],"label_agreement":null},{"id":"W2518663592","doi":"","title":"English Literature: Victorians and Moderns","year":2014,"lang":"en","type":"book","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Casebook; Drama; English literature; Poetry; Literature; Art; Performance art; History; Art history; Law","score_opus":0.0828152571966436,"score_gpt":0.2943197799952047,"score_spread":0.2115045227985611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518663592","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011852696,0.012483254,0.0000027805052,0.0072882916,0.0011717865,0.0013651634,0.0019455018,0.00084485364,0.97477984],"genre_scores_gemma":[0.0017523202,0.007147914,0.00046017594,0.0016357419,0.007057938,0.00024477486,0.020810297,0.00043243647,0.9604584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369514,0.0014803373,0.00085800356,0.0014031832,0.0014006953,0.0011626218],"domain_scores_gemma":[0.9941593,0.0013404837,0.0003408544,0.0029171896,0.00043973926,0.00080243836],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.0016961663,0.0007804694,0.0009794624,0.007829667,0.001665197,0.07015823,0.00786046,0.0008613537,0.0051274872],"category_scores_gemma":[0.0003718929,0.00069859414,0.00024505716,0.0017307763,0.0012356091,0.052209422,0.00824743,0.0048424397,0.0005189434],"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":[0.000070841525,0.000055436252,0.00006202477,0.00018145451,0.00007514852,0.000030060466,0.0054718577,1.529736e-7,7.8772234e-7,0.4056501,0.5872097,0.0011924085],"study_design_scores_gemma":[0.00055644376,0.0002532415,0.000070065566,0.00082877406,0.00002677206,0.0000053622007,0.00016187373,0.000027615208,0.00001496084,0.09783317,0.8994823,0.0007394001],"about_ca_topic_score_codex":0.00012054391,"about_ca_topic_score_gemma":0.00008945915,"teacher_disagreement_score":0.31227258,"about_ca_system_score_codex":0.000059112237,"about_ca_system_score_gemma":0.0018594316,"threshold_uncertainty_score":0.9997737},"labels":[],"label_agreement":null},{"id":"W2520301094","doi":"10.3828/indexer.2010.17","title":"The visual appeal of indexes: an exploration <sup>1</sup>","year":2010,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appeal; Search engine indexing; Index (typography); Usability; World Wide Web; Media studies; Political science; Library science; Computer science; Sociology; Law; Human–computer interaction","score_opus":0.050531808964856324,"score_gpt":0.27779758600521987,"score_spread":0.22726577704036355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520301094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735229,0.00005244666,0.00003605515,0.0027891744,0.00029089843,0.00013205336,0.0000057914017,0.000057348145,0.023113303],"genre_scores_gemma":[0.9972115,0.000012957404,0.000016187802,0.0001681337,0.0005516809,0.000021552698,0.000022286551,0.000012206564,0.0019834936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915475,0.00016421737,0.0002111507,0.000091678434,0.00023802259,0.00014018225],"domain_scores_gemma":[0.99888384,0.00018094027,0.000113493115,0.00062032964,0.000168483,0.00003291437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011815403,0.000081268656,0.00008008962,0.000038359405,0.0009655641,0.00090664846,0.00071625045,0.000054347078,0.00015664226],"category_scores_gemma":[0.0001241429,0.000043156826,0.000040552044,0.000040812476,0.00035321555,0.001930411,0.000085384534,0.000536401,0.00003864692],"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":[0.00007011212,0.00017795726,0.0009201725,0.0000065986314,0.000039848866,2.7587492e-7,0.17664531,0.0001023175,0.00078499713,0.7808125,0.005356243,0.035083666],"study_design_scores_gemma":[0.0006418796,0.00027198374,0.0032362822,0.00003064226,0.00004914452,0.0000039923907,0.058280643,0.009063183,0.00080383074,0.0780811,0.8491749,0.00036242776],"about_ca_topic_score_codex":0.00038788258,"about_ca_topic_score_gemma":0.0018433761,"teacher_disagreement_score":0.84381866,"about_ca_system_score_codex":0.000008078986,"about_ca_system_score_gemma":0.000043220443,"threshold_uncertainty_score":0.87428325},"labels":[],"label_agreement":null},{"id":"W2533668364","doi":"10.5703/1288284316261","title":"Do‐It‐Yourself Title Overlap Comparisons","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Search engine indexing; Computer science; Service (business); Information retrieval; World Wide Web; Automatic indexing","score_opus":0.0947752123204006,"score_gpt":0.2740729767699278,"score_spread":0.17929776444952722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533668364","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017469216,0.000060106377,0.000112105816,0.004616778,0.00022606544,0.000015162057,0.0000054715556,0.00006625401,0.9931511],"genre_scores_gemma":[0.75652546,0.0000097066095,0.000087220316,0.00023048926,0.00012699627,0.0000013279986,0.0000022639388,0.000003229779,0.24301328],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978423,0.000015210145,0.000048449998,0.000043168387,0.000053864955,0.000055076387],"domain_scores_gemma":[0.9997229,0.000034210734,0.000014615117,0.00017867287,0.000031029485,0.000018598652],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008498553,0.000027010747,0.000033635733,0.0000201363,0.00008742537,0.00024321197,0.00012944372,0.000012712695,0.01607117],"category_scores_gemma":[0.000021028825,0.00001544124,0.000018058527,0.0000068147265,0.00003323822,0.00028084603,0.000022866227,0.00004097025,0.0036618486],"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":[3.4698982e-7,0.0000074681498,0.00015107491,2.9542602e-7,0.0000022875731,4.5988216e-8,0.00038516073,7.868344e-9,0.0000107318665,0.42416212,0.5729139,0.002366554],"study_design_scores_gemma":[0.000051046554,0.0000053292906,0.0002023403,0.0000062870563,0.0000019201757,1.865583e-7,0.00032303215,0.0000045960064,0.000011284847,0.0014467097,0.9979124,0.000034857207],"about_ca_topic_score_codex":0.000045759574,"about_ca_topic_score_gemma":0.000121252386,"teacher_disagreement_score":0.75477856,"about_ca_system_score_codex":0.000009105055,"about_ca_system_score_gemma":0.000009686336,"threshold_uncertainty_score":0.99711394},"labels":[],"label_agreement":null},{"id":"W2536835918","doi":"10.1016/j.carj.2016.09.001","title":"Predatory Publishing: A Sinister, Brave New World","year":2016,"lang":"en","type":"editorial","venue":"Canadian Association of Radiologists Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Publishing; Law","score_opus":0.02955455757848068,"score_gpt":0.25011571021844686,"score_spread":0.22056115263996617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536835918","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000426321,0.0012400998,0.00002726515,0.014997979,0.8073183,0.00014642996,0.0018814909,0.00005911095,0.17428672],"genre_scores_gemma":[0.003879809,0.0003470743,0.00007944309,0.00046046043,0.70566416,0.000004651786,0.0006175898,0.000049377188,0.28889745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639505,0.0007254666,0.0009319419,0.00029339356,0.0010080736,0.0006460475],"domain_scores_gemma":[0.9920834,0.0016774962,0.002635412,0.0005599809,0.0022214,0.0008223214],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004121657,0.0003117632,0.00061785337,0.0011103847,0.00072533963,0.0075661843,0.0018584278,0.0009899174,0.0015079994],"category_scores_gemma":[0.021506697,0.00026713754,0.00030795037,0.000109138964,0.00017515826,0.003688942,0.00006822016,0.0030516195,0.000059389764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000012099497,0.00001120568,0.0005044344,0.000012210828,0.00021350976,0.000008190759,0.001966936,7.267721e-7,7.312245e-7,0.0066458196,0.9872502,0.0033739398],"study_design_scores_gemma":[0.00067571725,0.00007852423,0.00017061044,0.00018195999,0.000058183134,0.000004663549,0.00012739358,0.0000016990142,6.32974e-7,0.0037068895,0.9946956,0.00029813277],"about_ca_topic_score_codex":0.031243907,"about_ca_topic_score_gemma":0.5542028,"teacher_disagreement_score":0.5229589,"about_ca_system_score_codex":0.004991705,"about_ca_system_score_gemma":0.0087806005,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W2539039553","doi":"","title":"Do Caged Books Sing","year":2011,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Art; Art history; Media studies; Visual arts; Library science; History; Sociology; Computer science","score_opus":0.17133092715287732,"score_gpt":0.23673802024114543,"score_spread":0.06540709308826811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539039553","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070825584,0.00008503775,0.000044309185,0.0001288947,0.00015577015,0.000024691935,9.064962e-7,0.00011834637,0.92861646],"genre_scores_gemma":[0.95957386,0.0000028572497,0.00037864945,0.0002719489,0.0000924165,0.0000024532874,0.0000031308505,0.0000052101755,0.039669465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996827,0.000036934205,0.00007875592,0.00006107912,0.00006007763,0.00008045732],"domain_scores_gemma":[0.99963295,0.000018512801,0.000023303344,0.0002474861,0.00005203992,0.00002569513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022120387,0.000039703158,0.000041777515,0.00003589117,0.0002839671,0.0006206268,0.00019985315,0.00001542009,0.004617969],"category_scores_gemma":[0.000030523322,0.000031170395,0.00002296852,0.0000075419744,0.000046428806,0.00076461275,0.000036920388,0.00011566717,0.0001434906],"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":[0.0000028070363,0.000025021312,0.0002974302,0.0000015889726,0.0000067562432,5.646646e-7,0.069948636,3.125457e-8,0.000039401275,0.9125851,0.01199978,0.0050929114],"study_design_scores_gemma":[0.00016866197,0.000039051352,0.0015498708,0.0000146288585,0.000010390177,0.0000014240777,0.009303348,0.00003164748,0.00032103996,0.027336042,0.9610547,0.00016922905],"about_ca_topic_score_codex":0.0010292727,"about_ca_topic_score_gemma":0.0006321397,"teacher_disagreement_score":0.9490549,"about_ca_system_score_codex":0.000008441315,"about_ca_system_score_gemma":0.000009381956,"threshold_uncertainty_score":0.99629194},"labels":[],"label_agreement":null},{"id":"W2544621571","doi":"10.1002/leap.1055","title":"The University Press Redux: Introduction","year":2016,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Sociology; Library science; Media studies; Management; Political science; Public relations; Law; Computer science; Economics","score_opus":0.04249495339198943,"score_gpt":0.21209001800448607,"score_spread":0.16959506461249663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544621571","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02077261,0.00041422923,0.00029745407,0.4542627,0.0023471254,0.00014544016,0.000016678598,0.00048095416,0.5212628],"genre_scores_gemma":[0.8015261,0.00016637145,0.00005597919,0.00013932672,0.0022267653,0.000002295697,0.000014656051,0.000013352767,0.19585516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989912,0.00027693348,0.00012252445,0.00018629654,0.00020906508,0.00021399031],"domain_scores_gemma":[0.9986988,0.00032131388,0.00010850352,0.0005737737,0.00024317909,0.000054433505],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012793837,0.0000735872,0.000063973406,0.00005212578,0.0015454565,0.008091029,0.0008908686,0.00005198829,0.00019661806],"category_scores_gemma":[0.0016460222,0.00004222377,0.00004544287,0.000051496463,0.00019922783,0.012136589,0.0001731567,0.00034771077,0.00004037329],"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":[0.000018533445,0.000009268008,0.000042070118,0.000001425236,0.000012272601,3.6606167e-7,0.002297739,0.0000011634622,0.000084293686,0.6520387,0.28642148,0.05907269],"study_design_scores_gemma":[0.00018303236,0.000011582762,0.00022052866,0.000010967753,0.0000065103854,0.0000011295504,0.0021248558,0.000017848555,0.000039677943,0.0024552993,0.99485004,0.000078532],"about_ca_topic_score_codex":0.0004822778,"about_ca_topic_score_gemma":0.0003529002,"teacher_disagreement_score":0.7807535,"about_ca_system_score_codex":0.000099345074,"about_ca_system_score_gemma":0.000035698624,"threshold_uncertainty_score":0.99975437},"labels":[],"label_agreement":null},{"id":"W2552811301","doi":"10.1353/csd.2016.0087","title":"A Guide to Becoming a Scholarly Practitioner in Student Affairs by Lisa J. Hatfield and Vicki L. Wise","year":2016,"lang":"en","type":"article","venue":"Journal of college student development","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Student affairs; Sociology; Accountability; Higher education; Library science; Public relations; Political science; Law; Computer science","score_opus":0.023549454128404434,"score_gpt":0.2894814715777641,"score_spread":0.2659320174493597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552811301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94847167,0.0007953897,0.00022402438,0.021530535,0.0006610741,0.00037621922,0.000013976192,0.000020013453,0.0279071],"genre_scores_gemma":[0.9807154,0.00019549014,0.0021929536,0.0006804464,0.0001587729,0.000033676613,0.0000014278119,0.000015516762,0.016006328],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978498,0.00014724766,0.0008569862,0.00017017602,0.0007423702,0.00023339526],"domain_scores_gemma":[0.99855053,0.00020945369,0.00036898305,0.00019400837,0.000495162,0.00018183026],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020413734,0.00016257977,0.00028379835,0.00038316185,0.0003287212,0.0012845902,0.0005482195,0.000050940696,0.00023361114],"category_scores_gemma":[0.00030862837,0.00011238124,0.000048757865,0.00008902835,0.000042249183,0.003165938,0.00026592278,0.00032813946,0.000017691009],"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":[0.00045281742,0.0026287278,0.06094286,0.00004698545,0.0007486637,0.00020176811,0.33074743,0.0000062638087,0.0045680557,0.026042042,0.5275816,0.0460328],"study_design_scores_gemma":[0.0018496701,0.00019340453,0.032129582,0.00042664763,0.000018682504,0.00002004345,0.028624581,3.7493717e-7,0.00024499308,0.000105994564,0.93616277,0.00022325348],"about_ca_topic_score_codex":0.000045179513,"about_ca_topic_score_gemma":0.0011493927,"teacher_disagreement_score":0.40858117,"about_ca_system_score_codex":0.0004239559,"about_ca_system_score_gemma":0.000257017,"threshold_uncertainty_score":0.99975216},"labels":[],"label_agreement":null},{"id":"W2560596576","doi":"","title":"Nurturing the future filial bonds in select native Canadian writing","year":2009,"lang":"en","type":"article","venue":"Shodhganga","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.018522298507569944,"score_gpt":0.23028832213863934,"score_spread":0.2117660236310694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560596576","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4384655,0.0011189034,0.0000016067812,0.033397138,0.0003578075,0.00016386712,0.000025959947,0.00008445649,0.5263848],"genre_scores_gemma":[0.99469626,0.000012900119,0.00003539692,0.0018152947,0.001129664,0.000006613262,0.000027877113,0.000007093894,0.0022689116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999261,0.00011882758,0.00013906903,0.000113494774,0.000118717944,0.00024885745],"domain_scores_gemma":[0.9995309,0.000070265334,0.000036930058,0.00023047019,0.000073704876,0.000057728786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054045813,0.000084821324,0.000082574974,0.00012462771,0.0006399446,0.00077992195,0.0003850212,0.000046480574,0.00018385792],"category_scores_gemma":[0.00008572271,0.000063234955,0.000029879859,0.00008685567,0.000041792202,0.00062657177,0.00001715154,0.0005341504,0.0000137749785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015744563,0.000056998724,0.0019029031,0.000006945102,0.000020862724,0.000018896726,0.16787373,0.000027948967,0.00012510223,0.7064905,0.061058205,0.06240217],"study_design_scores_gemma":[0.00033240896,0.00008486159,0.032364223,0.00006569634,0.000010512366,0.0000064657484,0.024811456,0.0005328008,0.000092112125,0.012710159,0.9286825,0.00030677812],"about_ca_topic_score_codex":0.025003433,"about_ca_topic_score_gemma":0.552151,"teacher_disagreement_score":0.86762434,"about_ca_system_score_codex":0.00012397383,"about_ca_system_score_gemma":0.00011356874,"threshold_uncertainty_score":0.9814892},"labels":[],"label_agreement":null},{"id":"W2562767307","doi":"","title":"LibGuides: International College of Manitoba Students: Finding Books and Articles","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Media studies; Internet privacy; Public relations; Library science; World Wide Web; Computer science; Political science; Sociology","score_opus":0.058399152863439406,"score_gpt":0.2820171770926286,"score_spread":0.22361802422918917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562767307","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048746627,0.0016129526,0.000022510576,0.0043724715,0.003106746,0.00031620936,0.0025148818,0.00018449928,0.9391231],"genre_scores_gemma":[0.4323301,0.0014661473,0.00037732042,0.00068090577,0.0020915947,0.00003464432,0.00024687807,0.00006123753,0.5627112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986778,0.00007536584,0.00045570685,0.00020177146,0.00044122437,0.00014816925],"domain_scores_gemma":[0.99879575,0.00023345805,0.0002712781,0.00035983324,0.00029157905,0.00004810612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050288724,0.00016893136,0.0002500118,0.00026301175,0.00021395658,0.00083495013,0.0009786126,0.00010921508,0.0011643209],"category_scores_gemma":[0.00021666406,0.0001229272,0.00006988277,0.000016511429,0.00021731539,0.0010196837,0.00043895625,0.00024148205,0.000026515754],"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":[0.0000149449515,0.00007158155,0.0019110711,0.000057478577,0.00021502578,0.0000029035568,0.0039276993,3.100676e-8,0.000028480246,0.26654232,0.72305894,0.004169543],"study_design_scores_gemma":[0.00031823787,0.000039085724,0.000561453,0.0004179367,0.000033923636,0.0000024842486,0.004178873,0.000006176804,0.000050404513,0.0069492604,0.98726624,0.00017593619],"about_ca_topic_score_codex":0.00060181075,"about_ca_topic_score_gemma":0.002512955,"teacher_disagreement_score":0.3835835,"about_ca_system_score_codex":0.00005933276,"about_ca_system_score_gemma":0.000050660918,"threshold_uncertainty_score":0.99974877},"labels":[],"label_agreement":null},{"id":"W2564684348","doi":"","title":"LibGuides: Science Literature Grades 4-6: General Resources","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","score_opus":0.03468676608090483,"score_gpt":0.25887676991212066,"score_spread":0.22419000383121584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564684348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038872797,0.0105508575,0.000004428603,0.007004555,0.003266059,0.00016940226,0.0003540073,0.00052005704,0.97424334],"genre_scores_gemma":[0.015682762,0.0016332134,0.00059886236,0.0018069736,0.009247495,0.00003375654,0.00033825784,0.00007223055,0.9705864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974712,0.00014252315,0.00047197597,0.0005867397,0.0008047776,0.0005227632],"domain_scores_gemma":[0.99719065,0.00017635587,0.00027972183,0.0013514272,0.00083817664,0.00016364692],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012082658,0.00037656835,0.00035610035,0.00073442113,0.0016003334,0.014830468,0.0029902968,0.00025613222,0.0019803885],"category_scores_gemma":[0.0005589236,0.0002314203,0.00017538825,0.0001890197,0.0014729849,0.0040943823,0.00051806815,0.00088017114,0.0002066731],"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":[0.000003591034,0.000018490015,0.000011686574,0.000035583373,0.000020053314,0.0000027736953,0.013609449,8.926703e-8,0.000042684973,0.2471302,0.7357472,0.003378155],"study_design_scores_gemma":[0.000110706955,0.000040589523,0.000035499073,0.0006269316,0.00001976455,0.000005263928,0.0004929204,0.0000076845545,0.00004369487,0.009443119,0.98878515,0.00038867],"about_ca_topic_score_codex":0.00043866667,"about_ca_topic_score_gemma":0.0003350735,"teacher_disagreement_score":0.2530379,"about_ca_system_score_codex":0.00011652308,"about_ca_system_score_gemma":0.0003047655,"threshold_uncertainty_score":0.9996995},"labels":[],"label_agreement":null},{"id":"W2581333101","doi":"10.1353/esc.2003.0053","title":"Paper Bodies: A Margaret Cavendish Reader ed. by Sylvia Bowerbank, Sara Mendelson","year":2003,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Gratitude; Government (linguistics); Sociology; Media studies; Law; Art history; Classics; Art; Political science; Psychology; Philosophy; Social psychology","score_opus":0.03489905272178655,"score_gpt":0.2423175239374151,"score_spread":0.20741847121562856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581333101","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11938459,0.07660151,0.0000018453052,0.0027514051,0.008495727,0.00045946427,0.000505961,0.00018409385,0.7916154],"genre_scores_gemma":[0.98885596,0.0024598208,0.000040025978,0.0014621902,0.00028479678,0.00008060205,0.0000685526,0.000029433966,0.006718607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823445,0.00024263683,0.00038454216,0.00030234212,0.00038639674,0.00044963282],"domain_scores_gemma":[0.99861187,0.0003461358,0.000108834116,0.00052563543,0.00032357106,0.00008394766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005600431,0.00023085138,0.0003280978,0.00006080392,0.0005235069,0.00031363813,0.00040747534,0.00004985908,0.00058589986],"category_scores_gemma":[0.0014197787,0.00021433104,0.0000450128,0.000060551185,0.00018004248,0.00090013363,0.00010096866,0.00051434967,0.0000045957413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004653134,0.000027673248,0.0017890643,0.000025580564,0.00009263222,0.000011303879,0.046094563,0.0000043376285,0.0000015152134,0.013919953,0.93770707,0.00032166738],"study_design_scores_gemma":[0.00029161922,0.000019416142,0.00013805823,0.000057343605,0.000015280899,9.358194e-7,0.09146384,0.0000037924553,0.00001251314,0.00047102058,0.9072748,0.0002514053],"about_ca_topic_score_codex":0.6934934,"about_ca_topic_score_gemma":0.9775139,"teacher_disagreement_score":0.8694714,"about_ca_system_score_codex":0.0011167164,"about_ca_system_score_gemma":0.00045821405,"threshold_uncertainty_score":0.87401664},"labels":[],"label_agreement":null},{"id":"W2586601312","doi":"","title":"Complementary or Discrete Contexts in Online Indexing : A Comparison of User, Creator, and Intermediary Keywords","year":2006,"lang":"en","type":"other","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Political science; Art","score_opus":0.027154294267901766,"score_gpt":0.24893687196181186,"score_spread":0.22178257769391008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586601312","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43461332,0.004986579,0.00007762408,0.0003657688,0.00066629855,0.0005682269,0.0007526312,0.00019886567,0.55777067],"genre_scores_gemma":[0.6971529,0.00018127119,0.00061056117,0.000022654149,0.00017256383,6.7232e-7,0.0005918616,0.00007295391,0.30119458],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872035,0.00019113683,0.000361645,0.00028297736,0.0002659139,0.00017795226],"domain_scores_gemma":[0.99864465,0.000114798066,0.00068671163,0.00040516516,0.00008470329,0.00006396377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014504405,0.00023371846,0.00065473444,0.0004057526,0.0004267185,0.00016682176,0.0006352902,0.0001686257,0.0005324525],"category_scores_gemma":[0.000020628268,0.00024608575,0.000104231265,0.000093081,0.00053640513,0.0005225905,0.0005080876,0.00041461465,9.2476176e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005194833,0.0010924635,0.06116016,0.00067559455,0.000509537,0.000077777186,0.06703263,0.000004949573,0.00019166802,0.0042877374,0.86046976,0.00397826],"study_design_scores_gemma":[0.0012572682,0.00027423704,0.014171664,0.0011637377,0.00010701394,0.000004818871,0.03611368,0.0001757369,0.000014411785,0.000035430043,0.94631803,0.0003639622],"about_ca_topic_score_codex":0.034069005,"about_ca_topic_score_gemma":0.15109013,"teacher_disagreement_score":0.26253957,"about_ca_system_score_codex":0.00011828425,"about_ca_system_score_gemma":0.000111430134,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W2586778588","doi":"10.33137/pbsc.v41i2.18346","title":"&lt;i&gt;Indexers and Indexes in Fact &amp; Fiction&lt;/i&gt;, Hazel K. Bell, ed., with a foreword by A.S. Byatt.","year":2003,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Philosophy","score_opus":0.009245746320234149,"score_gpt":0.18523047162553058,"score_spread":0.17598472530529644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586778588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487984,0.005679918,0.000011803348,0.0066808094,0.00018363426,0.000317819,0.00017446857,0.00003042353,0.03812273],"genre_scores_gemma":[0.9967129,0.001703574,0.00019828576,0.0005979698,0.000017911905,0.000013945124,0.00001736188,0.00001631325,0.00072169874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984918,0.00013755725,0.00032039636,0.00021078232,0.0005450877,0.00029433868],"domain_scores_gemma":[0.9988754,0.00022376463,0.0002150816,0.00042505766,0.0001450365,0.00011570586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005640828,0.0001775313,0.00026964565,0.000414646,0.00048933766,0.00020333937,0.00046716997,0.0001131459,0.0001180117],"category_scores_gemma":[0.0000848305,0.00012539979,0.00019359168,0.0016586748,0.0007263744,0.00040526435,0.00006707723,0.00040091126,9.599956e-8],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005802953,0.00018598637,0.060210966,0.000101752754,0.00032376617,2.9504574e-7,0.0049484447,0.000060589908,0.0021626058,0.026766345,0.904567,0.00061419315],"study_design_scores_gemma":[0.0007306764,0.000069110254,0.030333256,0.00010521324,0.00004855074,0.0000019331048,0.0012709317,0.000033177217,0.00010503212,0.0014188733,0.9656222,0.0002610401],"about_ca_topic_score_codex":0.087464705,"about_ca_topic_score_gemma":0.6681837,"teacher_disagreement_score":0.580719,"about_ca_system_score_codex":0.00004704317,"about_ca_system_score_gemma":0.0002432878,"threshold_uncertainty_score":0.91861194},"labels":[],"label_agreement":null},{"id":"W2587031007","doi":"10.29173/cais259","title":"Courting the Pyrrhonian Skeptic: Some Thoughts on the Once and Future Presence of Electronic Publishing in Public Rducation","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","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":"Skepticism; Publishing; Epistemology; Philosophy; Literature; Art","score_opus":0.03228922449764773,"score_gpt":0.22814194332546178,"score_spread":0.19585271882781405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587031007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9236946,0.0003846845,7.917627e-7,0.06511202,0.0001411943,0.00039216553,0.000018732128,0.00002088192,0.010234906],"genre_scores_gemma":[0.9983947,0.00021196253,0.000026628888,0.000369354,0.0005144507,0.00006239282,0.0000033797292,0.000014876098,0.0004022145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837,0.00010787958,0.0004784204,0.00021699887,0.00045049377,0.00037623316],"domain_scores_gemma":[0.9803488,0.00064539193,0.0010338457,0.00039414698,0.017514002,0.00006378324],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0019848482,0.00018270953,0.00025982867,0.0001439188,0.00043458643,0.014705419,0.002437771,0.00009923925,0.000026021356],"category_scores_gemma":[0.0160552,0.000100631165,0.00007618899,0.00023019621,0.0006025952,0.032078244,0.00042604588,0.00080857205,0.0000011707843],"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":[0.000026684966,0.00011289088,0.01791224,0.000101519676,0.00004601392,4.5267505e-8,0.20917156,0.0000018971507,0.0017757242,0.7573448,0.0037360806,0.009770554],"study_design_scores_gemma":[0.0009456787,0.0005457151,0.28399205,0.0011515253,0.000105891886,0.000014721739,0.17668366,0.0027047477,0.006369521,0.19749032,0.32930204,0.0006940955],"about_ca_topic_score_codex":0.0009197893,"about_ca_topic_score_gemma":0.00029683832,"teacher_disagreement_score":0.55985445,"about_ca_system_score_codex":0.0000605008,"about_ca_system_score_gemma":0.00024569588,"threshold_uncertainty_score":0.992233},"labels":[],"label_agreement":null},{"id":"W2588213363","doi":"10.29173/cais267","title":"Electronic Publishing of Book Reviews: Implications for Scholarly Communication","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","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":"Publishing; Timeline; Scholarship; Scholarly communication; Electronic publishing; Relevance (law); Field (mathematics); Space (punctuation); Library science; Political science; Sociology; World Wide Web; Computer science; History; The Internet; Law","score_opus":0.05274709483048773,"score_gpt":0.2597330272475275,"score_spread":0.20698593241703978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588213363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8774306,0.0081042405,0.00007916312,0.04006235,0.00012637024,0.0020392514,0.00032861775,0.000094562296,0.0717348],"genre_scores_gemma":[0.9953187,0.001180157,0.0005537814,0.00043398677,0.00007650237,0.0002797983,0.0000363475,0.000021554679,0.002099173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838316,0.000067257126,0.00076956453,0.0002049802,0.00024402281,0.0003309923],"domain_scores_gemma":[0.930046,0.0003119667,0.0015225266,0.00059683574,0.067443214,0.00007944672],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0018146583,0.00018697254,0.00043137625,0.00017821237,0.0004092861,0.018182807,0.0034969503,0.00012258717,0.00008095858],"category_scores_gemma":[0.028270077,0.00014655273,0.00021389694,0.00018073597,0.0004530617,0.083496846,0.0004926988,0.00053417095,0.0000031598245],"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":[0.000029669513,0.00016212986,0.013094907,0.00033279893,0.000084861276,3.2266234e-9,0.05917431,4.5949483e-7,0.008357425,0.84349054,0.064644456,0.010628459],"study_design_scores_gemma":[0.00047630773,0.00021747661,0.031273328,0.0005426361,0.00011283743,0.0000029896812,0.0047150603,0.000114914175,0.0025391062,0.0709509,0.88879085,0.00026361595],"about_ca_topic_score_codex":0.00083529076,"about_ca_topic_score_gemma":0.000094309406,"teacher_disagreement_score":0.8241464,"about_ca_system_score_codex":0.00007671091,"about_ca_system_score_gemma":0.00024710657,"threshold_uncertainty_score":0.9828364},"labels":[],"label_agreement":null},{"id":"W2588563319","doi":"10.29173/cais589","title":"Constructing Collective Meaning Through Sites of Shared Reading: Determining Definitions of a Book Club Book","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Club; Reading (process); Humanities; Meaning (existential); Presentation (obstetrics); Shared reading; Sociology; Art; Philosophy; Linguistics; Epistemology","score_opus":0.06457455286538091,"score_gpt":0.2521506640705717,"score_spread":0.18757611120519077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588563319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72082376,0.003503473,0.000011834178,0.0028528986,0.00023698664,0.00058491394,0.0008453126,0.00004361734,0.2710972],"genre_scores_gemma":[0.9922765,0.0007664011,0.0021746678,0.00020639451,0.00012703313,0.000058130394,0.000023234992,0.00003757315,0.0043300684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99716073,0.00011252873,0.0012808789,0.00035651968,0.00058099034,0.0005083581],"domain_scores_gemma":[0.9336825,0.00091518345,0.0028140189,0.00036054192,0.062111795,0.00011594407],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008755052,0.0003842829,0.00091539655,0.00028193562,0.00060396123,0.0048989384,0.0018756638,0.0002844376,0.00044098587],"category_scores_gemma":[0.022624234,0.00035155338,0.00033025464,0.0003440114,0.0020863418,0.032304246,0.0008109052,0.0007379973,0.000003911732],"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":[0.00008883028,0.00026115702,0.036126956,0.0011247976,0.00039645095,5.2235663e-7,0.38589913,0.000003125543,0.0125501165,0.54639345,0.015453504,0.0017019901],"study_design_scores_gemma":[0.0037665542,0.0026887176,0.02182048,0.017958788,0.0018017967,0.00019746018,0.3790353,0.0035223106,0.15478611,0.19351989,0.21867096,0.0022316482],"about_ca_topic_score_codex":0.0020719918,"about_ca_topic_score_gemma":0.000095826916,"teacher_disagreement_score":0.35287353,"about_ca_system_score_codex":0.00016350402,"about_ca_system_score_gemma":0.00063634204,"threshold_uncertainty_score":0.99989367},"labels":[],"label_agreement":null},{"id":"W2593287723","doi":"10.1093/acrefore/9780190201098.013.259","title":"Illustrated Victorian Fiction","year":2016,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Miscellany; Plot (graphics); Art history; Poetry; Literature; George (robot); Art; History; Classics; Mathematics","score_opus":0.06488520578182874,"score_gpt":0.31922694459957807,"score_spread":0.25434173881774935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593287723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039414046,0.01332695,0.0000032726618,0.0011583077,0.003709473,0.00041297358,0.0016289705,0.00011085273,0.9792551],"genre_scores_gemma":[0.003183276,0.38898763,0.000050231516,0.000019850451,0.006417653,0.000072780065,0.0027481017,0.00005797499,0.59846246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585277,0.0008899001,0.0006430701,0.0005286077,0.001399505,0.0006861747],"domain_scores_gemma":[0.9950972,0.0005600168,0.00032643363,0.0012286074,0.0025752184,0.00021253234],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016110856,0.00037937553,0.0005132697,0.0009592102,0.0006924153,0.0020875563,0.0014491183,0.0008637625,0.0018715669],"category_scores_gemma":[0.000840803,0.0002602532,0.00021405795,0.0003759631,0.00043808302,0.0017317849,0.0003172386,0.0037651118,0.000053313684],"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":[0.000088296554,0.00012199125,0.00004979042,0.0005202339,0.000101649,0.000013024615,0.016401257,7.423493e-8,0.0000019832792,0.057654656,0.85248935,0.07255769],"study_design_scores_gemma":[0.00028066433,0.00020535641,0.000052445484,0.0028620192,0.00002094281,0.0000022937215,0.00034668134,0.0000016787648,0.0000018754696,0.0034245146,0.9925111,0.00029042183],"about_ca_topic_score_codex":0.00011895215,"about_ca_topic_score_gemma":0.0002542202,"teacher_disagreement_score":0.38079256,"about_ca_system_score_codex":0.00020709353,"about_ca_system_score_gemma":0.00066468224,"threshold_uncertainty_score":0.999985},"labels":[],"label_agreement":null},{"id":"W2593644284","doi":"10.3138/jsp.48.3.161","title":"Evaluating Manuscripts for Copy-Editing: The View from a Managing Editor","year":2017,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Punctuation; CLARITY; Computer science; Spelling; Consistency (knowledge bases); Collaborative editing; Grammar; Key (lock); World Wide Web; Quality (philosophy); Proofreading; Information retrieval; Order (exchange); Linguistics; Artificial intelligence","score_opus":0.20610776429986125,"score_gpt":0.3513094156856192,"score_spread":0.14520165138575794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593644284","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36871997,0.013942094,0.0029950254,0.41167948,0.08505199,0.0012532372,0.00024538228,0.00022180472,0.115891024],"genre_scores_gemma":[0.9314021,0.000098225355,0.0058831945,0.002228556,0.05815267,0.000027727378,0.000033135584,0.000056341185,0.0021180906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967879,0.00037216072,0.0009479662,0.00024163804,0.0012667023,0.0003835986],"domain_scores_gemma":[0.99124825,0.000985542,0.002664018,0.0011767368,0.003748717,0.00017674144],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.014638578,0.0002119582,0.0003736643,0.0002267585,0.005404562,0.2896648,0.0050520017,0.0001380882,0.00014982672],"category_scores_gemma":[0.027307717,0.0001472299,0.0002848903,0.000044446635,0.00020549097,0.17280877,0.0004974592,0.0026106194,0.000009533038],"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":[0.00015173481,0.00014392752,0.004153355,0.00007124427,0.00046580317,0.0000132158575,0.033029657,0.000028126227,0.0006248574,0.07991567,0.7119451,0.16945732],"study_design_scores_gemma":[0.0012375,0.00016392523,0.003805304,0.0005956694,0.00017926304,0.000012278383,0.007623977,0.0007544907,0.000037690603,0.04318994,0.94217366,0.00022630683],"about_ca_topic_score_codex":0.0007988655,"about_ca_topic_score_gemma":0.00034722313,"teacher_disagreement_score":0.5626821,"about_ca_system_score_codex":0.00015453006,"about_ca_system_score_gemma":0.00020421634,"threshold_uncertainty_score":0.9996904},"labels":[],"label_agreement":null},{"id":"W2593808830","doi":"10.3138/jsp.48.3.168","title":"Promising but Uncertain Work: Inventing and Reinventing the Research Exchange Index (REx)","year":2017,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rigour; Publishing; Rhetoric; Index (typography); Library science; Sustainability; Work (physics); Sociology; Publication; Scholarly communication; World Wide Web; Media studies; Computer science; Political science; Engineering; Law; Epistemology","score_opus":0.2862173388745284,"score_gpt":0.35109432907603544,"score_spread":0.06487699020150706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593808830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8890597,0.004245022,0.00003723858,0.047244363,0.0010123627,0.00019163113,0.0000032741953,0.00003356438,0.058172803],"genre_scores_gemma":[0.99276364,0.00015902173,0.0005035064,0.00037462555,0.002557672,0.000006820667,0.0000027642304,0.000034047098,0.0035979182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574083,0.0010105649,0.0008220327,0.00025487496,0.001598331,0.00057338574],"domain_scores_gemma":[0.99266994,0.0007715283,0.0016607335,0.0010234952,0.00365027,0.00022400862],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.038400445,0.00017889858,0.00029622347,0.0006086339,0.008358987,0.31032398,0.0036481726,0.00017535039,0.00009756441],"category_scores_gemma":[0.031408496,0.00012615194,0.00014120192,0.00016438868,0.0005998145,0.14245775,0.0013942006,0.0060384,0.0000047484655],"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":[0.00027388457,0.00026672575,0.26588494,0.00027918475,0.00046896533,0.00015209381,0.15823784,0.000024981224,0.0009150255,0.14063334,0.087275125,0.34558788],"study_design_scores_gemma":[0.0024888036,0.00023625891,0.1108003,0.002999237,0.000102095706,0.00019015036,0.060371716,0.0007244651,0.00009683351,0.048710443,0.77258897,0.00069073366],"about_ca_topic_score_codex":0.0012603105,"about_ca_topic_score_gemma":0.00038756465,"teacher_disagreement_score":0.6853138,"about_ca_system_score_codex":0.00016972338,"about_ca_system_score_gemma":0.00023689239,"threshold_uncertainty_score":0.9962547},"labels":[],"label_agreement":null},{"id":"W2596789290","doi":"10.29173/cais142","title":"Inter-Institutional Library Borrowing in Nova Scotia Higher Education Institutions - Some Possibilities in System Configuration","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Nova scotia; Loan; Order (exchange); Complement (music); Business; Interlibrary loan; Nova (rocket); Higher education; Academic library; Political science; Library science; Computer science; Finance; Geography; Engineering","score_opus":0.04519543004813402,"score_gpt":0.24844747688445984,"score_spread":0.2032520468363258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596789290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91655594,0.00016996867,0.0000020398516,0.003225261,0.00050850055,0.0003510072,0.00006436716,0.0000492217,0.07907372],"genre_scores_gemma":[0.99721974,0.000011810421,0.0000951808,0.00020101633,0.00017312462,0.00005116697,0.00003529614,0.000011930434,0.0022007166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99867237,0.00004694014,0.0006064037,0.0002085473,0.00024301009,0.00022270725],"domain_scores_gemma":[0.9906014,0.000082473336,0.0004168302,0.00019640037,0.008644354,0.00005853862],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0003951482,0.00017159166,0.00027467182,0.00036778275,0.00016183256,0.006089337,0.0010553452,0.000096579846,0.00017124737],"category_scores_gemma":[0.0019649423,0.00014083633,0.00007953262,0.00019834329,0.00049411325,0.05017504,0.00024339426,0.00036839012,0.000011913668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026051372,0.00019096596,0.06281272,0.00028521463,0.00001797105,1.7835141e-7,0.052609492,0.000008330029,0.0014277723,0.87914187,0.002371388,0.0011080385],"study_design_scores_gemma":[0.0013466224,0.00023505864,0.7904631,0.005181766,0.00006752913,0.000019940117,0.059889086,0.0008338211,0.0050946535,0.0489225,0.08713118,0.0008147671],"about_ca_topic_score_codex":0.0068032877,"about_ca_topic_score_gemma":0.00046097615,"teacher_disagreement_score":0.8302194,"about_ca_system_score_codex":0.00014690644,"about_ca_system_score_gemma":0.0007042335,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W2598442221","doi":"10.1353/vpr.2017.0013","title":"The Roots of RSVP and VPR: A Talk with Louis James","year":2017,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); Art history; History; Art; Media studies; Sociology; Visual arts; Library science; Computer science","score_opus":0.02633772979266591,"score_gpt":0.26276732215805576,"score_spread":0.23642959236538985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598442221","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06124769,0.7190257,0.000009089833,0.054263044,0.0009075103,0.0008894924,0.00006194984,0.00010126238,0.16349426],"genre_scores_gemma":[0.9029987,0.09362033,0.00006207839,0.0004748907,0.00034320596,0.000042577918,0.0000075946627,0.000015151119,0.002435504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991449,0.00012150464,0.0002563161,0.00013078758,0.00021217312,0.00013428493],"domain_scores_gemma":[0.99834955,0.00010470789,0.00030019903,0.0010095467,0.00016394253,0.00007203002],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007639651,0.000105667845,0.00026713428,0.000016837063,0.0017165686,0.0026360434,0.00070386677,0.00002977117,0.0002741303],"category_scores_gemma":[0.0006599966,0.000055996214,0.000055697852,0.000016930924,0.0007080643,0.0005859215,0.00013346561,0.0001854444,0.000011991786],"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":[0.000061021776,0.000181341,0.0047311718,0.003337416,0.00028189455,0.0000116682,0.018430905,6.26646e-8,0.00008757987,0.64585274,0.06463047,0.2623937],"study_design_scores_gemma":[0.00012149882,0.000055049797,0.0022707344,0.00145314,0.00003945549,0.000003787826,0.00011267646,0.000002189246,0.0000031785419,0.00031190822,0.9955421,0.00008430091],"about_ca_topic_score_codex":0.00023507985,"about_ca_topic_score_gemma":0.0006937009,"teacher_disagreement_score":0.9309116,"about_ca_system_score_codex":0.000009474004,"about_ca_system_score_gemma":0.000053473123,"threshold_uncertainty_score":0.99958307},"labels":[],"label_agreement":null},{"id":"W2602244933","doi":"","title":"Guides: Scholarly Journal Publishing Guide: 2. COPYRIGHT","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Computer science; World Wide Web; Political science; Data science; History; Law","score_opus":0.06276223864652296,"score_gpt":0.2702882929433036,"score_spread":0.20752605429678062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602244933","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037779744,0.0078988625,0.00019990653,0.04020725,0.010908961,0.00020736206,0.00034128228,0.0005211368,0.9396775],"genre_scores_gemma":[0.0010416628,0.002889864,0.001391072,0.0059124907,0.021202158,0.000028829705,0.0006631269,0.00017426672,0.9666965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482113,0.00060842495,0.0016477178,0.00058752263,0.0015103639,0.00082484423],"domain_scores_gemma":[0.99214214,0.00065302453,0.0012017997,0.0017850659,0.0038037687,0.00041418505],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0052830125,0.00063740887,0.0007329521,0.000998936,0.002595219,0.1576123,0.0053216387,0.00076447974,0.029325131],"category_scores_gemma":[0.005969204,0.0004143528,0.00048956444,0.00010673673,0.00040502567,0.06019493,0.0007223842,0.0044632936,0.0011533459],"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":[0.0000062295867,0.000034003027,0.000017538376,0.000029496043,0.0001482152,0.000014260366,0.0025598647,8.07503e-8,0.000005323503,0.1480093,0.8329659,0.016209772],"study_design_scores_gemma":[0.00048575705,0.0000660266,0.000010525406,0.00076853397,0.00008228729,0.00006413296,0.0011511181,0.0000048764837,0.000007926481,0.021734485,0.97496134,0.0006630004],"about_ca_topic_score_codex":0.001277233,"about_ca_topic_score_gemma":0.0012153345,"teacher_disagreement_score":0.14199542,"about_ca_system_score_codex":0.00051333004,"about_ca_system_score_gemma":0.0010687315,"threshold_uncertainty_score":0.99983084},"labels":[],"label_agreement":null},{"id":"W2602818704","doi":"10.60770/58qc-p080","title":"Book smarts vs street smarts : do business schools value business experience?","year":2025,"lang":"en","type":"report","venue":"Mount Royal University Institutional Repository (Mount Royal University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Value (mathematics); Marketing; Mathematics; Statistics","score_opus":0.01920836381156736,"score_gpt":0.20455219551233264,"score_spread":0.1853438317007653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602818704","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06890692,0.0019997382,0.00027929994,0.0007314286,0.00825954,0.0008208447,0.0009530713,0.0006578886,0.9173913],"genre_scores_gemma":[0.3532119,0.0006838644,0.000093964765,0.0002601422,0.0015772174,0.000003874438,0.001829336,0.000051783325,0.6422879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941816,0.0005363334,0.0007427934,0.001530883,0.002139545,0.0008688998],"domain_scores_gemma":[0.99102557,0.00021155893,0.00089280057,0.0016491396,0.005753735,0.0004671893],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005950993,0.001042026,0.0010761216,0.0018459472,0.00664966,0.002141058,0.0029556064,0.00093959545,0.0008843218],"category_scores_gemma":[0.00043647535,0.0012338372,0.00055333826,0.00086518854,0.0015714836,0.003209904,0.0015933575,0.0020480242,0.00008703929],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0013849478,0.0014412403,0.0064935302,0.0010599334,0.0014831731,0.0071170954,0.0044341674,0.01443647,0.000032929398,0.48894048,0.47246468,0.00071138376],"study_design_scores_gemma":[0.0010689629,0.00006812842,0.009390381,0.0011382577,0.00058141805,0.000040651412,0.003193307,0.00018316171,0.000011711479,0.000043553307,0.98303765,0.0012428156],"about_ca_topic_score_codex":0.058588844,"about_ca_topic_score_gemma":0.002981454,"teacher_disagreement_score":0.51057297,"about_ca_system_score_codex":0.01192749,"about_ca_system_score_gemma":0.009537708,"threshold_uncertainty_score":0.99901116},"labels":[],"label_agreement":null},{"id":"W2605730164","doi":"10.1007/s40037-017-0346-0","title":"Tuning your writing","year":2017,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Medical education; Data science; Medicine","score_opus":0.062213268458722465,"score_gpt":0.35164211907929976,"score_spread":0.2894288506205773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605730164","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27420524,0.00054180715,0.00005927092,0.044898238,0.0011747995,0.000085172476,0.000002168246,0.000105062056,0.67892826],"genre_scores_gemma":[0.9923633,0.0000830373,0.00013004609,0.0006966265,0.0018038118,0.000021484828,0.0000130771405,0.000010890698,0.00487774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990938,0.00007467729,0.00013862725,0.00018645311,0.00037074133,0.00013574796],"domain_scores_gemma":[0.9988278,0.00007666489,0.0001392293,0.00059783505,0.00022321877,0.00013525813],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068972836,0.00007904334,0.000086539396,0.000081807346,0.0017471726,0.0018168979,0.0006776068,0.000050693197,0.001863975],"category_scores_gemma":[0.0059123137,0.0000705648,0.000043017997,0.000012237693,0.00027495384,0.001077048,0.00006752536,0.00043327155,0.00011321038],"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":[0.0000070253373,0.0002953789,0.0007134657,0.00000561426,0.000011296552,5.2165166e-7,0.12537849,1.6458714e-7,0.000009437014,0.79937047,0.0066680633,0.06754008],"study_design_scores_gemma":[0.0005773025,0.00013498591,0.033849858,0.0004980937,0.000026583797,0.00000723922,0.5472975,0.0009422392,0.000018465398,0.01787483,0.39835265,0.00042029517],"about_ca_topic_score_codex":0.00060656935,"about_ca_topic_score_gemma":0.00013904789,"teacher_disagreement_score":0.78149563,"about_ca_system_score_codex":0.00009001933,"about_ca_system_score_gemma":0.0003210905,"threshold_uncertainty_score":0.9995524},"labels":[],"label_agreement":null},{"id":"W2606003829","doi":"","title":"The Importance of Care in the Publishing Process","year":2017,"lang":"en","type":"article","venue":"NSUWorks (Nova Southeastern University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Publishing; Computer science; Business; Political science; Law","score_opus":0.0487876496734232,"score_gpt":0.2501172370903669,"score_spread":0.20132958741694368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606003829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61841387,0.00031177324,0.000011104696,0.0040722243,0.00024026737,0.0001459343,0.000022478565,0.000023976976,0.37675837],"genre_scores_gemma":[0.9970531,0.000014075859,0.0000062556746,0.000065644264,0.000111366266,7.388814e-7,0.0000089867435,0.000007253458,0.0027325803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991844,0.00012691622,0.00014525841,0.00013632177,0.0002284996,0.00017858004],"domain_scores_gemma":[0.99824387,0.00012961615,0.0002992782,0.0010349858,0.00026777026,0.000024481064],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00062529894,0.00008772999,0.00010529177,0.000091554124,0.0016011964,0.0035826568,0.0029238623,0.000059311136,0.000024241763],"category_scores_gemma":[0.00023401398,0.000056942125,0.00005954834,0.00006724724,0.00033793665,0.0027566215,0.00019662174,0.00049220957,0.0000052037367],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017904524,0.00006217326,0.2317924,0.00004916433,0.000036122405,0.000015923531,0.31575084,0.000019941306,0.0000015762229,0.43959516,0.0002884883,0.012209132],"study_design_scores_gemma":[0.000976481,0.00009045823,0.045312222,0.00023561089,0.00004111819,0.0000023788964,0.6843369,0.00014481772,0.000004504308,0.0035574369,0.26503336,0.0002646964],"about_ca_topic_score_codex":0.00042593273,"about_ca_topic_score_gemma":0.024120873,"teacher_disagreement_score":0.43603772,"about_ca_system_score_codex":0.000024333398,"about_ca_system_score_gemma":0.0000639119,"threshold_uncertainty_score":0.9996986},"labels":[],"label_agreement":null},{"id":"W2617852103","doi":"","title":"Book review - E-discovery in Canada","year":2010,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Law and economics; Art; Art history; Sociology","score_opus":0.01596428998785035,"score_gpt":0.22451178787047693,"score_spread":0.20854749788262658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617852103","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0847498,0.25792605,0.0000019986942,0.024253177,0.003034468,0.00055574515,0.00009948825,0.0001496675,0.6292296],"genre_scores_gemma":[0.80467933,0.005921468,0.000073583054,0.11622915,0.0007840013,0.00008320681,0.00012183387,0.000039056817,0.07206838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999002,0.00009150325,0.00028270608,0.00017026885,0.0002278462,0.00022567193],"domain_scores_gemma":[0.9989994,0.00007806313,0.00008219205,0.00066100486,0.000075363554,0.000103938946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004306964,0.000115019626,0.00018735466,0.000032746513,0.00023719814,0.00075514626,0.0005561389,0.000034526376,0.006356137],"category_scores_gemma":[0.00019860659,0.000103538005,0.000045267967,0.000043425614,0.00007082231,0.0025683497,0.00008316973,0.0008485357,0.00014146487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028537777,0.000022454735,0.00056966336,0.000078383484,0.0000067723518,0.0000062050735,0.00022947315,6.2817196e-7,0.00004081752,0.1743799,0.82418144,0.00048138038],"study_design_scores_gemma":[0.000127435,0.0000065180006,0.0006795468,0.00024536892,0.0000070535143,0.0000019782522,0.00008606346,0.0000060726193,0.000021476348,0.00049135654,0.9981852,0.00014192754],"about_ca_topic_score_codex":0.92500454,"about_ca_topic_score_gemma":0.9968178,"teacher_disagreement_score":0.7199295,"about_ca_system_score_codex":0.00013145988,"about_ca_system_score_gemma":0.0005907776,"threshold_uncertainty_score":0.9945522},"labels":[],"label_agreement":null},{"id":"W2617995165","doi":"10.7202/1039697ar","title":"The Serial and the Book in Nineteenth-Century Britain: Intersections, Extensions, Transformations","year":2017,"lang":"en","type":"article","venue":"Mémoires du livre","topic":"Publishing and Scholarly Communication","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":"Newspaper; Popularity; Reading (process); Narrative; Variety (cybernetics); History; Remuneration; Period (music); Media studies; Literature; Literacy; Political science; Law; Sociology; Art; Computer science; Aesthetics","score_opus":0.017979882300383554,"score_gpt":0.22557242273515912,"score_spread":0.20759254043477557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617995165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44181532,0.03010447,0.000043796586,0.23614733,0.0041579227,0.001209737,0.00007588188,0.0002058864,0.28623968],"genre_scores_gemma":[0.99131536,0.0047137225,0.000010407651,0.0004476635,0.00036629557,0.000050393923,0.0000118886755,0.000007749603,0.0030765429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992691,0.00018765435,0.0002034083,0.00009253887,0.00010846974,0.00013880752],"domain_scores_gemma":[0.99898666,0.00024827692,0.000094949384,0.0005648487,0.00007646124,0.00002882187],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00075247994,0.00008091219,0.00009304571,0.00003864598,0.004568241,0.003598854,0.00054244004,0.000032581178,0.0000632889],"category_scores_gemma":[0.00035969046,0.000045813842,0.00006230974,0.000012618348,0.00059749023,0.0015336829,0.00011088046,0.00029223232,0.0000105031795],"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":[0.00017938796,0.00007728342,0.0006704699,0.000011232671,0.000049103794,0.000001882638,0.064520545,0.000005406565,0.000007630932,0.8061214,0.111639366,0.01671628],"study_design_scores_gemma":[0.0008906475,0.000020009289,0.006031534,0.0000409356,0.000014660758,0.00000554642,0.008105697,0.00045364714,0.0000015062161,0.0023894352,0.98196954,0.00007685372],"about_ca_topic_score_codex":0.0015773977,"about_ca_topic_score_gemma":0.010255369,"teacher_disagreement_score":0.87033015,"about_ca_system_score_codex":0.000026295571,"about_ca_system_score_gemma":0.000025073154,"threshold_uncertainty_score":0.9974355},"labels":[],"label_agreement":null},{"id":"W2627043883","doi":"10.18573/j.2017.10158","title":"Popular Romanticism: Report on an Open-Access Resource","year":2017,"lang":"en","type":"article","venue":"Romantic Textualities Literature and Print Culture 1780-1840","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Romanticism; Resource (disambiguation); Art; Art history; Computer science; Computer network","score_opus":0.08576749432186662,"score_gpt":0.35638489525256006,"score_spread":0.2706174009306934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627043883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52917224,0.002475377,0.000024605546,0.007594912,0.0011106906,0.00080796605,0.0001956,0.00036522117,0.45825335],"genre_scores_gemma":[0.9117032,0.00012333483,0.00026319796,0.0016558025,0.001094188,0.000045803903,0.0008084362,0.000049834085,0.0842562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737364,0.00035296797,0.00059000746,0.0007715176,0.00045788905,0.00045395724],"domain_scores_gemma":[0.9959563,0.00006144048,0.00056838256,0.002850594,0.0003193684,0.00024392466],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011827839,0.00044583814,0.00051907025,0.0001465389,0.003516388,0.05445916,0.0038276422,0.00025262212,0.00023811853],"category_scores_gemma":[0.00052613346,0.00033373295,0.000106476946,0.000056302833,0.0003961332,0.008901699,0.0016060391,0.0009349009,0.000024858826],"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":[0.00010109276,0.00021983997,0.00096578413,0.000113631984,0.00009492266,0.00025644165,0.10224548,0.000001018416,0.00009055711,0.8542627,0.03824826,0.0034002601],"study_design_scores_gemma":[0.00054185436,0.00026252953,0.008145504,0.0005925962,0.000061026767,0.00019782894,0.0035123515,0.000027756203,0.00005666259,0.019329844,0.9667042,0.00056788564],"about_ca_topic_score_codex":0.00078935944,"about_ca_topic_score_gemma":0.0006297163,"teacher_disagreement_score":0.9284559,"about_ca_system_score_codex":0.000037236805,"about_ca_system_score_gemma":0.00005062557,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W2643399077","doi":"10.5287/ora-pmxqn9kyj","title":"Companionable forms: Writers, readers, sociability, and the circulation of literature in manuscript and print in the romantic period","year":2015,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Oxford; York University; Harvard University","keywords":"Romance; Print culture; Allusion; Literature; Meaning (existential); Reading (process); Period (music); Identity (music); Politics; Publishing; Aesthetics; Art; Sociology; History; Philosophy; Linguistics; Epistemology; Law; Political science","score_opus":0.045713708836769756,"score_gpt":0.26277551857167786,"score_spread":0.2170618097349081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2643399077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415005,0.0006142192,0.000016796152,0.0025437612,0.000045559835,0.0008456699,0.00016913506,0.000013380467,0.05425099],"genre_scores_gemma":[0.9950349,0.0016177705,0.00017039091,0.0000104387245,0.000019586816,6.7499917e-7,0.0008330554,0.000010382086,0.0023028054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997198,0.0013107883,0.00020871712,0.00033160535,0.00063557015,0.0003153223],"domain_scores_gemma":[0.99820006,0.0004949814,0.00024026069,0.00049888244,0.0004920322,0.00007378232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030681822,0.00018183977,0.00041329733,0.00085957523,0.00086103455,0.0003330977,0.001182032,0.0001603744,0.000030232206],"category_scores_gemma":[0.00016420711,0.0001555486,0.000110147615,0.00033425842,0.0014751275,0.0014176493,0.00042382505,0.0013814733,4.378733e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018723954,0.0002444951,0.013461855,0.00073601055,0.0001006364,0.000036833982,0.65842277,0.000012941005,0.00003090217,0.32079,0.001261357,0.0030297905],"study_design_scores_gemma":[0.002829614,0.00017103442,0.15767595,0.00060185493,0.000061382154,0.0000051751417,0.73976,0.0014299019,5.984514e-7,0.04887509,0.048360772,0.00022865218],"about_ca_topic_score_codex":0.0049829925,"about_ca_topic_score_gemma":0.047371335,"teacher_disagreement_score":0.2719149,"about_ca_system_score_codex":0.00016866939,"about_ca_system_score_gemma":0.00025087176,"threshold_uncertainty_score":0.97001165},"labels":[],"label_agreement":null},{"id":"W2699239595","doi":"","title":"The rise of self-publishing, the young adult novel, and collections development in Canada","year":2014,"lang":"en","type":"article","venue":"YA Hotline","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Publishing; Political science; History; Library science; Media studies; Computer science; Sociology; Law","score_opus":0.014076920854706217,"score_gpt":0.18478435775112664,"score_spread":0.17070743689642043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2699239595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921949,0.00062273565,0.00004570717,0.011384248,0.0005807239,0.00019337345,0.000023301749,0.00004784986,0.065153025],"genre_scores_gemma":[0.9965929,0.00004284175,0.00013765109,0.00019204289,0.00007217419,0.000019439678,0.000008185466,0.000006563841,0.0029282165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999343,0.000086777785,0.0002149853,0.0000760058,0.00016348014,0.00011575701],"domain_scores_gemma":[0.99911183,0.0002800948,0.000093890376,0.00024867238,0.00023887675,0.000026617665],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000784865,0.00005922925,0.00007511543,0.00004007293,0.00091495283,0.001115292,0.0003329654,0.000018269222,0.000015444855],"category_scores_gemma":[0.0004927423,0.000034473363,0.00001109329,0.000090715475,0.00006562472,0.00045595685,0.00007296996,0.00023418562,5.4109705e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040378873,0.0002726955,0.05185303,0.000049640214,0.00016066275,8.421083e-7,0.12751007,0.000087528206,0.00005881588,0.5501922,0.25608146,0.013692709],"study_design_scores_gemma":[0.00032386233,0.000013016627,0.021675633,0.00002004223,0.000007663414,0.0000014683,0.0041865264,0.0026600724,0.000028949866,0.0003855263,0.97061974,0.00007748597],"about_ca_topic_score_codex":0.7464967,"about_ca_topic_score_gemma":0.99510777,"teacher_disagreement_score":0.7145383,"about_ca_system_score_codex":0.000114243034,"about_ca_system_score_gemma":0.0003827387,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W2730132155","doi":"10.3138/jsp.48.4.243","title":"Speaking of Editing: The Nomenclature of Copy-Editing","year":2017,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Terminology; Publishing; Nomenclature; Publication; Subject (documents); Typography; Computer science; World Wide Web; Scientific writing; Library science; Linguistics; Taxonomy (biology); Visual arts; Political science; Law","score_opus":0.07309126107455693,"score_gpt":0.27575491080788117,"score_spread":0.20266364973332424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730132155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7939762,0.002236802,0.0001437824,0.03033141,0.0040323455,0.00013366758,0.000037693026,0.000025364114,0.16908278],"genre_scores_gemma":[0.9941655,0.000043343953,0.001024349,0.00022038778,0.004147453,0.0000011130385,0.0000047754775,0.000021789154,0.00037130175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969963,0.00025716258,0.0011521049,0.00013701127,0.0011931102,0.0002643068],"domain_scores_gemma":[0.9891464,0.000451081,0.005162506,0.00096353353,0.004165651,0.0001108298],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009953348,0.00015934024,0.00041746726,0.00033646286,0.0016969164,0.061571382,0.004263225,0.00015556919,0.00013799492],"category_scores_gemma":[0.02000525,0.00010814875,0.0002635436,0.000082968036,0.00040491085,0.12866345,0.0005087277,0.0031727515,0.0000015536817],"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":[0.00015832706,0.0004374652,0.10989626,0.00031439506,0.00077645597,0.00003539961,0.18116942,0.00006307598,0.006552531,0.5302578,0.10219077,0.06814809],"study_design_scores_gemma":[0.0027792975,0.0005359393,0.07846971,0.0032940588,0.000370714,0.00014603177,0.08448344,0.00022100123,0.002433449,0.03437989,0.7922942,0.00059224013],"about_ca_topic_score_codex":0.00061441516,"about_ca_topic_score_gemma":0.00028502688,"teacher_disagreement_score":0.6901035,"about_ca_system_score_codex":0.00007148652,"about_ca_system_score_gemma":0.00018544546,"threshold_uncertainty_score":0.99960274},"labels":[],"label_agreement":null},{"id":"W2732933714","doi":"","title":"Guides: Finding Grey Literature: Canadian Resources","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Political science; MEDLINE","score_opus":0.04667228202765912,"score_gpt":0.24536818822338466,"score_spread":0.19869590619572552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732933714","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024217447,0.007569979,0.0000014775809,0.010655918,0.0025355576,0.00013645725,0.0008931575,0.00022370149,0.9777416],"genre_scores_gemma":[0.016032167,0.00087131263,0.00012283331,0.003052569,0.0057688104,0.000026104406,0.0013093824,0.000074540476,0.97274226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983046,0.00016180665,0.00040822427,0.00034595045,0.0003042133,0.00047519602],"domain_scores_gemma":[0.9978366,0.00021363377,0.00019369593,0.0009795221,0.00051890773,0.0002576576],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068434566,0.00031334392,0.0003035171,0.00072893605,0.0010885714,0.010223999,0.0014514718,0.00037194218,0.006767668],"category_scores_gemma":[0.00060543243,0.00021441991,0.00015639511,0.00006558353,0.00015291058,0.0019155612,0.00013218446,0.000834478,0.0004765773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014705951,0.0000041137882,0.00002321105,0.000028803042,0.0000387082,0.000007036101,0.014184963,3.05936e-8,6.2049395e-7,0.08817204,0.8939231,0.0036158722],"study_design_scores_gemma":[0.000085624015,0.000018241595,0.00003057201,0.00083568005,0.000017931332,0.0000035874739,0.0006788673,0.00000193461,0.0000018248625,0.0037799005,0.9941999,0.0003459918],"about_ca_topic_score_codex":0.21700116,"about_ca_topic_score_gemma":0.68149036,"teacher_disagreement_score":0.46448922,"about_ca_system_score_codex":0.00023242099,"about_ca_system_score_gemma":0.00036060807,"threshold_uncertainty_score":0.99414027},"labels":[],"label_agreement":null},{"id":"W2734960538","doi":"10.33137/pbsc.v54i1-2.25855","title":"Generating Captain Cook and Paul Kane into Published Authors: Case Studies of a Book History Model for Exploration and Travel Writing (pp 7-56)","year":2017,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Publishing and Scholarly Communication","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 Alberta","funders":"","keywords":"Interpretation (philosophy); Relation (database); Travel writing; History; Literature; Linguistics; Art history; Art; Computer science; Philosophy","score_opus":0.07031718495818798,"score_gpt":0.26490015369530723,"score_spread":0.19458296873711925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734960538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8939424,0.05644368,0.0003400813,0.045209166,0.00047785707,0.0008859361,0.00027773148,0.000033181987,0.0023899795],"genre_scores_gemma":[0.9958914,0.001863089,0.001465434,0.00035969223,0.0000594773,0.000024691937,0.000007808429,0.000009905216,0.00031852588],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901974,0.00007142062,0.0003549997,0.00015340523,0.00026140184,0.00013900596],"domain_scores_gemma":[0.99842244,0.00024832372,0.00047819488,0.0003611035,0.0004250844,0.00006486797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010988633,0.00010976902,0.00026442148,0.00017459273,0.0011308806,0.0002354946,0.00030465267,0.00006474971,0.0000046132286],"category_scores_gemma":[0.00045725564,0.00008485682,0.00016962575,0.00012937718,0.00089801586,0.0010605347,0.00014258425,0.000182208,2.2611548e-9],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007913113,0.000119251985,0.001671257,0.0015459554,0.0010589093,0.0000028783509,0.13259731,0.0003643822,0.008143311,0.035422206,0.8139189,0.0050765323],"study_design_scores_gemma":[0.0057963133,0.00062832184,0.0030348208,0.0015711557,0.001251217,0.000050294042,0.2939049,0.5456189,0.0009913205,0.04648721,0.09889035,0.0017751895],"about_ca_topic_score_codex":0.12217669,"about_ca_topic_score_gemma":0.33219078,"teacher_disagreement_score":0.7150285,"about_ca_system_score_codex":0.00004841278,"about_ca_system_score_gemma":0.00019549682,"threshold_uncertainty_score":0.88366884},"labels":[],"label_agreement":null},{"id":"W2737012582","doi":"10.31468/cjsdwr.579","title":"ELLE of an Opportunity: Student Writers, Civic Audience, and Auction Genre","year":2017,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Sophistication; Advertising; Art; Visual arts; Drama; Media studies; Art history; Sociology; Business; Aesthetics","score_opus":0.20228403801337178,"score_gpt":0.41584002983290874,"score_spread":0.21355599181953697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737012582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97029454,0.000726511,0.0000069063976,0.0017394868,0.00017683118,0.00010306916,0.000033520464,0.00005238553,0.026866771],"genre_scores_gemma":[0.9980808,0.00062842167,0.00007486882,0.00009576937,0.00018158252,0.000009798078,0.000041129628,0.000010308368,0.0008773418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990801,0.00008676198,0.0002385677,0.00023006221,0.00016246876,0.0002020043],"domain_scores_gemma":[0.9988256,0.00006739865,0.00027058957,0.00059815904,0.00011646811,0.00012178594],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00061742595,0.00013112274,0.00021395284,0.00008404041,0.0013969687,0.0014500021,0.00044257773,0.000064993,0.0000810904],"category_scores_gemma":[0.00016345616,0.00011080038,0.000036897512,0.000012465557,0.00070833525,0.002162142,0.00025148416,0.00024032233,0.0000019605995],"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":[0.00011072118,0.0012129664,0.27012342,0.0002687188,0.00024689865,0.00006995289,0.08952284,0.0000048966094,0.0007879266,0.2430214,0.0039323587,0.3906979],"study_design_scores_gemma":[0.0017973806,0.000848792,0.7302086,0.00040702467,0.00024340316,0.000050889543,0.22174333,0.00072593836,0.00028093468,0.011685083,0.031077923,0.0009307345],"about_ca_topic_score_codex":0.00039371848,"about_ca_topic_score_gemma":0.00056578015,"teacher_disagreement_score":0.46008515,"about_ca_system_score_codex":0.000012726743,"about_ca_system_score_gemma":0.000040411458,"threshold_uncertainty_score":0.9999031},"labels":[],"label_agreement":null},{"id":"W2740910591","doi":"10.18352/lq.10210","title":"The Surge in New University Presses and Academic-Led Publishing: An Overview of a Changing Publishing Ecology in the UK","year":2017,"lang":"en","type":"article","venue":"LIBER Quarterly The Journal of the Association of European Research Libraries","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Scotland’s Rural College; University of Westminster; Cardiff University; University of Hertfordshire; University College London; University of Central Lancashire; University of Surrey; University of Warwick; York University; University of Chester; Kingston University; University of Huddersfield","keywords":"Publishing; Typology; Sociology; Scholarly communication; Project commissioning; Library science; Political science; Computer science; Anthropology","score_opus":0.17501108243135735,"score_gpt":0.3270764730727589,"score_spread":0.15206539064140154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740910591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8494815,0.002061157,0.0000025321199,0.12536587,0.00034970927,0.0002413959,0.000014032196,0.0000073345855,0.022476455],"genre_scores_gemma":[0.99566865,0.000993402,0.000014417299,0.0001492647,0.00027563568,4.4007027e-7,0.000002863938,0.000010862166,0.0028844692],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9896266,0.008639588,0.0005437908,0.00009466737,0.00077847444,0.00031686836],"domain_scores_gemma":[0.9924931,0.0046634185,0.0015598901,0.0007282187,0.00050197233,0.00005341491],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.028998729,0.00008936972,0.00020955563,0.00027607905,0.0016332874,0.008220354,0.004770455,0.000070120535,0.000017849383],"category_scores_gemma":[0.007399522,0.00004495421,0.00007915592,0.0002204943,0.00042568892,0.015122596,0.00055742165,0.0018894047,5.7099425e-7],"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":[0.00026868258,0.00011467933,0.161706,0.00004064785,0.00013309249,0.000005347802,0.3845986,0.000009314692,0.00006936,0.37905785,0.06433617,0.009660241],"study_design_scores_gemma":[0.0009440607,0.00025580186,0.7528494,0.00029702223,0.000032959753,0.0000045756015,0.08053349,0.000053358646,0.000021526319,0.03853601,0.12637642,0.00009536699],"about_ca_topic_score_codex":0.0007940545,"about_ca_topic_score_gemma":0.005163118,"teacher_disagreement_score":0.5911434,"about_ca_system_score_codex":0.00006732124,"about_ca_system_score_gemma":0.00027571613,"threshold_uncertainty_score":0.99985015},"labels":[],"label_agreement":null},{"id":"W2750493357","doi":"10.18432/r2f04h","title":"A Review: Writing Academic Fiction","year":2017,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Literature; Art","score_opus":0.26427218380974454,"score_gpt":0.4579813263529633,"score_spread":0.19370914254321875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750493357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09155662,0.01153479,0.00023219253,0.19319114,0.0031732274,0.00037437893,0.00006301052,0.00010194326,0.6997727],"genre_scores_gemma":[0.9655072,0.01833433,0.00013830239,0.00048774327,0.0031348313,0.000037969123,0.000050433147,0.000023118995,0.012286034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974992,0.0003353608,0.0005163562,0.0002214035,0.0010299218,0.00039775413],"domain_scores_gemma":[0.9976933,0.00020297857,0.00027004085,0.00052370544,0.0011187681,0.000191233],"candidate_categories":["sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060215653,0.00012778718,0.0001618482,0.0003083768,0.0059487517,0.003955076,0.0025408876,0.000063746105,0.0024465786],"category_scores_gemma":[0.00077196327,0.000110006375,0.00016362802,0.000036210415,0.0004695487,0.005369913,0.00031376677,0.0026849066,0.00035983135],"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":[0.00011460131,0.00023919837,0.0013802969,0.00013093976,0.00016886905,0.00006930008,0.034566324,0.00001045384,0.00039927402,0.075427555,0.8625121,0.024981068],"study_design_scores_gemma":[0.000574882,0.00012875212,0.0044036633,0.0023895646,0.000018786342,0.00025288505,0.003636273,0.00069131237,0.000017882281,0.02269599,0.96499383,0.00019616478],"about_ca_topic_score_codex":0.000022050548,"about_ca_topic_score_gemma":0.00011064344,"teacher_disagreement_score":0.8739506,"about_ca_system_score_codex":0.00015253657,"about_ca_system_score_gemma":0.00012767385,"threshold_uncertainty_score":0.99961597},"labels":[],"label_agreement":null},{"id":"W2756347562","doi":"10.31468/cjsdwr.48","title":"Writing at the Centre: A Sketch of the Canadian History","year":2016,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Simon Fraser University","keywords":"Timeline; Sketch; History; Work (physics); Visual arts; Sociology; Engineering; Art; Computer science; Mechanical engineering; Archaeology","score_opus":0.12432497440612635,"score_gpt":0.32128534928162,"score_spread":0.19696037487549367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756347562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83680433,0.002180075,7.9204693e-7,0.05368616,0.00036333685,0.00012495824,0.00006763827,0.000038855484,0.106733866],"genre_scores_gemma":[0.9887856,0.000090354704,0.000006352087,0.0006215004,0.00017436287,0.0000078750945,0.000007620715,0.000011740976,0.010294558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989547,0.00017078003,0.00023356419,0.0001649971,0.00017200255,0.00030392822],"domain_scores_gemma":[0.9987695,0.00036289872,0.0001542763,0.00051684666,0.00011727015,0.000079162324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061638776,0.00011587702,0.00013552005,0.000047511025,0.0009833684,0.00021649017,0.00052573095,0.00006272472,0.00057344383],"category_scores_gemma":[0.0003080314,0.0000536319,0.000080508944,0.00001999774,0.00091323274,0.00042480865,0.00017787676,0.00022714114,0.000015819818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019023451,0.000073724295,0.14318448,0.000036586003,0.00007653751,0.0000074248737,0.026400879,4.766936e-7,0.0006272454,0.6526351,0.12718388,0.049754657],"study_design_scores_gemma":[0.0005134462,0.00003084482,0.058700457,0.00029064913,0.00006977735,0.000012423754,0.01866247,0.00001629372,0.00026442422,0.0030308357,0.91809654,0.00031180764],"about_ca_topic_score_codex":0.027080009,"about_ca_topic_score_gemma":0.4162251,"teacher_disagreement_score":0.7909127,"about_ca_system_score_codex":0.0002934328,"about_ca_system_score_gemma":0.00022431974,"threshold_uncertainty_score":0.9793987},"labels":[],"label_agreement":null},{"id":"W2761599996","doi":"10.16995/dscn.276","title":"Toward Sustainable Growth: Lessons Learned Through the Victorian Women Writers Project","year":2017,"lang":"en","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Outreach; Sociology; Art","score_opus":0.15955305381429416,"score_gpt":0.32963693021253637,"score_spread":0.1700838763982422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761599996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28348136,0.0012081815,0.000042862208,0.10004682,0.0007808748,0.0005745379,0.00007882987,0.00027287749,0.61351365],"genre_scores_gemma":[0.96751237,0.0005479099,0.0000028044524,0.00033489833,0.0006120856,0.0002512535,0.000030496165,0.000031820386,0.030676333],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852,0.00010934435,0.00025773243,0.00030897144,0.00024406785,0.0005598709],"domain_scores_gemma":[0.99798876,0.00019615924,0.00024337745,0.000962546,0.0005594722,0.00004967856],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00061063905,0.00023896708,0.00029943712,0.00005045327,0.0043375213,0.008353694,0.0013134072,0.00006336754,0.0000147381415],"category_scores_gemma":[0.001483108,0.00016458747,0.00011691971,0.00004685991,0.00075685995,0.005557779,0.000870509,0.0004156141,0.00002706019],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002286728,0.000068577916,0.00010021273,0.000050438888,0.00015845435,0.000009013176,0.85603434,0.0000011457797,0.0000017130208,0.13063222,0.012472845,0.0004481482],"study_design_scores_gemma":[0.00017385768,0.00004230895,0.000053819254,0.00001890861,1.9295587e-7,0.0000012640377,0.4770314,0.0000025055049,0.0000065864883,0.03828146,0.48425987,0.00012782062],"about_ca_topic_score_codex":0.0018347033,"about_ca_topic_score_gemma":0.0005983518,"teacher_disagreement_score":0.68403107,"about_ca_system_score_codex":0.0002196157,"about_ca_system_score_gemma":0.00012947223,"threshold_uncertainty_score":0.9969587},"labels":[],"label_agreement":null},{"id":"W2772052043","doi":"","title":"Research Guides: GCM 710 -- The Art of the Book: Primary Sources / Secondary Sources","year":2017,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Library science; Publishing; GCM transcription factors; Art history; Visual arts; History; Computer science; Art; Geology; Literature; General Circulation Model","score_opus":0.10188964341400583,"score_gpt":0.31044694514352705,"score_spread":0.20855730172952122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772052043","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020936495,0.020675818,7.4509006e-7,0.02274435,0.0013594951,0.0004326796,0.00020416867,0.00008847897,0.9524006],"genre_scores_gemma":[0.012927141,0.0018168148,0.000033238135,0.0028447644,0.0026256733,0.000045850615,0.00026058906,0.00006722817,0.9793787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596006,0.0011676258,0.0006899496,0.00038149857,0.0013199579,0.0004809106],"domain_scores_gemma":[0.99287605,0.0014220892,0.0007276213,0.003954671,0.0009536359,0.000065939596],"candidate_categories":["sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0056884643,0.00031946832,0.0004839515,0.00025137988,0.004281246,0.0060026837,0.0076706866,0.00031119914,0.0047282693],"category_scores_gemma":[0.0010181372,0.00015714095,0.00037139378,0.00005986075,0.0028977047,0.0015127535,0.00205777,0.0032885973,0.00021601513],"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":[0.00000873227,0.00003666876,0.00005554807,0.00012942438,0.00010779154,5.2967744e-7,0.014196561,7.9192233e-7,0.000005830165,0.030348163,0.95232666,0.002783324],"study_design_scores_gemma":[0.00012521159,0.00004534142,0.00048689137,0.00037410707,0.000045881898,0.000002857135,0.0068352376,0.00000581916,0.000045373374,0.00400561,0.98781544,0.00021224198],"about_ca_topic_score_codex":0.0037379062,"about_ca_topic_score_gemma":0.0046952916,"teacher_disagreement_score":0.03548879,"about_ca_system_score_codex":0.00007864868,"about_ca_system_score_gemma":0.00082182005,"threshold_uncertainty_score":0.9998158},"labels":[],"label_agreement":null},{"id":"W2772461360","doi":"","title":"A Book Review of \"Writing your Journal Article in 12 Weeks: A guide to Academic Publishing Sucess\"","year":2017,"lang":"en","type":"review","venue":"The Journal of Teaching and Learning","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Publishing; Sociology; Mathematics education; Media studies; Library science; Computer science; Art; Literature; Psychology","score_opus":0.14350935305012197,"score_gpt":0.39746479607147245,"score_spread":0.2539554430213505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772461360","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002161893,0.9890017,0.00003386316,0.003695288,0.00022619098,0.0001495229,0.0000019969582,0.000011913548,0.0066633658],"genre_scores_gemma":[0.0004191934,0.9931341,0.00019512627,0.0010611479,0.0012141921,0.000002535147,0.0000027244973,0.00003432508,0.0039366535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99219584,0.0049054655,0.0019463706,0.00012412791,0.00052002846,0.00030817022],"domain_scores_gemma":[0.9938074,0.0013909587,0.0039683776,0.0003757792,0.00030444452,0.00015304232],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.043012217,0.00024712234,0.001311765,0.00047135097,0.0017818921,0.0029587995,0.0018292804,0.0001504806,0.000083484476],"category_scores_gemma":[0.018894248,0.00015398955,0.0003196415,0.000054863092,0.00009497723,0.00422189,0.00032352193,0.0147207305,0.0000033261133],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008717259,0.00001901638,0.00002470468,0.0059481673,0.00008922014,0.0000082577935,0.021169262,0.000009506537,9.198037e-7,0.00023750123,0.041720428,0.9307643],"study_design_scores_gemma":[0.00013553737,0.000072934134,0.000010639801,0.18462928,0.00031422573,0.0004159323,0.0026587374,0.000011925181,3.714344e-8,0.000037401525,0.8115799,0.00013348897],"about_ca_topic_score_codex":0.00026796394,"about_ca_topic_score_gemma":0.000021664579,"teacher_disagreement_score":0.9306308,"about_ca_system_score_codex":0.00012307738,"about_ca_system_score_gemma":0.00028779384,"threshold_uncertainty_score":0.9995177},"labels":[],"label_agreement":null},{"id":"W2781582566","doi":"10.3138/jsp.49.2.231","title":"The New World of Republishing in Open Access: A View from the Author's Side","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Nuts and bolts; Work (physics); Sociology; Media studies; Computer science; World Wide Web; History; Public relations; Political science; Engineering","score_opus":0.16881024027498304,"score_gpt":0.35863472765288223,"score_spread":0.1898244873778992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781582566","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22612232,0.016975228,0.00020773604,0.44630668,0.005853503,0.0006935207,0.00004266459,0.000065780005,0.30373254],"genre_scores_gemma":[0.9840294,0.00021427312,0.0011107627,0.0037767878,0.0045295707,0.000007293682,0.000012140508,0.00004009206,0.0062796576],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951995,0.0011170898,0.0017309366,0.00026625136,0.0012710706,0.00041517656],"domain_scores_gemma":[0.9900149,0.0027318173,0.0024150703,0.0013138516,0.0032886672,0.00023566082],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.020625941,0.00021392372,0.0004635732,0.00048421326,0.0014822232,0.42687127,0.016081689,0.00012645088,0.00033272215],"category_scores_gemma":[0.026290217,0.000121644334,0.00019006988,0.0008374377,0.00035634567,0.33472353,0.0027509767,0.0038317991,0.000007558575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018477571,0.000110759065,0.016898263,0.000008625364,0.0001825673,0.000007845399,0.040590804,0.000006819689,0.00012615041,0.20096578,0.66828835,0.07262926],"study_design_scores_gemma":[0.00073361903,0.000079785525,0.02808467,0.00064989424,0.000045233264,0.000008112274,0.0071914014,0.000034979133,0.000048901267,0.05982956,0.9031354,0.00015840607],"about_ca_topic_score_codex":0.01674243,"about_ca_topic_score_gemma":0.054424785,"teacher_disagreement_score":0.7579071,"about_ca_system_score_codex":0.00020195801,"about_ca_system_score_gemma":0.0010240497,"threshold_uncertainty_score":0.9998177},"labels":[],"label_agreement":null},{"id":"W2782033416","doi":"10.3138/jsp.49.2.213","title":"Old Traditions and New Technologies: Creating Concordia University Press","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":true,"ca_institutions":"","funders":"","keywords":"Publishing; Face (sociological concept); Scholarly communication; Work (physics); Dual (grammatical number); Library science; Sociology; World Wide Web; Computer science; Engineering; Political science; Art; Social science; Law; Literature","score_opus":0.07628625455330139,"score_gpt":0.2393859989114348,"score_spread":0.1630997443581334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782033416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67957443,0.001965541,0.0007914881,0.043367002,0.0012794981,0.0001434565,0.00004166102,0.00031239644,0.27252454],"genre_scores_gemma":[0.98869145,0.00020862248,0.0026488856,0.00028127508,0.0012172185,2.9940992e-7,0.0000050392723,0.000014630874,0.0069326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987114,0.00014664217,0.00038223318,0.00014995987,0.00040061903,0.00020913186],"domain_scores_gemma":[0.99709994,0.0002854742,0.00056249055,0.00031164364,0.0015688452,0.00017161193],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0018505125,0.00012118754,0.00021165037,0.00040340816,0.0010366803,0.051011864,0.0011767442,0.0001493922,0.00007949148],"category_scores_gemma":[0.0035003792,0.00011028257,0.000081773615,0.00014545642,0.00032312694,0.1287802,0.00016859506,0.0017226422,0.0000022963857],"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":[0.00006838726,0.00009287302,0.005189748,0.000018389585,0.00015835199,0.00002240648,0.04049679,0.0000017854031,0.00040743142,0.72527057,0.19723311,0.031040167],"study_design_scores_gemma":[0.0007241854,0.00022949885,0.0033197359,0.00014592652,0.00006273283,0.000058540256,0.025136324,0.00004842991,0.00006779062,0.005912647,0.964132,0.00016219894],"about_ca_topic_score_codex":0.0011648217,"about_ca_topic_score_gemma":0.00033058543,"teacher_disagreement_score":0.7668989,"about_ca_system_score_codex":0.00012613757,"about_ca_system_score_gemma":0.00018943442,"threshold_uncertainty_score":0.9499733},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"split"},{"id":"W2782213038","doi":"10.3138/jsp.49.2.260","title":"Article Processing Charges Threaten Academic Libraries: A Librarian's Opinion","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Abandonment (legal); Library science; Political science; Public relations; Sociology; Computer science; Law","score_opus":0.08457624222473366,"score_gpt":0.2769142397973928,"score_spread":0.19233799757265918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782213038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61009234,0.020212833,0.0011350478,0.12055013,0.0058062975,0.00033657998,0.00003134506,0.00049180374,0.24134362],"genre_scores_gemma":[0.985911,0.00019834137,0.0022112438,0.0016714463,0.008236785,0.000004325284,0.000012465438,0.000047351896,0.0017070152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997114,0.00028670504,0.00097612996,0.00023383353,0.00095628,0.0004330365],"domain_scores_gemma":[0.9953613,0.00019425596,0.0011103959,0.0004161261,0.0026107074,0.0003071736],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0042537283,0.0002113015,0.00032973415,0.00062885514,0.0012001749,0.1328882,0.0022817757,0.00026763487,0.0004938418],"category_scores_gemma":[0.004486756,0.00017127692,0.00014723252,0.0003408678,0.0003334942,0.37926674,0.00034311105,0.0033997607,0.000045475143],"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":[0.0003096631,0.00026421656,0.018435197,0.00009302734,0.00020468772,0.000015648211,0.12103981,0.0000041757908,0.0031448728,0.50378543,0.24456754,0.10813574],"study_design_scores_gemma":[0.001131068,0.0004012381,0.0066611166,0.0007642761,0.000053488617,0.00008787249,0.012304017,0.00034246236,0.0009227055,0.049388647,0.92754483,0.00039830274],"about_ca_topic_score_codex":0.0000616669,"about_ca_topic_score_gemma":0.000014770956,"teacher_disagreement_score":0.68297726,"about_ca_system_score_codex":0.00009709909,"about_ca_system_score_gemma":0.0004880798,"threshold_uncertainty_score":0.99889946},"labels":[],"label_agreement":null},{"id":"W2783064550","doi":"10.3138/jsp.49.2.br1","title":"<i>The Discourse of Peer Review: Reviewing Submissions to Academic Journals</i> by Brian Paltridge | <i>Getting Published in Academic Journals: Navigating the Publication Process</i> by Brian Paltridge and Sue Starfield","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Peer review; Library science; Sociology; Computer science; Political science; Law","score_opus":0.06874107232484686,"score_gpt":0.37013890105596264,"score_spread":0.30139782873111576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783064550","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15381731,0.18980321,0.00019583329,0.6511904,0.0010008799,0.00077115395,0.00012383824,0.000044351076,0.0030529976],"genre_scores_gemma":[0.9208576,0.04958171,0.00043827802,0.022698952,0.004296397,0.00006379542,0.0001073324,0.00012718832,0.0018287448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887481,0.0015898488,0.0044774045,0.0005327857,0.0036521836,0.00099969],"domain_scores_gemma":[0.97617644,0.0018257131,0.006072238,0.0010290117,0.014052272,0.0008443469],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.07352103,0.00046805205,0.00095934374,0.00057931663,0.0029369765,0.056028012,0.005027803,0.00046535625,0.0001441039],"category_scores_gemma":[0.1257903,0.000300726,0.000279825,0.00156388,0.0004618659,0.10591483,0.00058407517,0.015960261,0.00000459238],"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":[0.00005718918,0.00007236507,0.011124083,0.00021584988,0.000086964516,0.0000025425788,0.016862193,0.0000018148448,0.0033689034,0.0013454133,0.91749084,0.049371857],"study_design_scores_gemma":[0.00101135,0.00019688909,0.002825997,0.016459916,0.00018270126,0.00015924475,0.013795147,0.00005722806,0.0004411181,0.0023730483,0.96197,0.0005273689],"about_ca_topic_score_codex":0.00044712407,"about_ca_topic_score_gemma":0.00020719208,"teacher_disagreement_score":0.7670403,"about_ca_system_score_codex":0.0002757052,"about_ca_system_score_gemma":0.00071370916,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W2795416826","doi":"","title":"A Deeper Dive into the Cookbook Buyer: An Analysis of BookNet Canada Data and the Cookbook Industry","year":2017,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Marketing; Computer science; World Wide Web","score_opus":0.03440702282806941,"score_gpt":0.22684290662789697,"score_spread":0.19243588379982757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795416826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.910248,0.0004112467,0.000026440473,0.0047280393,0.00015975923,0.00023306809,0.0003940268,0.000030203026,0.08376921],"genre_scores_gemma":[0.9862224,0.00007846525,0.00001127389,0.00041301263,0.000059619582,6.631672e-7,0.00017592355,0.000007306599,0.013031364],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989533,0.0002688686,0.00014744523,0.0002408728,0.00023792974,0.00015160143],"domain_scores_gemma":[0.9969014,0.0002195527,0.00025690484,0.0023522363,0.00018617188,0.00008373148],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054799224,0.00012500134,0.00023109982,0.00014783297,0.0021982165,0.00083507336,0.0029791433,0.0000868335,0.00021297763],"category_scores_gemma":[0.00013512524,0.00008386539,0.00005362801,0.000082655075,0.00096718903,0.0018118094,0.0009312198,0.0005075437,0.000001534769],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030575602,0.0001004754,0.6201022,0.00001871982,0.00214546,0.000032415068,0.011934838,0.00011070204,9.433564e-7,0.2783726,0.08339829,0.0034776123],"study_design_scores_gemma":[0.00076966727,0.000020920945,0.010658743,0.000016767033,0.0010172405,5.1665032e-9,0.077514485,0.0026218486,0.000005542133,0.00042936674,0.9067793,0.00016613993],"about_ca_topic_score_codex":0.6733696,"about_ca_topic_score_gemma":0.9970659,"teacher_disagreement_score":0.823381,"about_ca_system_score_codex":0.000075906326,"about_ca_system_score_gemma":0.00023443435,"threshold_uncertainty_score":0.9991008},"labels":[],"label_agreement":null},{"id":"W2802012849","doi":"","title":"Scholarly Communication in the Digital Age","year":2018,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarly communication; Dissemination; Library science; Digital library; Digital era; Digital humanities; Scientific communication; Information Dissemination; World Wide Web; Media studies; Sociology; Computer science; Political science; The Internet; Publishing; Telecommunications; Art; Law","score_opus":0.06941461988241998,"score_gpt":0.264890632548935,"score_spread":0.19547601266651504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802012849","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34987545,0.000027895758,0.000010569842,0.00098055,0.0018003404,0.0003455778,0.000021785194,0.00010477677,0.64683306],"genre_scores_gemma":[0.9521584,0.000036589998,0.00004485626,0.000029398067,0.0035987166,4.3634427e-7,0.00005820367,0.000014701188,0.044058695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954267,0.0024402516,0.00021862061,0.00042096368,0.00097331725,0.0005201615],"domain_scores_gemma":[0.99656796,0.00071296666,0.00012769077,0.0013710791,0.001067802,0.00015249223],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0024754475,0.00018431865,0.00021974568,0.0009807784,0.0042174202,0.005948842,0.0040342,0.00017855417,0.000109613284],"category_scores_gemma":[0.00059468177,0.00017957116,0.00013638451,0.0009421023,0.0019279154,0.007976237,0.00087537285,0.0016132467,0.00016655975],"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":[0.0019197783,0.0006216946,0.0012826999,0.000022408407,0.000106026084,0.00092344475,0.06798533,0.000004583373,0.0009232255,0.87515754,0.04883269,0.002220557],"study_design_scores_gemma":[0.001418804,0.0002851722,0.0007395229,0.000044930144,0.000023638135,0.000007758716,0.03602729,0.00003357639,0.00008459136,0.0012053195,0.9599084,0.000220958],"about_ca_topic_score_codex":0.005226527,"about_ca_topic_score_gemma":0.004489954,"teacher_disagreement_score":0.9110758,"about_ca_system_score_codex":0.0006609574,"about_ca_system_score_gemma":0.00039488525,"threshold_uncertainty_score":0.99707896},"labels":[],"label_agreement":null},{"id":"W2804839987","doi":"","title":"Stephen Leacock: The Writer and His Writings","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literature; History; Art","score_opus":0.04772472702962779,"score_gpt":0.23842335120169691,"score_spread":0.19069862417206912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804839987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013615574,0.0016336208,0.000016518617,0.05263776,0.0014394308,0.00058044604,0.00077330077,0.00015006562,0.9426327],"genre_scores_gemma":[0.052415676,0.00097203435,0.00008852141,0.017078916,0.0036714778,0.0001778815,0.0028578008,0.00011120399,0.9226265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765813,0.00009359599,0.00062905916,0.00060140603,0.0006660442,0.00035176743],"domain_scores_gemma":[0.99647295,0.00029452157,0.00081168255,0.0016226412,0.0006302262,0.00016799665],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0010444626,0.0005176552,0.0004975756,0.00019768382,0.003582313,0.0076235295,0.0015438504,0.0003442655,0.012225765],"category_scores_gemma":[0.00018037169,0.000415795,0.00021562364,0.0000102159365,0.0009235539,0.019481534,0.0005575037,0.0012296314,0.0014667024],"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":[0.000017959237,0.000022506965,0.0000037463285,0.000034849523,0.000077758275,0.00000823993,0.0010585547,2.8811073e-7,0.0000043668792,0.8538929,0.13682064,0.008058185],"study_design_scores_gemma":[0.00042017724,0.00008540379,0.00043719765,0.00045202833,0.00014870224,0.000025963716,0.0003095156,0.000012356783,0.0000072323305,0.049579006,0.94799083,0.00053156225],"about_ca_topic_score_codex":0.00019728226,"about_ca_topic_score_gemma":0.004024347,"teacher_disagreement_score":0.8111702,"about_ca_system_score_codex":0.000117625874,"about_ca_system_score_gemma":0.00011457569,"threshold_uncertainty_score":0.9998294},"labels":[],"label_agreement":null},{"id":"W2807976207","doi":"","title":"Library Guides: Indigenous Writers in Canada: Artist Profiles!: Introduction","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Visual arts; Art; History; Art history","score_opus":0.020632006135895473,"score_gpt":0.1971892633043629,"score_spread":0.17655725716846743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807976207","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063960715,0.0037319239,0.0000054796683,0.053666122,0.007793924,0.00073484477,0.0010569608,0.00039011356,0.9262245],"genre_scores_gemma":[0.028314568,0.0012513833,0.00023914786,0.002741283,0.012694846,0.00013920366,0.004214273,0.00013573887,0.9502696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802756,0.00019509041,0.00064262905,0.00038821084,0.0003527037,0.00039378516],"domain_scores_gemma":[0.9985944,0.000119115066,0.00027656546,0.00081715453,0.00010768542,0.00008505847],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003097952,0.00028256778,0.00036007515,0.00036572144,0.00031332416,0.0015468181,0.00093983253,0.00015560351,0.00624904],"category_scores_gemma":[0.00012702975,0.00021500162,0.0000638414,0.00007076773,0.00010966553,0.0026764355,0.00018947828,0.0007445408,0.00008951991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008108487,0.000021532678,0.000456325,0.000054206055,0.000026812613,0.000007883715,0.0035237707,5.3316256e-7,0.0000020433522,0.01519702,0.97128266,0.009419092],"study_design_scores_gemma":[0.00013349763,0.000022222473,0.00035566697,0.0001594264,0.0000110500505,0.0000033620888,0.0016619624,0.0000035984458,0.000020387608,0.0010655419,0.9962452,0.0003180863],"about_ca_topic_score_codex":0.9124499,"about_ca_topic_score_gemma":0.97827405,"teacher_disagreement_score":0.06582412,"about_ca_system_score_codex":0.000720505,"about_ca_system_score_gemma":0.0031276052,"threshold_uncertainty_score":0.99948967},"labels":[],"label_agreement":null},{"id":"W2884028269","doi":"","title":"Storytelling: First Nations, medical thrillers, LGBTQ, and more","year":2012,"lang":"en","type":"article","venue":"BCLA Browser: Linking the Library Landscape","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globe; Storytelling; Publishing; Residence; Media studies; Library science; Sociology; Gender studies; Psychology; Art; Computer science; Narrative; Literature; Demography","score_opus":0.02223802813912809,"score_gpt":0.21381270114095896,"score_spread":0.19157467300183087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884028269","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33037803,0.038682096,0.00005111844,0.09569353,0.0028429818,0.0005152544,0.00005649173,0.0012152107,0.5305653],"genre_scores_gemma":[0.9880027,0.0016075792,0.00025180727,0.0017543114,0.0033873394,0.00002040394,0.00017948016,0.000041755546,0.004754592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866086,0.00018056473,0.00026251658,0.00017233766,0.00040389155,0.00031983238],"domain_scores_gemma":[0.9983712,0.0007947222,0.00011478133,0.0005142828,0.000032582688,0.0001724248],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007141805,0.00016752744,0.00016245834,0.00014002748,0.0016780711,0.0012264551,0.00079089316,0.00012811641,0.0015319134],"category_scores_gemma":[0.00019638958,0.00011199718,0.00006836242,0.00009801652,0.00021134828,0.0034202912,0.00030827988,0.00056393415,0.000054255626],"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":[0.00004519151,0.0001980756,0.098617174,0.00010747877,0.00012058409,0.0000037329983,0.0871534,0.000012866014,0.0000023639034,0.6833972,0.12168369,0.0086582815],"study_design_scores_gemma":[0.00026377867,0.000017194738,0.0045722136,0.00012976342,0.000023982104,0.000013654902,0.0018076006,0.0007418747,0.00000677565,0.0018129582,0.9904217,0.00018851829],"about_ca_topic_score_codex":0.000029642668,"about_ca_topic_score_gemma":0.00015736751,"teacher_disagreement_score":0.868738,"about_ca_system_score_codex":0.000008207678,"about_ca_system_score_gemma":0.00006594829,"threshold_uncertainty_score":0.99981034},"labels":[],"label_agreement":null},{"id":"W2886440308","doi":"","title":"The best bookshops in Victoria, British Columbia, Canada","year":2018,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History; Media studies; Political science; Sociology","score_opus":0.043789525428272746,"score_gpt":0.3093563560475328,"score_spread":0.26556683061926006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886440308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6736982,0.0008900682,2.790828e-7,0.0041448604,0.00077925547,0.0004927953,0.00096678117,0.000013545339,0.31901422],"genre_scores_gemma":[0.9082183,0.0061935917,0.0002138066,0.00050470856,0.0016869418,0.00003010509,0.00003674374,0.000111143236,0.083004646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99374783,0.00023238105,0.0013329133,0.0010881241,0.00057497196,0.0030237925],"domain_scores_gemma":[0.99326247,0.0012042277,0.0004001746,0.0011051468,0.000870393,0.0031575807],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008133376,0.00033023776,0.0008562978,0.00067719334,0.0014162326,0.006214606,0.0028243614,0.00026257167,0.001129131],"category_scores_gemma":[0.004608685,0.0003470656,0.00011106309,0.00038055927,0.016814454,0.0013129949,0.0013271446,0.0011998191,0.00003594747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023342676,0.00013616784,0.008202549,0.00005301924,0.000024756991,0.0000026593723,0.000055522367,0.0000012093782,0.000008056606,0.9746001,0.01571581,0.0011768299],"study_design_scores_gemma":[0.0008683302,0.0004768412,0.011761913,0.00034870117,0.000025290254,0.000019578834,0.002460448,0.0012648695,0.00002776456,0.07440042,0.9076831,0.0006627849],"about_ca_topic_score_codex":0.9207437,"about_ca_topic_score_gemma":0.9774931,"teacher_disagreement_score":0.90019965,"about_ca_system_score_codex":0.0014101383,"about_ca_system_score_gemma":0.011706654,"threshold_uncertainty_score":0.99989814},"labels":[],"label_agreement":null},{"id":"W2886949193","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Writing the Research Paper: Evaluating Online Information","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Media studies; History; Sociology; Political science; Computer science","score_opus":0.17717556087141842,"score_gpt":0.35292304718497003,"score_spread":0.1757474863135516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886949193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56579834,0.00079487107,0.00005350033,0.010266474,0.0003505619,0.00015172052,0.000024230429,0.000102004946,0.42245832],"genre_scores_gemma":[0.9881571,0.00006454942,0.0006580535,0.00055139326,0.0007503397,7.800056e-7,0.00006433666,0.000005522942,0.009747944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981572,0.00082838396,0.00023738504,0.00004487078,0.00045813798,0.0002740263],"domain_scores_gemma":[0.99826515,0.0005250665,0.000111578396,0.0002960498,0.00072579685,0.000076364515],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007915651,0.000060800838,0.000061558465,0.00016637893,0.0018348813,0.0024104111,0.00053655764,0.000033548116,0.0012100994],"category_scores_gemma":[0.0005160769,0.000040619067,0.00004196404,0.000087703476,0.00010177865,0.0133290235,0.00018284141,0.00088191824,0.000100339115],"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":[0.000020698266,0.00012782567,0.0031976695,0.000019109411,0.000040486513,5.692112e-7,0.21478777,0.000012289793,0.000050522987,0.46707055,0.10363525,0.21103725],"study_design_scores_gemma":[0.00015857635,0.000034435696,0.0032629683,0.00002632885,0.0000065361965,0.000005691933,0.057722457,0.00070497155,0.0000019129673,0.0011705722,0.9368392,0.000066310284],"about_ca_topic_score_codex":0.00033178687,"about_ca_topic_score_gemma":0.00026180243,"teacher_disagreement_score":0.833204,"about_ca_system_score_codex":0.000093095376,"about_ca_system_score_gemma":0.000062267165,"threshold_uncertainty_score":0.99970293},"labels":[],"label_agreement":null},{"id":"W2887919534","doi":"","title":"LibGuides: International College of Manitoba Students Help - All Text: Using Sources","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Medical education; Psychology; Media studies; Computer science; Sociology; Medicine","score_opus":0.07264175403167822,"score_gpt":0.3009854669273114,"score_spread":0.22834371289563316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887919534","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042279914,0.0017545641,0.000053908803,0.002971678,0.00787138,0.0005061985,0.005488922,0.0002999999,0.93877345],"genre_scores_gemma":[0.23885065,0.0012970561,0.0011022304,0.0015969583,0.0077008605,0.000038535713,0.0013377279,0.00018171857,0.7478942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975503,0.00015928737,0.00077147974,0.00032163237,0.00093531085,0.0002619651],"domain_scores_gemma":[0.9977489,0.00022938452,0.0006185928,0.00069811445,0.0006315216,0.00007345815],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070319965,0.00030949624,0.00043660926,0.00044428077,0.00028440735,0.0011396908,0.002715464,0.00018188059,0.0031612583],"category_scores_gemma":[0.00020898393,0.00022948989,0.00020410036,0.000035313322,0.00025906242,0.0014794031,0.0007270166,0.00041335894,0.00008773779],"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":[0.00002912382,0.00024292657,0.0023014436,0.000100025296,0.0007238746,0.0000064344604,0.0047836676,0.0000014330203,0.000058822025,0.082408376,0.90775853,0.0015853248],"study_design_scores_gemma":[0.00034389264,0.0000349675,0.00016908863,0.0005271446,0.000078612204,0.0000040627074,0.0035419147,0.000029310582,0.000036904086,0.0019288264,0.9930085,0.00029680194],"about_ca_topic_score_codex":0.0035390402,"about_ca_topic_score_gemma":0.004595581,"teacher_disagreement_score":0.19657074,"about_ca_system_score_codex":0.00017510817,"about_ca_system_score_gemma":0.00014351968,"threshold_uncertainty_score":0.99989724},"labels":[],"label_agreement":null},{"id":"W2889529799","doi":"","title":"Lack of Ethnic Diversity in Canadian Publishing","year":2017,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Diversity (politics); Indigenous; Ethnic group; Cultural diversity; Media studies; Political science; Sociology; Anthropology; Law; Ecology","score_opus":0.2979784917692133,"score_gpt":0.3220593987695095,"score_spread":0.024080907000296192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889529799","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37434182,0.00004415737,4.6197133e-7,0.0044931895,0.00012076659,0.00002425495,0.000008330547,0.00000953902,0.6209575],"genre_scores_gemma":[0.9930259,0.000009727994,0.000024185994,0.00023097762,0.00004618422,6.7622875e-7,0.000008196423,0.0000024240373,0.006651699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99958,0.000033059936,0.00009298905,0.0000651523,0.00008976632,0.00013901753],"domain_scores_gemma":[0.99922913,0.00002822363,0.000073818795,0.0004980902,0.00009697455,0.000073783005],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00075445307,0.00003555686,0.0000693793,0.000119301156,0.0008774319,0.0022231606,0.0009638388,0.000035739795,0.0006351027],"category_scores_gemma":[0.00054537825,0.00003286628,0.000022303053,0.000013576508,0.00009910599,0.00527276,0.00032173216,0.00020086371,0.000013037114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027636727,0.000021078122,0.19839273,0.000007101644,0.0000075904786,0.0000016449422,0.03263553,0.0000011070774,0.0000042109364,0.74756956,0.01533911,0.006017558],"study_design_scores_gemma":[0.00031017503,0.000014077662,0.7920138,0.000031999214,0.000005044434,2.2588799e-7,0.003629305,0.00015075142,0.000013959568,0.010571723,0.1931343,0.00012463279],"about_ca_topic_score_codex":0.96555996,"about_ca_topic_score_gemma":0.99534684,"teacher_disagreement_score":0.73699784,"about_ca_system_score_codex":0.000058766524,"about_ca_system_score_gemma":0.000081292645,"threshold_uncertainty_score":0.9988126},"labels":[],"label_agreement":null},{"id":"W2895238035","doi":"","title":"Multitype Library Board: Multilingual Books & Resources at Saskatchewan Public Libraries: Multilingual Ebooks & Other Electronic Resources","year":2013,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; World Wide Web; Political science; Computer science","score_opus":0.025562037775034848,"score_gpt":0.21801952010696177,"score_spread":0.19245748233192692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895238035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.691433,0.0008603238,0.0000031350448,0.0013003711,0.00019454677,0.00037548915,0.000022089407,0.001021334,0.30478972],"genre_scores_gemma":[0.7107658,0.000008515608,0.00050977984,0.0017211323,0.00069194403,0.000071865485,0.000049583577,0.00009952492,0.28608185],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680805,0.00041061034,0.0006688036,0.00062164414,0.0004968072,0.0009940569],"domain_scores_gemma":[0.9975564,0.00045218025,0.00028226187,0.0011930751,0.00020223568,0.00031383047],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045980077,0.00045566296,0.00040226907,0.00034205522,0.0015335787,0.007425236,0.0015347301,0.00023461391,0.009741589],"category_scores_gemma":[0.00021210915,0.00037598397,0.00022310454,0.00007224596,0.0006558214,0.0044191987,0.00077057147,0.00094351603,0.0007320012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002925811,0.00062897906,0.011974408,0.00010532493,0.00052522554,0.000009935442,0.7282947,0.0000075709113,0.0021995266,0.09085316,0.08318123,0.08192738],"study_design_scores_gemma":[0.00069150166,0.00013310046,0.00054471975,0.000034558303,0.000023109651,0.0000030348772,0.030488981,0.00048316087,0.0016190135,0.002529384,0.9629192,0.00053027837],"about_ca_topic_score_codex":0.0067973277,"about_ca_topic_score_gemma":0.014949902,"teacher_disagreement_score":0.8797379,"about_ca_system_score_codex":0.000091654605,"about_ca_system_score_gemma":0.00027329256,"threshold_uncertainty_score":0.9998692},"labels":[],"label_agreement":null},{"id":"W2895797749","doi":"10.3828/indexer.2015.28","title":"Evaluating indexes: observations on ANZSI experience","year":2015,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"Accreditation; Medical education; Library science; Computer science; Medicine","score_opus":0.5415841524603444,"score_gpt":0.38773935314413127,"score_spread":0.15384479931621314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895797749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058562,0.00007438668,0.00001404308,0.0035569705,0.00040141266,0.00010353474,0.0000035294602,0.00008499064,0.08990495],"genre_scores_gemma":[0.99009186,0.0000018493312,0.000102742175,0.0014974268,0.00032598304,0.000045997425,0.000010869236,0.000009170573,0.007914121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914396,0.00014174593,0.00015097231,0.00010298,0.00033204514,0.00012831681],"domain_scores_gemma":[0.9989655,0.0001539568,0.00007213519,0.0005451831,0.00021744614,0.00004580067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009720973,0.0000725607,0.000065155604,0.000039006565,0.0005610769,0.0007889457,0.0005469504,0.000027123731,0.00016583073],"category_scores_gemma":[0.00054875814,0.000046479832,0.000025459303,0.000056074317,0.00013435465,0.0008136317,0.000081760794,0.00026518735,0.00012874929],"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":[0.00003334393,0.00010167434,0.0033385057,0.0000026301275,0.000017207953,6.000233e-7,0.4532981,0.00034918808,0.0001183081,0.5065471,0.028443664,0.0077496683],"study_design_scores_gemma":[0.0009045929,0.00032315508,0.01505972,0.00009935101,0.000028873945,0.0000034650466,0.0627455,0.0043413662,0.0001899075,0.054083485,0.86177146,0.0004491442],"about_ca_topic_score_codex":0.0003649716,"about_ca_topic_score_gemma":0.00018856037,"teacher_disagreement_score":0.8333278,"about_ca_system_score_codex":0.00004468891,"about_ca_system_score_gemma":0.000063231346,"threshold_uncertainty_score":0.7607821},"labels":[],"label_agreement":null},{"id":"W2896621274","doi":"10.3138/jsp.50.1.05","title":"Reasons for Publishing Scholarly Book Reviews from a Journal Editor’s Perspective","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Perspective (graphical); Library science; Sociology; Computer science; Political science; Law; Artificial intelligence","score_opus":0.07597274156604553,"score_gpt":0.29342960510166444,"score_spread":0.2174568635356189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896621274","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043126203,0.20919573,0.011722606,0.37476704,0.09928347,0.002168016,0.00073674164,0.0005003096,0.2584999],"genre_scores_gemma":[0.33012936,0.006406723,0.06035012,0.03195763,0.5498669,0.000110550965,0.00023119488,0.00049590855,0.02045162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99293345,0.0011995188,0.0023078807,0.000529442,0.0021730403,0.0008566904],"domain_scores_gemma":[0.96352524,0.0011953879,0.004168546,0.0011067966,0.02908519,0.000918873],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.024302892,0.0004947865,0.0009796392,0.0014102104,0.0034015137,0.5038108,0.0053390935,0.0005409049,0.0010774459],"category_scores_gemma":[0.09690689,0.00040821772,0.0008615834,0.00042760203,0.00042106924,0.6047764,0.00048346593,0.009082155,0.00005822234],"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":[0.00019703656,0.00017155251,0.000559309,0.000017096132,0.0002875215,0.000010754672,0.03293147,7.556407e-7,0.00034678786,0.05017959,0.9043582,0.010939941],"study_design_scores_gemma":[0.0018048028,0.00058428734,0.0006114119,0.0008482804,0.00022382225,0.0001270498,0.017398335,0.000029605666,0.000040649997,0.038178086,0.9397091,0.00044454067],"about_ca_topic_score_codex":0.00084335374,"about_ca_topic_score_gemma":0.00047606477,"teacher_disagreement_score":0.45058343,"about_ca_system_score_codex":0.0012154897,"about_ca_system_score_gemma":0.0012207936,"threshold_uncertainty_score":0.999837},"labels":[],"label_agreement":null},{"id":"W2896779575","doi":"10.3828/indexer.2013.50","title":"In defense of multiple indexes: or the index as learning tool","year":2013,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.0352931032563243,"score_gpt":0.24050375208170147,"score_spread":0.20521064882537715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896779575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567535,0.00008555369,0.000006237973,0.003647666,0.00013521132,0.000253678,0.0000015599198,0.00003181541,0.039084762],"genre_scores_gemma":[0.97996587,0.000016277168,0.000008122422,0.0007265463,0.00012048851,0.00005701288,0.0000029914231,0.000012378884,0.019090319],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990461,0.00023765204,0.00024977577,0.000092801194,0.00020649993,0.00016715631],"domain_scores_gemma":[0.99869806,0.00056230515,0.00012355215,0.0004773897,0.000120660574,0.000018044799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000798021,0.00008979998,0.000116245916,0.000067475834,0.00036719564,0.0005213244,0.0006442357,0.000050869334,0.0018622691],"category_scores_gemma":[0.0006483472,0.00003826574,0.000043657576,0.000078738856,0.0002166932,0.0009297055,0.00014809423,0.0006265106,0.00019911844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003640727,0.0004141609,0.12670955,0.000051511815,0.00014739129,0.000005771122,0.5666374,0.0010985543,0.00048536158,0.23345709,0.039869163,0.030759966],"study_design_scores_gemma":[0.0017661592,0.00021579383,0.06579421,0.00016455332,0.000034478206,0.00001489073,0.060830187,0.005623772,0.00022193819,0.04820209,0.8166205,0.0005113809],"about_ca_topic_score_codex":0.0067151575,"about_ca_topic_score_gemma":0.0026688278,"teacher_disagreement_score":0.7767514,"about_ca_system_score_codex":0.000022293983,"about_ca_system_score_gemma":0.000050150727,"threshold_uncertainty_score":0.9998992},"labels":[],"label_agreement":null},{"id":"W2896991518","doi":"10.3138/jsp.50.1.01","title":"Special Section on the Value of Scholarly Book Reviews","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Section (typography); Theme (computing); Publishing; Conversation; Value (mathematics); Special section; Library science; Journal editor; Sociology; Media studies; History; Political science; Computer science; Law; Engineering; World Wide Web; Engineering physics","score_opus":0.08213266406570253,"score_gpt":0.26732118788285636,"score_spread":0.18518852381715384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896991518","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2426961,0.007168932,0.00016129749,0.05898275,0.01803975,0.0004960834,0.000026150768,0.00006814119,0.6723608],"genre_scores_gemma":[0.80900127,0.0015647736,0.0012857851,0.014784108,0.15736106,0.000015117774,0.000016362677,0.000095291805,0.015876215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955186,0.0011439265,0.0013873397,0.00021310466,0.0014259752,0.00031100312],"domain_scores_gemma":[0.9915954,0.00051054836,0.0020450926,0.00080784934,0.0048669507,0.00017419152],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01619417,0.000226544,0.0004585613,0.000638294,0.0012459113,0.094393276,0.0025488033,0.00021007781,0.0015043736],"category_scores_gemma":[0.017636374,0.00014631147,0.000354015,0.00031625282,0.00034146177,0.21307774,0.00022337053,0.004398279,0.00007265305],"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":[0.00009853837,0.00013249388,0.00052272336,0.000017439368,0.00008053355,0.0000024018598,0.013609268,0.0000021182416,0.000671567,0.23849343,0.7369019,0.009467608],"study_design_scores_gemma":[0.0004249769,0.0005361552,0.0020725385,0.0004512779,0.000057765687,0.000025740117,0.002069298,0.000012160635,0.00023889614,0.004377885,0.98957527,0.00015803022],"about_ca_topic_score_codex":0.00016556727,"about_ca_topic_score_gemma":0.00012606848,"teacher_disagreement_score":0.6564846,"about_ca_system_score_codex":0.00022909215,"about_ca_system_score_gemma":0.00026572502,"threshold_uncertainty_score":0.99940836},"labels":[],"label_agreement":null},{"id":"W2897256221","doi":"10.3138/jsp.50.1.02","title":"So What If It’s Not the <i>New York Times</i>: Why One University Press Seeks Book Reviews in Scholarly Journals","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Mainstream; Work (physics); Scholarly communication; Sociology; Media studies; Social science; Publishing; Library science; Political science; Law; Computer science; Engineering","score_opus":0.11197399583893534,"score_gpt":0.26666798609866493,"score_spread":0.15469399025972957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897256221","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018275496,0.14853132,0.0010588523,0.66793865,0.006703883,0.0011120752,0.00004383657,0.00016272486,0.15617314],"genre_scores_gemma":[0.578346,0.077175915,0.0073115826,0.18045975,0.029173896,0.000012735298,0.000056202607,0.00031140796,0.12715249],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934136,0.0020472638,0.0016727151,0.00037857375,0.0018378185,0.0006500212],"domain_scores_gemma":[0.9914037,0.0006171031,0.002319554,0.0011583505,0.003971651,0.00052966224],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.021271843,0.00036599592,0.00074951624,0.00090946036,0.0021135933,0.3140303,0.00535709,0.0003553035,0.0010998979],"category_scores_gemma":[0.0075659216,0.00027985199,0.00041685975,0.00052553066,0.00042536407,0.4438009,0.000622312,0.007642371,0.00006484651],"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":[0.00017635798,0.00018597777,0.0003330035,0.00002407902,0.00013800125,0.000021829163,0.038022757,0.000005514158,0.00035220355,0.019156724,0.92113984,0.020443711],"study_design_scores_gemma":[0.0011938205,0.00020424096,0.0009897547,0.0018150847,0.00011653849,0.000061612125,0.010098662,0.000024143092,0.000082860206,0.0015931528,0.9834982,0.00032191555],"about_ca_topic_score_codex":0.0012663485,"about_ca_topic_score_gemma":0.0010202444,"teacher_disagreement_score":0.5600705,"about_ca_system_score_codex":0.00047204518,"about_ca_system_score_gemma":0.00078976725,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W2897307576","doi":"10.3138/jsp.50.1.03","title":"Who Do You Think You Are? Reading, Authority, and Book Reviewing","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Indulgence; Scholarship; Reading (process); Sociology; Epistemology; Political science; Law; Philosophy","score_opus":0.0592300108144301,"score_gpt":0.2725543769621266,"score_spread":0.21332436614769648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897307576","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39729834,0.08214797,0.00029833705,0.08812851,0.006061693,0.0004181369,0.0000427904,0.0002781579,0.42532608],"genre_scores_gemma":[0.9633665,0.0032558613,0.0025446936,0.0059425524,0.0099281,0.000004375252,0.000011587246,0.00008501462,0.014861314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660957,0.0005357278,0.0010061006,0.00031120886,0.0011099848,0.00042742613],"domain_scores_gemma":[0.99352765,0.00024493365,0.0011862203,0.0006776056,0.003986259,0.0003773515],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012906479,0.0002644791,0.0005535754,0.0006685484,0.0016294824,0.1537817,0.0018284494,0.00023770632,0.00035716922],"category_scores_gemma":[0.010683358,0.00021898137,0.00019597821,0.00021302722,0.0003244319,0.20783772,0.0005036594,0.003509222,0.000024836221],"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":[0.00006477212,0.00012188916,0.014560053,0.00010812852,0.00021624274,0.000026744474,0.07080264,5.850627e-7,0.00032940746,0.18594247,0.69961876,0.028208334],"study_design_scores_gemma":[0.0005219387,0.000199179,0.004653317,0.001149615,0.00009371915,0.00012006344,0.0052868044,0.000026285381,0.00003491395,0.008420915,0.9792162,0.0002770503],"about_ca_topic_score_codex":0.00015459565,"about_ca_topic_score_gemma":0.00007157075,"teacher_disagreement_score":0.5660682,"about_ca_system_score_codex":0.00017933601,"about_ca_system_score_gemma":0.00017003206,"threshold_uncertainty_score":0.99967027},"labels":[],"label_agreement":null},{"id":"W2897478365","doi":"10.3828/indexer.2015.14","title":"Politics and the art of indexing: teamwork in a legislative environment","year":2015,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Politics; Teamwork; Legislature; Search engine indexing; Political science; Computer science; World Wide Web; Law","score_opus":0.05426317997580947,"score_gpt":0.22600989813421996,"score_spread":0.17174671815841047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897478365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5003893,0.0010026755,0.000029547196,0.015570564,0.00016917048,0.00026314988,0.000006953227,0.00001726856,0.48255143],"genre_scores_gemma":[0.99069196,0.000022692975,0.000018667653,0.00026028822,0.00007095217,0.000010322512,0.0000021364071,0.0000046225173,0.008918339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993976,0.00018206984,0.00013552216,0.000052788542,0.00014445443,0.00008756581],"domain_scores_gemma":[0.99940884,0.00019631264,0.000066272376,0.0002815677,0.000025787482,0.000021241587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010665347,0.000050325965,0.000087458844,0.000030019723,0.000119780525,0.0001547668,0.00023430573,0.000021602364,0.00003569961],"category_scores_gemma":[0.000104410436,0.000025471538,0.000017076101,0.00001889974,0.00054604415,0.00023251268,0.00010798035,0.00022923603,0.000013255837],"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":[0.00003266316,0.000032165597,0.0020459844,0.0000018074344,0.000014417762,2.0128742e-7,0.2562568,0.000028112772,0.0000020887817,0.73682475,0.0043807146,0.00038029844],"study_design_scores_gemma":[0.0013538986,0.000041957694,0.0033357833,0.000036258174,0.00001932099,0.0000017838933,0.023685584,0.00040278953,0.000022051096,0.13129354,0.839705,0.000102039914],"about_ca_topic_score_codex":0.000711136,"about_ca_topic_score_gemma":0.00029295674,"teacher_disagreement_score":0.8353243,"about_ca_system_score_codex":0.000024421917,"about_ca_system_score_gemma":0.00002414972,"threshold_uncertainty_score":0.20119224},"labels":[],"label_agreement":null},{"id":"W2898056046","doi":"10.3828/indexer.2011.44","title":"The world’s oldest profession: indexing?","year":2011,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for the History of Medicine","funders":"","keywords":"Search engine indexing; Index (typography); China; Table (database); Table of contents; History; Art; Information retrieval; Computer science; Archaeology; World Wide Web; Data mining","score_opus":0.0876563817001472,"score_gpt":0.25407438948498084,"score_spread":0.16641800778483365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898056046","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084773995,0.00031796418,0.000003765488,0.0057440344,0.0009513857,0.00016094807,0.0000018907408,0.0001057651,0.90794027],"genre_scores_gemma":[0.8743385,0.000010519532,0.000015011744,0.00062820665,0.0003322563,0.000032246768,0.0000022482006,0.000010431277,0.12463059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919814,0.00021892559,0.00015417553,0.000083269944,0.0001704023,0.00017511539],"domain_scores_gemma":[0.99886954,0.00023821175,0.00008081537,0.00069148955,0.00009106002,0.000028897177],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012279203,0.00007813944,0.000060999017,0.00003516058,0.0017668034,0.00072746753,0.00092173193,0.000026125514,0.0008303841],"category_scores_gemma":[0.000085698055,0.000035085406,0.000039520753,0.000052132997,0.0002935242,0.00052364025,0.00016216906,0.00045740264,0.00019462424],"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":[0.000031441134,0.000036832924,0.0013518683,0.000001912477,0.00001814621,5.8469436e-7,0.053041074,1.2468729e-7,0.000005588499,0.88957214,0.050512135,0.0054281754],"study_design_scores_gemma":[0.00010083743,0.000014198835,0.007489471,0.000025612198,0.000009819247,0.0000010888753,0.005083338,0.000015080168,0.000064441745,0.030160177,0.95694786,0.00008809842],"about_ca_topic_score_codex":0.00034194748,"about_ca_topic_score_gemma":0.0039398987,"teacher_disagreement_score":0.9064357,"about_ca_system_score_codex":0.0000177072,"about_ca_system_score_gemma":0.000033647153,"threshold_uncertainty_score":0.99953276},"labels":[],"label_agreement":null},{"id":"W2898263749","doi":"","title":"An Apparent Anomaly in Lonergan Scholarship","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; Memorial University of Newfoundland","funders":"","keywords":"Meaning (existential); Interpretation (philosophy); Scholarship; Metaphysics; Anomaly (physics); Function (biology); Epistemology; Computer science; Philosophy; Linguistics; Political science; Physics; Biology","score_opus":0.02044419184468465,"score_gpt":0.23717826417332816,"score_spread":0.2167340723286435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898263749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371135,0.00007802423,0.00093457475,0.00048450017,0.00040406315,0.000045223846,0.00001048705,0.000010340153,0.0043214476],"genre_scores_gemma":[0.99849147,0.00007907676,0.00014181489,0.000025810481,0.0006610513,1.9530535e-8,0.0000159426,0.0000064402916,0.0005783579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983919,0.00059775286,0.00036898453,0.000107346445,0.00036871302,0.00016526002],"domain_scores_gemma":[0.99808264,0.00013591982,0.0006219168,0.00048095355,0.00059556036,0.00008299471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002291556,0.000111855516,0.00036715425,0.0006120674,0.00044235718,0.00022082932,0.0013714192,0.000057346868,0.00048478157],"category_scores_gemma":[0.00006464932,0.0000880392,0.0002180944,0.00039673314,0.00044215337,0.0014442625,0.0000884504,0.0004141683,0.000010495524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011253792,0.003165676,0.50611824,0.000076460936,0.010485931,0.00015391593,0.35891688,0.0146985715,0.0070115067,0.06862502,0.003050529,0.016443484],"study_design_scores_gemma":[0.010232505,0.0034140598,0.7876493,0.0002576995,0.010932188,0.0000974891,0.08088567,0.04208716,0.000057051497,0.015598682,0.047463518,0.0013247101],"about_ca_topic_score_codex":0.008978391,"about_ca_topic_score_gemma":0.17809989,"teacher_disagreement_score":0.28153104,"about_ca_system_score_codex":0.00017372108,"about_ca_system_score_gemma":0.00011054333,"threshold_uncertainty_score":0.9976209},"labels":[],"label_agreement":null},{"id":"W2900853539","doi":"10.1353/vcr.2017.0030","title":"Indexes: Periodical Parts and the Bookish Afterlife","year":2017,"lang":"en","type":"article","venue":"Victorian review","topic":"Publishing and Scholarly Communication","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":"Afterlife; Index (typography); Reading (process); Periodical literature; History; Order (exchange); Content (measure theory); Set (abstract data type); Hierarchy; Period (music); Literature; Aesthetics; Art; Computer science; Law; Mathematics; Library science; World Wide Web; Political science","score_opus":0.037123098701098804,"score_gpt":0.26722705461477814,"score_spread":0.23010395591367933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900853539","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009690449,0.4923876,0.00001200142,0.12538095,0.0030243595,0.0011120351,0.000030165713,0.00016706441,0.36819538],"genre_scores_gemma":[0.9454034,0.04495191,0.000015718426,0.0042187516,0.0011630956,0.000077303586,0.000008672195,0.000011814056,0.0041493573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992246,0.00018503747,0.00019954932,0.00012176295,0.00015311374,0.00011596219],"domain_scores_gemma":[0.99867076,0.000080980964,0.00015829515,0.00095357455,0.000073390256,0.000063025975],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011217719,0.00008977024,0.00022100174,0.000012753404,0.0021268758,0.004715888,0.00065327703,0.00002829241,0.00044847064],"category_scores_gemma":[0.00067885703,0.000051419913,0.00006974101,0.0000072297653,0.00073839794,0.0008146618,0.00016339478,0.00023406188,0.00006926481],"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":[0.000015293204,0.000024515644,0.0013714874,0.00048592951,0.000039764665,0.000002477578,0.017328402,5.3059854e-9,4.7244467e-7,0.8990616,0.052098956,0.02957109],"study_design_scores_gemma":[0.00027009417,0.000008926137,0.0009358278,0.0007799853,0.00003637671,0.0000021453955,0.000041113813,0.0000019389151,1.7041852e-7,0.001465358,0.99638325,0.00007483701],"about_ca_topic_score_codex":0.00011421592,"about_ca_topic_score_gemma":0.00030679555,"teacher_disagreement_score":0.94428426,"about_ca_system_score_codex":0.000009778931,"about_ca_system_score_gemma":0.00003442259,"threshold_uncertainty_score":0.9991722},"labels":[],"label_agreement":null},{"id":"W2904953898","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Human Resources Resource Guide: Human Resources E-books","year":2013,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human resources; Resource (disambiguation); Library science; History; Political science; Business; Computer science; Law","score_opus":0.02608765121312251,"score_gpt":0.22846075611492456,"score_spread":0.20237310490180205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904953898","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4531204,0.00033392906,0.000004603964,0.0020816447,0.00008293535,0.00013248512,0.00000985701,0.00027916438,0.54395497],"genre_scores_gemma":[0.54373276,0.000015018968,0.00020223313,0.0006294942,0.00066589133,0.0000027882895,0.000041965275,0.000035226985,0.45467466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973301,0.0006932803,0.000613227,0.0003628939,0.00051507493,0.00048540594],"domain_scores_gemma":[0.9976308,0.0001846734,0.0003850032,0.0010314517,0.00047147414,0.00029661172],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012802191,0.0002925317,0.0003028148,0.00049027114,0.0032160406,0.006570151,0.0018518701,0.00013834357,0.008338392],"category_scores_gemma":[0.00008306481,0.0002543805,0.00020060827,0.00008989325,0.00043512092,0.0034384658,0.00042574256,0.001025582,0.00028682916],"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":[0.000008283053,0.00011223378,0.0011939283,0.000015009547,0.00007826483,0.000013881945,0.06863059,0.0000017222667,0.0004122966,0.0826298,0.84385276,0.0030512265],"study_design_scores_gemma":[0.00045998106,0.00014339604,0.003024973,0.00006796056,0.000030812484,0.000012046701,0.017981859,0.000014364537,0.00002243148,0.005967722,0.97192544,0.00034899017],"about_ca_topic_score_codex":0.0047882264,"about_ca_topic_score_gemma":0.0020984432,"teacher_disagreement_score":0.1280727,"about_ca_system_score_codex":0.00014626374,"about_ca_system_score_gemma":0.000031732787,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W2905791676","doi":"10.55016/ojs/ajer.v64i3.57009","title":"Editorial Note—Looking Back: Wondering Forward","year":2018,"lang":"en","type":"editorial","venue":"Alberta Journal of Educational Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Mathematics education","score_opus":0.07032618788185434,"score_gpt":0.38284074741475854,"score_spread":0.3125145595329042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905791676","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029672505,0.0005621942,0.000001091034,0.003725891,0.81105876,0.0001013785,0.000027277372,0.0000012041821,0.18422548],"genre_scores_gemma":[0.0010998446,0.00024544372,0.00009872156,0.000021056729,0.8543893,0.000012225922,0.00020848826,0.000056671466,0.14386821],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942019,0.0006379311,0.00094708905,0.00030631584,0.0033325069,0.0005742693],"domain_scores_gemma":[0.94410646,0.045149043,0.0007541352,0.00065336336,0.0090532275,0.00028378],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005100385,0.0002618428,0.0004426975,0.00091009174,0.0011196202,0.0033418343,0.0023703661,0.0005639156,0.024586529],"category_scores_gemma":[0.06755124,0.00023065049,0.0002715121,0.00016694602,0.0005416626,0.0021416703,0.00034145376,0.004575772,0.0014438335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010351402,0.00014927599,0.00002120148,0.000060736456,0.00011647906,1.7114837e-7,0.0066291546,0.0000011361597,0.000010127715,0.006879986,0.9858589,0.000169297],"study_design_scores_gemma":[0.00035625618,0.00025255902,0.000006115486,0.00048604546,0.000043828386,0.0000035380579,0.0004898739,0.0000044898843,0.0000052628,0.0029134704,0.9952205,0.0002181021],"about_ca_topic_score_codex":0.002922425,"about_ca_topic_score_gemma":0.0057858834,"teacher_disagreement_score":0.062450852,"about_ca_system_score_codex":0.0006696025,"about_ca_system_score_gemma":0.0058475067,"threshold_uncertainty_score":0.9997884},"labels":[],"label_agreement":null},{"id":"W2906050089","doi":"","title":"Library Services: Vancouver Citation Style Guide: Lexicomp Online","year":2017,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Citation; World Wide Web; Library science; Computer science; Data science; History; Archaeology","score_opus":0.05368810323313801,"score_gpt":0.26936754997422757,"score_spread":0.21567944674108958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906050089","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109924614,0.00008283275,0.000026306274,0.0028239454,0.0007703141,0.00007138892,0.000041315016,0.00025187896,0.8860074],"genre_scores_gemma":[0.7568794,0.000025691717,0.0013252065,0.001309749,0.00049100287,0.000004556868,0.00020093311,0.000015128587,0.23974834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939543,0.00004099501,0.00017963856,0.00012685878,0.00014066981,0.00011643512],"domain_scores_gemma":[0.9988016,0.000040286523,0.00015413956,0.0008634706,0.00009393996,0.00004655151],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015400465,0.000083596926,0.00008887543,0.000058312267,0.0011309698,0.00457704,0.0009060096,0.000036780006,0.002840576],"category_scores_gemma":[0.000037314778,0.000067751236,0.000041596533,0.00001028858,0.00007576291,0.00746008,0.0002029304,0.00015578237,0.00011536789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015729178,0.00022743936,0.0051201414,0.00004958162,0.000041227133,0.0000020650034,0.017637374,0.000004379113,0.000047801845,0.2883092,0.66809505,0.020450016],"study_design_scores_gemma":[0.00021733159,0.000020145968,0.0078975,0.000029167562,0.0000070902393,1.7847505e-7,0.0034720092,0.0007767337,0.000021136633,0.0053066397,0.9821384,0.00011367271],"about_ca_topic_score_codex":0.0015131559,"about_ca_topic_score_gemma":0.019556958,"teacher_disagreement_score":0.6469548,"about_ca_system_score_codex":0.000011160008,"about_ca_system_score_gemma":0.000026800031,"threshold_uncertainty_score":0.9983336},"labels":[],"label_agreement":null},{"id":"W2906241040","doi":"10.3138/jsp.49.4.10","title":"<i>Writing for Publication: Transitions and Tools That Support Scholars' Success</i> by Mary Renck Jalongo and Olivia N. Saracho","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Management; Economics","score_opus":0.06316480621438952,"score_gpt":0.26452483865673804,"score_spread":0.2013600324423485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906241040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8310633,0.006866656,0.0017844538,0.09852839,0.0012839774,0.00062512694,0.0005380324,0.0001720937,0.059138026],"genre_scores_gemma":[0.9887866,0.000271382,0.0036137379,0.0039574727,0.0018836947,0.000022107284,0.00019709919,0.000046429483,0.0012215276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971718,0.00028390167,0.0009813688,0.00035220315,0.000771506,0.00043918067],"domain_scores_gemma":[0.9932061,0.0005776929,0.00092883204,0.00045386882,0.004432086,0.0004014096],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0077129444,0.00025548428,0.00040207405,0.00056172704,0.0019719717,0.18770096,0.0011404967,0.00024477832,0.0002029628],"category_scores_gemma":[0.004777626,0.00023703213,0.00014180016,0.0001997408,0.0003960334,0.2814977,0.00019406436,0.0020164726,0.0000043823406],"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":[0.00028112836,0.00046426282,0.039628074,0.00022556928,0.00044937115,0.00001546873,0.042133376,4.9076374e-7,0.004538389,0.092458874,0.6933875,0.12641746],"study_design_scores_gemma":[0.0023785643,0.0006518978,0.018373715,0.00039208488,0.00019789873,0.0004053243,0.01070826,0.00006056847,0.00034749,0.006607898,0.95928544,0.000590834],"about_ca_topic_score_codex":0.00009106001,"about_ca_topic_score_gemma":0.00013667115,"teacher_disagreement_score":0.26589793,"about_ca_system_score_codex":0.00009628431,"about_ca_system_score_gemma":0.0002197451,"threshold_uncertainty_score":0.9993273},"labels":[],"label_agreement":null},{"id":"W2907661507","doi":"","title":"Book Marketing in Canada","year":2017,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marketing; Business","score_opus":0.031401260051527,"score_gpt":0.21642993547629166,"score_spread":0.18502867542476467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907661507","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085948095,0.00038312326,3.830423e-7,0.005035216,0.00018439708,0.000021020142,0.0000019227366,0.000010812071,0.908415],"genre_scores_gemma":[0.94274783,0.000017022303,0.000014755948,0.0011481976,0.000059411996,0.0000021871003,0.00000225456,0.0000024254243,0.056005903],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971765,0.000033380595,0.00006719375,0.00004551403,0.000061536404,0.00007473954],"domain_scores_gemma":[0.99952257,0.000048085105,0.00003910686,0.00035033532,0.00002308503,0.000016794063],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032450777,0.000026733842,0.00003740789,0.000014138958,0.00045753655,0.0010794599,0.0003659548,0.0000060791604,0.002309002],"category_scores_gemma":[0.00020864287,0.000022758897,0.000007029714,0.0000018309944,0.000021576774,0.000951275,0.00006205346,0.00009633913,0.000009237439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069390517,0.000010217321,0.033061713,0.0000059215367,0.0000046899195,0.000004578188,0.0026548435,9.3429253e-7,0.0000038366106,0.06741654,0.8834989,0.0133308675],"study_design_scores_gemma":[0.00005871774,9.693281e-7,0.0540213,0.000009983395,4.9329486e-7,1.2740264e-7,0.0007308624,0.00012115159,0.0000029494588,0.00011787713,0.9448968,0.000038729617],"about_ca_topic_score_codex":0.984452,"about_ca_topic_score_gemma":0.9991026,"teacher_disagreement_score":0.8567997,"about_ca_system_score_codex":0.00007734417,"about_ca_system_score_gemma":0.0001644143,"threshold_uncertainty_score":0.9999575},"labels":[],"label_agreement":null},{"id":"W2907878302","doi":"","title":"Scholarly Associations and the Economic Viability of Open Access Publishing","year":2017,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publishing; The Internet; Electronic publishing; World Wide Web; Library science; Work (physics); Internet privacy; Political science; Sociology; Media studies; Computer science; Engineering; Law","score_opus":0.17719826858126475,"score_gpt":0.36486289339235,"score_spread":0.18766462481108526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907878302","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2741122,0.00006481779,0.000007728212,0.031755526,0.00021284235,0.00021540378,0.000046582132,0.000019652409,0.69356525],"genre_scores_gemma":[0.9954367,0.000022845266,0.00006024434,0.000294525,0.00010085372,0.000017045055,0.000013248786,0.000004485785,0.0040500336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99932224,0.00017501425,0.00021266702,0.00011750826,0.00008841398,0.00008417632],"domain_scores_gemma":[0.99805135,0.00035372845,0.00036543055,0.0009906671,0.00020884025,0.000029987614],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003759,0.000053322216,0.0001442395,0.00003383394,0.0022377644,0.19995914,0.0047966484,0.00003342957,0.00039818042],"category_scores_gemma":[0.0030022536,0.00003433502,0.000036486577,0.0000071540526,0.00043084437,0.0845916,0.0024277675,0.00026776711,0.0000058920236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008895825,0.000011936102,0.022270853,0.000002393004,0.00002407585,1.4433759e-8,0.004045091,7.293665e-7,0.0000014463807,0.9638416,0.006629949,0.0031629778],"study_design_scores_gemma":[0.0021345266,0.000016922513,0.4219488,0.000019586507,0.000044872017,3.749246e-7,0.0024563202,0.0007833226,0.000032506723,0.30314302,0.26922843,0.00019134683],"about_ca_topic_score_codex":0.044465773,"about_ca_topic_score_gemma":0.016777739,"teacher_disagreement_score":0.7213245,"about_ca_system_score_codex":0.000055102926,"about_ca_system_score_gemma":0.000096521624,"threshold_uncertainty_score":0.99906117},"labels":[],"label_agreement":null},{"id":"W2912618434","doi":"10.3138/jsp.50.2.04","title":"When Literature Scholars Write for General Readers: A Two-Person, First-Person Essay","year":2019,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rigour; Narrative; Mainstream; Context (archaeology); Sociology; Value (mathematics); Professional writing; The Internet; Media studies; Aesthetics; Epistemology; Literature; Pedagogy; Law; History; Political science; Computer science; World Wide Web; Art; Philosophy","score_opus":0.05747061970032791,"score_gpt":0.2548084460867294,"score_spread":0.19733782638640152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912618434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7923879,0.015659899,0.00059503136,0.106321044,0.0068152696,0.00097353494,0.00022826067,0.0002335227,0.07678551],"genre_scores_gemma":[0.93654805,0.00012242941,0.02160923,0.0053648804,0.006842456,0.000029944309,0.00019742275,0.00014379132,0.029141806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632424,0.00039437736,0.0009059474,0.0004285385,0.0013036567,0.0006432483],"domain_scores_gemma":[0.99201167,0.00049394375,0.0012395121,0.00082465063,0.0050521037,0.00037813623],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007821401,0.00038095663,0.0006076067,0.0010192703,0.0010699413,0.18487503,0.0026327297,0.0003660487,0.0004196492],"category_scores_gemma":[0.0049876515,0.00032212748,0.00053849345,0.00026906712,0.00010423466,0.24235258,0.00013202008,0.0047200676,0.000035690675],"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":[0.0006129893,0.00043507715,0.01465979,0.00037189183,0.0007952483,0.000049215792,0.34575364,0.00015208498,0.002420713,0.1941619,0.42423248,0.016354946],"study_design_scores_gemma":[0.0042989952,0.0005264314,0.0017034357,0.0013306246,0.00014649528,0.00014510548,0.027912337,0.0006309233,0.000076827746,0.0072609703,0.95532167,0.0006461908],"about_ca_topic_score_codex":0.000257595,"about_ca_topic_score_gemma":0.0002115445,"teacher_disagreement_score":0.5310892,"about_ca_system_score_codex":0.00042907355,"about_ca_system_score_gemma":0.00038658228,"threshold_uncertainty_score":0.99992305},"labels":[],"label_agreement":null},{"id":"W2913134579","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Business Research Guide: Business Web Resources","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; World Wide Web; Management; Business; Political science; Computer science; Economics","score_opus":0.08992899285893892,"score_gpt":0.2941495130875995,"score_spread":0.2042205202286606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913134579","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32411563,0.0016596155,0.00002632284,0.0062339287,0.0006724611,0.00008860738,0.000018114595,0.00015102944,0.66703427],"genre_scores_gemma":[0.7497591,0.00024947547,0.0003652124,0.00017101539,0.0013536916,9.411842e-7,0.000027632852,0.000020030739,0.2480529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978475,0.00071414676,0.00026298873,0.00014964056,0.0005357702,0.00048995065],"domain_scores_gemma":[0.996469,0.00029492253,0.00010909007,0.00058095995,0.002348598,0.00019742252],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003824908,0.00012834764,0.00015335262,0.0005121417,0.0014687654,0.002937034,0.001047113,0.000080217294,0.0027716977],"category_scores_gemma":[0.00044797987,0.00010526963,0.000050598377,0.0004051306,0.00028769905,0.006353725,0.0003488183,0.00075130427,0.0002441494],"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":[0.000034261087,0.00024382136,0.006491101,0.000032017426,0.00004445602,0.000010669333,0.047448546,0.0000018649531,0.00008674737,0.119849764,0.8191643,0.0065924805],"study_design_scores_gemma":[0.00024268696,0.000013312709,0.02077671,0.00004564825,0.000010430677,0.00001441237,0.006662545,0.000014645201,0.0000037368334,0.00070183794,0.97136325,0.00015078082],"about_ca_topic_score_codex":0.0012293562,"about_ca_topic_score_gemma":0.0008623425,"teacher_disagreement_score":0.42564347,"about_ca_system_score_codex":0.00013915286,"about_ca_system_score_gemma":0.00015033888,"threshold_uncertainty_score":0.9998312},"labels":[],"label_agreement":null},{"id":"W2913655623","doi":"10.4000/books.pum.17245","title":"Chapitre 5. L’édition commerciale et l’édition régionale en langue anglaise","year":2007,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.029062202747695345,"score_gpt":0.21328859297740543,"score_spread":0.1842263902297101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913655623","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011859805,0.0050533614,0.00036389707,0.00382749,0.00033656764,0.0004015633,0.0011541985,0.00024935935,0.9767538],"genre_scores_gemma":[0.29147816,0.0036401206,0.0006827652,0.0016502561,0.0014086863,0.000024888266,0.003228973,0.00016682397,0.69771934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773043,0.0003490495,0.00042095702,0.00045662542,0.00046802076,0.0005749091],"domain_scores_gemma":[0.99757457,0.0006022483,0.0004482024,0.0007190205,0.0003600694,0.0002959067],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008256789,0.0005211849,0.0004475877,0.0003876862,0.0018309334,0.00061885064,0.0008305535,0.0006981216,0.010652416],"category_scores_gemma":[0.00007222922,0.0006215518,0.00034555033,0.000020008962,0.00039154966,0.00086432486,0.0005710133,0.0013203246,0.00031705998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023837159,0.000111676556,0.00032045998,0.0001494253,0.00022003446,0.00023419983,0.020908503,0.00007279422,0.0001840322,0.9315814,0.034889538,0.011089608],"study_design_scores_gemma":[0.00085657986,0.00014680196,0.009716593,0.0005984963,0.00037531322,0.00011071747,0.0012922172,0.00034594917,0.00013033621,0.027828759,0.95792055,0.00067765993],"about_ca_topic_score_codex":0.017904062,"about_ca_topic_score_gemma":0.03358468,"teacher_disagreement_score":0.92303103,"about_ca_system_score_codex":0.0010277425,"about_ca_system_score_gemma":0.000114434,"threshold_uncertainty_score":0.9996236},"labels":[],"label_agreement":null},{"id":"W2914136328","doi":"10.3138/jsp.50.2.03","title":"Transitioning Specialized and Developing Journals into a University Press","year":2019,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Audience measurement; Reputation; Prestige; Publishing; Set (abstract data type); Public relations; Circulation (fluid dynamics); Business; Marketing; Political science; Computer science; Advertising; Law; Engineering","score_opus":0.050994963181559855,"score_gpt":0.24066352126325605,"score_spread":0.1896685580816962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914136328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964683,0.0032789763,0.0010825173,0.020970576,0.0013016583,0.00013958247,0.00000762449,0.000049511014,0.07670129],"genre_scores_gemma":[0.99014765,0.00047087797,0.005507944,0.0005491013,0.00090223487,2.5308236e-7,0.0000048240054,0.000019526862,0.002397606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806356,0.0003583787,0.000546089,0.00015181488,0.0006684666,0.00021171519],"domain_scores_gemma":[0.99658716,0.00023615515,0.0007081208,0.00021717833,0.002078035,0.00017337815],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0045094606,0.00013375508,0.00030540553,0.00052789133,0.0006869644,0.07138638,0.00093143416,0.00012294305,0.00018841279],"category_scores_gemma":[0.0012933097,0.00012387408,0.00011799748,0.00013864106,0.00007802197,0.16564633,0.0001544865,0.0018894625,0.0000044235203],"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":[0.00034505606,0.00012356779,0.011625576,0.00014238764,0.00041977776,0.00007237636,0.11685009,0.000048651804,0.0030805964,0.8184105,0.018011354,0.030870058],"study_design_scores_gemma":[0.0017476629,0.0001041005,0.006552086,0.0005896796,0.00006360003,0.00010760091,0.016712775,0.00006109499,0.00006537251,0.005739381,0.96799034,0.00026633352],"about_ca_topic_score_codex":0.00027684978,"about_ca_topic_score_gemma":0.000078652956,"teacher_disagreement_score":0.94997895,"about_ca_system_score_codex":0.00021224782,"about_ca_system_score_gemma":0.00023609836,"threshold_uncertainty_score":0.9295776},"labels":[],"label_agreement":null},{"id":"W2915965210","doi":"10.7202/1055292ar","title":"Les périodiques en bibliothéconomie : revues scientifiques et bulletins d’information","year":2019,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.028350182124284327,"score_gpt":0.30482221198043885,"score_spread":0.27647202985615454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915965210","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18219091,0.02312596,0.0011454434,0.07473595,0.0037675553,0.0012109565,0.0005443406,0.00074175664,0.7125371],"genre_scores_gemma":[0.7305988,0.083003744,0.0036732105,0.007552825,0.00069036655,0.00014161161,0.0020542287,0.00008696293,0.17219824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99619514,0.0013757764,0.00096301193,0.00043118763,0.0005646606,0.0004702106],"domain_scores_gemma":[0.9968541,0.00074508844,0.0006701962,0.0007572775,0.00081656966,0.00015671986],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0037035504,0.00041194388,0.0003917426,0.007397721,0.0007203369,0.06140461,0.00079312973,0.00026781662,0.031433173],"category_scores_gemma":[0.0003425889,0.0004325679,0.00021222957,0.0017251581,0.00033509507,0.08539986,0.00025673353,0.00074657873,0.0020796969],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004008458,0.00014406064,0.002761722,0.00032900507,0.000088042725,8.515161e-7,0.044045124,0.00005979468,0.00013911317,0.7988674,0.14575006,0.0077747186],"study_design_scores_gemma":[0.00061265484,0.00021344979,0.005652921,0.0006004548,0.000052538442,0.00000683747,0.0066819247,0.00023628563,0.00058820256,0.008200963,0.976643,0.00051074993],"about_ca_topic_score_codex":0.018300997,"about_ca_topic_score_gemma":0.0017550894,"teacher_disagreement_score":0.830893,"about_ca_system_score_codex":0.00038209106,"about_ca_system_score_gemma":0.0003259473,"threshold_uncertainty_score":0.9998126},"labels":[],"label_agreement":null},{"id":"W2917180708","doi":"","title":"Bibliographica (Issue 7)","year":2007,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.010233447230761137,"score_gpt":0.18105734400063123,"score_spread":0.1708238967698701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917180708","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33582294,0.00033414658,0.00020085661,0.001257597,0.0006834568,0.0001152676,0.000004879599,0.00012160834,0.66145927],"genre_scores_gemma":[0.9759996,0.000033498512,0.00018464544,0.00007069597,0.00022185147,8.3027814e-8,0.000007993214,0.000006980253,0.023474641],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924064,0.00008924769,0.00013350735,0.00013785955,0.00023703769,0.00016173504],"domain_scores_gemma":[0.9988837,0.00016764078,0.00016236045,0.0005163627,0.00020561506,0.000064289656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005581207,0.00008555964,0.000113458256,0.0005212559,0.0012509436,0.00018532017,0.0007220695,0.000060862993,0.00021654007],"category_scores_gemma":[0.000024189174,0.00007578379,0.00012340263,0.00028316985,0.0006353737,0.0005207021,0.00012058457,0.00028196422,0.00003735903],"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":[0.00042999475,0.0006520079,0.027360061,0.00008884492,0.0005503951,0.00015272453,0.19937488,0.000045753866,0.008899287,0.45535177,0.28736323,0.019731056],"study_design_scores_gemma":[0.0001998457,0.00006735876,0.01076111,0.000018927933,0.000042784864,0.000008729211,0.010432316,0.000030112615,0.00025348054,0.00048378992,0.97758853,0.00011301251],"about_ca_topic_score_codex":0.0016212981,"about_ca_topic_score_gemma":0.0007677211,"teacher_disagreement_score":0.6902253,"about_ca_system_score_codex":0.000028417093,"about_ca_system_score_gemma":0.000035616522,"threshold_uncertainty_score":0.96213734},"labels":[],"label_agreement":null},{"id":"W2920799240","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Business Research Guide: Starting a Business","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Engineering","score_opus":0.1227319752599452,"score_gpt":0.3119936655148489,"score_spread":0.18926169025490372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920799240","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3459444,0.0012920182,0.00022645893,0.00780227,0.0008903423,0.00013014134,0.000015380627,0.00019171134,0.64350724],"genre_scores_gemma":[0.8498377,0.00010522068,0.0009401226,0.00023270212,0.0012245046,0.000001046496,0.000030142053,0.000021110915,0.14760745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980311,0.000586641,0.00027785197,0.00013203875,0.00046213108,0.0005102649],"domain_scores_gemma":[0.9963848,0.00027463055,0.000119132346,0.00047221134,0.0025697425,0.00017947363],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044343867,0.00011271221,0.00013746615,0.00039559364,0.0014401848,0.002547921,0.0007485364,0.0000597734,0.002103605],"category_scores_gemma":[0.0006312445,0.00009544412,0.00004364419,0.000364938,0.00018448809,0.007488196,0.00030425284,0.00070414343,0.00017477843],"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":[0.00003564231,0.00031879963,0.011409768,0.000048407885,0.000054978136,0.0000147248675,0.05426107,0.0000041047465,0.00014189155,0.24074335,0.67709047,0.015876781],"study_design_scores_gemma":[0.00021749464,0.00001189467,0.014207465,0.00004841208,0.000009056622,0.000007918924,0.007399752,0.000022332615,0.000007412417,0.0018620365,0.9760651,0.00014110844],"about_ca_topic_score_codex":0.0016332014,"about_ca_topic_score_gemma":0.000633454,"teacher_disagreement_score":0.5038933,"about_ca_system_score_codex":0.00016213859,"about_ca_system_score_gemma":0.00015701573,"threshold_uncertainty_score":0.9998598},"labels":[],"label_agreement":null},{"id":"W2923651708","doi":"","title":"The Elements of a High Quality Article: Publishing in the Canadian Journal of Science, Mathematics and Technology Education","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Publishing; Context (archaeology); Relevance (law); Library science; Process (computing); Quality (philosophy); Political science; Engineering ethics; Computer science; Engineering; History; Epistemology; Law","score_opus":0.06227093475078453,"score_gpt":0.30841649087254425,"score_spread":0.2461455561217597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923651708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97745633,0.0001934866,0.000003666211,0.019234711,0.00064347894,0.0005447045,0.000022127866,0.000001228764,0.0019002871],"genre_scores_gemma":[0.9993009,0.000010271635,0.00020728771,0.0001172513,0.0000829394,0.000023641163,0.000002267084,0.0000038090407,0.00025162142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99895304,0.00009064224,0.00043185125,0.000077274424,0.000277346,0.00016985377],"domain_scores_gemma":[0.996413,0.00025492904,0.00064602314,0.00055138033,0.0020789963,0.000055671033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004712297,0.000063176165,0.00012034858,0.00014396435,0.0018522867,0.00087252085,0.0015991308,0.000044353223,0.0000116260235],"category_scores_gemma":[0.0016223757,0.000033214266,0.00005115795,0.00033702282,0.0019310995,0.00067741633,0.000044484823,0.00022987057,1.7206226e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038772555,0.00021907562,0.011814515,0.000025701307,0.00006144684,3.768146e-9,0.30651543,9.828946e-7,0.00008394612,0.65532583,0.011913865,0.0140352985],"study_design_scores_gemma":[0.0003439535,0.00021023027,0.091113314,0.00012486165,0.000097411605,0.0000019859722,0.811237,0.00015126316,0.00014779673,0.0832743,0.013205043,0.000092887356],"about_ca_topic_score_codex":0.57988,"about_ca_topic_score_gemma":0.96403164,"teacher_disagreement_score":0.5720516,"about_ca_system_score_codex":0.00018415184,"about_ca_system_score_gemma":0.007634687,"threshold_uncertainty_score":0.99944717},"labels":[],"label_agreement":null},{"id":"W293570475","doi":"","title":"Introduction to the 50th Anniversary Poetry Issue","year":2009,"lang":"en","type":"article","venue":"The Midwest quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Cornish; Literature; Subtitle; History; Art; Classics; Art history; Philosophy; Linguistics","score_opus":0.014133762141056081,"score_gpt":0.22252236944788745,"score_spread":0.20838860730683137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W293570475","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32838655,0.000683192,0.00033548844,0.5376859,0.0036444291,0.0006449286,0.000034148678,0.00046015356,0.12812522],"genre_scores_gemma":[0.96581894,0.0000044839494,0.00003483501,0.0039209984,0.0061243516,0.000009963946,0.000029931647,0.000010501651,0.024045978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900395,0.00018096027,0.00018400355,0.00019753374,0.0002176021,0.00021595013],"domain_scores_gemma":[0.9987751,0.000056861547,0.00007298332,0.00090714364,0.00012938029,0.00005850408],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005709464,0.000125227,0.000102084734,0.00007646939,0.0010020509,0.0014175576,0.000803635,0.000039386057,0.0005133394],"category_scores_gemma":[0.000017307302,0.00007545872,0.000062806976,0.00010129605,0.00009237136,0.0009768003,0.000020385825,0.0003749405,0.0011923703],"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":[0.000031060517,0.000093320254,0.000020089805,0.0000027605136,0.000020337826,0.0000014186943,0.123616405,0.000013323538,0.00024802756,0.053686872,0.72092605,0.10134033],"study_design_scores_gemma":[0.00010366586,0.00040154828,0.0029875499,0.0000066958128,0.000016766784,0.0000058555256,0.012725726,0.000054732405,0.0000088476545,0.0023772016,0.9811895,0.000121946774],"about_ca_topic_score_codex":0.00043751544,"about_ca_topic_score_gemma":0.001407689,"teacher_disagreement_score":0.6374324,"about_ca_system_score_codex":0.000043070082,"about_ca_system_score_gemma":0.000023779165,"threshold_uncertainty_score":0.99961907},"labels":[],"label_agreement":null},{"id":"W2938337295","doi":"10.20361/dr29418","title":"Cheerful Chick by M. Brockenbrough","year":2019,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Passion; Favourite; Passions; Feeling; Enthusiasm; Reading (process); Friendship; Art; Psychology; Literature; Aesthetics; Philosophy; Social psychology; Theology","score_opus":0.007297659937856059,"score_gpt":0.21915667525367716,"score_spread":0.2118590153158211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938337295","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22526535,0.64644235,0.0000024684414,0.011458512,0.0004221363,0.000994512,0.0003332306,0.000099805206,0.11498163],"genre_scores_gemma":[0.9562581,0.023348596,0.00005985786,0.00871542,0.00046266147,0.000023710052,0.0012217952,0.000031502906,0.009878322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988068,0.0002436035,0.00034662458,0.0001714957,0.00027089915,0.00016057806],"domain_scores_gemma":[0.998424,0.000076679025,0.00025535372,0.0010025437,0.0002082614,0.000033162643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006620625,0.00016383646,0.00031000868,0.000033281754,0.00015858385,0.00053655874,0.0010123318,0.000060141258,0.000722527],"category_scores_gemma":[0.00008361503,0.00009461489,0.00016498422,0.000121232784,0.00008462033,0.000729736,0.00010944841,0.0005730255,0.00014824087],"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":[0.000018823635,0.00010687441,0.00066672376,0.0019780279,0.00012913904,2.3101377e-7,0.0085867485,3.4479058e-7,0.00012381145,0.17064613,0.81248945,0.0052536717],"study_design_scores_gemma":[0.0001628541,0.000039521485,0.0008463647,0.0057874643,0.000043796317,0.000009928355,0.000019174598,0.0000019252136,0.000056976147,0.0005310417,0.9923559,0.00014508735],"about_ca_topic_score_codex":0.000070228176,"about_ca_topic_score_gemma":0.000007142937,"teacher_disagreement_score":0.7309928,"about_ca_system_score_codex":0.00001135047,"about_ca_system_score_gemma":0.000021142789,"threshold_uncertainty_score":0.7911164},"labels":[],"label_agreement":null},{"id":"W2939683543","doi":"10.20361/dr29419","title":"Poetree by C. Pignat","year":2019,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Style (visual arts); Reading (process); Feeling; Simplicity; Vocabulary; Literature; Art; Visual arts; Art history; History; Psychology; Linguistics; Philosophy","score_opus":0.007951059547315656,"score_gpt":0.22054385344498328,"score_spread":0.21259279389766764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939683543","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120968014,0.7523164,0.0000018871226,0.009038507,0.00035649593,0.0007504896,0.00030804682,0.00007549606,0.11618465],"genre_scores_gemma":[0.9702346,0.0162885,0.00003602767,0.0060451757,0.00026014913,0.000014130929,0.0007792821,0.000020538491,0.006321638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989994,0.00021958424,0.00027933254,0.00013673512,0.00023659164,0.00012836372],"domain_scores_gemma":[0.9986186,0.00008121885,0.000203306,0.00088828476,0.00018104122,0.00002756036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068460667,0.00012991243,0.00025086416,0.00003511828,0.00013184288,0.00046349224,0.00090070424,0.000044216027,0.0009589996],"category_scores_gemma":[0.00006968046,0.00007267121,0.00013752522,0.000101475795,0.000073935014,0.0006060737,0.00009051773,0.0004317931,0.00011656965],"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":[0.000013386909,0.00008747085,0.0007065666,0.0014550029,0.000106602085,2.7854466e-7,0.007712143,2.079154e-7,0.00011674073,0.34328428,0.63845146,0.008065849],"study_design_scores_gemma":[0.0001321942,0.000036060268,0.0008140077,0.0053845923,0.000035482146,0.0000058949486,0.000015858137,0.0000016650532,0.000032483753,0.0006989447,0.9927272,0.000115590505],"about_ca_topic_score_codex":0.000055721404,"about_ca_topic_score_gemma":0.000006949483,"teacher_disagreement_score":0.8492665,"about_ca_system_score_codex":0.000009360406,"about_ca_system_score_gemma":0.000015206539,"threshold_uncertainty_score":0.9999543},"labels":[],"label_agreement":null},{"id":"W295736281","doi":"","title":"A Scholar's Guide to Getting Published in English: Critical Choices and Practical Strategies by Mary Jane Curry, Theresa Lillis (review)","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curry; Sociology; Computer science","score_opus":0.03230339388743958,"score_gpt":0.31180214443501886,"score_spread":0.2794987505475793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W295736281","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2846311,0.07935731,0.0010656739,0.32304898,0.004057316,0.00090165547,0.000100880745,0.00034548447,0.3064916],"genre_scores_gemma":[0.9568937,0.003829236,0.01474804,0.018498221,0.004571869,0.000041897543,0.000059729864,0.00012410565,0.0012332405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936442,0.0016528191,0.0018858904,0.00051754055,0.0015949388,0.0007046419],"domain_scores_gemma":[0.99004114,0.0025454941,0.00096459285,0.0007861891,0.004939115,0.00072348147],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.02509114,0.0003874035,0.0007961262,0.00085858913,0.000768159,0.15285829,0.0017077998,0.0002944292,0.00041034137],"category_scores_gemma":[0.14926927,0.00032513033,0.00018002585,0.00042578593,0.0002208852,0.2783219,0.00058892317,0.006802798,0.000010780367],"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":[0.00011298655,0.00049840775,0.0058138785,0.00052036,0.00012368245,0.000049266717,0.014669187,0.000008552635,0.00058262574,0.11487829,0.83654606,0.026196731],"study_design_scores_gemma":[0.0008534249,0.0002799324,0.0026852982,0.0018446157,0.00007758219,0.000089671186,0.008857367,0.000067647255,0.000017962637,0.004214086,0.980579,0.00043341468],"about_ca_topic_score_codex":0.00062918034,"about_ca_topic_score_gemma":0.00039668454,"teacher_disagreement_score":0.67226255,"about_ca_system_score_codex":0.0002053118,"about_ca_system_score_gemma":0.0004199617,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W296222126","doi":"","title":"OD-ing on Reality: An Interview with Alex Flinn.","year":2005,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Media studies; Sociology","score_opus":0.14238904726459387,"score_gpt":0.2717097368406556,"score_spread":0.12932068957606171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W296222126","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1304025,0.00032011475,0.00007001891,0.030202521,0.0001350243,0.00015324572,0.000011743336,0.0006008125,0.838104],"genre_scores_gemma":[0.9730224,0.00001076681,0.0005621157,0.0029680426,0.0010920565,0.000014074014,0.000104315775,0.000034110162,0.022192096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989094,0.0003217422,0.00019757991,0.00021142147,0.00016871003,0.00019113162],"domain_scores_gemma":[0.9990087,0.000035748282,0.000083570456,0.0007363486,0.00003516097,0.000100464655],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006268385,0.0001374949,0.00014387013,0.000087221626,0.0003254799,0.0018687655,0.0005552423,0.000053531534,0.0019381318],"category_scores_gemma":[0.000027002636,0.00010514387,0.000040002564,0.000041215084,0.00008067413,0.0041574044,0.00006768668,0.0004695382,0.00015160794],"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":[0.00005431713,0.0004074469,0.00061660627,0.000021087997,0.00006931403,0.0000035416122,0.085676104,0.000022306593,0.000014884342,0.634031,0.046697475,0.2323859],"study_design_scores_gemma":[0.0002671251,0.00016315954,0.0010991043,0.000090179536,0.000015560021,0.0000019634845,0.002328705,0.00068289344,0.000023671884,0.0012299124,0.99390996,0.00018776611],"about_ca_topic_score_codex":0.00024964815,"about_ca_topic_score_gemma":0.001154754,"teacher_disagreement_score":0.94721246,"about_ca_system_score_codex":0.000046041434,"about_ca_system_score_gemma":0.000047725425,"threshold_uncertainty_score":0.9991674},"labels":[],"label_agreement":null},{"id":"W2962350721","doi":"10.3138/jsp.50.4.01","title":"An Exploratory Study to Measure the Value and Reach of a University Press","year":2019,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Scrutiny; Value (mathematics); Publishing; Publication; Institution; Sociology; Publicity; Public relations; Exploratory research; Psychology; Marketing; Social science; Political science; Advertising; Business; Computer science; Law","score_opus":0.05893801123042625,"score_gpt":0.24086585499042626,"score_spread":0.18192784376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962350721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842829,0.00048136854,0.000028282524,0.0030287623,0.00037520155,0.00022186631,0.000008635273,0.00001716134,0.011555812],"genre_scores_gemma":[0.99869716,0.000016533906,0.00018405986,0.00023399029,0.00024295543,5.2662455e-7,0.000001394015,0.000012300464,0.0006110573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99734604,0.0011856025,0.00038468296,0.00014527002,0.00079367025,0.00014475767],"domain_scores_gemma":[0.99637204,0.0002512545,0.00049293565,0.0005686703,0.002150819,0.00016426024],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010734848,0.000105594234,0.00023415737,0.00028667398,0.00038636566,0.02545286,0.0016969377,0.00005642325,0.00002188185],"category_scores_gemma":[0.0015889738,0.000075081894,0.00006459561,0.00013130123,0.00006008506,0.10449675,0.00025334232,0.0014573765,0.00000149531],"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":[0.0007207645,0.0015334431,0.08699776,0.000053887386,0.00044597712,0.0000207556,0.721297,0.00019291388,0.002864955,0.1594035,0.018342275,0.008126745],"study_design_scores_gemma":[0.0023528961,0.0021890823,0.07400475,0.00028769035,0.00020421097,0.000026964344,0.596874,0.00010288605,0.00007555092,0.00088267075,0.32264066,0.0003586399],"about_ca_topic_score_codex":0.00045153388,"about_ca_topic_score_gemma":0.0002609691,"teacher_disagreement_score":0.30429837,"about_ca_system_score_codex":0.00007405948,"about_ca_system_score_gemma":0.00014084538,"threshold_uncertainty_score":0.9755588},"labels":[],"label_agreement":null},{"id":"W2962730615","doi":"10.7202/1061922ar","title":"Mueller, Martin, and Bill Parod, project leads. WordHoard. App.","year":2018,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.03677535534524025,"score_gpt":0.25208832219872845,"score_spread":0.21531296685348822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962730615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8575608,0.00238765,0.00006476583,0.0025492322,0.00035637914,0.00027354065,0.000009235798,0.0002093195,0.13658908],"genre_scores_gemma":[0.9961072,0.00055166223,0.00011854465,0.00020024567,0.0003814015,0.000015875972,0.000033962428,0.000008236683,0.0025828432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993821,0.00005137211,0.0001899975,0.00012390656,0.00011150457,0.00014114511],"domain_scores_gemma":[0.9994986,0.00002100153,0.000107134525,0.00021564096,0.00012260569,0.000035009965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003708014,0.00009138864,0.00010028158,0.00009076686,0.00062276766,0.00058758806,0.00010327498,0.00004744836,0.00003672845],"category_scores_gemma":[0.00005568754,0.000055806056,0.000017743634,0.00005044196,0.00028112798,0.0019765026,0.000056410856,0.00013377365,0.000037716538],"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":[0.00022289326,0.00018926922,0.007137408,0.0003798305,0.000091043505,0.0000017105265,0.26868278,0.000002313124,0.0011512103,0.099996604,0.28487128,0.33727366],"study_design_scores_gemma":[0.00031062306,0.000119614786,0.001956835,0.00008734691,0.000010818981,0.000004611806,0.0020687182,0.00086800935,0.00023704628,0.0016536169,0.99251956,0.00016319522],"about_ca_topic_score_codex":0.0003233735,"about_ca_topic_score_gemma":0.00032864363,"teacher_disagreement_score":0.7076483,"about_ca_system_score_codex":0.000015291118,"about_ca_system_score_gemma":0.00001348925,"threshold_uncertainty_score":0.56661254},"labels":[],"label_agreement":null},{"id":"W296306860","doi":"","title":"BOOK PUBLISHER TURNS OVER AN OLD LEAF","year":2000,"lang":"en","type":"article","venue":"Transportation & distribution","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Advertising; Business; Transport engineering; Operations research","score_opus":0.019893914937150033,"score_gpt":0.2315186025554276,"score_spread":0.21162468761827757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W296306860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95116913,0.00095548504,0.00026134323,0.0025853529,0.00044645907,0.00027228903,0.001067537,0.0005393632,0.042703025],"genre_scores_gemma":[0.9575577,0.00009714585,0.000013919074,0.0009826521,0.00021867936,0.000027392049,0.019469297,0.000015237697,0.021617994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893206,0.00007312095,0.00030570876,0.00021791378,0.00026765218,0.00020353396],"domain_scores_gemma":[0.99927217,0.000019788931,0.00007945988,0.0003666033,0.00016658496,0.00009538921],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025467516,0.00013236003,0.0001155474,0.000041877604,0.00034408344,0.0010766021,0.0002550069,0.0000786047,0.023153046],"category_scores_gemma":[0.000012922894,0.00013028756,0.00006988554,0.00007179162,0.00009115965,0.0062531508,0.000001618026,0.00024198672,0.00013873192],"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":[0.00018003807,0.00065629306,0.003672294,0.000044039432,0.00005934501,0.0000054363045,0.040320083,0.00016664047,0.00010546836,0.45488444,0.47576907,0.02413685],"study_design_scores_gemma":[0.00037201194,0.00004802955,0.090789974,0.000012388311,0.000030795993,3.9521166e-7,0.0003638099,0.00008777343,0.000018315788,0.0017546157,0.9063497,0.00017216687],"about_ca_topic_score_codex":0.00094684295,"about_ca_topic_score_gemma":0.0021166743,"teacher_disagreement_score":0.4531298,"about_ca_system_score_codex":0.00006141586,"about_ca_system_score_gemma":0.000031864773,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W2964541081","doi":"10.5931/djim.v15i0.8979","title":"Bitesize: Exploring the Form, Function, and Future of Online Book Summary Services","year":2019,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Publishing and Scholarly Communication","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":"Dalhousie University","funders":"","keywords":"Function (biology); Mainstream; Reading (process); Appeal; Computer science; World Wide Web; Value (mathematics); Focus (optics); Data science; Internet privacy; Political science","score_opus":0.01860675093341349,"score_gpt":0.2372756791600778,"score_spread":0.2186689282266643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964541081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94204456,0.005605912,0.000037983642,0.008928977,0.0018312234,0.00023669683,0.000014530194,0.000025349727,0.04127477],"genre_scores_gemma":[0.9906172,0.0012952453,0.00017538649,0.00051763904,0.0010574193,0.0000062925683,0.000020947713,0.000019878733,0.006289952],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989646,0.00006999877,0.00047607403,0.000099787976,0.0002703813,0.00011916746],"domain_scores_gemma":[0.9989282,0.000058985373,0.00042023262,0.00035465037,0.000198413,0.000039500806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006371313,0.00011909664,0.00019794426,0.00020602223,0.00026523034,0.00031625672,0.00056753546,0.00002101499,0.00018719974],"category_scores_gemma":[0.0000020775874,0.000073438125,0.00010231501,0.00005663209,0.0000658461,0.0022236614,0.00080388866,0.00030036553,0.0000062406725],"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":[0.0021808792,0.0017515273,0.008702052,0.0030765308,0.0028667273,0.000058423862,0.30612195,0.0002623195,0.00028943323,0.29694065,0.13200788,0.24574164],"study_design_scores_gemma":[0.0009438586,0.0007767539,0.038759805,0.00069149636,0.00021831338,0.000024082778,0.14581043,0.00020222245,0.000011604613,0.007512107,0.80484635,0.00020296594],"about_ca_topic_score_codex":0.000008233287,"about_ca_topic_score_gemma":0.00008353596,"teacher_disagreement_score":0.6728385,"about_ca_system_score_codex":0.000026021647,"about_ca_system_score_gemma":0.000010642784,"threshold_uncertainty_score":0.30496708},"labels":[],"label_agreement":null},{"id":"W2964574771","doi":"10.29173/cais1098","title":"A Pilot Study Examining the Information Seeking of Fiction Writers","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Serendipity; Information seeking; Creativity; Audience measurement; Information seeking behavior; Publishing; Focus (optics); Psychology; Sociology; Advertising; Art; Library science; Literature; Social psychology; Computer science; Epistemology","score_opus":0.052161063066522365,"score_gpt":0.2388115364137782,"score_spread":0.18665047334725582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964574771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480224,0.000034659122,0.000004984169,0.00051153067,0.0002099272,0.00039118613,0.000036824353,0.000028829314,0.05075965],"genre_scores_gemma":[0.999346,0.000014048746,0.000031905853,0.000091475245,0.000057399393,0.000019188752,0.0000058894398,0.000009084786,0.00042501924],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998753,0.00004749122,0.00050436304,0.00011541942,0.00040760293,0.00017208826],"domain_scores_gemma":[0.9790832,0.00018649743,0.00093636115,0.00025278164,0.019511305,0.000029879291],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0013076406,0.00013908905,0.00025230116,0.00015157723,0.00023132867,0.004538092,0.0014039914,0.000033755594,0.00004900545],"category_scores_gemma":[0.0050396165,0.000091589325,0.00006337342,0.00014048419,0.00022280935,0.022587225,0.00036979624,0.00031650168,0.00000312227],"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":[0.00020427538,0.00030924927,0.24497306,0.00025592372,0.00013348293,4.7316966e-8,0.69836205,0.000011875733,0.00668671,0.042289387,0.0019604138,0.0048135496],"study_design_scores_gemma":[0.0017876839,0.0040903743,0.55353445,0.00093540497,0.00022710218,0.000008896618,0.34051403,0.0017780813,0.0029235894,0.0022652969,0.09142737,0.0005077118],"about_ca_topic_score_codex":0.0009243309,"about_ca_topic_score_gemma":0.000060924434,"teacher_disagreement_score":0.357848,"about_ca_system_score_codex":0.00003179524,"about_ca_system_score_gemma":0.000083671,"threshold_uncertainty_score":0.9964953},"labels":[],"label_agreement":null},{"id":"W2969802991","doi":"","title":"LibGuides: Canadian Business: Journals","year":2010,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.0612498241489856,"score_gpt":0.261185603278957,"score_spread":0.1999357791299714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969802991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018438639,0.0036881426,0.0000029508228,0.02079034,0.0063935174,0.00013643634,0.00032847087,0.0001994061,0.9682763],"genre_scores_gemma":[0.009967859,0.0019275355,0.00042522338,0.0070125447,0.011322105,0.000029274936,0.0015664181,0.00012517275,0.9676239],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983004,0.00009473098,0.000519944,0.0002646003,0.00036853587,0.00045180993],"domain_scores_gemma":[0.9968955,0.00012669984,0.00026728108,0.0010257586,0.0013303063,0.0003544473],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088935724,0.00030387717,0.0003660754,0.0008030595,0.0011024483,0.009209422,0.0016808114,0.0005217262,0.0358953],"category_scores_gemma":[0.0008689655,0.00024850224,0.00013408285,0.0000946816,0.00019146723,0.0018765429,0.000113380105,0.0022821631,0.0007621627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.415823e-7,0.0000112703465,0.000018268445,0.0000222754,0.000036508074,0.0000053224967,0.0021878248,2.035786e-7,0.0000018690058,0.037065618,0.956977,0.0036730855],"study_design_scores_gemma":[0.0000714265,0.000008086426,0.00015696808,0.00017980707,0.000035450343,0.000008336786,0.0004860478,0.0000048678635,0.0000016753579,0.003547625,0.9951552,0.00034452273],"about_ca_topic_score_codex":0.6634749,"about_ca_topic_score_gemma":0.95778644,"teacher_disagreement_score":0.29431152,"about_ca_system_score_codex":0.00012210668,"about_ca_system_score_gemma":0.0015940546,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W2969864047","doi":"10.33137/pbsc.v56i1/2.32927","title":"Table of Contents: Testimony to the Royal Commission on Book Publishing","year":2019,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Commission; Table (database); Order (exchange); Law; Political science; Management; Library science; History; Business; Computer science; Database; Economics","score_opus":0.016770609458139882,"score_gpt":0.19572596633408432,"score_spread":0.17895535687594444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969864047","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37332314,0.0030241932,0.00000519459,0.18617675,0.0012094533,0.0009099258,0.00039772256,0.000046826004,0.4349068],"genre_scores_gemma":[0.9916686,0.000056962155,0.00004546965,0.003807048,0.000043482134,0.000005108826,0.000006491367,0.000008952906,0.0043578786],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985459,0.00011129584,0.00029597987,0.00012240656,0.0007396451,0.00018478523],"domain_scores_gemma":[0.9982534,0.00044082408,0.00024305293,0.0006442894,0.00033596106,0.00008246727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007098903,0.00010079486,0.00020665879,0.00020844748,0.00033539397,0.00029275028,0.0012990668,0.00005934854,0.00031197516],"category_scores_gemma":[0.00029864293,0.000056374924,0.00024747432,0.001206402,0.00022689445,0.0004069617,0.00020020876,0.0003888676,4.2771686e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024118119,0.00005265685,0.008265218,0.000034811983,0.000078001154,2.4185416e-8,0.0013198096,0.0002178441,0.00038219654,0.008083753,0.98126715,0.00027441012],"study_design_scores_gemma":[0.0002767606,0.000095010386,0.025753828,0.00017801482,0.00002292431,1.05454156e-7,0.0027715573,0.00033182462,0.00026582964,0.00023331873,0.9699752,0.00009562679],"about_ca_topic_score_codex":0.3917423,"about_ca_topic_score_gemma":0.1472873,"teacher_disagreement_score":0.6183455,"about_ca_system_score_codex":0.000023418246,"about_ca_system_score_gemma":0.00015319881,"threshold_uncertainty_score":0.8682725},"labels":[],"label_agreement":null},{"id":"W2969903766","doi":"10.1093/oxfordhb/9780198794202.013.22","title":"Publishing and Technology","year":2019,"lang":"en","type":"reference-entry","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Industrialisation; Scale (ratio); Service (business); Electronic publishing; Sociology; Media studies; Business; Computer science; Economics; World Wide Web; Political science; Marketing; Geography; The Internet; Law; Market economy","score_opus":0.050824810251348766,"score_gpt":0.2406783283586482,"score_spread":0.18985351810729942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969903766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032430663,0.010237283,0.0000035173398,0.009150494,0.0014161287,0.00011610255,0.00006604105,0.0002778145,0.97840834],"genre_scores_gemma":[0.015933353,0.014235056,0.00010731601,0.0003625383,0.0008184459,0.000015901833,0.0005901452,0.000030836014,0.9679064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990639,0.00005097165,0.00021374944,0.00026704537,0.00019706436,0.00020728614],"domain_scores_gemma":[0.99876165,0.000105633604,0.00014813665,0.00065849634,0.00028233053,0.00004375394],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003147395,0.00017712457,0.00027333538,0.0005051885,0.0002853848,0.009712036,0.0008063999,0.00045249617,0.0013936992],"category_scores_gemma":[0.00033622322,0.00014103015,0.000035960424,0.00006069842,0.00015960468,0.0030787957,0.0004385904,0.0014678556,0.00015776989],"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":[6.27454e-7,0.000008302991,0.000055839762,0.000043381973,0.000019806914,3.2974316e-7,0.0007459501,6.2924626e-9,4.049833e-8,0.33768094,0.60576075,0.055684023],"study_design_scores_gemma":[0.00010644916,0.000022880507,0.000010118756,0.0001706975,0.000019734085,0.000002962113,0.0014049796,0.000010105434,3.9873188e-7,0.0093550775,0.98871154,0.00018503242],"about_ca_topic_score_codex":0.00047397884,"about_ca_topic_score_gemma":0.00081794977,"teacher_disagreement_score":0.3829508,"about_ca_system_score_codex":0.000041543335,"about_ca_system_score_gemma":0.00013883016,"threshold_uncertainty_score":0.99951917},"labels":[],"label_agreement":null},{"id":"W2971988067","doi":"10.33137/pbsc.v42i2.18396","title":"&lt;i&gt;ABC for Book Collectors&lt;/i&gt;. 8th ed., by John Carter and Nicolas Barker [brief notice]","year":2004,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Notice; Law and economics; Art; Political science; Law; Sociology","score_opus":0.00793143845831412,"score_gpt":0.18722965340605593,"score_spread":0.1792982149477418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971988067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69985604,0.07031018,0.000055860135,0.09975088,0.0019923393,0.0027029887,0.0026833497,0.0001841386,0.1224642],"genre_scores_gemma":[0.99187404,0.0025729428,0.00021089957,0.0032782506,0.000103506165,0.0000341683,0.000028007316,0.000025775787,0.0018724385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842155,0.00007979602,0.00036387998,0.00022640315,0.00057600305,0.00033239173],"domain_scores_gemma":[0.99852204,0.00034425606,0.00021954856,0.00046431276,0.00029418076,0.00015565504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051498483,0.00018596288,0.000303713,0.00027040875,0.00085030077,0.0003028268,0.00063669216,0.00012662823,0.00013448266],"category_scores_gemma":[0.00010857626,0.00014129227,0.0004244986,0.0010182031,0.00071538624,0.00042045076,0.000114915805,0.0002691274,1.3637192e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032939482,0.00006858006,0.00048772848,0.00006236038,0.0002076284,7.944425e-8,0.0013187425,0.0000071991194,0.0031366446,0.009954971,0.98461074,0.00011236241],"study_design_scores_gemma":[0.0008835017,0.000107944026,0.004347787,0.000059911643,0.00009474518,7.419565e-7,0.00037760608,0.000045321296,0.00025924802,0.00087215524,0.9927506,0.00020047104],"about_ca_topic_score_codex":0.051302183,"about_ca_topic_score_gemma":0.2664606,"teacher_disagreement_score":0.29201797,"about_ca_system_score_codex":0.00007101121,"about_ca_system_score_gemma":0.00040720977,"threshold_uncertainty_score":0.9550153},"labels":[],"label_agreement":null},{"id":"W2975302648","doi":"","title":"LibGuides: International Students' Guide to the Dalhousie Libraries: Help with Writing","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","score_opus":0.03285119808977185,"score_gpt":0.2829281059570494,"score_spread":0.2500769078672776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975302648","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00088468124,0.00044873095,0.00026423315,0.026085181,0.0032219358,0.00048590178,0.0002936848,0.0004885251,0.96782714],"genre_scores_gemma":[0.007928932,0.00023515425,0.0034738085,0.01542915,0.016125504,0.00017417491,0.00134009,0.00015545913,0.9551377],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970819,0.00017375336,0.0007047743,0.00048445893,0.0011693097,0.00038585716],"domain_scores_gemma":[0.9969558,0.00035954954,0.00033059117,0.0013722549,0.00085755915,0.00012422283],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012741114,0.00039084489,0.0003387271,0.0002838417,0.0012030087,0.01654489,0.005331668,0.00015998415,0.00531314],"category_scores_gemma":[0.0005091952,0.00023259084,0.00011995781,0.000100108235,0.00033058683,0.002283715,0.0013722936,0.0008048059,0.0005866759],"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":[0.00001961838,0.000049589547,0.00025497735,0.000016956048,0.00020742614,0.0000033154374,0.017124351,0.000002004939,3.8968926e-7,0.045082077,0.93568355,0.0015557184],"study_design_scores_gemma":[0.0002092178,0.00013205654,0.000118635246,0.0003928544,0.000051282634,0.0000058440373,0.009191291,0.000019177827,0.0000051134352,0.0004236094,0.98908496,0.00036598204],"about_ca_topic_score_codex":0.00166539,"about_ca_topic_score_gemma":0.005369111,"teacher_disagreement_score":0.05340136,"about_ca_system_score_codex":0.00008636777,"about_ca_system_score_gemma":0.00026954652,"threshold_uncertainty_score":0.9955961},"labels":[],"label_agreement":null},{"id":"W2978028111","doi":"10.1386/btwo_00008_7","title":"The changing landscape of publishing in Nepal: Interview with Bidur Dangol","year":2019,"lang":"en","type":"article","venue":"Book 2 0","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publishing; Geography; Library science; Political science; Media studies; History; Sociology; Computer science","score_opus":0.02861554308733092,"score_gpt":0.214515889051049,"score_spread":0.1859003459637181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978028111","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42974502,0.005597789,0.000012921338,0.006646429,0.0002896752,0.00028053302,0.0000068318955,0.00007187115,0.55734897],"genre_scores_gemma":[0.9829499,0.000074659656,0.000022884347,0.00044204626,0.00007660955,0.000011716402,0.000011585828,0.000009960498,0.016400652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994293,0.00008286623,0.00014434349,0.00007947561,0.00012507818,0.00013893984],"domain_scores_gemma":[0.9993637,0.00011249234,0.00008821606,0.0003470661,0.0000718006,0.000016703943],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008488897,0.000056598008,0.00009342349,0.000108796,0.00012288957,0.001347654,0.00042976742,0.000020920443,0.00016930846],"category_scores_gemma":[0.0000531798,0.000033967375,0.00002610562,0.000059189515,0.000039330385,0.0019932166,0.00009707591,0.00020611417,0.00002079189],"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":[0.00006499675,0.00010789973,0.022218144,0.0001601439,0.000079383586,0.0000029374057,0.16240133,0.000019334773,0.0000782572,0.720258,0.041398533,0.053211026],"study_design_scores_gemma":[0.00030604008,0.000046166842,0.0023770763,0.00023426562,0.0000048798656,0.000001222301,0.008819201,0.00034610435,0.000017289929,0.0004198686,0.9873466,0.000081289174],"about_ca_topic_score_codex":0.00017505467,"about_ca_topic_score_gemma":0.0014717245,"teacher_disagreement_score":0.94594806,"about_ca_system_score_codex":0.000013304142,"about_ca_system_score_gemma":0.000024981822,"threshold_uncertainty_score":0.99968904},"labels":[],"label_agreement":null},{"id":"W2978236730","doi":"10.15273/jue.v9i2.9376","title":"The Twelve-Step Guide to Publishing in the JUE","year":2019,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Publishing and Scholarly Communication","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":"Dalhousie University","funders":"","keywords":"Publishing; Computer science; Library science; Political science; Law","score_opus":0.05606947265767375,"score_gpt":0.3081419442358843,"score_spread":0.25207247157821056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978236730","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15733863,0.0020018881,0.0010787767,0.59996945,0.0076025617,0.0015145959,0.000031637006,0.00012350334,0.23033893],"genre_scores_gemma":[0.983053,0.00024150142,0.00076000777,0.005218617,0.0009841933,0.00007252754,0.000018507244,0.000034355155,0.009617277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997972,0.00038867057,0.000513707,0.00016743888,0.0005178231,0.0004403235],"domain_scores_gemma":[0.9974554,0.0011923516,0.0002422349,0.00063195993,0.00038353307,0.000094509276],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005940791,0.00015724397,0.00015824541,0.00037611063,0.0020782468,0.017482594,0.0019214023,0.0000650673,0.000022431866],"category_scores_gemma":[0.0006241414,0.00008486815,0.000300302,0.0003118969,0.000101780206,0.0031900052,0.00009609637,0.0012004372,0.000032095555],"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":[0.000046085577,0.000050537637,0.0016947186,0.0000091366755,0.000057085595,0.0000012520255,0.016975593,0.00003605416,0.00001606948,0.35110873,0.619684,0.010320763],"study_design_scores_gemma":[0.0004479641,0.00011791599,0.0012001733,0.00005177377,0.000014519201,0.000009743132,0.017542683,0.0001267038,0.0000023343562,0.05248815,0.9278649,0.00013315541],"about_ca_topic_score_codex":0.00037284725,"about_ca_topic_score_gemma":0.0048937905,"teacher_disagreement_score":0.82571435,"about_ca_system_score_codex":0.00005254027,"about_ca_system_score_gemma":0.00006995125,"threshold_uncertainty_score":0.9992209},"labels":[],"label_agreement":null},{"id":"W2981374498","doi":"10.7202/018152ar","title":"Cian Duffy. Shelley and the Revolutionary Sublime. Cambridge: Cambridge UP, 2005. ISBN: 0521854008. Price: US$85.","year":2008,"lang":"en","type":"article","venue":"Romanticism and Victorianism on the Net","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sublime; Romanticism; Philosophy; Humanities; Art history; Art; History","score_opus":0.024281092223264647,"score_gpt":0.20634082597403455,"score_spread":0.1820597337507699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981374498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70183456,0.012345453,0.000048961312,0.06208111,0.004662062,0.0012149204,0.00019644426,0.00034825824,0.21726823],"genre_scores_gemma":[0.94908607,0.0038590275,0.000023999239,0.0022867653,0.0015473826,0.00003704344,0.000060609364,0.00003675953,0.043062363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978683,0.00045294408,0.000402776,0.00037529174,0.00044394677,0.0004567264],"domain_scores_gemma":[0.9979941,0.00062560866,0.000204509,0.0008911608,0.00013590447,0.00014867332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012843542,0.00030892174,0.00034304435,0.00011246777,0.003004724,0.00076083804,0.00068887736,0.00012710183,0.00019373017],"category_scores_gemma":[0.00020700015,0.00018328149,0.00010165157,0.00009137806,0.0011145115,0.0008181958,0.00025476108,0.0006993313,0.0000930368],"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":[0.00010872308,0.000057309935,0.00034075364,0.000012860922,0.00006009228,0.000008667328,0.008047263,8.785029e-7,0.00004116911,0.669934,0.3212991,0.00008918213],"study_design_scores_gemma":[0.0015609085,0.00011454821,0.025716403,0.000064092375,0.00007935007,0.00009186461,0.0010618869,0.0006398412,0.000021992999,0.0024048903,0.96789825,0.0003459639],"about_ca_topic_score_codex":0.0009400331,"about_ca_topic_score_gemma":0.00014282567,"teacher_disagreement_score":0.6675291,"about_ca_system_score_codex":0.000041307998,"about_ca_system_score_gemma":0.00008672726,"threshold_uncertainty_score":0.9982932},"labels":[],"label_agreement":null},{"id":"W2984909958","doi":"","title":"LibGuides: Vancouver referencing guide (Online): Book review in an online journal","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Media studies; World Wide Web; Computer science; Sociology","score_opus":0.10875334350827086,"score_gpt":0.3185147938681902,"score_spread":0.20976145035991933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984909958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030151298,0.377817,0.000016899985,0.008185813,0.0069474285,0.0005929682,0.0006215601,0.00040061452,0.6051162],"genre_scores_gemma":[0.000028308124,0.22126044,0.0031874394,0.049096275,0.01124801,0.000018967537,0.003548089,0.00014248872,0.71146995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574274,0.0006457034,0.0018987688,0.0004986651,0.00068579766,0.0005283125],"domain_scores_gemma":[0.9956791,0.00019499932,0.0009275131,0.0015176511,0.001453093,0.00022768471],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022727104,0.0005277918,0.00094264426,0.00056633144,0.0005856883,0.0025631562,0.0023877253,0.00035082296,0.016865253],"category_scores_gemma":[0.0011555653,0.00041031468,0.0002570709,0.00010871211,0.00019731383,0.004783194,0.00035251008,0.0026603774,0.00009244343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005731674,0.00018808692,0.000009890799,0.00041595098,0.000038436836,0.000014733157,0.0017558698,5.1064734e-7,6.767533e-7,0.0006855023,0.98948175,0.0074028764],"study_design_scores_gemma":[0.00026097853,0.0001711705,0.000024097926,0.01030183,0.0000958192,0.00001948726,0.0014787953,0.000052649073,5.9114296e-7,0.0007272083,0.9863359,0.0005314868],"about_ca_topic_score_codex":0.0021178788,"about_ca_topic_score_gemma":0.16878663,"teacher_disagreement_score":0.16666874,"about_ca_system_score_codex":0.00034714973,"about_ca_system_score_gemma":0.00088355836,"threshold_uncertainty_score":0.9998349},"labels":[],"label_agreement":null},{"id":"W2985523842","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Anti-Plagiarism Guide for Faculty, Staff and Students: Plagiarism Tutorials, Exercises and Games","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Pedagogy; Library science; Medicine; Computer science","score_opus":0.032722870058717976,"score_gpt":0.27808753099764355,"score_spread":0.24536466093892556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985523842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96697044,0.0035165348,0.00027360505,0.001102301,0.0012273823,0.00034478106,0.00033544493,0.00013579025,0.026093721],"genre_scores_gemma":[0.9474472,0.0011241931,0.0020441976,0.00015384472,0.0009686537,0.0000035416003,0.00014387151,0.000025124442,0.048089407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876046,0.00017490659,0.00029466476,0.00018092076,0.00027671971,0.00031231463],"domain_scores_gemma":[0.99881333,0.00025142054,0.00017627658,0.00026070277,0.00028729727,0.00021094312],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014774789,0.00017839135,0.0002599868,0.00016977095,0.00079646235,0.003164825,0.0004455971,0.00014657389,0.0002167621],"category_scores_gemma":[0.00016115159,0.00014767528,0.000058371308,0.000030158884,0.00015308196,0.004996363,0.00026875205,0.00044283684,0.0000048827237],"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":[0.00007582078,0.00059300463,0.025887454,0.00007223603,0.00024146798,0.0000052365544,0.09450964,5.553121e-7,0.00010458543,0.15314886,0.7072843,0.018076863],"study_design_scores_gemma":[0.0008923612,0.00009026787,0.007637148,0.00003697868,0.00008382578,0.000011006195,0.013186584,0.000010741924,0.000020591799,0.0018835688,0.97592694,0.0002199999],"about_ca_topic_score_codex":0.0005172739,"about_ca_topic_score_gemma":0.00021296815,"teacher_disagreement_score":0.26864263,"about_ca_system_score_codex":0.00006075553,"about_ca_system_score_gemma":0.00004132958,"threshold_uncertainty_score":0.99786997},"labels":[],"label_agreement":null},{"id":"W2988355998","doi":"10.22230/src.2019v10n3a343","title":"An Introduction to the Canadian Association of Learned Journals Readership Analytics Project’s Compiled Online Journal Usage Software","year":2019,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Audience measurement; Computer science; Publishing; Usage data; World Wide Web; Analytics; Data science; Software; Set (abstract data type); Point (geometry); Advertising; Political science","score_opus":0.2158976866382899,"score_gpt":0.3908601726837374,"score_spread":0.1749624860454475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988355998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75008416,0.0017668023,0.000052623367,0.24255136,0.000443287,0.0009826814,0.00008987751,0.00005503132,0.003974193],"genre_scores_gemma":[0.99394715,0.0007323033,0.0008706781,0.00031703376,0.00063489715,0.000012074608,0.00018594376,0.000018372903,0.003281544],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99404174,0.003939925,0.0004618314,0.00020025164,0.0009735129,0.00038275812],"domain_scores_gemma":[0.99320596,0.0005736134,0.00031950325,0.0013374583,0.004330544,0.00023292252],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.022512086,0.00011183741,0.00019572696,0.0008469243,0.003101446,0.008358797,0.0015999941,0.00015030429,0.00020276947],"category_scores_gemma":[0.0053967587,0.00008448496,0.00005546196,0.00044070935,0.0001860449,0.0053377035,0.00018669013,0.0032270865,0.00003200897],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063521304,0.0015115789,0.19700944,0.0002014092,0.00075491634,0.0000027391413,0.33913168,0.0008639886,0.0040707076,0.13610117,0.20780754,0.1119096],"study_design_scores_gemma":[0.0007777121,0.00063098717,0.0756644,0.00021167024,0.000048419366,0.00001588184,0.03834535,0.0010128403,0.00005549228,0.0068675573,0.8760877,0.00028198538],"about_ca_topic_score_codex":0.026866121,"about_ca_topic_score_gemma":0.41434768,"teacher_disagreement_score":0.6682802,"about_ca_system_score_codex":0.0005641725,"about_ca_system_score_gemma":0.0006453764,"threshold_uncertainty_score":0.9990725},"labels":[],"label_agreement":null},{"id":"W2988504898","doi":"10.5703/1288284317065","title":"Are Economic Pressures on University Press Acquisitions Quietly Changing the Shape of the Scholarly Record?","year":2019,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Purchasing; Revenue; Scholarly communication; Publishing; Argument (complex analysis); Collection development; Library science; Sociology; Management; Political science; Business; Computer science; Economics; Marketing; Law; Accounting","score_opus":0.03567646530250557,"score_gpt":0.20623735314739683,"score_spread":0.17056088784489126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988504898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70162797,0.00006813753,0.0000020856319,0.0029618542,0.00040743023,0.00018234819,0.000055867473,0.00004287431,0.29465142],"genre_scores_gemma":[0.94580525,0.00001430071,0.000008430631,0.0004087004,0.00010070611,0.000001771487,0.0000040393343,0.0000065660397,0.05365021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993747,0.0001749007,0.0001050407,0.00011716491,0.000108069245,0.00012012366],"domain_scores_gemma":[0.9988703,0.0001573417,0.0001850906,0.00067564327,0.00009270887,0.000018915169],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036003848,0.0000720167,0.00008939117,0.000057729125,0.00065885216,0.00081722153,0.00092149666,0.00003452999,0.0010616702],"category_scores_gemma":[0.000035959103,0.000042737087,0.000083796374,0.000028792407,0.00009166434,0.0016771267,0.00022312778,0.00027204235,0.00005555378],"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":[0.00003259011,0.000057557507,0.0045356406,0.000015326807,0.000068718095,1.7658172e-7,0.010288324,0.00016181506,0.00005213772,0.9657722,0.018223273,0.0007922253],"study_design_scores_gemma":[0.00028517345,0.000047500067,0.026729513,0.00009418184,0.00003833309,4.7424973e-7,0.019285884,0.001545123,0.00012492448,0.0006741064,0.95102894,0.00014585434],"about_ca_topic_score_codex":0.0006029931,"about_ca_topic_score_gemma":0.0006929899,"teacher_disagreement_score":0.9650981,"about_ca_system_score_codex":0.000039058385,"about_ca_system_score_gemma":0.000023789877,"threshold_uncertainty_score":0.99985147},"labels":[],"label_agreement":null},{"id":"W2988837954","doi":"","title":"John Percy's Universe: The Little Campus that Grew","year":2016,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Astronomy; History; Art history; Physics","score_opus":0.012920056577632576,"score_gpt":0.17411700539825392,"score_spread":0.16119694882062136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988837954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495297,0.00028110482,0.00003355686,0.04530785,0.0007709049,0.00004722724,0.00003213862,0.0000035929056,0.0039939457],"genre_scores_gemma":[0.9920127,0.000007233345,0.000096762844,0.00020680402,0.00036411284,3.3002055e-7,3.6491554e-7,0.0000058629666,0.007305859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991992,0.00010671864,0.00022065578,0.000050631574,0.00027639882,0.00014635424],"domain_scores_gemma":[0.9990048,0.00020344244,0.0003495305,0.00024058812,0.00013362279,0.00006800542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046415147,0.00007253207,0.00013806653,0.000006924098,0.00035652678,0.00012106364,0.00084088714,0.000027755756,0.0003147795],"category_scores_gemma":[0.00005011075,0.00003105692,0.00026645232,0.00001413713,0.00024671855,0.00026432303,0.0001452986,0.00030117948,9.574171e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035095705,0.000035948273,0.0055508562,0.000006424965,0.00021726545,2.1387336e-7,0.0035182165,0.00045790494,0.000048558202,0.0054450245,0.97776526,0.006919236],"study_design_scores_gemma":[0.0004020415,0.000037706024,0.019417709,0.000064707885,0.00004123898,0.0000012007981,0.004717904,0.00016869201,0.00009303755,0.0003367429,0.97464097,0.0000780308],"about_ca_topic_score_codex":0.046470005,"about_ca_topic_score_gemma":0.06668618,"teacher_disagreement_score":0.045101043,"about_ca_system_score_codex":0.0003198673,"about_ca_system_score_gemma":0.000597628,"threshold_uncertainty_score":0.95987964},"labels":[],"label_agreement":null},{"id":"W2989130977","doi":"","title":"MacEwan Book of the Year Poster Designs","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","score_opus":0.1393496522784674,"score_gpt":0.3198849665936703,"score_spread":0.18053531431520287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989130977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59522724,0.00004246919,3.2027984e-7,0.0020445762,0.00008264516,0.00036362596,0.000010699002,0.000030600764,0.4021978],"genre_scores_gemma":[0.848287,0.000024332521,0.000017331873,0.00007991949,0.00005399058,0.000001043914,0.0000023773414,0.000009225927,0.15152481],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840605,0.0001132344,0.00011777397,0.00020835994,0.0008522186,0.00030234506],"domain_scores_gemma":[0.9986413,0.00008085948,0.00008125649,0.0003103734,0.000817083,0.00006911765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001210494,0.000090935064,0.00012643445,0.0002291351,0.0006698674,0.0005505266,0.0016103847,0.000050681014,0.0013313908],"category_scores_gemma":[0.00006752423,0.000071867944,0.00008427315,0.0001876551,0.00035567474,0.001088419,0.00094352127,0.00061864144,0.00015145546],"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":[0.00017600483,0.00031969597,0.15809986,0.00014089009,0.00013353908,0.0000025999905,0.14356369,9.775621e-7,0.0042369347,0.51019555,0.18275326,0.00037700334],"study_design_scores_gemma":[0.00051245745,0.00016497317,0.021198465,0.00008007345,0.000013314125,7.6505654e-7,0.062858865,0.000008114601,0.0005652435,0.00031083907,0.9141684,0.000118465396],"about_ca_topic_score_codex":0.000337995,"about_ca_topic_score_gemma":0.00023297116,"teacher_disagreement_score":0.73141515,"about_ca_system_score_codex":0.00015780376,"about_ca_system_score_gemma":0.000088564884,"threshold_uncertainty_score":0.9995815},"labels":[],"label_agreement":null},{"id":"W2995174638","doi":"","title":"What about Canada? The changing dynamics of the indexation theory : a content analysis of the Globe and Mail and The Toronto Star","year":2019,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globe; Advertising; Indexation; Psychology; Economics; Business","score_opus":0.009434832451704182,"score_gpt":0.1631192647049312,"score_spread":0.15368443225322703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995174638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982078,0.0028278525,0.000011331093,0.0061364067,0.00035220385,0.00032939907,0.000079504694,0.000012068827,0.008173226],"genre_scores_gemma":[0.98704654,0.0013467459,0.0000024343742,0.00021415621,0.000018099046,5.697815e-7,0.000014691978,0.000007539452,0.011349215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987327,0.00044110412,0.00015304325,0.00016426029,0.00034338687,0.00016552678],"domain_scores_gemma":[0.99826485,0.0003857544,0.00036803028,0.00068248133,0.00026161448,0.00003725487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007030929,0.00013304253,0.00024435518,0.00008644025,0.0009766148,0.00022568375,0.0009169072,0.00005121883,0.000042849086],"category_scores_gemma":[0.000042454936,0.000070503374,0.00015437549,0.00027902063,0.00046299392,0.0009247834,0.0006014868,0.00021852848,1.4029533e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020747121,0.000020161435,0.016916227,0.00002140384,0.0007242589,8.0478276e-7,0.17956103,0.000077664066,0.00017070345,0.79750353,0.00010411992,0.0046926346],"study_design_scores_gemma":[0.0023833208,0.00007077371,0.21325848,0.00021190131,0.002705522,0.000004908487,0.7392512,0.011230562,0.00021876046,0.0017862578,0.028560607,0.00031769817],"about_ca_topic_score_codex":0.5031709,"about_ca_topic_score_gemma":0.9485942,"teacher_disagreement_score":0.79571724,"about_ca_system_score_codex":0.00043964508,"about_ca_system_score_gemma":0.00017970598,"threshold_uncertainty_score":0.751143},"labels":[],"label_agreement":null},{"id":"W2999943539","doi":"","title":"LibGuides: Citation Style Guide: Indigenous Style Guide","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Indigenous; Citation; World Wide Web; Computer science; Geography; Biology; Archaeology; Ecology","score_opus":0.04444778267414051,"score_gpt":0.2725166182915391,"score_spread":0.2280688356173986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999943539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005228956,0.004030312,0.00023300012,0.003715129,0.0036185386,0.00063667615,0.0007553867,0.0009720135,0.9855161],"genre_scores_gemma":[0.0041637127,0.0020816254,0.001403112,0.0025993683,0.0054540257,0.00015170932,0.0027424025,0.00020658087,0.9811975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956724,0.00041546352,0.001479217,0.0007317664,0.0009533106,0.0007478084],"domain_scores_gemma":[0.9949276,0.0006915655,0.0008569221,0.0019999694,0.001312424,0.00021151798],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018624822,0.0006550891,0.00070865813,0.00075617706,0.001352889,0.0051697795,0.002320533,0.00057771005,0.009806077],"category_scores_gemma":[0.0012382087,0.0004967079,0.00034296393,0.000120114164,0.00032885466,0.0032160985,0.00043907214,0.0009771214,0.0018559246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007761824,0.00007292988,0.000022187858,0.000076864904,0.00014092927,0.0000051980037,0.019912098,5.2186124e-7,0.000017128246,0.037119087,0.9194193,0.023206022],"study_design_scores_gemma":[0.00040500538,0.00012581723,0.000042879477,0.00037123717,0.0000904267,0.000005250723,0.003786904,0.000012171823,0.00002633063,0.0037559585,0.99062896,0.0007490727],"about_ca_topic_score_codex":0.0067541366,"about_ca_topic_score_gemma":0.006188485,"teacher_disagreement_score":0.07120968,"about_ca_system_score_codex":0.0004304313,"about_ca_system_score_gemma":0.00073341135,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W3003700865","doi":"","title":"Launching Constellate Publishing: An evaluation of small press genre fiction publishing in Canada","year":2019,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Media studies; Political science; History; Library science; Sociology; Computer science; Law","score_opus":0.056175533706860105,"score_gpt":0.2129020433492941,"score_spread":0.156726509642434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003700865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8072744,0.00013053394,0.0000094413435,0.0002974348,0.0004982506,0.00024271251,0.000049243918,0.000041411018,0.19145656],"genre_scores_gemma":[0.9977625,0.000019308623,0.000039315662,0.00007895141,0.00007341197,8.6858114e-7,0.0002617999,0.000014643387,0.001749198],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997962,0.0005840871,0.00028380673,0.00031184478,0.0006022639,0.00025600407],"domain_scores_gemma":[0.9981236,0.00014734603,0.00027920317,0.00058227783,0.00077968277,0.00008790583],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0016986276,0.00014732145,0.00020888232,0.00041997945,0.00021454674,0.0021645778,0.00093185157,0.00010874131,0.0004133049],"category_scores_gemma":[0.0002893405,0.00016802688,0.000050483937,0.00023519745,0.00005006263,0.014452714,0.0001608915,0.00059983315,0.000003102458],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012401007,0.00018438736,0.8846455,0.00008993525,0.00009652787,0.000012932795,0.004169858,0.010913089,0.000021040165,0.060078762,0.020315617,0.019348329],"study_design_scores_gemma":[0.0035219928,0.00010541926,0.011706676,0.00023303345,0.00015917367,2.3307404e-8,0.25534683,0.0481723,0.00023237214,0.0008549253,0.6789905,0.0006767993],"about_ca_topic_score_codex":0.848584,"about_ca_topic_score_gemma":0.9971842,"teacher_disagreement_score":0.8729388,"about_ca_system_score_codex":0.000871492,"about_ca_system_score_gemma":0.0009771638,"threshold_uncertainty_score":0.99933165},"labels":[],"label_agreement":null},{"id":"W3003860513","doi":"","title":"Knowledge Production Ethos and Open Access Publishing: Africa in Focus / L'éthos de la production de connaissances et l'édition en livre accès : Regard sur l'Afrique","year":2019,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethos; Publishing; Production (economics); Humanities; Knowledge production; Focus (optics); Political science; Philosophy; Computer science; Knowledge management; Economics; Physics; Law","score_opus":0.06628416288614451,"score_gpt":0.30142908175382316,"score_spread":0.23514491886767863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003860513","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31778297,0.00041715536,0.000069921574,0.021541653,0.0011297072,0.0017848759,0.00006719784,0.00018549846,0.65702105],"genre_scores_gemma":[0.9057812,0.08815975,0.0004282085,0.00007018249,0.0005655198,0.00003465728,0.00008246859,0.000051978364,0.0048259995],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940927,0.003906372,0.00034760436,0.0008449061,0.00024223076,0.0005662095],"domain_scores_gemma":[0.9975383,0.00059153204,0.00038909662,0.00077259593,0.00057288253,0.00013554649],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0046443227,0.00036286315,0.00041821826,0.0054005743,0.00065217103,0.011163567,0.0021256923,0.00047539172,0.00010079749],"category_scores_gemma":[0.0021644384,0.00041927508,0.00009512044,0.0027559334,0.00038618504,0.034649514,0.0015454016,0.0016233568,0.00001389723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009787891,0.0026741903,0.025957834,0.0012156224,0.00028267436,0.00007889974,0.5966953,0.00019470278,0.00015395638,0.2304672,0.04405332,0.09724752],"study_design_scores_gemma":[0.0010670141,0.00017284024,0.005925133,0.00087702315,0.00008165889,0.000042103296,0.01180739,0.000335183,0.0003034525,0.00035619456,0.9785438,0.00048818046],"about_ca_topic_score_codex":0.147147,"about_ca_topic_score_gemma":0.08452731,"teacher_disagreement_score":0.9344905,"about_ca_system_score_codex":0.0011351932,"about_ca_system_score_gemma":0.0018204302,"threshold_uncertainty_score":0.9998259},"labels":[],"label_agreement":null},{"id":"W3006158401","doi":"","title":"Library: Education - Research Approaches and Materials: Citation mining","year":2011,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Citation analysis; Data science; Computer science; Library science; Information retrieval","score_opus":0.45142160560464445,"score_gpt":0.3129084234533806,"score_spread":0.13851318215126385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006158401","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46480352,0.00013207295,0.0000055343958,0.00054933963,0.000119853255,0.000059631442,0.0000017736047,0.000056459823,0.53427184],"genre_scores_gemma":[0.97414124,0.000022361819,0.0030887034,0.00008137459,0.0001809268,0.000031223626,0.000055080265,0.0000091971615,0.022389896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993997,0.00019783818,0.0001048884,0.000102843835,0.00009888236,0.00009582453],"domain_scores_gemma":[0.99962825,0.00006461986,0.000029842218,0.00017893489,0.00006540348,0.000032943895],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007055607,0.00004298316,0.000047776946,0.00015597888,0.00035081658,0.0013985288,0.00016039675,0.00002703946,0.0014055938],"category_scores_gemma":[0.00007726241,0.0000358784,0.000006871613,0.000038786155,0.00011224173,0.0026736953,0.00007269485,0.00009118496,0.000029137553],"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":[0.0000076269157,0.000051467967,0.0003513417,0.000010646065,0.0000040943482,4.4959553e-8,0.087737344,5.1221676e-9,0.000048329865,0.884141,0.014501555,0.013146543],"study_design_scores_gemma":[0.00032272385,0.0002201596,0.027437592,0.00011876492,0.000020034784,0.000004143003,0.3131503,0.00011086273,0.0040359516,0.20063023,0.45352563,0.000423608],"about_ca_topic_score_codex":0.00045011402,"about_ca_topic_score_gemma":0.00008200077,"teacher_disagreement_score":0.6835108,"about_ca_system_score_codex":0.0000064010824,"about_ca_system_score_gemma":0.000052124957,"threshold_uncertainty_score":0.99963814},"labels":[],"label_agreement":null},{"id":"W3007128547","doi":"","title":"Library: Education - Research Approaches and Materials: Alberta curriculum","year":2011,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Library science; Political science; Engineering ethics; Pedagogy; Mathematics education; Sociology; Engineering; Computer science; Psychology","score_opus":0.23524443041213972,"score_gpt":0.28812338084703315,"score_spread":0.052878950434893435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007128547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29936865,0.00020884142,0.0000011055131,0.0010439839,0.00015853767,0.00008003991,0.0000018037491,0.000044281467,0.69909275],"genre_scores_gemma":[0.9061915,0.000035690606,0.0005912654,0.000072355775,0.00020995321,0.000035158057,0.0000451426,0.000009889701,0.09280904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934614,0.00019774094,0.000108467066,0.00012584553,0.000096458876,0.00012532581],"domain_scores_gemma":[0.99953175,0.000052829007,0.000026511114,0.000282867,0.00005728695,0.00004877719],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004733422,0.000054622193,0.000060918126,0.00010767272,0.00035551493,0.0014937235,0.00026893354,0.000031927422,0.003774237],"category_scores_gemma":[0.0000725902,0.000041525323,0.000010000622,0.000035687346,0.00014737567,0.0025074026,0.00014337142,0.00013991284,0.0001005009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028978643,0.00011197328,0.0007097702,0.000008619309,0.0000042786332,3.8042078e-8,0.025188092,1.3297957e-9,0.0000091209495,0.93501264,0.035841573,0.0031109683],"study_design_scores_gemma":[0.00011576332,0.00007568019,0.0043210653,0.000038421324,0.000008778449,0.0000021637536,0.03816548,0.000027277645,0.0006735085,0.07793964,0.8784331,0.0001991],"about_ca_topic_score_codex":0.010140861,"about_ca_topic_score_gemma":0.00068946026,"teacher_disagreement_score":0.857073,"about_ca_system_score_codex":0.000006141214,"about_ca_system_score_gemma":0.00005467423,"threshold_uncertainty_score":0.99954283},"labels":[],"label_agreement":null},{"id":"W3009325881","doi":"10.3828/indexer.2020.2","title":"Accessing parliamentary information: from traditional indexes to a database-integrated information management system","year":2020,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Library of Parliament","funders":"","keywords":"Parliament; House of Commons; Database; Search engine indexing; Commons; Computer science; World Wide Web; Political science; Law; Politics","score_opus":0.067189203357384,"score_gpt":0.22289968161548374,"score_spread":0.15571047825809975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009325881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5191803,0.00023601763,0.042662177,0.08579336,0.0027070236,0.0026029912,0.004977888,0.0016338099,0.3402064],"genre_scores_gemma":[0.9865674,0.000004121742,0.00075349526,0.009770073,0.00031872684,0.00006473692,0.002466614,0.00000603232,0.000048841073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899364,0.00007887638,0.00035251022,0.000079126155,0.000364878,0.00013095821],"domain_scores_gemma":[0.99930346,0.00005963863,0.00013370166,0.00031510618,0.000107314445,0.00008080227],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00025820258,0.00011373956,0.00010375014,0.00008937154,0.00054820627,0.002627264,0.0006341131,0.00002811547,0.00053420884],"category_scores_gemma":[0.000029991168,0.000080457015,0.00003579202,0.00010758579,0.000047104793,0.008488127,0.00015770226,0.0002599558,0.0005309368],"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":[0.00028678594,0.000063094696,0.0005587978,0.00018654058,0.00029333468,0.0000031638526,0.24845567,0.00036302774,0.000026587428,0.31064188,0.3287233,0.11039781],"study_design_scores_gemma":[0.0004603251,0.00003150327,0.002225046,0.00017620604,0.000047143356,0.0000012190932,0.05754209,0.0031746307,0.00004404235,0.00073007366,0.9353623,0.00020543188],"about_ca_topic_score_codex":0.0011541621,"about_ca_topic_score_gemma":0.00009469778,"teacher_disagreement_score":0.60663897,"about_ca_system_score_codex":0.00008926179,"about_ca_system_score_gemma":0.000026406298,"threshold_uncertainty_score":0.9984081},"labels":[],"label_agreement":null},{"id":"W3011503241","doi":"10.3138/jsp.51.2.03","title":"Honouring Clio: Book Awards, Historical Scholarship, and Publishers","year":2019,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarship; Library science; Publication; History; Classics; Scholarly communication; Media studies; Political science; Sociology; Law; Computer science","score_opus":0.03743165148719975,"score_gpt":0.22309115449502293,"score_spread":0.1856595030078232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011503241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8054846,0.018895268,0.00005228718,0.046709254,0.005349026,0.00023489636,0.000008060147,0.000142001,0.12312464],"genre_scores_gemma":[0.97670484,0.00027879915,0.0011706637,0.0027317577,0.001985529,0.000003820777,0.000010215507,0.00006232081,0.017052045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996153,0.00043522427,0.0011363033,0.00034372875,0.001437361,0.00049440435],"domain_scores_gemma":[0.99455637,0.00039901864,0.0011476676,0.00065304775,0.0027587975,0.0004850828],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008678782,0.0002802371,0.00054425676,0.0011001029,0.0006611503,0.189557,0.0020496775,0.00029167059,0.0006749884],"category_scores_gemma":[0.0064114016,0.0002468302,0.00024886944,0.00024162841,0.00010091003,0.41237912,0.00043754335,0.0051472713,0.000041114392],"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":[0.00027756035,0.0004645122,0.14564893,0.0001988559,0.0005090766,0.00007486135,0.03133057,0.000030566567,0.0015374622,0.13895299,0.64112985,0.039844785],"study_design_scores_gemma":[0.001122932,0.00021516859,0.009496503,0.00022004348,0.00005428449,0.000107375316,0.0028255149,0.000023320268,0.000030179846,0.0033696953,0.98221475,0.0003202514],"about_ca_topic_score_codex":0.00028926,"about_ca_topic_score_gemma":0.00006055883,"teacher_disagreement_score":0.3410849,"about_ca_system_score_codex":0.0008495605,"about_ca_system_score_gemma":0.0003475402,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W3013120343","doi":"10.11575/prism/37588","title":"Collaboration Trials and Triumphs: University of Calgary","year":2010,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Computer science","score_opus":0.027811079105790303,"score_gpt":0.2137695188935807,"score_spread":0.1859584397877904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013120343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9131918,0.00022975606,0.0045618806,0.0015504225,0.0002663128,0.0002307699,0.0000063911893,0.000056820925,0.07990582],"genre_scores_gemma":[0.98089147,0.00022897741,0.008845291,0.000027775588,0.00003248054,6.190389e-8,0.000052437706,0.000007252802,0.0099142715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992892,0.00021129285,0.00013308453,0.00012846079,0.00015084066,0.00008709675],"domain_scores_gemma":[0.99896306,0.00018386105,0.00026790437,0.00027364527,0.00024566878,0.0000658668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086674927,0.00007220381,0.00027042307,0.00014044209,0.00037068778,0.00007451744,0.00032139148,0.000099907316,0.00056317437],"category_scores_gemma":[0.00017742444,0.00008591275,0.00007217525,0.00006240695,0.0003698109,0.0011299266,0.00011718837,0.00024798376,0.000006606252],"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":[0.0007104144,0.00040134796,0.0025181763,0.0001337896,0.00026044753,0.000017330107,0.1402035,3.0128655e-7,0.0139756715,0.5081772,0.0256313,0.30797052],"study_design_scores_gemma":[0.003348413,0.0002186579,0.021032471,0.000053624986,0.00029189276,0.0000023826308,0.009814259,0.0065399865,0.00031972164,0.0045864894,0.9534325,0.00035960495],"about_ca_topic_score_codex":0.004507721,"about_ca_topic_score_gemma":0.0018819105,"teacher_disagreement_score":0.9278012,"about_ca_system_score_codex":0.00001660518,"about_ca_system_score_gemma":0.000098300385,"threshold_uncertainty_score":0.6814356},"labels":[],"label_agreement":null},{"id":"W3015065893","doi":"","title":"Library: Education - Research Approaches and Materials: Find Picture Books, Kits etc","year":2011,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Picture books; Library science; World Wide Web; Data science; Visual arts; Art","score_opus":0.32139666622501184,"score_gpt":0.2913890753486177,"score_spread":0.030007590876394152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015065893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2976739,0.00048418297,0.0000024427159,0.0012203724,0.00019358344,0.00011827433,0.000008364072,0.00008084114,0.700218],"genre_scores_gemma":[0.91253954,0.00004677846,0.0006025114,0.00022474557,0.00032165114,0.000030789757,0.0000711586,0.000013336412,0.08614951],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992238,0.00022815663,0.00012481023,0.00014880668,0.00012875562,0.00014565027],"domain_scores_gemma":[0.9994615,0.00005086918,0.000033773307,0.00033009046,0.00006717416,0.000056625533],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000571648,0.00007209535,0.000077318844,0.0001254311,0.00043635705,0.0017431997,0.00030610408,0.000056262565,0.003671303],"category_scores_gemma":[0.00005607773,0.000054956185,0.000012269224,0.000030008907,0.00015924717,0.0022192807,0.00015070761,0.0002287577,0.00005368329],"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":[0.000011485353,0.000079010206,0.00020151511,0.00001674621,0.0000075100916,1.200493e-7,0.047315475,5.9605174e-9,0.0000689178,0.88960195,0.057796035,0.0049012247],"study_design_scores_gemma":[0.0001448115,0.0000738504,0.008719836,0.00004596966,0.000009868791,0.0000028138907,0.022593882,0.00000840367,0.002529732,0.10045903,0.8652106,0.00020123411],"about_ca_topic_score_codex":0.0006084462,"about_ca_topic_score_gemma":0.000121141304,"teacher_disagreement_score":0.80741453,"about_ca_system_score_codex":0.000007927587,"about_ca_system_score_gemma":0.000087347944,"threshold_uncertainty_score":0.9992931},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3015916869","doi":"","title":"The rough guide to Canada","year":2013,"lang":"en","type":"book","venue":"Rough Guides eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adventure; Geography; Advice (programming); Tourism; Cartography; Archaeology; History; Art history; Computer science","score_opus":0.023339966532574353,"score_gpt":0.22314354758206975,"score_spread":0.1998035810494954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015916869","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033169596,0.0010564824,0.000006048275,0.0037411186,0.0017039684,0.0004935654,0.00009854806,0.00013584741,0.9927313],"genre_scores_gemma":[0.00091617566,0.000031963216,0.0001588999,0.0043538613,0.002063036,0.00014309138,0.00013364811,0.00008968103,0.99210966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976635,0.0001297124,0.000720469,0.00035903085,0.00063534087,0.00049193815],"domain_scores_gemma":[0.99671507,0.00044764666,0.0003091136,0.0017159022,0.0006323158,0.0001799755],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006335912,0.00039566646,0.00035183455,0.00007062786,0.0017179425,0.0038400758,0.0021463244,0.00016535351,0.00033865057],"category_scores_gemma":[0.00031906302,0.00028256053,0.00014012358,0.000011126244,0.0001774082,0.00026057436,0.00045895026,0.00079656375,0.00031494224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024881092,0.000002051086,2.7767317e-7,0.0000084261255,0.00004764127,0.000002538212,0.0022509836,0.0000025009563,5.484309e-7,0.27093375,0.7137497,0.012999098],"study_design_scores_gemma":[0.00008213332,0.000029068327,0.0000035040673,0.00012617269,0.000035376128,0.0000028696882,0.00032021472,0.000013687847,0.0000048181746,0.012110195,0.98689204,0.00037992603],"about_ca_topic_score_codex":0.68550545,"about_ca_topic_score_gemma":0.9400089,"teacher_disagreement_score":0.27314234,"about_ca_system_score_codex":0.0008354582,"about_ca_system_score_gemma":0.0024922397,"threshold_uncertainty_score":0.9999626},"labels":[],"label_agreement":null},{"id":"W3029731339","doi":"","title":"Stay Gold: Ottawa University Literary Journal: Orientation to the Academy: EBSCO Discovery Service (EDS) Tutorial","year":2017,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service-orientation; Library science; Orientation (vector space); Service (business); Media studies; Computer science; Political science; Sociology; Business; Mathematics","score_opus":0.040749957741589855,"score_gpt":0.26243704811158747,"score_spread":0.22168709036999762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029731339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6201246,0.00020325635,0.00025395837,0.08711214,0.0054551656,0.00030189622,0.000092221024,0.00013974222,0.28631702],"genre_scores_gemma":[0.90058786,0.000058758833,0.00013539333,0.0020707294,0.0026995817,0.0000013537561,0.000025644908,0.0000112595835,0.09440939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991232,0.00017827703,0.0001580221,0.00013630524,0.00024404646,0.00016012909],"domain_scores_gemma":[0.99884945,0.00008998171,0.0001901114,0.0005777611,0.00020873944,0.00008394432],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00077966135,0.00009520108,0.000092214716,0.000073729665,0.0026611118,0.009670738,0.0014938039,0.000050911192,0.00032389842],"category_scores_gemma":[0.00013408613,0.00006494927,0.000055826553,0.000032203607,0.00006215628,0.0092500085,0.00029462902,0.00047064346,0.00013191455],"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":[0.00011690532,0.000071219394,0.0012003088,0.000010629576,0.00007354447,0.000004608994,0.077525124,0.000014682535,0.00007158546,0.58724946,0.31976017,0.013901743],"study_design_scores_gemma":[0.0002796723,0.000026409147,0.004947998,0.00001929617,0.000019766958,0.0000020457487,0.0029164345,0.00003853577,0.000013980364,0.0027497287,0.98887956,0.00010656006],"about_ca_topic_score_codex":0.0013537076,"about_ca_topic_score_gemma":0.003443134,"teacher_disagreement_score":0.6691194,"about_ca_system_score_codex":0.00006952315,"about_ca_system_score_gemma":0.000063720385,"threshold_uncertainty_score":0.99863726},"labels":[],"label_agreement":null},{"id":"W3037876330","doi":"10.20360/langandlit29516","title":"Click Here: Unsettling Scholarly Writing Practices and Knowledge Representation","year":2020,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Conversation; Representation (politics); Interpretation (philosophy); Wonder; Perspective (graphical); Order (exchange); Sociology; The arts; Epistemology; Aesthetics; Visual arts; Linguistics; Art; Philosophy; Political science; Communication; Law","score_opus":0.06861572593015032,"score_gpt":0.33551806084062696,"score_spread":0.26690233491047666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037876330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580778,0.0113498,0.00001646992,0.0041736662,0.000059570084,0.00007529533,0.000010265456,0.00009545381,0.026141675],"genre_scores_gemma":[0.9962204,0.00014995679,0.0004198079,0.0012816087,0.0006943935,0.000005750084,0.000055669938,0.000011185415,0.0011611944],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992833,0.00015651537,0.0001778459,0.0001916076,0.00008229332,0.00010843082],"domain_scores_gemma":[0.99922884,0.00025339783,0.00016809761,0.00015924916,0.000108388485,0.00008202132],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00032664678,0.00008164624,0.000100565616,0.000042665033,0.0003779332,0.005571567,0.00010328827,0.00003178225,0.00009334365],"category_scores_gemma":[0.00080401066,0.00007372792,0.00002042195,0.00005078826,0.00004622688,0.006692556,0.00009989856,0.00031805874,0.000016894895],"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":[0.000029831692,0.000037050766,0.009492071,0.000107104126,0.000026001871,0.000017638129,0.85933465,2.2353686e-7,0.0012519609,0.02132295,0.0011035112,0.10727701],"study_design_scores_gemma":[0.0012174436,0.0001740043,0.008994127,0.00025879746,0.00008605971,0.000027662283,0.1943085,0.0025866635,0.00026803237,0.0009685829,0.7906025,0.000507627],"about_ca_topic_score_codex":0.00040288497,"about_ca_topic_score_gemma":0.0000721427,"teacher_disagreement_score":0.789499,"about_ca_system_score_codex":0.000005351262,"about_ca_system_score_gemma":0.000012814778,"threshold_uncertainty_score":0.99546075},"labels":[],"label_agreement":null},{"id":"W3038279119","doi":"10.1177/1742766520921910","title":"The transnational reception of bestselling books between Canada and Australia","year":2020,"lang":"en","type":"article","venue":"Global Media and Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"Australian Research Council","keywords":"Media studies; History; Sociology; Political science","score_opus":0.07103813398326558,"score_gpt":0.24797961009581534,"score_spread":0.17694147611254976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038279119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612507,0.0015147461,0.000047315538,0.03399898,0.00007931352,0.000100940255,0.000093922805,0.000021320933,0.0028927452],"genre_scores_gemma":[0.9991773,0.00033079795,0.00016474663,0.00012020788,0.00006072321,0.0000049528726,0.00010479047,0.0000024261851,0.000034085177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993952,0.00012360014,0.00018616645,0.00007020764,0.0001531139,0.00007169661],"domain_scores_gemma":[0.99929714,0.0002529449,0.00008881917,0.00019323989,0.00010700178,0.000060876944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328606,0.000056565616,0.00007950366,0.0000072918624,0.0004116164,0.00020419326,0.00028000673,0.000026823054,0.000014189525],"category_scores_gemma":[0.00008483842,0.000045282122,0.000012814538,0.000030155126,0.0001827729,0.00026745297,0.00004972886,0.00014076161,4.4820345e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019358373,0.000008842421,0.01910549,0.00001841045,0.00003213422,7.327221e-8,0.012836361,0.0000023585708,0.00003114187,0.93786484,0.0021811172,0.027899845],"study_design_scores_gemma":[0.001015542,0.00014117589,0.34414074,0.00008269768,0.00015704382,0.0000030099593,0.0127134025,0.00090133277,0.00011527536,0.07020305,0.5700948,0.00043190544],"about_ca_topic_score_codex":0.06249277,"about_ca_topic_score_gemma":0.42964402,"teacher_disagreement_score":0.86766183,"about_ca_system_score_codex":0.00002524575,"about_ca_system_score_gemma":0.000053981566,"threshold_uncertainty_score":0.94375014},"labels":[],"label_agreement":null},{"id":"W3046106561","doi":"10.3138/jsp.51.4.11","title":"Why Would a Professor Self-Publish a Book?","year":2020,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publication; Publishing; Chose; Library science; Sociology; Political science; Computer science; Law","score_opus":0.0693201721835693,"score_gpt":0.24833134211095223,"score_spread":0.17901116992738292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046106561","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067972764,0.008576619,0.00035046987,0.7833197,0.002771727,0.0003549931,0.00004157469,0.00047954515,0.13613258],"genre_scores_gemma":[0.79756355,0.0002891505,0.0049729445,0.18474285,0.00944373,0.000017980357,0.000043547905,0.00013322257,0.0027929964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596673,0.0004978978,0.0012068425,0.00029379746,0.0015659103,0.0004687911],"domain_scores_gemma":[0.99251014,0.0002594887,0.0013551859,0.0004985227,0.0047290986,0.00064753694],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004489058,0.00027468606,0.000491252,0.0005277389,0.0008026235,0.18155812,0.0031918543,0.0003958036,0.0008706809],"category_scores_gemma":[0.01140328,0.00023272749,0.00032285016,0.00038160066,0.000103922706,0.3377886,0.00044218975,0.0080758175,0.00003648562],"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":[0.000075659766,0.0001657352,0.00076957414,0.000042485408,0.00020495395,0.000030240923,0.051181074,0.0000028136521,0.0002187196,0.048168696,0.8966836,0.002456465],"study_design_scores_gemma":[0.0010402327,0.0002716579,0.00028947048,0.00010554079,0.0000885185,0.00003757766,0.0073222294,0.00009470974,0.000041918265,0.0018983237,0.988539,0.00027086452],"about_ca_topic_score_codex":0.000116796764,"about_ca_topic_score_gemma":0.000054458036,"teacher_disagreement_score":0.7295908,"about_ca_system_score_codex":0.00018047777,"about_ca_system_score_gemma":0.00045800582,"threshold_uncertainty_score":0.9969241},"labels":[],"label_agreement":null},{"id":"W3085689209","doi":"","title":"LibGuides: ENG 103: First Year Seminar Writing Lab: Stop 3: Toronto, Ontario","year":2015,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Optometry; Mathematics education; Library science; Computer science; Medicine; Psychology","score_opus":0.059614087702823323,"score_gpt":0.25540138749425934,"score_spread":0.195787299791436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085689209","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012806553,0.0068458826,0.0000054661346,0.0013468248,0.0024182962,0.00026278486,0.00016427877,0.0005381276,0.9871377],"genre_scores_gemma":[0.010651007,0.0006947151,0.0012779318,0.00071443274,0.005219728,0.000056896388,0.0018190864,0.00014046341,0.9794257],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973566,0.00016650211,0.0007620945,0.0005048111,0.0006908899,0.00051911647],"domain_scores_gemma":[0.99701947,0.0003073446,0.00037463766,0.0013097217,0.0007774048,0.00021143159],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015926298,0.00047783632,0.0005881795,0.00012845633,0.000915024,0.0045218775,0.0015883076,0.00043899732,0.016912596],"category_scores_gemma":[0.00040549913,0.00043567707,0.00021663617,0.00003356518,0.00016197366,0.0031424023,0.0005323061,0.0013492429,0.00043943466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008293292,0.000052445892,0.00013315545,0.00006924502,0.00007423597,0.000004963378,0.05354266,0.0000011161711,4.0806395e-7,0.041303806,0.9036406,0.0011690643],"study_design_scores_gemma":[0.00028136664,0.00009303553,0.00004962273,0.0004469407,0.00007298605,0.000004050093,0.019323006,0.000014870793,0.000002075381,0.0008964447,0.9782506,0.00056499016],"about_ca_topic_score_codex":0.40785375,"about_ca_topic_score_gemma":0.8967524,"teacher_disagreement_score":0.48889866,"about_ca_system_score_codex":0.0014193878,"about_ca_system_score_gemma":0.00073012855,"threshold_uncertainty_score":0.9998095},"labels":[],"label_agreement":null},{"id":"W3092588921","doi":"10.11575/prism/29917","title":"The University of Calgary Library: The First 40 Years and Onwards: Focusing on the History of MacKimmie Library and Collection Development in the Special Collections Division","year":2006,"lang":"en","type":"article","venue":"Open MIND","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Division (mathematics); Collection development; History; Special collections; Computer science","score_opus":0.03129245159189326,"score_gpt":0.19092607282772336,"score_spread":0.1596336212358301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092588921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61278075,0.0004811592,0.0000019357901,0.005643774,0.00016678467,0.00034205554,0.000007577348,0.0000021306907,0.38057384],"genre_scores_gemma":[0.95400363,0.00017954074,0.00013882325,0.00008920014,0.00010383654,0.0000035348576,0.000012469972,0.000006947722,0.045461994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994658,0.0001829589,0.000113732414,0.00007909421,0.000098487246,0.000059919494],"domain_scores_gemma":[0.9993451,0.00036842987,0.000086915585,0.00017946026,0.000012153968,0.000007921273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036455676,0.000048629427,0.00006344476,0.000046636058,0.0011862216,0.0005212243,0.00039959294,0.000023236873,0.00032806193],"category_scores_gemma":[0.000015345455,0.000025897547,0.000016139738,0.000092330054,0.00028891384,0.0007744003,0.0002026587,0.0001528595,0.0000015350399],"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":[0.0004534423,0.00032277455,0.0056078234,0.000013144568,0.00006225633,0.000004046986,0.24594134,0.00001594967,0.000031088442,0.06154633,0.5963075,0.08969428],"study_design_scores_gemma":[0.00015593927,0.000028000868,0.04220718,0.000033771612,0.000007124025,5.860968e-7,0.004679541,0.000050871175,0.000035969442,0.0004677623,0.9522963,0.000036923822],"about_ca_topic_score_codex":0.00060771627,"about_ca_topic_score_gemma":0.0041395244,"teacher_disagreement_score":0.3559888,"about_ca_system_score_codex":0.00003499758,"about_ca_system_score_gemma":0.00012985447,"threshold_uncertainty_score":0.91235775},"labels":[],"label_agreement":null},{"id":"W3093410721","doi":"","title":"Reflections: Make a Paper Sundial","year":2001,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.021213036545468293,"score_gpt":0.22666514419330816,"score_spread":0.20545210764783986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093410721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657348,0.00019979551,0.000028033613,0.01784756,0.0009676029,0.000040956722,0.000011652882,0.000004358188,0.015165285],"genre_scores_gemma":[0.9933692,0.000003588063,0.00041260466,0.00038158256,0.00071278977,6.212297e-7,8.5662793e-7,0.0000055467867,0.005113218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992176,0.00006638213,0.00031121162,0.000043910743,0.0002315927,0.00012926852],"domain_scores_gemma":[0.99926776,0.000070631075,0.0002946033,0.00015711252,0.00014462818,0.0000652464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035031865,0.00006036749,0.00013518882,0.0000093671115,0.00030336203,0.00013461619,0.00044704042,0.000027007249,0.00037793044],"category_scores_gemma":[0.000049553055,0.00004021287,0.0002451533,0.000022527118,0.000103156664,0.00020009206,0.00005585336,0.00038247497,4.649389e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014326703,0.00017921238,0.009124906,0.000013414623,0.00042771813,5.7964735e-7,0.0057414374,0.0066166734,0.00014260241,0.009318625,0.9624168,0.0058747437],"study_design_scores_gemma":[0.00027599168,0.000045163513,0.015564276,0.00002238158,0.000025701942,0.0000018750607,0.0016232482,0.000304346,0.000015882379,0.00039374494,0.9816696,0.00005776421],"about_ca_topic_score_codex":0.097519845,"about_ca_topic_score_gemma":0.35794812,"teacher_disagreement_score":0.26042828,"about_ca_system_score_codex":0.0002512141,"about_ca_system_score_gemma":0.0005533344,"threshold_uncertainty_score":0.9084898},"labels":[],"label_agreement":null},{"id":"W3095025847","doi":"","title":"LibGuides: International Students' Guide to the Dalhousie Libraries: Citation Management Software","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Software; Computer science; Political science; Programming language","score_opus":0.036689709677116364,"score_gpt":0.2882333612279529,"score_spread":0.2515436515508365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095025847","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015462465,0.0004700514,0.002067517,0.01912911,0.009648695,0.0008424048,0.00037365215,0.0006742268,0.9666397],"genre_scores_gemma":[0.0006979549,0.0005263368,0.009687376,0.012715377,0.0070710024,0.00027769592,0.0028604106,0.00010610924,0.9660577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969923,0.00018042025,0.0007420848,0.00049770623,0.0012587738,0.00032873944],"domain_scores_gemma":[0.9972239,0.0002621973,0.00031471183,0.0014110643,0.000683978,0.000104147664],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011861593,0.00036590284,0.00027379484,0.0004704675,0.0010006516,0.012049788,0.0052613886,0.00015879002,0.0069897436],"category_scores_gemma":[0.00055260095,0.00025499574,0.00016535682,0.00012208217,0.00019803477,0.0020396307,0.0017239333,0.00051587186,0.001445266],"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":[0.000012106373,0.000058295744,0.00006293134,0.00003454933,0.00029294772,0.0000025059128,0.015743077,0.0000037144412,7.6971745e-8,0.07205286,0.9040366,0.0077003534],"study_design_scores_gemma":[0.00019672827,0.00005974798,0.00030032312,0.00023696425,0.000077735844,0.0000010616761,0.0052146204,0.000013489667,0.0000014073802,0.0030546363,0.9905121,0.00033121218],"about_ca_topic_score_codex":0.0006237835,"about_ca_topic_score_gemma":0.0019276792,"teacher_disagreement_score":0.08647549,"about_ca_system_score_codex":0.00013280376,"about_ca_system_score_gemma":0.00009988639,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W3100974471","doi":"10.22230/src.2020v11n2a361","title":"Canadian Scholarly Journal Publishing: The Knowledge Economy Calls","year":2020,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Political science; Humanities; Library science; Art; Computer science","score_opus":0.18862033181697233,"score_gpt":0.3306281620900028,"score_spread":0.14200783027303046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100974471","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04079276,0.019380083,0.000021430938,0.4951313,0.00018569385,0.00043779254,0.000025691379,0.00009193369,0.4439333],"genre_scores_gemma":[0.9916237,0.0015400186,0.00015702128,0.0032388223,0.00071049767,0.000043245498,0.000065576816,0.000028745913,0.0025923543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994926,0.0031989734,0.00044430039,0.00028005682,0.00056253705,0.0005881494],"domain_scores_gemma":[0.9929247,0.00087929796,0.0001476393,0.0012639457,0.003909537,0.00087486225],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.013808606,0.00016849196,0.00018246226,0.00042877678,0.008801656,0.11935099,0.0041055763,0.00017921001,0.0003811163],"category_scores_gemma":[0.0073394994,0.00012397043,0.00008030434,0.00037254367,0.0007155992,0.045934316,0.00089963543,0.007523318,0.00024185338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035142806,0.000078179306,0.0015357013,0.000028724384,0.00009260103,0.0000036636309,0.11704148,0.0000026003993,0.00006930547,0.67940974,0.16911235,0.032590516],"study_design_scores_gemma":[0.0003369569,0.00008954683,0.001699319,0.000051799772,0.000011430906,0.000013100742,0.012884665,0.0003192466,0.000009110183,0.023103775,0.96132106,0.00015998479],"about_ca_topic_score_codex":0.033620857,"about_ca_topic_score_gemma":0.119544074,"teacher_disagreement_score":0.95083094,"about_ca_system_score_codex":0.00034509602,"about_ca_system_score_gemma":0.0011968187,"threshold_uncertainty_score":0.99476635},"labels":[],"label_agreement":null},{"id":"W3101329977","doi":"","title":"LibGuides: Vancouver referencing guide: Chapter/Paper in an E-book","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06463530652696899,"score_gpt":0.2770208882201911,"score_spread":0.21238558169322214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101329977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008121444,0.002063156,0.000007290161,0.0007697798,0.003404475,0.000247343,0.00007084326,0.0003819228,0.99224305],"genre_scores_gemma":[0.010213408,0.0010399714,0.00078130787,0.0076673897,0.0048776814,0.000058986465,0.0007127485,0.00014992931,0.97449857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734676,0.00019767907,0.0009409323,0.00059361034,0.000464915,0.0004561167],"domain_scores_gemma":[0.9971719,0.00014549511,0.00033696485,0.0016277997,0.00058357633,0.00013426733],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010927523,0.00044920118,0.0005245486,0.0005357584,0.00046516713,0.0025375574,0.001627597,0.00041146015,0.029584419],"category_scores_gemma":[0.00025576705,0.00038016363,0.00013454538,0.00005080118,0.0002480189,0.005832643,0.00033803185,0.0010798943,0.00040219416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007674331,0.000048019283,0.000020287256,0.000034447206,0.000023576698,0.0000052013283,0.00990226,5.6549374e-7,0.0000058204023,0.057216465,0.9294246,0.0033110713],"study_design_scores_gemma":[0.00023055176,0.00012763716,0.000034930374,0.00034494838,0.000025371122,0.0000013507572,0.0024228392,0.00005133068,0.000007299213,0.0033614372,0.9928642,0.0005280953],"about_ca_topic_score_codex":0.008451215,"about_ca_topic_score_gemma":0.26830763,"teacher_disagreement_score":0.25985643,"about_ca_system_score_codex":0.00019269495,"about_ca_system_score_gemma":0.0002350143,"threshold_uncertainty_score":0.99986506},"labels":[],"label_agreement":null},{"id":"W3101337660","doi":"10.1093/wentk/9780190628031.003.0004","title":"Some Publishing History","year":2019,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Quarter (Canadian coin); Period (music); History; Economic history; Political science; Library science; Art; Archaeology; Law; Computer science; Aesthetics","score_opus":0.0652885460832751,"score_gpt":0.1856306395031647,"score_spread":0.12034209341988959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101337660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024290128,0.0010140239,0.0000037739653,0.00013559009,0.0013516519,0.00019917823,0.00012087159,0.00024786044,0.99690276],"genre_scores_gemma":[0.0006109471,0.000269473,0.00003114955,0.0002765692,0.0006945507,3.8687566e-7,0.00018845424,0.000051597293,0.9978769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988562,0.000052109688,0.00018214218,0.00034784205,0.00032952207,0.00023217982],"domain_scores_gemma":[0.9982954,0.000090195135,0.0003203215,0.0009407441,0.00024820768,0.000105124396],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00024255257,0.00027859356,0.0003081782,0.00027634343,0.00034184294,0.001282244,0.0014203105,0.00034125271,0.0005108409],"category_scores_gemma":[0.000023243932,0.0003215281,0.00021257564,0.0000013503386,0.0002627504,0.0035059983,0.00056390784,0.0012176132,0.000012395432],"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":[0.000019734156,0.0000061502255,5.2246344e-7,0.000034116656,0.00007230479,0.000010193615,0.0031538093,5.559703e-7,9.498663e-7,0.85670453,0.13805296,0.0019441657],"study_design_scores_gemma":[0.0002792353,0.000029491603,0.0000013642691,0.00011425577,0.0000934441,0.0000011723251,0.00017769587,0.000015246208,7.6525123e-7,0.003929575,0.9949893,0.0003685023],"about_ca_topic_score_codex":0.00040568106,"about_ca_topic_score_gemma":0.00019534615,"teacher_disagreement_score":0.8569363,"about_ca_system_score_codex":0.00069801166,"about_ca_system_score_gemma":0.00026585697,"threshold_uncertainty_score":0.9999237},"labels":[],"label_agreement":null},{"id":"W3112379532","doi":"10.29173/writingacrossuofa9","title":"Welcome to the Inaugural Issue of Writing across the University of Alberta","year":2020,"lang":"en","type":"article","venue":"Writing across the University of Alberta","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; Computer science","score_opus":0.027006885876877017,"score_gpt":0.23121054253586004,"score_spread":0.20420365665898302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112379532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9191154,0.00014048672,0.00003139382,0.053572707,0.00011154618,0.00021178878,0.00009210932,0.000023172886,0.026701381],"genre_scores_gemma":[0.99135244,0.000028665703,0.000064326814,0.0005536681,0.00018131446,1.1056038e-7,0.000017256782,0.000012256788,0.007789957],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986154,0.00029853362,0.00026173523,0.00021739726,0.00028596798,0.00032100832],"domain_scores_gemma":[0.99719536,0.0012952777,0.00036329363,0.00073489663,0.00033258263,0.00007856405],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00093335606,0.00014958649,0.00028120336,0.000023987814,0.0026592435,0.00021972688,0.0025091502,0.00006772153,0.0003966107],"category_scores_gemma":[0.000441195,0.00011032106,0.00019266002,0.00020174812,0.0010643177,0.00062188186,0.0010867647,0.0004670235,0.000055414897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017867413,0.00007307372,0.0038598776,0.000097956035,0.00014829155,0.0000023135708,0.9506111,0.00030701642,0.0003504488,0.022638226,0.019161953,0.0025710585],"study_design_scores_gemma":[0.0005418204,0.00010444546,0.006290482,0.00013963834,0.000058965605,0.000002518326,0.49627617,0.00078827055,0.00016978497,0.000073397794,0.49537167,0.0001828285],"about_ca_topic_score_codex":0.07147158,"about_ca_topic_score_gemma":0.047765672,"teacher_disagreement_score":0.47620973,"about_ca_system_score_codex":0.00003818987,"about_ca_system_score_gemma":0.00004616913,"threshold_uncertainty_score":0.99863917},"labels":[],"label_agreement":null},{"id":"W3118671895","doi":"","title":"How to Land a Job: Tips from an Employer","year":2017,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Labour economics; Economics","score_opus":0.033070429042632535,"score_gpt":0.24495896441066628,"score_spread":0.21188853536803376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118671895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8378908,0.00016118061,0.00048462968,0.0045553446,0.002442483,0.00035063954,0.00021542567,0.000309215,0.1535903],"genre_scores_gemma":[0.93746424,0.0000045327865,0.00079274195,0.0006075682,0.0032161619,0.00010052372,0.000084235064,0.00005399392,0.057675976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749374,0.00022843697,0.00041822542,0.00067754346,0.00072998396,0.0004520394],"domain_scores_gemma":[0.9965919,0.00009555182,0.00031087734,0.0021086175,0.00045360334,0.00043942814],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004502116,0.0003814116,0.0003781679,0.00014232607,0.007831934,0.009291567,0.0019962396,0.0001776903,0.0001900507],"category_scores_gemma":[0.00041956463,0.00036300987,0.00018640704,0.00005798411,0.00079341454,0.0045549464,0.000435977,0.0005774473,0.00010450967],"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":[0.0016864863,0.0017293309,0.18616785,0.00013517038,0.0012116681,0.00090426434,0.06952246,0.001078116,0.012923018,0.58179104,0.12504433,0.017806252],"study_design_scores_gemma":[0.00069133553,0.00016316638,0.040391568,0.00010669078,0.00004965012,0.000046673616,0.0018545472,0.00035409318,0.00031107749,0.0009892666,0.9544587,0.0005832207],"about_ca_topic_score_codex":0.005358421,"about_ca_topic_score_gemma":0.0036247117,"teacher_disagreement_score":0.82941437,"about_ca_system_score_codex":0.00027348005,"about_ca_system_score_gemma":0.0004037296,"threshold_uncertainty_score":0.99988216},"labels":[],"label_agreement":null},{"id":"W3119460267","doi":"10.3138/jsp.52.2.04","title":"Scholarship, Money, and Prose: Behind the Scenes at an Academic Journal by Michael Chibnik.","year":2021,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Art; Media studies; Sociology; History; Literature; Political science; Law","score_opus":0.05501574853513693,"score_gpt":0.26826488417916505,"score_spread":0.21324913564402811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119460267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039731,0.039989293,0.000034196382,0.05063608,0.0013515602,0.000107474894,0.000036300164,0.000038224665,0.0038337477],"genre_scores_gemma":[0.98335814,0.0024853246,0.001118511,0.0034878433,0.003472721,0.0000044491635,0.000041790594,0.00006472676,0.0059664813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950541,0.0012693526,0.0012398836,0.00031383135,0.0016033308,0.00051950203],"domain_scores_gemma":[0.99300534,0.00040504627,0.0014640279,0.00064102403,0.003903111,0.0005814389],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0120646935,0.00030025354,0.00042781534,0.0003767592,0.0033183321,0.15769565,0.0025434105,0.00035637282,0.00025035668],"category_scores_gemma":[0.007992551,0.00021170404,0.0002022407,0.0001886641,0.00031261586,0.21587001,0.0006791007,0.009733679,0.000008050327],"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":[0.00050309405,0.0009653432,0.13127996,0.00013552027,0.0010662758,0.0002754494,0.19904143,0.000040334442,0.07440053,0.054192353,0.45449734,0.0836024],"study_design_scores_gemma":[0.002075319,0.00031576134,0.023634035,0.0005123653,0.00022658933,0.003796848,0.017734967,0.000071785806,0.0012009286,0.016978819,0.932865,0.0005875583],"about_ca_topic_score_codex":0.0000638695,"about_ca_topic_score_gemma":0.00025461122,"teacher_disagreement_score":0.4783677,"about_ca_system_score_codex":0.00027182934,"about_ca_system_score_gemma":0.00048217297,"threshold_uncertainty_score":0.9979792},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3120279157","doi":"","title":"Research guides: LibrarySearch Tips: Frequently Asked Questions","year":2020,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frequently asked questions; Psychology; Medical education; Medicine","score_opus":0.2641478682179948,"score_gpt":0.37506862069690017,"score_spread":0.11092075247890537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120279157","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000047473877,0.004362819,0.000021355745,0.048821006,0.0011206081,0.00042781726,0.00038828215,0.00073605514,0.9440746],"genre_scores_gemma":[0.017528273,0.002992768,0.0015234997,0.0025425963,0.007869189,0.00021997998,0.0042920797,0.00018108722,0.9628505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995245,0.0013941395,0.0006978715,0.00062885124,0.0013583006,0.0006758618],"domain_scores_gemma":[0.995836,0.0009795789,0.0001553627,0.0015339372,0.001186765,0.0003083303],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022282267,0.00034241748,0.00045327752,0.00080570875,0.0016771145,0.008594532,0.003031117,0.00039583517,0.01351277],"category_scores_gemma":[0.0015083024,0.0002967408,0.0002174218,0.0002892493,0.00088940916,0.00279766,0.0007080072,0.0042176563,0.0029980738],"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":[0.0000052189484,0.000054928678,0.0000056279814,0.00004776891,0.000042970943,0.00000546804,0.005446896,2.397073e-7,0.0000025661145,0.37854078,0.61377233,0.002075181],"study_design_scores_gemma":[0.00013092547,0.00012292173,0.000017752533,0.00043308825,0.000023110311,0.0000026235741,0.003860462,0.00008630529,0.0000069218336,0.036702868,0.9582826,0.00033045042],"about_ca_topic_score_codex":0.003845671,"about_ca_topic_score_gemma":0.0010870812,"teacher_disagreement_score":0.34451023,"about_ca_system_score_codex":0.00020886293,"about_ca_system_score_gemma":0.0010930853,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W3123336264","doi":"10.1017/eso.2020.76","title":"Marketing Love: Romance Publishers Mills &amp; Boon and Harlequin Enterprises, 1930–1990","year":2021,"lang":"en","type":"article","venue":"Enterprise & Society","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Romance; Promotion (chess); Product (mathematics); Publishing; Marketing; Standardization; Reading (process); Business; Advertising; Management; Economics; Political science; Art; Law; Literature","score_opus":0.022298453071962102,"score_gpt":0.23624840084764262,"score_spread":0.21394994777568052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123336264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.853518,0.013196025,0.00038909898,0.0061003333,0.001440267,0.00022658562,0.000083039144,0.00028236705,0.12476427],"genre_scores_gemma":[0.9546812,0.0014982522,0.0021616158,0.0025800727,0.00058049837,0.000018404757,0.00024379946,0.00005221795,0.03818394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980516,0.00032569686,0.00038629633,0.00047040347,0.00035798657,0.0004080493],"domain_scores_gemma":[0.9984082,0.00028065196,0.00018346077,0.0007234442,0.00024839665,0.00015587766],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012066088,0.00024290767,0.0002664862,0.000037866368,0.00053430005,0.004994961,0.00048507444,0.00011275712,0.0016659002],"category_scores_gemma":[0.000456107,0.00024382968,0.00026952958,0.00008935261,0.00022493531,0.0031986828,0.0004507594,0.0006241683,0.000102918515],"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":[0.000048575253,0.0002665012,0.016754251,0.0001295492,0.00021867955,0.000009277211,0.13605759,0.0000021450721,0.0011169075,0.0009490056,0.8371102,0.0073373327],"study_design_scores_gemma":[0.00052092137,0.000017711922,0.005891162,0.00019293245,0.000039709365,0.000009606966,0.011491683,0.000093824354,0.00006671242,0.0002990191,0.98105687,0.00031982697],"about_ca_topic_score_codex":0.0001578409,"about_ca_topic_score_gemma":0.0005365756,"teacher_disagreement_score":0.14394669,"about_ca_system_score_codex":0.0001295664,"about_ca_system_score_gemma":0.000088664056,"threshold_uncertainty_score":0.9992467},"labels":[],"label_agreement":null},{"id":"W3123417398","doi":"10.5703/1288284317201","title":"Rejuvenating Green OA for a Greener Pasture","year":2020,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Dove; Context (archaeology); Revenue; Computer science; Operations research; World Wide Web; Business; Engineering; Marketing; Geography","score_opus":0.09464157587558984,"score_gpt":0.2484099842581829,"score_spread":0.15376840838259304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123417398","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042088322,0.00031817055,0.0028002327,0.24132636,0.00034199163,0.00044667732,0.00006723437,0.00062998664,0.71198106],"genre_scores_gemma":[0.9758766,0.0000016401095,0.0014249111,0.007969328,0.0008104753,0.0000237361,0.00004434869,0.00001253016,0.013836428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995642,0.00002627975,0.0001160078,0.00010664324,0.0000841496,0.000102731596],"domain_scores_gemma":[0.999578,0.000066791894,0.000042607688,0.00014792323,0.00011352837,0.000051130424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015843632,0.000058684403,0.00007505409,0.00001889283,0.00029663448,0.00054906897,0.00026867405,0.000025637473,0.00037141182],"category_scores_gemma":[0.00014089943,0.00004544888,0.00005070678,0.000021352102,0.000025883972,0.000625092,0.00005722616,0.00013134837,0.00003015984],"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":[0.00002055672,0.000024520714,0.00048809833,0.000033132143,0.000030514328,5.0565035e-7,0.05332979,0.0000035282856,0.00014612418,0.72829396,0.18691856,0.0307107],"study_design_scores_gemma":[0.0002008155,0.000054862794,0.00011329166,0.000005572215,0.0000073136234,2.1760235e-7,0.002227136,0.0017416694,0.000021756661,0.0027992376,0.9927418,0.000086296925],"about_ca_topic_score_codex":0.000443516,"about_ca_topic_score_gemma":0.0009358255,"teacher_disagreement_score":0.9337883,"about_ca_system_score_codex":0.000007573071,"about_ca_system_score_gemma":0.000011330896,"threshold_uncertainty_score":0.5294685},"labels":[],"label_agreement":null},{"id":"W3127425387","doi":"10.1353/vpr.2020.0046","title":"Confused and Ill-Arranged: Reading Miscellaneity with Enquire Within","year":2020,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","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":"Miscellany; Meaning (existential); Reading (process); Randomness; Index (typography); Period (music); History; Literature; Linguistics; Philosophy; Classics; Epistemology; Computer science; Art; Statistics; Aesthetics; Mathematics","score_opus":0.045115165945143546,"score_gpt":0.23576744715872958,"score_spread":0.19065228121358602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127425387","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09828865,0.3633967,0.00011404821,0.190751,0.0014450714,0.0032247233,0.0002098734,0.0013488524,0.34122106],"genre_scores_gemma":[0.96999514,0.0132899815,0.00032546662,0.014302538,0.000923614,0.000055243774,0.000080883234,0.00004035423,0.0009867717],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871296,0.0002320807,0.00034383568,0.000278652,0.00025547488,0.00017700919],"domain_scores_gemma":[0.99899006,0.00006713991,0.00016297394,0.00035562136,0.00016328649,0.00026094628],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005295284,0.00017775876,0.00040612245,0.000024001456,0.00047340736,0.001076054,0.00032761518,0.00005129369,0.0013751133],"category_scores_gemma":[0.00046474673,0.0001263346,0.000052035077,0.00006751131,0.00028106847,0.00040676768,0.00006642942,0.00035564357,0.00008731933],"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":[0.00023450039,0.0002803933,0.0036164229,0.018089028,0.00042343026,0.00009995153,0.41420254,0.0000011491568,0.0015150628,0.38493633,0.14423132,0.032369893],"study_design_scores_gemma":[0.00025657206,0.00010368441,0.00005739879,0.0011246491,0.00006319836,0.0000062749937,0.000444903,0.000022137623,0.000012140789,0.000041806565,0.9976684,0.00019885667],"about_ca_topic_score_codex":0.00006755733,"about_ca_topic_score_gemma":0.00011775089,"teacher_disagreement_score":0.8717065,"about_ca_system_score_codex":0.000017389291,"about_ca_system_score_gemma":0.000070166796,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W3127710525","doi":"10.51357/jei.v2i1.135","title":"Editorial: Renewal and Reinvigoration","year":2021,"lang":"en","type":"editorial","venue":"Journal of Educational Informatics","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Economics","score_opus":0.018428162222456523,"score_gpt":0.2711640493581857,"score_spread":0.2527358871357292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127710525","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017802394,0.0009773234,0.000006682078,0.0018051871,0.97965336,0.00004375875,0.00006040092,0.000005022347,0.01727022],"genre_scores_gemma":[0.00022792644,0.0007476689,0.0010527574,0.0000747015,0.9927231,0.000003193829,0.0007643579,0.000015101273,0.004391187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976889,0.000086492386,0.0010734742,0.0000526183,0.000986714,0.00011183667],"domain_scores_gemma":[0.9929166,0.0013330883,0.001645152,0.0002420777,0.0037641716,0.000098898214],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011965062,0.000153766,0.0002997124,0.0002424845,0.00027394426,0.002326118,0.00039781423,0.00030162508,0.0002727023],"category_scores_gemma":[0.0049498277,0.00013446569,0.000098850964,0.000046528534,0.000101046084,0.0027002278,0.000074889285,0.0012237487,0.000011347744],"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":[0.000009795296,0.00004512252,0.000003578909,0.00007524074,0.00005768598,1.16419514e-7,0.012946854,0.0000046110404,7.133509e-7,0.012268245,0.9743858,0.00020225567],"study_design_scores_gemma":[0.00020119322,0.00006942459,0.000002535058,0.00023104587,0.00006833664,0.000004997169,0.0028307533,0.000015227823,0.0000010072694,0.005835975,0.9906049,0.00013463857],"about_ca_topic_score_codex":0.000040519873,"about_ca_topic_score_gemma":0.00007936236,"teacher_disagreement_score":0.016219085,"about_ca_system_score_codex":0.00014407189,"about_ca_system_score_gemma":0.0021742785,"threshold_uncertainty_score":0.99870956},"labels":[],"label_agreement":null},{"id":"W3128009628","doi":"10.26443/mjm.v12i1.714","title":"Figuring the Social - Book Review","year":2009,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Figuring; Medicine; Psychoanalysis; Gerontology; Psychology; Optics","score_opus":0.07585981842214147,"score_gpt":0.3116417176163556,"score_spread":0.23578189919421416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128009628","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042623657,0.21233416,0.0000051962247,0.58788955,0.00046839757,0.00006847773,0.0000022990166,0.000015936941,0.19878975],"genre_scores_gemma":[0.45481065,0.056407075,0.00003909562,0.4620726,0.007414924,0.0000018040461,0.0000067557667,0.000015767047,0.019231344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991533,0.000113486196,0.0003338663,0.000034056276,0.00028290364,0.00008234958],"domain_scores_gemma":[0.999255,0.00007030569,0.00028926085,0.00012895097,0.0002219635,0.000034526467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013975288,0.00005599335,0.00017779005,0.000045765348,0.00057124894,0.000051122726,0.00039619947,0.000014506502,0.0011175703],"category_scores_gemma":[0.00030064982,0.000027896747,0.000062975385,0.000029079949,0.00008745441,0.0005137457,0.000013006512,0.00037865492,0.000007335276],"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":[0.0000060323055,0.00001550871,7.9242113e-7,0.000019510211,0.000013500608,0.0000044785047,0.0024289328,1.519992e-7,0.000034602795,0.023850538,0.9434827,0.030143257],"study_design_scores_gemma":[0.00026378132,0.00013499655,0.0001776775,0.00092976907,0.000051538336,0.000033587825,0.00034176296,0.0000012980769,0.000004429994,0.0011122929,0.9969161,0.00003276089],"about_ca_topic_score_codex":0.000009040259,"about_ca_topic_score_gemma":0.000003206329,"teacher_disagreement_score":0.4543844,"about_ca_system_score_codex":0.000023744313,"about_ca_system_score_gemma":0.00001081533,"threshold_uncertainty_score":0.99979556},"labels":[],"label_agreement":null},{"id":"W3131482635","doi":"","title":"Guides: Women's Studies: Finding Scholarly Publications","year":2015,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.23455117243686527,"score_gpt":0.3428333489263744,"score_spread":0.10828217648950914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131482635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009514387,0.01106315,0.000009608862,0.011246067,0.0037879494,0.00034186372,0.00031411517,0.0009805276,0.97130525],"genre_scores_gemma":[0.0047977488,0.0015459682,0.00064317544,0.0029694159,0.0038717475,0.00046590602,0.0015489474,0.00011140979,0.9840457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968517,0.00029505903,0.0008525676,0.00054157944,0.00085617654,0.0006029575],"domain_scores_gemma":[0.99313366,0.0004844069,0.00053272635,0.0017943879,0.0037786204,0.0002762079],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033844002,0.0004470589,0.0006474852,0.00083785946,0.0013457816,0.01605012,0.002368743,0.00033193536,0.0039041268],"category_scores_gemma":[0.006411578,0.00037425847,0.00016085495,0.00020551594,0.0003651211,0.010087461,0.00066116796,0.0016808352,0.00091579964],"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":[0.000002169507,0.000043580658,0.000010857964,0.00005288048,0.0002217097,6.160064e-7,0.04166591,4.5261785e-7,5.141094e-7,0.18341288,0.7733939,0.0011944894],"study_design_scores_gemma":[0.0001932564,0.0000614279,0.000005083229,0.00015668952,0.000047386886,0.0000019929691,0.054657836,0.0000071584313,5.7560436e-7,0.021068051,0.9233666,0.0004339115],"about_ca_topic_score_codex":0.00030115346,"about_ca_topic_score_gemma":0.00072057504,"teacher_disagreement_score":0.16234483,"about_ca_system_score_codex":0.0010032656,"about_ca_system_score_gemma":0.0007567187,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W3134156611","doi":"","title":"LibGuides: International Students' Guide to the Dalhousie Libraries: Tips on the Research Process","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Library science; Political science; Computer science; Geography","score_opus":0.13135992654458092,"score_gpt":0.3790026274501078,"score_spread":0.2476427009055269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134156611","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001012798,0.00026637153,0.000014349802,0.121629536,0.0032779216,0.000827291,0.00021621073,0.000232115,0.8725234],"genre_scores_gemma":[0.015036843,0.00028455802,0.000096870746,0.016216986,0.012622066,0.0004946689,0.0004973399,0.00011166314,0.954639],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99484116,0.00079742726,0.00065644126,0.00054780394,0.0026426825,0.00051447283],"domain_scores_gemma":[0.9935765,0.0019558864,0.0002168879,0.002188376,0.0019483531,0.000113952854],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006253942,0.00034175089,0.00026727858,0.000436372,0.002794212,0.019393617,0.011754199,0.0002038149,0.008815917],"category_scores_gemma":[0.0040660086,0.00016754064,0.00013731801,0.00022184054,0.00073094,0.0013946182,0.001909711,0.0020929067,0.0022564447],"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":[0.000023602533,0.00007845448,0.000022400802,0.00001324175,0.00011107029,0.0000010995626,0.03250694,0.0000010911823,2.3767569e-7,0.17682543,0.78972316,0.00069324387],"study_design_scores_gemma":[0.00010171986,0.00014836938,0.00004663918,0.0002948926,0.000015865762,0.0000015573066,0.014022272,0.000021659911,0.000011391652,0.0066677,0.97843814,0.00022982131],"about_ca_topic_score_codex":0.0011976407,"about_ca_topic_score_gemma":0.0027512389,"teacher_disagreement_score":0.18871494,"about_ca_system_score_codex":0.00012383118,"about_ca_system_score_gemma":0.00047299132,"threshold_uncertainty_score":0.99852043},"labels":[],"label_agreement":null},{"id":"W3140427384","doi":"","title":"Publishers' representatives: an analysis of an independent commissioned rep agency in the Canadian trade book industry","year":2009,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Library science; Political science; Management; Engineering; Economics; Sociology; Computer science; Social science","score_opus":0.03144618201080805,"score_gpt":0.258194383340559,"score_spread":0.22674820132975093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140427384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72321004,0.00017457528,6.257743e-7,0.00075951236,0.00016520864,0.00029005227,0.00014964632,0.000044575558,0.2752058],"genre_scores_gemma":[0.9716966,0.00003630362,0.000014921264,0.00031536142,0.0000679483,0.00000210789,0.007419944,0.000018582605,0.020428205],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99727005,0.0010273231,0.00039596466,0.0004679419,0.0005353746,0.00030332783],"domain_scores_gemma":[0.9977239,0.00009300511,0.00041737655,0.0012783828,0.000220184,0.00026717922],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007978354,0.00026894233,0.00043673624,0.0028604737,0.0007967537,0.0014185791,0.002128561,0.0006405045,0.0009647567],"category_scores_gemma":[0.00010771377,0.0002540628,0.00021314873,0.0010545728,0.00011826795,0.0052805375,0.000029846298,0.0018940942,0.0000022122656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00098431,0.0037457277,0.3647561,0.00018360077,0.003642193,0.001028413,0.33461607,0.0013211275,0.000009825951,0.09403036,0.16803738,0.027644895],"study_design_scores_gemma":[0.00044880822,0.00013315877,0.11403055,0.00006595066,0.0008057729,6.3709846e-9,0.62853414,0.00025179065,0.00001613436,0.00035724507,0.254969,0.0003874534],"about_ca_topic_score_codex":0.37397707,"about_ca_topic_score_gemma":0.99799067,"teacher_disagreement_score":0.6240136,"about_ca_system_score_codex":0.00036158485,"about_ca_system_score_gemma":0.0006098311,"threshold_uncertainty_score":0.9999912},"labels":[],"label_agreement":null},{"id":"W3153502575","doi":"10.29173/pathfinder44","title":"Indigenous Knowledges and Scholarly Publishing","year":2021,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Indigenous; Racism; Sociology; White (mutation); Traditional knowledge; Knowledge production; Media studies; Public relations; Social science; Political science; Gender studies; Law; Computer science","score_opus":0.07401054977241509,"score_gpt":0.3146988440788932,"score_spread":0.24068829430647812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153502575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829051,0.0016663043,0.00007853561,0.002739398,0.0018124783,0.00025818657,0.0000974119,0.000017523349,0.010425095],"genre_scores_gemma":[0.9962268,0.000056293215,0.00020113954,0.0015314372,0.00019781885,0.000023480075,0.000025688476,0.0000071723052,0.0017301829],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807435,0.00007820123,0.00041292422,0.00016266732,0.0008083477,0.00046352926],"domain_scores_gemma":[0.9953413,0.00008888152,0.00020714896,0.00019280655,0.0034468253,0.0007230286],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0037518155,0.00012739778,0.00015050202,0.00065999443,0.0057541737,0.0673463,0.00074753043,0.000079290694,0.000071766146],"category_scores_gemma":[0.001829603,0.00010578014,0.000043654556,0.00022359872,0.0003267187,0.059506856,0.00017292432,0.0006037954,0.00000780174],"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":[0.000009475227,0.000035274432,0.16377151,0.000044317694,0.000054415756,0.00000735502,0.6827646,0.0000022760664,0.000026596093,0.061439317,0.0080716945,0.083773166],"study_design_scores_gemma":[0.0010357017,0.00009605157,0.38237602,0.00025432222,0.00002806354,0.00009718436,0.08328231,0.000026687736,0.00003099755,0.0058408147,0.52654797,0.0003838971],"about_ca_topic_score_codex":0.0023944415,"about_ca_topic_score_gemma":0.008012163,"teacher_disagreement_score":0.5994823,"about_ca_system_score_codex":0.00013519806,"about_ca_system_score_gemma":0.0028459267,"threshold_uncertainty_score":0.9955402},"labels":[],"label_agreement":null},{"id":"W3156188181","doi":"10.3138/jsp.52.3.04","title":"Book Publishing in the Humanities and Social Sciences in Australia, Part Two: Author Motivation, Audience, and Publishing Knowledge","year":2021,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Reputation; Publication; Sociology; Public relations; Media studies; Social science; Political science; Advertising; Business","score_opus":0.20457391895813953,"score_gpt":0.32264896037722224,"score_spread":0.1180750414190827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156188181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80853987,0.020241592,0.00001535304,0.11351896,0.0011964916,0.00019628151,0.00002744354,0.000041306896,0.056222707],"genre_scores_gemma":[0.9860166,0.00024076886,0.00031681955,0.007896976,0.0016915764,0.000012462434,0.000025741816,0.000022422157,0.003776643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995057,0.0014171312,0.0012853468,0.00041157086,0.0012529807,0.00057599554],"domain_scores_gemma":[0.99479085,0.001492034,0.0009239189,0.0003014109,0.002417339,0.0000744442],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.021751404,0.0002618279,0.00045048274,0.0013427344,0.0023090234,0.43085563,0.0020217632,0.0002341243,0.00013739732],"category_scores_gemma":[0.018058915,0.00020818978,0.00010239941,0.0008401139,0.0007623839,0.39263102,0.0005667981,0.0046485793,0.0000013868676],"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":[0.00002530977,0.00026055318,0.052293077,0.00008527223,0.000050074013,0.00006518991,0.25277647,0.000014577781,0.00007610265,0.34062907,0.34788468,0.0058396226],"study_design_scores_gemma":[0.0013423797,0.00008478688,0.061983194,0.000458581,0.000032289296,0.00013310518,0.07331526,0.00007193747,0.000010919909,0.013864159,0.8483872,0.0003161899],"about_ca_topic_score_codex":0.0011245742,"about_ca_topic_score_gemma":0.005511577,"teacher_disagreement_score":0.5005025,"about_ca_system_score_codex":0.0002149207,"about_ca_system_score_gemma":0.0006088154,"threshold_uncertainty_score":0.9989898},"labels":[],"label_agreement":null},{"id":"W3156482924","doi":"10.3138/jsp.52.3.05","title":"Reassembling Scholarly Communications: Histories, Infrastructures, and Global Politics of Open Access by Martin Paul Eve and Jonathan Gray","year":2021,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gray (unit); Politics; Media studies; Sociology; Political science; Art history; History; Law; Medicine","score_opus":0.09047836939883004,"score_gpt":0.3372489112101505,"score_spread":0.24677054181132047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156482924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8189431,0.08614214,0.00020003374,0.056542516,0.0010194551,0.00028685867,0.00054614875,0.00005632257,0.03626347],"genre_scores_gemma":[0.9921515,0.0014794016,0.0038870005,0.0013008376,0.0003093109,0.0000048137067,0.00012614683,0.00002911278,0.0007118761],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964645,0.00079291384,0.0012232775,0.00028646787,0.00090211787,0.00033073785],"domain_scores_gemma":[0.99123776,0.00041937805,0.0014993969,0.0010391334,0.0054360544,0.0003682525],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0050002085,0.00024204364,0.0005431737,0.00031268378,0.0011895036,0.22908849,0.005134365,0.00022917868,0.00006810337],"category_scores_gemma":[0.011580254,0.00022727445,0.00009496473,0.00038553283,0.0003534431,0.26133123,0.0038633042,0.0025892549,3.2635546e-7],"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":[0.00010739092,0.00037413684,0.194163,0.00016442701,0.00044039948,0.000032288914,0.015570013,0.0000017287465,0.0023958343,0.6005582,0.16977839,0.016414175],"study_design_scores_gemma":[0.0018546107,0.00013451175,0.037919097,0.0005599116,0.00019347356,0.00032873888,0.0094831325,0.000056357465,0.00014237927,0.106095955,0.8427654,0.00046645704],"about_ca_topic_score_codex":0.0024091785,"about_ca_topic_score_gemma":0.0009935837,"teacher_disagreement_score":0.672987,"about_ca_system_score_codex":0.00034617004,"about_ca_system_score_gemma":0.00082045223,"threshold_uncertainty_score":0.9997118},"labels":[],"label_agreement":null},{"id":"W3160769915","doi":"","title":"Editorial Note -Introduction for manuscripts sent in 2001 and 2002-","year":2003,"lang":"en","type":"editorial","venue":"Early childhood education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"History; Art","score_opus":0.012628480345090617,"score_gpt":0.24453304487482902,"score_spread":0.2319045645297384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160769915","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012519013,0.0009688233,0.000011485523,0.0019661156,0.9899334,0.0007133102,0.00014464949,0.000068221394,0.0049420944],"genre_scores_gemma":[0.00085110526,0.00026719098,0.00027371247,0.00006358166,0.9776209,0.00026782427,0.0020238415,0.00006328917,0.01856857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978532,0.00020274188,0.00048966665,0.0005574853,0.0005211891,0.00037568007],"domain_scores_gemma":[0.9980327,0.00026139966,0.0003415259,0.0005828703,0.0006727351,0.00010879664],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011334767,0.00031947848,0.0003375418,0.0003960742,0.00044773906,0.0019495378,0.00035071958,0.0005785508,0.00016348659],"category_scores_gemma":[0.0018877041,0.0003396892,0.000089301786,0.00008472088,0.00008034322,0.0015346196,0.00004459056,0.0012117046,0.00004423857],"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":[0.000015071684,0.0003075984,0.000009573184,0.000026627426,0.000018312952,4.023924e-8,0.01928239,8.434513e-7,0.0000028901636,0.0014057794,0.9757966,0.0031343186],"study_design_scores_gemma":[0.00057813653,0.0001198207,0.00084307656,0.0000882333,0.00005774043,5.4077725e-7,0.0005437357,0.0000012426265,0.0000025840768,0.002272821,0.9951419,0.00035016294],"about_ca_topic_score_codex":0.0017615102,"about_ca_topic_score_gemma":0.001091006,"teacher_disagreement_score":0.01934535,"about_ca_system_score_codex":0.0003245935,"about_ca_system_score_gemma":0.0012883187,"threshold_uncertainty_score":0.9999055},"labels":[],"label_agreement":null},{"id":"W3171546725","doi":"","title":"Review of Joseph Keim Campbell, Michael O'Rourke and Harry S. Silverstein (eds.), 'Knowledge and Skepticism'.","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Skepticism; Philosophy; Psychoanalysis; Psychology; Theology","score_opus":0.029236468944542623,"score_gpt":0.23506411038180336,"score_spread":0.20582764143726073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171546725","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13539755,0.8215003,0.000048714228,0.0007875867,0.0001749183,0.0001736516,0.000006624487,0.00003229062,0.041878346],"genre_scores_gemma":[0.65296423,0.34361875,0.000057801928,0.0002904046,0.00016099561,0.0000038030219,0.00000507319,0.00001679671,0.0028821717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838346,0.00022069928,0.0003973785,0.00014937442,0.00013665335,0.00071245],"domain_scores_gemma":[0.99906474,0.00007096707,0.00027757834,0.0002652803,0.00022855219,0.00009288386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026196535,0.00014824813,0.00027596354,0.0001245817,0.00038607602,0.00017474394,0.00034627397,0.00005338015,0.00016183214],"category_scores_gemma":[0.00015131985,0.00012259121,0.000078031735,0.00004967219,0.00020719925,0.00089069543,0.000100533274,0.0012731702,0.000010883725],"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":[0.00005399656,0.00024015993,0.0008615834,0.00092088606,0.00034271198,0.0000020361895,0.037975695,4.6229182e-8,0.00020675671,0.8672826,0.009848565,0.082264945],"study_design_scores_gemma":[0.0018951837,0.001213888,0.0014505395,0.0053635403,0.000547392,0.00062714535,0.01959939,0.00005289489,0.00010423354,0.2503117,0.71798915,0.0008449497],"about_ca_topic_score_codex":0.00034631297,"about_ca_topic_score_gemma":0.0026221073,"teacher_disagreement_score":0.70814055,"about_ca_system_score_codex":0.00010461767,"about_ca_system_score_gemma":0.0004774729,"threshold_uncertainty_score":0.55313617},"labels":[],"label_agreement":null},{"id":"W3174711900","doi":"10.13110/criticism.63.1-2.0151","title":"Teaching Women Writers in a \"Great Books\" Program","year":2021,"lang":"en","type":"article","venue":"Criticism","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Mathematics education; Sociology; Psychology","score_opus":0.043028967697761225,"score_gpt":0.28441787288620896,"score_spread":0.24138890518844774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174711900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6005522,0.00053702923,0.0000059865406,0.0049884627,0.0002549346,0.00009700205,0.00000722429,0.0001733591,0.39338383],"genre_scores_gemma":[0.9677878,0.0000072850703,0.00037789115,0.0011386257,0.00017467892,0.000089150424,0.000023166771,0.000012483488,0.030388925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991631,0.00016472435,0.00016525429,0.00014439572,0.00011508828,0.00024744731],"domain_scores_gemma":[0.99944973,0.00008222563,0.00001886746,0.00031125126,0.000080460144,0.000057465506],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00041903762,0.00007643934,0.000112967144,0.000078889156,0.00026518863,0.0013468829,0.00020699733,0.000032511292,0.0004422061],"category_scores_gemma":[0.00021606489,0.00007695771,0.00003437156,0.000026972883,0.000077956734,0.0008098018,0.000077108525,0.00040484773,0.000032147407],"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":[0.000007667654,0.00037234544,0.0004885345,0.000067577465,0.000018425213,0.000082653336,0.19508001,6.393979e-7,0.00022461772,0.6888553,0.0060075303,0.10879472],"study_design_scores_gemma":[0.00027191747,0.000039948765,0.00047774677,0.00007507032,0.000004562557,0.000006832907,0.016043976,0.00011714417,0.00002980021,0.014435076,0.9683601,0.00013778471],"about_ca_topic_score_codex":0.00023801911,"about_ca_topic_score_gemma":0.00061818847,"teacher_disagreement_score":0.96235263,"about_ca_system_score_codex":0.0000826118,"about_ca_system_score_gemma":0.000041065596,"threshold_uncertainty_score":0.9996898},"labels":[],"label_agreement":null},{"id":"W3184349012","doi":"","title":"LibGuides: Citation Style Guide: Indigenous Style Guide","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Indigenous; Citation; Computer science; World Wide Web; Art; Visual arts; Biology","score_opus":0.04444778267414051,"score_gpt":0.2725166182915391,"score_spread":0.2280688356173986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184349012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005228956,0.004030312,0.00023300012,0.003715129,0.0036185386,0.00063667615,0.0007553867,0.0009720135,0.9855161],"genre_scores_gemma":[0.0041637127,0.0020816254,0.001403112,0.0025993683,0.0054540257,0.00015170932,0.0027424025,0.00020658087,0.9811975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956724,0.00041546352,0.001479217,0.0007317664,0.0009533106,0.0007478084],"domain_scores_gemma":[0.9949276,0.0006915655,0.0008569221,0.0019999694,0.001312424,0.00021151798],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018624822,0.0006550891,0.00070865813,0.00075617706,0.001352889,0.0051697795,0.002320533,0.00057771005,0.009806077],"category_scores_gemma":[0.0012382087,0.0004967079,0.00034296393,0.000120114164,0.00032885466,0.0032160985,0.00043907214,0.0009771214,0.0018559246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007761824,0.00007292988,0.000022187858,0.000076864904,0.00014092927,0.0000051980037,0.019912098,5.2186124e-7,0.000017128246,0.037119087,0.9194193,0.023206022],"study_design_scores_gemma":[0.00040500538,0.00012581723,0.000042879477,0.00037123717,0.0000904267,0.000005250723,0.003786904,0.000012171823,0.00002633063,0.0037559585,0.99062896,0.0007490727],"about_ca_topic_score_codex":0.0067541366,"about_ca_topic_score_gemma":0.006188485,"teacher_disagreement_score":0.07120968,"about_ca_system_score_codex":0.0004304313,"about_ca_system_score_gemma":0.00073341135,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W3185611227","doi":"","title":"Teaching Women Writers in a \"Great Books\" Program","year":2021,"lang":"en","type":"article","venue":"Human Biology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Literature; History","score_opus":0.06375935297962552,"score_gpt":0.30688714400417877,"score_spread":0.24312779102455323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185611227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.814462,0.0002638442,0.0000011305782,0.00093272637,0.00012089839,0.0000716039,0.0000045142133,0.00011220589,0.18403107],"genre_scores_gemma":[0.98590595,0.000007295152,0.00012452969,0.0005145048,0.00018285358,0.00007640647,0.000109775276,0.000008519358,0.013070174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990809,0.0003032833,0.0001709036,0.00016926894,0.000038248883,0.00023739133],"domain_scores_gemma":[0.9995361,0.000047405,0.00004274622,0.00029362246,0.00004380064,0.000036329413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041586507,0.00007791716,0.00013226,0.000095056035,0.0003192759,0.00041912383,0.00023343266,0.000054739576,0.00073153956],"category_scores_gemma":[0.000063963715,0.000071080714,0.000032167725,0.000020483883,0.00012281036,0.0002883859,0.00010346418,0.00037984495,0.000026852742],"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":[0.000007309125,0.00021293145,0.006708364,0.000014507075,0.000024180892,0.000012996704,0.07378384,2.1449794e-7,0.0015851993,0.8720873,0.0022753677,0.04328776],"study_design_scores_gemma":[0.00030140625,0.00012388163,0.002626914,0.000019924833,0.000002688286,0.0000040153495,0.004183418,0.000015319782,0.00001608149,0.017023783,0.9755563,0.00012628053],"about_ca_topic_score_codex":0.0005053719,"about_ca_topic_score_gemma":0.0025705579,"teacher_disagreement_score":0.9732809,"about_ca_system_score_codex":0.00006937147,"about_ca_system_score_gemma":0.000025271438,"threshold_uncertainty_score":0.80098456},"labels":[],"label_agreement":null},{"id":"W3187289255","doi":"10.7202/1079328ar","title":"Interview with Breon Mitchell, Lilly Library (Indiana University Bloomington, USA)","year":2021,"lang":"fr","type":"article","venue":"Meta Journal des traducteurs","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Library science; Management; Art; Computer science; Economics","score_opus":0.056341101930183435,"score_gpt":0.2202309926131,"score_spread":0.16388989068291657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187289255","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20797306,0.69532824,0.00068387104,0.066532545,0.0019892661,0.00012761778,0.00014755069,0.0000771897,0.027140629],"genre_scores_gemma":[0.06850782,0.40511987,0.0073516928,0.0028237281,0.0019416739,0.0000019049202,0.00009953574,0.00014323018,0.51401055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965185,0.0018165424,0.00044710853,0.0003298517,0.00039038848,0.00049759285],"domain_scores_gemma":[0.99799645,0.00021197279,0.00036450944,0.00060042454,0.00041663935,0.00040998252],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009775885,0.00034429794,0.00055820146,0.00024036132,0.0016477674,0.004807972,0.0010163212,0.00013698041,0.0064034862],"category_scores_gemma":[0.000105035026,0.00030005246,0.0004987124,0.00034322328,0.00072077505,0.007780475,0.00016825486,0.0016331787,0.000106554326],"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":[0.00026135187,0.001882454,0.004863851,0.0009005459,0.011346916,0.0049727615,0.017458243,0.000063296,0.00031020428,0.26081577,0.16493067,0.53219396],"study_design_scores_gemma":[0.00057886884,0.00021893304,0.0038741229,0.0005851764,0.002408212,0.0016762296,0.0017922145,0.000015286394,0.00024129427,0.0029013199,0.9853334,0.00037496322],"about_ca_topic_score_codex":0.00014789154,"about_ca_topic_score_gemma":0.00088791427,"teacher_disagreement_score":0.8204027,"about_ca_system_score_codex":0.00012317843,"about_ca_system_score_gemma":0.00052754633,"threshold_uncertainty_score":0.99994516},"labels":[],"label_agreement":null},{"id":"W3195386766","doi":"","title":"Guides: Jazz: Composition and arranging","year":2021,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Jazz; Composition (language); World Wide Web; Computer science; Visual arts; Data science; Art; Literature","score_opus":0.04905452527055546,"score_gpt":0.24897651490030048,"score_spread":0.19992198962974503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195386766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001273666,0.009557653,0.000058917565,0.0043059117,0.0013215161,0.00009901431,0.00008392341,0.0002081591,0.98309124],"genre_scores_gemma":[0.113281384,0.0037682354,0.0025194718,0.0054626293,0.006103074,0.00004956961,0.008534501,0.00012406908,0.8601571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905366,0.00011245058,0.00026561096,0.00022426173,0.0001878666,0.0001561592],"domain_scores_gemma":[0.9990505,0.00012961302,0.000116192954,0.00042086566,0.00023420283,0.000048619695],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000318578,0.00017117959,0.00024206379,0.00014429608,0.00054402626,0.0037488942,0.00028518835,0.00012902294,0.001777219],"category_scores_gemma":[0.000063038446,0.00015405222,0.00007471446,0.000025336913,0.00011156157,0.0008748178,0.000155339,0.00047966035,0.000029673145],"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":[0.0000018568037,0.000023806488,0.000010633458,0.000090030575,0.000056183664,0.000004121692,0.0077602738,4.8684427e-7,0.00003282438,0.1704158,0.8169595,0.004644478],"study_design_scores_gemma":[0.00009456062,0.000011089288,0.000016642747,0.00027698313,0.000039175415,0.0000062689264,0.0023097857,0.00005042725,0.000015216532,0.0014127396,0.99555826,0.00020887122],"about_ca_topic_score_codex":0.0010313629,"about_ca_topic_score_gemma":0.00066828594,"teacher_disagreement_score":0.17859875,"about_ca_system_score_codex":0.000035187626,"about_ca_system_score_gemma":0.00006536961,"threshold_uncertainty_score":0.9991353},"labels":[],"label_agreement":null},{"id":"W3195644411","doi":"","title":"LibGuides: Metis Resources: Metis Magazines","year":2012,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Geography; World Wide Web; Computer science","score_opus":0.06178930765019711,"score_gpt":0.25603318302572325,"score_spread":0.19424387537552615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195644411","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030930925,0.02349054,0.000016990443,0.0041860538,0.003799878,0.00026613005,0.00035191444,0.00075667066,0.9668225],"genre_scores_gemma":[0.005648971,0.0021557263,0.0013869351,0.002222197,0.009439209,0.000098242526,0.0015957265,0.00017404392,0.97727895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715143,0.000383622,0.0007775428,0.00044678352,0.000643965,0.00059662457],"domain_scores_gemma":[0.9967688,0.00046077764,0.00044427183,0.0016374327,0.0004837538,0.00020500435],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013038819,0.0005284021,0.0006729178,0.00049906044,0.00077170506,0.0046875053,0.0019637574,0.0004240269,0.024775606],"category_scores_gemma":[0.0005320347,0.00041617558,0.00034319868,0.00009465852,0.0003316697,0.002551923,0.00050121674,0.0011807268,0.001835705],"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":[0.0000048600805,0.00005551302,0.000033200122,0.0000892264,0.00013758594,0.000001690078,0.015733575,1.7532545e-7,0.0000023082453,0.064221375,0.91233265,0.0073878416],"study_design_scores_gemma":[0.00014079236,0.00004133411,0.0000632232,0.00018254723,0.00018330938,0.000005321189,0.0023291826,0.0000061821343,0.000007392274,0.0020735885,0.9943986,0.0005685577],"about_ca_topic_score_codex":0.0042179213,"about_ca_topic_score_gemma":0.003770565,"teacher_disagreement_score":0.08206592,"about_ca_system_score_codex":0.00009359757,"about_ca_system_score_gemma":0.000092307506,"threshold_uncertainty_score":0.999829},"labels":[],"label_agreement":null},{"id":"W3198718704","doi":"","title":"Why do university students in the UK buy essays from essay mills","year":2020,"lang":"en","type":"article","venue":"Critical education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Mathematics education; Pedagogy; Psychology","score_opus":0.04464333078887383,"score_gpt":0.293513295726254,"score_spread":0.24886996493738017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198718704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7423601,0.00062866835,0.00012371533,0.14553012,0.0007906278,0.00019046385,0.00004908319,0.000058199737,0.11026902],"genre_scores_gemma":[0.9909991,0.000015778769,0.000070327274,0.008238715,0.00038171987,0.0000040999907,0.00007815822,0.0000046756413,0.00020741372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991797,0.00026178945,0.00010937555,0.00014135991,0.00020348308,0.00010426275],"domain_scores_gemma":[0.9992018,0.0003477769,0.000020540607,0.00024272596,0.00012264623,0.000064561485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025232165,0.000062363404,0.00007186966,0.00003532652,0.00026861328,0.0009828843,0.00066354655,0.000036443802,0.0007179615],"category_scores_gemma":[0.0006715766,0.00005201703,0.000029086037,0.00006705694,0.000120368124,0.0006429535,0.000064714484,0.00028071078,0.00006873732],"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":[0.000016130682,0.00044122624,0.00631061,0.000012734963,0.000008248891,0.0000016286369,0.1641061,7.768095e-7,0.00002179708,0.7282193,0.09819125,0.0026702546],"study_design_scores_gemma":[0.00030193137,0.00004592861,0.017459365,0.00005968168,0.000041173284,3.9323413e-7,0.15050003,0.00006000431,0.00000834549,0.030602634,0.80074185,0.00017866059],"about_ca_topic_score_codex":0.0012521105,"about_ca_topic_score_gemma":0.00034224647,"teacher_disagreement_score":0.7025506,"about_ca_system_score_codex":0.00005230795,"about_ca_system_score_gemma":0.00010301702,"threshold_uncertainty_score":0.94779766},"labels":[],"label_agreement":null},{"id":"W3198965284","doi":"10.7202/1080638ar","title":"Le nouveau monde de la communication savante : réactions des bibliothécaires de l’Université de Moncton","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.01987673643607593,"score_gpt":0.26025063684762395,"score_spread":0.24037390041154802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198965284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51355517,0.044184193,0.0021265803,0.0443863,0.0010584074,0.00015475898,0.000118957105,0.0002133784,0.39420226],"genre_scores_gemma":[0.9182541,0.03363675,0.003619523,0.000960083,0.0002609691,0.000039420232,0.00025261389,0.000051753974,0.042924836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966159,0.002111385,0.00033551615,0.0002832237,0.00020045304,0.0004535332],"domain_scores_gemma":[0.99702716,0.0009607896,0.000236599,0.0010306777,0.0005333824,0.00021136571],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016438602,0.00022175467,0.00021231572,0.00043641633,0.0028924958,0.0017171904,0.0006091893,0.0002828627,0.0017537493],"category_scores_gemma":[0.00063522946,0.00029315363,0.00016515628,0.0006126899,0.0006748617,0.0022487906,0.00022718408,0.00082828774,0.00014317567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005767417,0.0017239129,0.0073334347,0.00022148882,0.00021718863,0.000019649327,0.34601858,0.001400045,0.0070348084,0.37304056,0.24401873,0.018913915],"study_design_scores_gemma":[0.0006496049,0.00003068471,0.05558556,0.00030919828,0.00008968873,0.000112572074,0.02726223,0.0012998785,0.0023667146,0.035053365,0.8769049,0.0003355731],"about_ca_topic_score_codex":0.031850565,"about_ca_topic_score_gemma":0.031312082,"teacher_disagreement_score":0.6328862,"about_ca_system_score_codex":0.0017204776,"about_ca_system_score_gemma":0.0031843232,"threshold_uncertainty_score":0.9999521},"labels":[],"label_agreement":null},{"id":"W3201445330","doi":"10.7939/84287","title":"National Statistical and Values Profile of Canadian Libraries: Report to CLA Executive Council","year":2012,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Executive summary; Political science; Executive committee; Library science; Accounting; Business; Management; Computer science; Economics","score_opus":0.04479496756652651,"score_gpt":0.1979093169158345,"score_spread":0.15311434934930798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201445330","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16625154,0.00010094689,0.000012610351,0.0022470104,0.00007558375,0.000086494605,0.00014817792,0.000014993464,0.8310627],"genre_scores_gemma":[0.94285446,0.0000142782355,0.0031017135,0.00018032844,0.00006047413,2.1502314e-7,0.00022016124,0.0000065579725,0.053561807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994634,0.000048357808,0.00009973901,0.00008279012,0.00019065294,0.00011508645],"domain_scores_gemma":[0.99924725,0.0002354207,0.000068213034,0.0001327619,0.00014732,0.00016901254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016695756,0.000053574357,0.000100679405,0.00018077942,0.0001905545,0.00008921921,0.00018606882,0.00003593735,0.0013963513],"category_scores_gemma":[0.00021852565,0.000058354846,0.00001902246,0.00006918613,0.0002090982,0.0030902065,0.00010019741,0.000082689214,0.000010681566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024504547,0.000033036387,0.006382908,0.000012843502,0.00002581472,0.0000022706918,0.085928194,4.76514e-7,0.0000025542681,0.62885505,0.27865645,0.00007590946],"study_design_scores_gemma":[0.00012862036,0.000041349347,0.012959179,0.000026226753,0.0000151133145,0.0000040566415,0.009706692,0.000033013504,0.000031499796,0.0026797662,0.97427726,0.000097223514],"about_ca_topic_score_codex":0.12654415,"about_ca_topic_score_gemma":0.029640138,"teacher_disagreement_score":0.77750087,"about_ca_system_score_codex":0.00003638346,"about_ca_system_score_gemma":0.0007518534,"threshold_uncertainty_score":0.9995165},"labels":[],"label_agreement":null},{"id":"W3202302489","doi":"","title":"LibGuides: Metis Resources: Complex searching/Boolean/the '5'","year":2012,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Computer science; World Wide Web","score_opus":0.13005903016987033,"score_gpt":0.2873634451912832,"score_spread":0.15730441502141287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202302489","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032728817,0.007252211,0.000027813887,0.011805649,0.002000291,0.0003686924,0.00028906338,0.00053387636,0.9773951],"genre_scores_gemma":[0.031517226,0.00091118505,0.00068002887,0.0063794125,0.010606525,0.000093405986,0.0018884455,0.00018470803,0.94773906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673617,0.00077593344,0.0006685273,0.0003703273,0.0008035349,0.0006455297],"domain_scores_gemma":[0.99609476,0.0010926999,0.00037000945,0.0019198309,0.00034696583,0.0001757076],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002450162,0.0004367223,0.0004904375,0.00028366418,0.0019587588,0.0062451074,0.0031093766,0.00024892998,0.01676958],"category_scores_gemma":[0.00053058425,0.0002732505,0.00031880097,0.00008160834,0.000663126,0.0014235146,0.0007624119,0.0020296997,0.0011231457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005078033,0.00004220852,0.00001615371,0.000056283396,0.00011273493,8.1262266e-7,0.033439495,6.469939e-7,0.0000018477763,0.10007227,0.86019427,0.0060581868],"study_design_scores_gemma":[0.00012071133,0.000034865774,0.00012897795,0.00013023434,0.000097480406,0.0000051084985,0.006038276,0.00004482707,0.000001622961,0.0024464133,0.9905606,0.0003909001],"about_ca_topic_score_codex":0.0070401914,"about_ca_topic_score_gemma":0.004077014,"teacher_disagreement_score":0.1303663,"about_ca_system_score_codex":0.00009657689,"about_ca_system_score_gemma":0.000117032396,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W3207564828","doi":"10.3138/jsp.53.1.04","title":"Why I Review Unimpressive Books","year":2021,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Transferability; Value (mathematics); Field (mathematics); Sociology; Psychology; Epistemology; Positive economics; Computer science; Economics; Philosophy","score_opus":0.06422463688682319,"score_gpt":0.2639434441633077,"score_spread":0.19971880727648456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207564828","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014871153,0.2857678,0.00026904204,0.25824064,0.0034790589,0.00016966149,0.000033501823,0.00010616311,0.43706298],"genre_scores_gemma":[0.5953463,0.05012967,0.008693975,0.28587455,0.012492712,0.000025149491,0.00021391595,0.00022637492,0.046997413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696666,0.0005861942,0.00093585567,0.00018043203,0.0010601584,0.00027071082],"domain_scores_gemma":[0.99014014,0.00029041624,0.0010579411,0.0006147599,0.0076497206,0.0002470453],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004533967,0.00016480243,0.0004114059,0.00027682775,0.0005510108,0.09385987,0.0015825515,0.000115969604,0.0011720627],"category_scores_gemma":[0.013937145,0.00013885516,0.00027827398,0.00019977872,0.00008773871,0.1734703,0.00030271185,0.0030702315,0.000015172106],"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":[0.0000105546105,0.00009574934,0.00029124893,0.00016641578,0.00012119048,0.00010557206,0.004147673,0.0000018000409,0.00039240404,0.08661514,0.89686865,0.011183631],"study_design_scores_gemma":[0.00038379064,0.000050318988,0.00023791785,0.0022713838,0.000096486656,0.00019703753,0.0020244876,0.000004280942,0.00011425709,0.00509879,0.98935866,0.00016258552],"about_ca_topic_score_codex":0.0001024442,"about_ca_topic_score_gemma":0.00012448533,"teacher_disagreement_score":0.5804751,"about_ca_system_score_codex":0.00012659229,"about_ca_system_score_gemma":0.0004883065,"threshold_uncertainty_score":0.999741},"labels":[],"label_agreement":null},{"id":"W3209272385","doi":"10.1007/s40037-021-00689-2","title":"When English clashes with other languages: Insights and cautions from the &lt;em&gt;Writer’s Craft&lt;/em&gt; series","year":2021,"lang":"en","type":"editorial","venue":"Perspectives on Medical Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Western University","funders":"","keywords":"Craft; Series (stratigraphy); Mathematics education; Computer science; Natural language processing; Linguistics; Artificial intelligence; Mathematics; Art; Visual arts; Philosophy; Biology","score_opus":0.011748020504398346,"score_gpt":0.25501738907475824,"score_spread":0.24326936857035988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209272385","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059243318,0.08706259,0.00008660589,0.057329908,0.6740747,0.001398443,0.0014271082,0.00081969734,0.11855763],"genre_scores_gemma":[0.055670578,0.003608124,0.0003967924,0.0013160467,0.9089037,0.00036355734,0.0037412771,0.00013249929,0.02586738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967086,0.00062667386,0.0003514791,0.00065786287,0.0013944493,0.00026093703],"domain_scores_gemma":[0.9956832,0.001470792,0.00026253078,0.0009825167,0.0013750646,0.00022591681],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005804631,0.00038326392,0.00040053375,0.00015816327,0.0009563109,0.0029961213,0.0008002524,0.00051509886,0.0019789194],"category_scores_gemma":[0.008339916,0.0002573367,0.00010123315,0.000102061174,0.00069330103,0.0011542308,0.00013601074,0.0018762875,0.000023566094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032272736,0.00026714362,0.0000088440265,0.000017379834,0.00010839858,0.0000013374083,0.38858667,1.7814817e-7,0.0000020085247,0.026948072,0.5830244,0.0010032856],"study_design_scores_gemma":[0.00025337224,0.00009394373,0.00017449124,0.00046017807,0.00009663306,9.976633e-7,0.26255822,0.000006007796,0.0000013846349,0.0015680637,0.73453605,0.0002506671],"about_ca_topic_score_codex":0.0019453833,"about_ca_topic_score_gemma":0.03344292,"teacher_disagreement_score":0.23482905,"about_ca_system_score_codex":0.0002777943,"about_ca_system_score_gemma":0.0019211924,"threshold_uncertainty_score":0.9999879},"labels":[],"label_agreement":null},{"id":"W3212281532","doi":"10.32920/ryerson.14646648.v1","title":"Globalization and the direction of the Canadian publishing industry","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Multinational corporation; Globalization; Competition (biology); Distribution (mathematics); Monopoly; Bankruptcy; Business; Marketing; Economics; Political science; Law; Market economy; Finance","score_opus":0.04231827436586322,"score_gpt":0.22934693189235425,"score_spread":0.18702865752649103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212281532","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13793486,0.0012917614,0.0000148039135,0.044660795,0.0020773679,0.00030036125,0.000041998974,0.000047126694,0.81363094],"genre_scores_gemma":[0.9940114,0.000050731847,0.000018435647,0.00072529534,0.00020957686,0.000013497485,0.00008384331,0.0000067747146,0.004880437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989933,0.00037438,0.0001999615,0.00013387296,0.00020413734,0.00009439],"domain_scores_gemma":[0.9986922,0.00007490873,0.00018803212,0.00059424347,0.00040834292,0.000042267788],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001076381,0.00008748647,0.00012567455,0.000060453913,0.00082880876,0.011021319,0.0006039285,0.00030152197,0.00020850204],"category_scores_gemma":[0.00083478494,0.000048352405,0.000063315725,0.000058618018,0.00028417062,0.0011471552,0.0005427237,0.0014273047,3.033361e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003982139,0.000012280924,0.003812385,0.000038135964,0.000066754954,1.3617108e-7,0.03118577,0.000084086554,0.0000011636331,0.9440394,0.01735123,0.0034046888],"study_design_scores_gemma":[0.0012251163,0.000011669502,0.069002196,0.00093877135,0.00030450296,0.000010222023,0.039093204,0.005241077,0.00008309596,0.06409382,0.8193474,0.0006489583],"about_ca_topic_score_codex":0.7497798,"about_ca_topic_score_gemma":0.950437,"teacher_disagreement_score":0.8799456,"about_ca_system_score_codex":0.000117012634,"about_ca_system_score_gemma":0.0004849489,"threshold_uncertainty_score":0.9900053},"labels":[],"label_agreement":null},{"id":"W333249797","doi":"","title":"Why We Write ed. by Meredith Maran (review)","year":2015,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0734732040961127,"score_gpt":0.26164456622691584,"score_spread":0.18817136213080315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W333249797","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011593977,0.53056085,0.0003276359,0.2966711,0.0050301766,0.0002833102,0.00009455208,0.00016296828,0.15527543],"genre_scores_gemma":[0.57328755,0.18911807,0.009746853,0.1665995,0.027314719,0.000058532023,0.00055136933,0.0004735156,0.03284991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959747,0.0005776845,0.0011233257,0.00021240927,0.0017294587,0.00038237328],"domain_scores_gemma":[0.9925707,0.00021301827,0.0012104724,0.00060106564,0.004809514,0.00059522764],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010312098,0.00024258414,0.00049862865,0.00041062463,0.00045147754,0.070743985,0.0025164003,0.00016465993,0.000492067],"category_scores_gemma":[0.007978666,0.00019510686,0.00024017958,0.00021404456,0.00012421478,0.19963966,0.0002594603,0.003358665,0.000044924174],"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":[0.000024398101,0.00009961984,0.0003257485,0.00005686086,0.00007179577,0.000010285201,0.003213217,0.0000014064807,0.000059334034,0.0049545798,0.98226076,0.008922008],"study_design_scores_gemma":[0.00078562624,0.00016800174,0.000065007356,0.0010772891,0.00008369552,0.000075938435,0.0029476853,0.000013667053,0.000013993989,0.0021129374,0.99242395,0.00023218307],"about_ca_topic_score_codex":0.0003506155,"about_ca_topic_score_gemma":0.000081982245,"teacher_disagreement_score":0.56169355,"about_ca_system_score_codex":0.00022930918,"about_ca_system_score_gemma":0.00033602637,"threshold_uncertainty_score":0.99894065},"labels":[],"label_agreement":null},{"id":"W342449701","doi":"10.3138/9781442627475","title":"Print Culture and the Blackwood Tradition, 1805-1930.","year":2006,"lang":"en","type":"book","venue":"Project Muse (Johns Hopkins University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Print culture; Politics; Romance; Publishing; Journalism; History; George (robot); Art history; Subject (documents); History of literature; Media studies; Political culture; Literature; Art; Classics; Sociology; Law; Political science; Library science","score_opus":0.023002489852942558,"score_gpt":0.19423328518450653,"score_spread":0.17123079533156396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W342449701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015053285,0.00003187952,0.000022874465,0.00062441727,0.0002561841,0.00064301334,0.00021473599,0.00022787925,0.9978285],"genre_scores_gemma":[0.01680748,0.08380548,0.00015886627,0.00053800363,0.0020314835,0.000013664968,0.0017504852,0.000113027585,0.89478153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985295,0.00029175536,0.0002331848,0.000401917,0.00029933927,0.00024429732],"domain_scores_gemma":[0.9984681,0.00015439195,0.00030454903,0.0007280457,0.0002878303,0.000057085294],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00035897215,0.0003555114,0.0003768608,0.0033859217,0.0009980088,0.0012682265,0.0009412825,0.00026793178,0.00008682671],"category_scores_gemma":[0.00004991276,0.00027168303,0.00021530574,0.00043926833,0.0007683028,0.0010912952,0.00027117366,0.0011145211,0.00003071702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007081541,0.00006859163,0.0000026703678,0.000064016305,0.00014649604,0.000019475765,0.04764094,0.000001123904,6.376382e-8,0.81959933,0.13024569,0.0021408128],"study_design_scores_gemma":[0.0012770774,0.00005544876,0.0000070536826,0.00011906022,0.00025287116,0.000007319122,0.0011623607,0.000025321688,8.103089e-7,0.00043506853,0.99630255,0.00035507407],"about_ca_topic_score_codex":0.02289374,"about_ca_topic_score_gemma":0.029416693,"teacher_disagreement_score":0.86605686,"about_ca_system_score_codex":0.00029333224,"about_ca_system_score_gemma":0.0005614673,"threshold_uncertainty_score":0.99997354},"labels":[],"label_agreement":null},{"id":"W350340533","doi":"","title":"Publishing Trends and Open Access Journals at York University","year":2011,"lang":"en","type":"article","venue":"YorkSpace (York University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Media studies; Political science; World Wide Web; Computer science; Sociology; Law","score_opus":0.24217321604234088,"score_gpt":0.282328559418204,"score_spread":0.04015534337586313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W350340533","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07882577,0.00035236002,0.00005067971,0.0040389257,0.0002998733,0.00011339669,0.000045620174,0.000178385,0.91609496],"genre_scores_gemma":[0.76905805,0.00020011366,0.00039248893,0.00017317216,0.000118880016,1.7784971e-7,0.000032264958,0.000017494787,0.23000735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865127,0.00032041062,0.00013019104,0.0003532426,0.00021740873,0.00032747615],"domain_scores_gemma":[0.99859405,0.00011219424,0.0002905831,0.0005708428,0.00016967021,0.00026264624],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0006042184,0.00018673774,0.0002466217,0.0009107008,0.0019335636,0.009719148,0.0041176137,0.0001392685,0.002975842],"category_scores_gemma":[0.00008269023,0.00020387057,0.00008458962,0.0005947723,0.00027968021,0.017399767,0.0031016956,0.0005545229,0.000026682948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039116593,0.00020660592,0.025892055,0.000018120554,0.00022052982,0.00010553836,0.07291286,0.0000056797858,0.000024205376,0.6212194,0.26431096,0.014692897],"study_design_scores_gemma":[0.0007512498,0.000042369305,0.011881637,0.00006325627,0.00007422785,0.0000062067356,0.01894024,0.000023111623,0.000011362493,0.00056890777,0.96734643,0.00029099872],"about_ca_topic_score_codex":0.008373734,"about_ca_topic_score_gemma":0.018551232,"teacher_disagreement_score":0.7030355,"about_ca_system_score_codex":0.00026407398,"about_ca_system_score_gemma":0.00009793323,"threshold_uncertainty_score":0.9993658},"labels":[{"model":"gemma","categories":["metaresearch","bibliometrics","scholarly_communication"],"domain":"reporting","study_design":"observational","genre":"empirical","about_ca_system":true,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics","scholarly_communication","open_science"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W353036600","doi":"","title":"An examination of acquisitions: the case of University of British Columbia Press","year":2009,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto; Queen's University; University of Alberta; Athabasca University; McGill University; University of Regina; Wilfrid Laurier University","keywords":"Columbia university; Library science; Engineering; Art history; Media studies; History; Sociology; Computer science","score_opus":0.017115138685314363,"score_gpt":0.20851177147025904,"score_spread":0.19139663278494468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W353036600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9342939,0.000273916,0.0000076552915,0.000013411606,0.00012221499,0.00021008943,0.0007705086,0.000032130123,0.064276166],"genre_scores_gemma":[0.9668175,0.00026000547,0.00003544624,0.0000060290085,0.00003104707,1.5505408e-7,0.0012280698,0.000011057445,0.031610668],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99882275,0.0004559821,0.0002194213,0.000202682,0.00018793282,0.000111261965],"domain_scores_gemma":[0.99778694,0.00013181045,0.00057835545,0.00056434155,0.0008925254,0.00004602966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003861899,0.000104176965,0.0002681135,0.0001838441,0.00040918152,0.00019232601,0.00081045076,0.00017912083,0.00033188405],"category_scores_gemma":[0.000038574675,0.00016129817,0.00013430414,0.0001723136,0.00023893973,0.001245793,0.00004003177,0.00028542647,0.0000010024676],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017202732,0.007721325,0.020249194,0.0034077875,0.0021349369,0.0026871897,0.066306844,0.00044563666,0.00021807698,0.14583902,0.2547333,0.4945364],"study_design_scores_gemma":[0.0012966477,0.00048270487,0.027335662,0.0006702324,0.0008134456,2.2396074e-7,0.8136867,0.00020135162,0.00017131538,0.0008260862,0.15400262,0.00051298045],"about_ca_topic_score_codex":0.132005,"about_ca_topic_score_gemma":0.96229035,"teacher_disagreement_score":0.8302853,"about_ca_system_score_codex":0.00005936021,"about_ca_system_score_gemma":0.00009511886,"threshold_uncertainty_score":0.87377506},"labels":[],"label_agreement":null},{"id":"W3537919","doi":"10.20361/g25p6c","title":"The Highest Number in the World by R. MacGregor","year":2014,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surprise; Girl; Globe; Art history; Art; Visual arts; History; Psychology; Communication","score_opus":0.009297786360469051,"score_gpt":0.24559381383764867,"score_spread":0.23629602747717962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3537919","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035214994,0.49489984,0.0000047991753,0.19795789,0.0005816359,0.001530692,0.00016379128,0.00008226408,0.2695641],"genre_scores_gemma":[0.96901745,0.01196059,0.0000208508,0.012722092,0.0005842419,0.000067512636,0.00026396004,0.000018918065,0.0053443597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796104,0.001079518,0.00036602878,0.0001281974,0.00028916818,0.00017605447],"domain_scores_gemma":[0.9978866,0.0006107106,0.0002319737,0.0011319785,0.000118764314,0.000019947905],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028619508,0.00014720747,0.00021379942,0.000024415218,0.0005111899,0.0012485273,0.0017314048,0.000034335735,0.0001522951],"category_scores_gemma":[0.00020526748,0.00005669526,0.00012401557,0.00020863136,0.00020327346,0.00037804423,0.000085821375,0.00073387177,0.00003751612],"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":[0.000005686395,0.00003231929,0.00034305945,0.0001325576,0.000018753828,1.242629e-7,0.0033835003,7.7148094e-8,0.0000011968465,0.50917035,0.4803061,0.0066063055],"study_design_scores_gemma":[0.000097556374,0.000011003845,0.002821822,0.0018677091,0.000028438757,0.0000076178903,0.000025649128,0.0000027224048,0.000003001959,0.0030792006,0.99197274,0.00008252292],"about_ca_topic_score_codex":0.000114364404,"about_ca_topic_score_gemma":0.00039138302,"teacher_disagreement_score":0.9338025,"about_ca_system_score_codex":0.000009434489,"about_ca_system_score_gemma":0.000011196364,"threshold_uncertainty_score":0.9997883},"labels":[],"label_agreement":null},{"id":"W377411873","doi":"10.1023/a:1014582710287","title":"Quinarianism after Darwin's Origin: The Circular System of William Hincks","year":2002,"lang":"en","type":"article","venue":"Journal of the History of Biology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Philosophy of biology; History of science; Epistemology; Philosophy; Philosophy of science; History","score_opus":0.045107191682696036,"score_gpt":0.20663042110667104,"score_spread":0.161523229423975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W377411873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7575708,0.07046909,0.000091217196,0.008602189,0.022356633,0.0002646315,0.000040197563,0.000029972332,0.14057527],"genre_scores_gemma":[0.9942537,0.00005868525,0.000028996581,0.00017894998,0.000319899,0.0000015897276,4.7252863e-7,0.0000063591156,0.005151378],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988255,0.00045167946,0.0004390533,0.000054969754,0.00013808746,0.00009074371],"domain_scores_gemma":[0.9983749,0.00010347179,0.0008031378,0.0004481863,0.00024654597,0.000023772542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009540819,0.000072433075,0.00023224353,0.00007767794,0.00012484842,0.000024337673,0.00084969867,0.00006825629,0.00040490815],"category_scores_gemma":[0.00009460616,0.000037366233,0.00020441231,0.000020852141,0.00052255753,0.00024161354,0.0000642352,0.00037490585,0.00000529055],"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":[0.00031113706,0.0006237243,0.0056597805,0.00037264414,0.0008901815,0.000020509184,0.23465621,0.00004360374,0.010461088,0.26772794,0.472873,0.0063601867],"study_design_scores_gemma":[0.00020580622,0.00012881204,0.00089049083,0.00007702394,0.000060072416,0.000041417403,0.00096273434,0.00002683259,0.00001543271,0.00056515203,0.99697655,0.000049680988],"about_ca_topic_score_codex":0.00007381953,"about_ca_topic_score_gemma":0.000026047457,"teacher_disagreement_score":0.5241035,"about_ca_system_score_codex":0.00024368802,"about_ca_system_score_gemma":0.00006243351,"threshold_uncertainty_score":0.44334602},"labels":[],"label_agreement":null},{"id":"W401296164","doi":"","title":"Community-run writer-in-residence programs in Canada","year":2010,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residence; Computer science; Business; Sociology; Demography","score_opus":0.03728012416700894,"score_gpt":0.2040169265676228,"score_spread":0.16673680240061386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W401296164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9448207,0.000023548617,0.0000011426263,0.0007776123,0.00026538625,0.00011695927,0.000012965139,0.00004277357,0.053938914],"genre_scores_gemma":[0.9957503,0.0000121407,0.000045760502,0.00014078934,0.000040007875,0.000001191949,0.00004876124,0.000009460255,0.003951591],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989866,0.0002815766,0.00015435606,0.000143453,0.00017299091,0.00026103584],"domain_scores_gemma":[0.9990177,0.00012770564,0.00006540459,0.0006081814,0.000096092765,0.00008488001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037370907,0.00011752696,0.00014232998,0.00030584307,0.0003871369,0.00033855572,0.0011144445,0.000060583225,0.00023196],"category_scores_gemma":[0.00007176267,0.00013264865,0.000032636046,0.00024414458,0.0001284277,0.0013567387,0.00018240316,0.0014747144,0.000014572336],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020982621,0.00012637611,0.9642122,0.00001282917,0.000006340829,0.00007142505,0.0014518866,0.0000072454245,0.0000058624287,0.024480646,0.005120581,0.004483668],"study_design_scores_gemma":[0.0006736079,0.00003652605,0.036688805,0.000081279315,0.0000086036625,7.593586e-9,0.13557515,0.00011817244,0.000031486932,0.00072138745,0.8257817,0.00028324866],"about_ca_topic_score_codex":0.96168953,"about_ca_topic_score_gemma":0.99997985,"teacher_disagreement_score":0.9275234,"about_ca_system_score_codex":0.00027696753,"about_ca_system_score_gemma":0.0004013533,"threshold_uncertainty_score":0.6406982},"labels":[],"label_agreement":null},{"id":"W413931027","doi":"","title":"Patricia Ingham, Ed.: Bleak House","year":2011,"lang":"en","type":"article","venue":"Dickens quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Interpretation (philosophy); Poetry; Judgement; Literature; History; Art history; Sociology; Law; Art; Philosophy; Linguistics; Epistemology","score_opus":0.05171599511791544,"score_gpt":0.20961328009521318,"score_spread":0.15789728497729774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W413931027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6374758,0.00043806966,0.00009537335,0.00046433887,0.0008471882,0.00014167349,0.000022013162,0.00075582304,0.35975975],"genre_scores_gemma":[0.99620306,0.000013798408,0.00017955997,0.00043964272,0.00035096562,0.000015767811,0.000019278168,0.00003406385,0.0027438512],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990435,0.00010373187,0.00024474662,0.00017898392,0.00018183925,0.00024719303],"domain_scores_gemma":[0.9990235,0.000064999615,0.00010460472,0.0005825729,0.00013848497,0.00008586802],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032135512,0.00013164929,0.00013971093,0.0001331134,0.0003933967,0.00066756946,0.0004995123,0.000057731257,0.0010522477],"category_scores_gemma":[0.00004327237,0.000117378535,0.00007980208,0.00004790517,0.00012757938,0.0012047014,0.00002474363,0.00028810065,0.0009493543],"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":[0.00003577451,0.0004019818,0.0025260907,0.000017959996,0.00006519218,0.000015980431,0.53295225,1.34981e-7,0.00005916975,0.3114868,0.086295664,0.066143],"study_design_scores_gemma":[0.00074492366,0.0009823883,0.010169425,0.000049101043,0.00006560126,0.000008056205,0.026065582,0.00009184833,0.00005763029,0.018572984,0.9425865,0.0006059863],"about_ca_topic_score_codex":0.0018266039,"about_ca_topic_score_gemma":0.0009954688,"teacher_disagreement_score":0.8562908,"about_ca_system_score_codex":0.000023703291,"about_ca_system_score_gemma":0.000029202098,"threshold_uncertainty_score":0.99986094},"labels":[],"label_agreement":null},{"id":"W419865030","doi":"","title":"VICTORIAN SCIENCE AND LITERATURE","year":2011,"lang":"en","type":"book","venue":"Pickering & Chatto eBooks","topic":"Publishing and Scholarly 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":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Computer science","score_opus":0.03872920472180757,"score_gpt":0.21271118747179082,"score_spread":0.17398198274998325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W419865030","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008527423,0.0014523419,0.0000019751285,0.00007595296,0.0011960339,0.00016094743,0.00002464789,0.00017392923,0.99606144],"genre_scores_gemma":[0.057776336,0.000051579627,0.00008252754,0.00019868827,0.0014838984,0.000023005423,0.000039951046,0.000050547103,0.9402935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986551,0.000027838814,0.00022496795,0.00039499687,0.00040347743,0.00029365832],"domain_scores_gemma":[0.9984343,0.000039207338,0.00016002682,0.00073940255,0.0004852659,0.00014178801],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00070123386,0.00026700008,0.00024107697,0.00032761687,0.0009251841,0.003877203,0.00084111944,0.00016368231,0.00010842795],"category_scores_gemma":[0.000091410395,0.00024417922,0.00005291196,0.000018441442,0.00084366626,0.000810924,0.0004036603,0.00084050285,0.00004430499],"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":[0.000006131961,0.000007361756,0.000008120017,0.000090119174,0.000022970036,0.000007733485,0.13179784,1.2528095e-8,0.000047657253,0.85523176,0.0053461557,0.00743417],"study_design_scores_gemma":[0.00009124265,0.00003382604,0.000044313485,0.00046481003,0.000021118196,0.00000828297,0.00013512558,0.0000032888827,0.000021352796,0.015343647,0.98354733,0.00028564996],"about_ca_topic_score_codex":0.000051635798,"about_ca_topic_score_gemma":0.00026954443,"teacher_disagreement_score":0.9782012,"about_ca_system_score_codex":0.0001599303,"about_ca_system_score_gemma":0.0004068114,"threshold_uncertainty_score":0.99715686},"labels":[],"label_agreement":null},{"id":"W4200173219","doi":"10.1164/rccm.202111-2478ed","title":"Ending on a Crescendo: Reflections on Seven Years of a Successful Journal","year":2021,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute for Health and Care Research","keywords":"MEDLINE; Intensive care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biography","score_opus":0.06400234314560496,"score_gpt":0.35225876604617695,"score_spread":0.28825642290057196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200173219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96118736,0.0036206858,0.00007470297,0.005431843,0.00070363324,0.000029246386,0.000010940123,0.00001011868,0.028931445],"genre_scores_gemma":[0.9967087,0.00009092097,0.000101282225,0.00205457,0.0009855374,7.435682e-7,0.0000010927623,0.000009682243,0.000047451314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847245,0.00043885983,0.00043206688,0.00009563456,0.000419065,0.00014191463],"domain_scores_gemma":[0.9977962,0.0007198834,0.00024044767,0.000173436,0.0008805543,0.00018950787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000694079,0.00008903835,0.00032194605,0.00024120012,0.00027437773,0.0001552621,0.00018842531,0.000025023792,0.00022233151],"category_scores_gemma":[0.0023456404,0.000069566704,0.000084867796,0.00011732529,0.0007903541,0.0003183058,0.000025776373,0.0007803003,0.0000010461343],"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":[0.000984714,0.0005314678,0.003447598,0.00016896299,0.00027015133,0.0011245479,0.12689275,0.0000142846975,0.0028904853,0.4295135,0.0071552377,0.4270063],"study_design_scores_gemma":[0.002173624,0.020678937,0.0067485548,0.0023984453,0.00032522556,0.00076458434,0.37659463,0.000003709461,0.00084004144,0.0036193756,0.5855138,0.00033912563],"about_ca_topic_score_codex":0.00002184122,"about_ca_topic_score_gemma":0.000033380777,"teacher_disagreement_score":0.57835853,"about_ca_system_score_codex":0.000050330764,"about_ca_system_score_gemma":0.00014721451,"threshold_uncertainty_score":0.33900598},"labels":[],"label_agreement":null},{"id":"W4200393894","doi":"10.3828/indexer.2021.40","title":"‘Indexing Unlimited’: the Indexing Society of Canada/Société canadienne d’indexation (ISC/SCI) Virtual Conference 2021","year":2021,"lang":"fr","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indexation; Search engine indexing; Coronavirus disease 2019 (COVID-19); Library science; Political science; Theme (computing); Pandemic; 2019-20 coronavirus outbreak; Computer science; World Wide Web; Medicine; Virology; Economics","score_opus":0.03267390329561004,"score_gpt":0.21984665430658706,"score_spread":0.18717275101097702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200393894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6168156,0.011296739,0.0005021548,0.21392898,0.0060324552,0.0005912263,0.0005627663,0.000054170378,0.15021586],"genre_scores_gemma":[0.90336394,0.0005163097,0.000041807078,0.0019122915,0.0009523321,0.000019465926,0.00010686147,0.000034064942,0.09305294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967385,0.00076463557,0.0006700036,0.00035406725,0.0006727413,0.0008000767],"domain_scores_gemma":[0.9959296,0.0010558395,0.0005273064,0.0012149767,0.0011067935,0.00016550873],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023432742,0.00031004244,0.00035993225,0.000044722157,0.0027365887,0.0013912057,0.0012169831,0.00023294096,0.0025659443],"category_scores_gemma":[0.0005202229,0.0002252831,0.00021781128,0.00031264118,0.0008500349,0.001000982,0.00043890905,0.0015432903,0.000009798061],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003036501,0.00014830992,0.00096866523,0.00008355939,0.00050789566,0.000011390762,0.11674235,0.0012115397,0.00035903393,0.7620354,0.088624835,0.029276598],"study_design_scores_gemma":[0.00052380125,0.000050353192,0.004856297,0.0004190994,0.00017528102,0.000022491022,0.11183366,0.0073984065,0.00056630856,0.0055669895,0.8681464,0.00044088505],"about_ca_topic_score_codex":0.72409934,"about_ca_topic_score_gemma":0.95391774,"teacher_disagreement_score":0.7795216,"about_ca_system_score_codex":0.00074452534,"about_ca_system_score_gemma":0.004394956,"threshold_uncertainty_score":0.9996455},"labels":[],"label_agreement":null},{"id":"W4205215161","doi":"10.3138/jsp.42.4.442","title":"Manuscript Makeovers","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rhetorical question; Section (typography); Publishing; Sociology; Library science; Advice (programming); Genre analysis; Linguistics; Literature; Philosophy; Computer science; Art","score_opus":0.14505073447855882,"score_gpt":0.23118198587164873,"score_spread":0.08613125139308991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205215161","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17637582,0.0014658647,0.00020144183,0.006057593,0.0032313094,0.000074378535,0.000010222069,0.000080608064,0.81250274],"genre_scores_gemma":[0.9881351,0.000052463056,0.0030178812,0.0015493305,0.0012509772,0.0000017107416,0.0000050027606,0.00002725829,0.00596026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977712,0.0002228405,0.0007492298,0.00013995945,0.00083119277,0.0002855984],"domain_scores_gemma":[0.9959246,0.00009729243,0.00083541905,0.00043855526,0.0024701809,0.00023396668],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004527992,0.000151328,0.00025001974,0.0005862287,0.00047334097,0.06886777,0.0019618445,0.00013026012,0.002230973],"category_scores_gemma":[0.0032909946,0.00012570372,0.00020357012,0.00013395536,0.00012171347,0.23893948,0.00017739825,0.00242389,0.00005401053],"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":[0.00011507043,0.0002768442,0.006549386,0.000021305865,0.00019674208,0.00006903855,0.09260357,0.0000013868041,0.00029788516,0.5342108,0.34561297,0.020045016],"study_design_scores_gemma":[0.0007520282,0.00021201126,0.007626879,0.000118550175,0.00006502531,0.00009654257,0.017599506,0.000009953775,0.00012527955,0.02284937,0.9503009,0.00024400573],"about_ca_topic_score_codex":0.00038953128,"about_ca_topic_score_gemma":0.00011080455,"teacher_disagreement_score":0.8117593,"about_ca_system_score_codex":0.00009958052,"about_ca_system_score_gemma":0.00015856713,"threshold_uncertainty_score":0.9998776},"labels":[],"label_agreement":null},{"id":"W4205523130","doi":"10.5860/rusq.59.3/4.7717","title":"Readers' Advisory: RUSA Books Awards: Listening to the Experts Who Create the Lists for America’s Readers","year":2021,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Active listening; Library science; Advisory committee; Psychology; Political science; Computer science; Public administration; Communication","score_opus":0.049628313567110165,"score_gpt":0.2722518967084381,"score_spread":0.2226235831413279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205523130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6917573,0.0061416477,0.0012744517,0.15101351,0.0022754562,0.002355562,0.000424503,0.0009668773,0.14379069],"genre_scores_gemma":[0.96063626,0.00012034845,0.00050649076,0.012238006,0.00078471546,0.00041277122,0.00027920544,0.000061148006,0.024961047],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789137,0.0003796274,0.00040416044,0.00046173012,0.00038093704,0.00048219404],"domain_scores_gemma":[0.9972179,0.00037325325,0.00021170119,0.0015068492,0.0005576899,0.00013262368],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00049761013,0.00028319357,0.00029970458,0.00007501618,0.0014465065,0.003758667,0.0015733147,0.00009060422,0.00016775311],"category_scores_gemma":[0.00004868958,0.00017603385,0.00014254071,0.00012477895,0.00013684513,0.0013971024,0.00011097409,0.0004003246,0.00008455909],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008204483,0.00007553946,0.0001486084,0.00010760806,0.00012242993,0.000004284666,0.9025196,0.000012241855,0.00015042177,0.024191016,0.027927363,0.044658832],"study_design_scores_gemma":[0.0001893311,0.00020471377,0.0006448587,0.00018050394,0.00004615369,0.0000033772349,0.23777002,0.00024884247,0.000037282076,0.00067728845,0.75976425,0.00023337749],"about_ca_topic_score_codex":0.004038412,"about_ca_topic_score_gemma":0.022663195,"teacher_disagreement_score":0.73183686,"about_ca_system_score_codex":0.000053208656,"about_ca_system_score_gemma":0.00011916867,"threshold_uncertainty_score":0.9998535},"labels":[],"label_agreement":null},{"id":"W4205793674","doi":"10.3138/jsp.36.3.129","title":"Why Can't Young Scholars Write Their Second Books First?","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Division of Graduate Education; Harvard University","keywords":"Publishing; Graduate education; Graduate students; Sociology; Job market; Management; Mathematics education; Pedagogy; Political science; Economics; Psychology; Law; Engineering","score_opus":0.04092768690239166,"score_gpt":0.2257232187248888,"score_spread":0.18479553182249714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205793674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61876225,0.0096235955,0.00015166879,0.1458663,0.0031812417,0.00025110584,0.000121308876,0.00021078793,0.22183171],"genre_scores_gemma":[0.9723641,0.00017443216,0.0016390431,0.013652661,0.004436576,0.0000066160082,0.000026553944,0.0000703732,0.0076295943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961906,0.00038605818,0.0013044019,0.00030147712,0.0012413372,0.0005761379],"domain_scores_gemma":[0.99358654,0.0003287672,0.0012530426,0.00078923214,0.0035887,0.00045373722],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006991329,0.00034227513,0.00049201655,0.0009584287,0.0015939577,0.17088874,0.0030042606,0.00027893178,0.0014823691],"category_scores_gemma":[0.0037285602,0.00028489775,0.00037307185,0.00021640316,0.00017298247,0.2551942,0.00035636633,0.005692241,0.000028764034],"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":[0.00010363852,0.00037077453,0.008023169,0.00005583864,0.0004141881,0.000038433885,0.07262788,0.00006336665,0.0008910342,0.054533795,0.8357654,0.027112456],"study_design_scores_gemma":[0.00095005136,0.00013245142,0.0026593525,0.00022401552,0.00004785381,0.00016849139,0.0055872686,0.00006352319,0.00015230442,0.0025836658,0.9870909,0.0003401372],"about_ca_topic_score_codex":0.00047811514,"about_ca_topic_score_gemma":0.009155197,"teacher_disagreement_score":0.35360187,"about_ca_system_score_codex":0.00044710285,"about_ca_system_score_gemma":0.00031835277,"threshold_uncertainty_score":0.9999603},"labels":[],"label_agreement":null},{"id":"W4205809070","doi":"10.33137/cjalrcbu.v7.36448","title":"Message from the Grassroots","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Academic Librarianship","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Ideology; Publishing; Commercialism; Sociology; Prestige; Power (physics); Politics; Grassroots; Political capital; Reactionary; Narrative; Managerialism; Media studies; Political science; Political economy; Law; Public relations","score_opus":0.07287108430953312,"score_gpt":0.2269546181280827,"score_spread":0.15408353381854958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205809070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.475609,0.038264357,0.000054021326,0.19678925,0.004258462,0.00009804332,0.00032698462,0.00003551848,0.28456438],"genre_scores_gemma":[0.9876845,0.00011633718,0.000068442794,0.00482508,0.0021226248,9.4460313e-7,0.000029446364,0.000015799036,0.0051368293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988108,0.00034081805,0.00036161958,0.000089161804,0.00017683244,0.00022075127],"domain_scores_gemma":[0.99842507,0.00045975935,0.00021447502,0.00032428198,0.00019181515,0.00038462222],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006830511,0.00008989924,0.00014482244,0.00008170907,0.00051196746,0.0016145149,0.0011647836,0.00011758454,0.002413623],"category_scores_gemma":[0.00095451006,0.00006422962,0.000100420184,0.00007881698,0.00017010952,0.0021127684,0.000030753607,0.0016434451,0.000025346975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006312642,0.0000054334773,0.02089443,0.0000031905056,0.00007704571,0.000104451174,0.03171705,0.0000030098379,0.000064427615,0.42245007,0.5202849,0.0043897033],"study_design_scores_gemma":[0.00017909393,0.000010181398,0.013125893,0.00008638251,0.000031974734,0.00003233965,0.0051949047,0.000003938718,0.000087300534,0.05721241,0.9239457,0.000089840636],"about_ca_topic_score_codex":0.004841053,"about_ca_topic_score_gemma":0.034454014,"teacher_disagreement_score":0.5120755,"about_ca_system_score_codex":0.000054337794,"about_ca_system_score_gemma":0.002212611,"threshold_uncertainty_score":0.9994219},"labels":[],"label_agreement":null},{"id":"W4205877735","doi":"10.3138/jsp.37.2.131","title":"Where Manuscript Development Meets Faculty Development","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Scholarship; Craft; Library science; Work (physics); Process (computing); Sociology; Public relations; Political science; Media studies; Computer science; Engineering; Visual arts; Art; Law","score_opus":0.06844926735587585,"score_gpt":0.24529889510244057,"score_spread":0.1768496277465647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205877735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77532357,0.007865992,0.0006222344,0.024918117,0.002860796,0.00022603513,0.00001647656,0.00019942046,0.18796739],"genre_scores_gemma":[0.9573071,0.000030531646,0.025003346,0.000640198,0.0017676117,0.000009069034,0.00009416449,0.000048166807,0.015099832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960682,0.00020254182,0.0014829414,0.0002357017,0.0015603515,0.000450271],"domain_scores_gemma":[0.99495804,0.00010158441,0.0011578157,0.00036778083,0.003188854,0.00022592867],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00531851,0.00026729173,0.00036838613,0.000651352,0.001270318,0.10048077,0.0019557269,0.00018317952,0.00034714353],"category_scores_gemma":[0.0010504968,0.00022251037,0.00015146208,0.00017158168,0.000081321756,0.13017592,0.00029105914,0.0022137081,0.00005491255],"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":[0.00009306759,0.00077485206,0.018296208,0.0001330088,0.00038844848,0.00009296193,0.06562593,0.00006785101,0.0010973407,0.13180383,0.6826895,0.09893703],"study_design_scores_gemma":[0.00067039195,0.000035619825,0.019639695,0.00025688283,0.000022617825,0.000042812924,0.0030358054,0.0000062629856,0.00037693666,0.0012489246,0.9743757,0.00028831782],"about_ca_topic_score_codex":0.00028294732,"about_ca_topic_score_gemma":0.0014465661,"teacher_disagreement_score":0.29168624,"about_ca_system_score_codex":0.0005070986,"about_ca_system_score_gemma":0.0007125342,"threshold_uncertainty_score":0.9770388},"labels":[],"label_agreement":null},{"id":"W4206049649","doi":"10.52086/001c.31721","title":"Review essay: Poetry in Australia and the John Leonard Press","year":2008,"lang":"en","type":"article","venue":"TEXT","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Context (archaeology); Reading (process); Work (physics); Literature; Media studies; Sociology; History; Art; Political science; Law; Engineering; Archaeology","score_opus":0.10756914342062257,"score_gpt":0.28613739478230155,"score_spread":0.17856825136167898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206049649","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35617337,0.19861548,0.0000031815614,0.027317125,0.00038230565,0.000613979,0.000017884937,0.00012435058,0.41675234],"genre_scores_gemma":[0.9633271,0.012293187,0.000014413992,0.0012823528,0.00009197013,0.000019372475,0.000006977405,0.000004805763,0.022959836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994824,0.00014588945,0.00013288007,0.00007427269,0.00007790829,0.0000866437],"domain_scores_gemma":[0.9995522,0.000081704464,0.00004169848,0.00027184564,0.00003347956,0.000019092411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048549238,0.000054308173,0.00011183886,0.000019578203,0.00021083103,0.00018304345,0.00022909451,0.000019397141,0.0002896691],"category_scores_gemma":[0.00009261353,0.000033978864,0.000025001264,0.000021071835,0.0002333468,0.00044426846,0.000054636315,0.00022221162,0.00003963964],"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":[0.00002938142,0.00006585863,0.0012710671,0.0002405758,0.000020426467,0.0000055888854,0.046083048,9.0395616e-7,0.0000027675424,0.54010284,0.40481746,0.007360066],"study_design_scores_gemma":[0.00033887613,0.0000073398637,0.0039416817,0.0002490376,0.000008406799,0.000008073138,0.00017541867,0.00001271957,0.0000011848233,0.0013874298,0.9938054,0.00006444134],"about_ca_topic_score_codex":0.0020289675,"about_ca_topic_score_gemma":0.0004976326,"teacher_disagreement_score":0.6071537,"about_ca_system_score_codex":0.000011218236,"about_ca_system_score_gemma":0.0000131932875,"threshold_uncertainty_score":0.31716734},"labels":[],"label_agreement":null},{"id":"W4206385785","doi":"10.19173/irrodl.v12i5.1074","title":"IRRODL Volume 12, Number 5","year":2011,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Publishing and Scholarly Communication","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":"Athabasca University","funders":"University of Aberdeen","keywords":"Volume (thermodynamics); Computer science; Physics","score_opus":0.25482826364655525,"score_gpt":0.41596581639955665,"score_spread":0.1611375527530014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206385785","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04333248,0.007613137,0.000026309637,0.012808326,0.00016018684,0.00044629892,0.00004868125,0.000019712796,0.93554485],"genre_scores_gemma":[0.982653,0.010352088,0.00006202478,0.00017795115,0.000056206558,0.000038743525,0.00012615438,0.000005748679,0.006528062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985813,0.00051108317,0.0002615545,0.000118177515,0.00038743118,0.00014047847],"domain_scores_gemma":[0.9989805,0.00027056105,0.000100792146,0.00022707263,0.00038385755,0.000037214304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058120275,0.000054691212,0.0001289343,0.000057247667,0.00026018216,0.0005220957,0.0014050627,0.000018099043,0.0036257512],"category_scores_gemma":[0.0016550136,0.000037103564,0.000029992356,0.00008177746,0.00024694522,0.0007097103,0.0007052187,0.0006319505,0.000077532575],"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":[0.0000993017,0.0002515079,0.11343582,0.0006601122,0.00007179376,0.000008233636,0.009005496,0.000002048237,0.000010046987,0.7834013,0.059201322,0.03385302],"study_design_scores_gemma":[0.0002400412,0.00003824154,0.014044405,0.0029189,0.0000051103752,0.0000052545406,0.004372131,0.00019599109,0.000005927441,0.007924011,0.97017854,0.00007146763],"about_ca_topic_score_codex":0.0028225267,"about_ca_topic_score_gemma":0.00021659902,"teacher_disagreement_score":0.93932056,"about_ca_system_score_codex":0.00003955222,"about_ca_system_score_gemma":0.00006035633,"threshold_uncertainty_score":0.99728507},"labels":[],"label_agreement":null},{"id":"W4206424381","doi":"10.52086/001c.31608","title":"<i>Eyemouth</i>: The Origins of a Novel","year":2009,"lang":"en","type":"article","venue":"TEXT","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"Simon Fraser University; Vancouver Island University; McGill University","keywords":"Biography; Literature; Art; Art history; History","score_opus":0.06181150706027206,"score_gpt":0.2581112487746532,"score_spread":0.19629974171438114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206424381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35730153,0.0003472906,0.000093547715,0.010068982,0.00020004497,0.00008579658,0.000016796956,0.000078024685,0.631808],"genre_scores_gemma":[0.99459994,0.0000068193253,0.000089694026,0.0008953645,0.0001341316,0.0000013788724,0.000005092397,0.000002729549,0.0042648385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967676,0.00001895803,0.00009747293,0.00004646862,0.00009131626,0.00006900854],"domain_scores_gemma":[0.99952,0.000044715976,0.00004915164,0.00030951772,0.00006299554,0.000013614479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021054082,0.000039058825,0.000054663815,0.000023224908,0.00017501306,0.00022485507,0.00033022236,0.000013408022,0.0002034416],"category_scores_gemma":[0.000041065887,0.000023907978,0.00003173747,0.000025873846,0.00006582404,0.00030693816,0.000017733797,0.000117679396,0.00003232788],"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":[0.0000027969454,0.000063624015,0.000023322253,0.0000010355255,0.0000039721253,5.2740972e-8,0.016888982,0.0000015710223,0.00030673572,0.9681312,0.0073190397,0.0072577046],"study_design_scores_gemma":[0.00015969889,0.000037119218,0.001824048,0.000010254587,0.000007285837,7.314111e-7,0.0012136401,0.000082028,0.00006833667,0.0033819922,0.99316496,0.000049920236],"about_ca_topic_score_codex":0.0003427429,"about_ca_topic_score_gemma":0.00014409568,"teacher_disagreement_score":0.9858459,"about_ca_system_score_codex":0.000013692867,"about_ca_system_score_gemma":0.000017151453,"threshold_uncertainty_score":0.22275428},"labels":[],"label_agreement":null},{"id":"W4206489874","doi":"10.1353/vpr.2007.0043","title":"\"Different Planes of Sensuous Form\": American Critical and Popular Responses to Elizabeth Barrett Browning's Aurora Leigh and Last Poems: Annotated Bibliography, American Periodicals, 1856-62","year":2007,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Publishing and Scholarly Communication","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":"Poetry; Diction; Scholarship; Politics; Literature; History; Browning; Art history; Classics; Art; Law; Political science; Biology","score_opus":0.0313548256655233,"score_gpt":0.30609196329370375,"score_spread":0.27473713762818047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206489874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147246,0.07503985,0.00007526535,0.007982618,0.0003311913,0.0006454097,0.0003228167,0.00020978304,0.0006685031],"genre_scores_gemma":[0.9397209,0.05612499,0.00065430626,0.0028880003,0.00032569916,0.0000383787,0.0001174845,0.000053248987,0.00007697986],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963142,0.00067045604,0.0010846334,0.0005986894,0.00066063023,0.0006713411],"domain_scores_gemma":[0.9970277,0.00068985025,0.0003672928,0.00075766124,0.00040639416,0.0007510873],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016481241,0.00045541316,0.0012557587,0.001659764,0.00078494864,0.0013359984,0.00051715504,0.000088965164,0.00014664781],"category_scores_gemma":[0.001852485,0.00036641193,0.00019003684,0.0016289265,0.0024678304,0.00054401025,0.0002636281,0.0005554216,0.000015749303],"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":[0.0021258653,0.002335668,0.38448933,0.012090308,0.0011403224,0.00036258964,0.088361084,5.112862e-7,0.004043025,0.12785542,0.122940704,0.25425518],"study_design_scores_gemma":[0.00028340213,0.00082264113,0.06806879,0.0017263031,0.0001509768,0.000041379124,0.0011982035,0.0000064835394,0.000023993154,0.00013009994,0.9270298,0.00051794626],"about_ca_topic_score_codex":0.0011789382,"about_ca_topic_score_gemma":0.00085495197,"teacher_disagreement_score":0.80408907,"about_ca_system_score_codex":0.000032563563,"about_ca_system_score_gemma":0.000071670525,"threshold_uncertainty_score":0.99987876},"labels":[],"label_agreement":null},{"id":"W4210383847","doi":"10.1175/1520-0477-84.8.1089","title":"45 BEACON","year":2003,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Connaught Fund; Frances McClelland Institute for Children, Youth, and Families","keywords":"Environmental science; Meteorology; Computer science; Geography","score_opus":0.027893040001204905,"score_gpt":0.22769731432828355,"score_spread":0.19980427432707865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210383847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84253556,0.00027108303,0.00003577925,0.014435053,0.00018794421,0.00011642048,0.000009284086,0.000072789204,0.1423361],"genre_scores_gemma":[0.9887852,0.000049821938,0.0022984594,0.0051266877,0.00006424708,0.000011151377,0.0000018701826,0.000007637878,0.0036549456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880534,0.00047453624,0.0001978384,0.00014473831,0.00019462843,0.00018292535],"domain_scores_gemma":[0.9988717,0.00027451696,0.00026435158,0.00045910524,0.00008736826,0.000042966294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009004853,0.00009676072,0.00020935194,0.000007684803,0.00036546815,0.00011940549,0.0006198384,0.000033690616,0.0019903185],"category_scores_gemma":[0.0006146444,0.00005610464,0.0003251146,0.0000599426,0.0011952643,0.00003813393,0.000118089236,0.00033074454,0.000046914793],"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":[0.000036645146,0.00034141683,0.0036851533,0.000012544369,0.00015458695,3.5601062e-7,0.0067782234,0.000019035018,0.0011290997,0.5592314,0.42039412,0.008217428],"study_design_scores_gemma":[0.00011473697,0.000106765394,0.0037512437,0.000003896196,0.000020401865,0.0000010294292,0.0019064576,0.0000060816824,0.00018503946,0.0036279408,0.99018896,0.00008742442],"about_ca_topic_score_codex":0.00034184987,"about_ca_topic_score_gemma":0.000007663821,"teacher_disagreement_score":0.5697949,"about_ca_system_score_codex":0.000021481756,"about_ca_system_score_gemma":0.000016235912,"threshold_uncertainty_score":0.998922},"labels":[],"label_agreement":null},{"id":"W4211101646","doi":"10.2139/ssrn.4025440","title":"Crossing the Line","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Line (geometry); Mathematics; Geometry","score_opus":0.026565533024970757,"score_gpt":0.24050143886068023,"score_spread":0.21393590583570948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211101646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8550471,0.019247146,0.00074066897,0.04844606,0.0018892952,0.00016572308,0.000012454415,0.0001477832,0.07430374],"genre_scores_gemma":[0.97619575,0.00017654616,0.0000055358946,0.00048817607,0.0006427795,0.000007001653,0.0000056497074,0.000010268671,0.022468274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856347,0.00022697725,0.00014489377,0.0000639534,0.00023393448,0.0007667497],"domain_scores_gemma":[0.99955297,0.000053586282,0.00010556182,0.00020538039,0.000061819956,0.000020699867],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033411938,0.00005663946,0.00005611905,0.000049671416,0.006393017,0.0020799055,0.0006755577,0.000008764107,0.0005173391],"category_scores_gemma":[0.00005505546,0.000038423994,0.00006491827,0.000043741533,0.00010112518,0.0005152556,0.00012437212,0.0032767279,0.0000133922595],"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":[0.000009759535,0.000030715993,0.00008232219,3.759928e-7,0.000032763804,5.0030485e-7,0.011160994,0.00006960899,0.000019227879,0.9731296,0.0016792871,0.013784878],"study_design_scores_gemma":[0.00016743237,0.00012456944,0.0000482794,0.0000017215359,0.000011114373,0.00015197507,0.024490504,0.00011262942,0.0000020406167,0.25317287,0.7216507,0.000066152155],"about_ca_topic_score_codex":0.00019646679,"about_ca_topic_score_gemma":0.00170929,"teacher_disagreement_score":0.7199714,"about_ca_system_score_codex":0.00044389023,"about_ca_system_score_gemma":0.0010128878,"threshold_uncertainty_score":0.9990228},"labels":[],"label_agreement":null},{"id":"W4224234081","doi":"10.29173/cais1310","title":"Project to automate the Canadian Education Index: Looking for a language / Project pour l'automatisation du répertoire Canadien sur l'education: a la recherche d'un langage","year":2022,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Repertoire; Humanities; Index (typography); Library science; Computer science; Art; Programming language; Literature","score_opus":0.08849376140955086,"score_gpt":0.30942703276697986,"score_spread":0.22093327135742902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224234081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9104777,0.0012719206,0.000006283777,0.05378128,0.0006651818,0.0018581266,0.0010491216,0.0000682594,0.030822117],"genre_scores_gemma":[0.9834456,0.000057168832,0.00082505425,0.001038508,0.0003776752,0.000934271,0.00008318376,0.000047091075,0.013191441],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770474,0.000520479,0.00052481354,0.0003295424,0.00044675937,0.00047368172],"domain_scores_gemma":[0.9783339,0.00073791447,0.0007835725,0.0003802083,0.019617712,0.0001466763],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004272663,0.0002852876,0.0003367549,0.0004395992,0.0018392536,0.007714126,0.0022221685,0.00020619229,0.00006955248],"category_scores_gemma":[0.027156578,0.00023448444,0.0001616004,0.0005055958,0.0002721826,0.0062374654,0.0004414794,0.0009388043,0.0000015622458],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008909618,0.00032478652,0.012789412,0.0004661282,0.00012412004,6.5398547e-7,0.73749906,0.000009116519,0.00034374514,0.098980926,0.07780488,0.071568064],"study_design_scores_gemma":[0.00034470262,0.00022899592,0.02281743,0.0005668001,0.00015071641,0.00007812447,0.14469153,0.0017155559,0.00033492403,0.0036460739,0.8250623,0.0003628755],"about_ca_topic_score_codex":0.5559879,"about_ca_topic_score_gemma":0.22877766,"teacher_disagreement_score":0.7472574,"about_ca_system_score_codex":0.0012940753,"about_ca_system_score_gemma":0.011334171,"threshold_uncertainty_score":0.9994602},"labels":[],"label_agreement":null},{"id":"W4224482776","doi":"10.5206/cjilsrcsib.v45i1.13745","title":"A bibliometric study of the work of Rosalind E. Franklin (1920-1958)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; White (mutation); Construct (python library); Art history; Class (philosophy); Art; History; Philosophy; Library science; Biology; Epistemology; Computer science; Genetics","score_opus":0.025749530808035225,"score_gpt":0.20591605653797504,"score_spread":0.18016652572993982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224482776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904602,0.00029989457,0.0000027352207,0.0007968148,0.00036823994,0.00006966542,0.000020137837,0.0000021022286,0.007980187],"genre_scores_gemma":[0.99950737,0.000007990466,0.00003494654,0.00029443478,0.000018782332,8.5795887e-7,0.0000013972,0.0000013943446,0.00013283629],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99910426,0.000068816065,0.00036857693,0.000026866872,0.0003474955,0.00008395523],"domain_scores_gemma":[0.9990852,0.000044087486,0.0004380275,0.00015269549,0.00016025853,0.00011973514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010264531,0.00003349349,0.00007781021,0.009156485,0.00073327025,0.00070167653,0.0008682823,0.000007940744,0.0003203417],"category_scores_gemma":[0.000182112,0.000024476927,0.000025932306,0.009431967,0.0002662107,0.008119307,0.000089584806,0.000213921,5.000112e-7],"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":[0.00005238068,0.0001398501,0.36355162,0.00003620995,0.00003613524,0.0000021108633,0.47082525,0.0010923081,0.000018021927,0.06494554,0.023483068,0.07581752],"study_design_scores_gemma":[0.000618218,0.00045992626,0.64674133,0.000041581923,0.000012463998,0.00001673952,0.07395447,0.00022438409,0.000039989805,0.0006534055,0.2771358,0.00010173952],"about_ca_topic_score_codex":0.0012541303,"about_ca_topic_score_gemma":0.00045670327,"teacher_disagreement_score":0.3968708,"about_ca_system_score_codex":0.00001760845,"about_ca_system_score_gemma":0.0009924487,"threshold_uncertainty_score":0.8170237},"labels":[],"label_agreement":null},{"id":"W4229495204","doi":"10.3138/jsp.44.2.008","title":"The Consequences of a Life in Scholarly Publishing","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Nature versus nurture; Sociology; Power (physics); Set (abstract data type); Epistemology; Media studies; Social science; Political science; Law; Computer science; Philosophy","score_opus":0.08451408128014952,"score_gpt":0.26408601040228985,"score_spread":0.17957192912214032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229495204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8261707,0.028864723,0.00005181831,0.061415654,0.0033044498,0.00019689089,0.000021980879,0.000048998656,0.07992483],"genre_scores_gemma":[0.9951143,0.0003937807,0.00073475257,0.0012404865,0.001862514,0.000007101875,0.000007131761,0.00003181669,0.00060809316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939441,0.0011633327,0.0020419434,0.00018667997,0.001944303,0.000719648],"domain_scores_gemma":[0.9888664,0.0017970451,0.0024585442,0.00072709116,0.005643509,0.00050743076],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.03149095,0.00024575257,0.0005338279,0.0010183973,0.00104329,0.29561597,0.0041105305,0.0002886972,0.00012604134],"category_scores_gemma":[0.0745714,0.00017035249,0.00026559966,0.0005592139,0.00053329655,0.6131179,0.00043301194,0.0061473073,0.00000847546],"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":[0.00018521247,0.00038280003,0.25489876,0.000053698885,0.00022825091,0.000008562821,0.052105527,0.00001829491,0.0013578212,0.6250678,0.047736168,0.017957147],"study_design_scores_gemma":[0.0022881858,0.0002395427,0.07399227,0.00072357355,0.00009027814,0.000101313395,0.0630947,0.00003268748,0.00021415672,0.02625658,0.83242404,0.00054266694],"about_ca_topic_score_codex":0.0015783475,"about_ca_topic_score_gemma":0.0007471798,"teacher_disagreement_score":0.7846879,"about_ca_system_score_codex":0.00026511625,"about_ca_system_score_gemma":0.00083264813,"threshold_uncertainty_score":0.9972839},"labels":[],"label_agreement":null},{"id":"W4229782676","doi":"10.3138/jsp.45.4.409","title":"Book Reviews","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Guardian; Promotion (chess); Midge; Sociology; Management; Political science; Economics; Law; Ecology; Biology","score_opus":0.05665069579184208,"score_gpt":0.2504650920330488,"score_spread":0.19381439624120672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229782676","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01980621,0.12341041,0.0019539157,0.09316386,0.0055509275,0.00027772482,0.000008491324,0.00015570698,0.75567275],"genre_scores_gemma":[0.8359277,0.0053804927,0.0076095895,0.071256496,0.01787126,0.000015828993,0.000035386623,0.00012769674,0.061775528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972562,0.0006288451,0.0009927726,0.00013699815,0.00073525286,0.00024992597],"domain_scores_gemma":[0.9957729,0.0002769002,0.0011779662,0.00051791314,0.002029184,0.00022515496],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012181949,0.00015008998,0.00037741772,0.00045018713,0.00053063536,0.108114,0.0018556337,0.00011369266,0.0009818892],"category_scores_gemma":[0.0142527735,0.00011487021,0.00023822268,0.00011587864,0.000087344495,0.2387898,0.00015358492,0.0024890017,0.00007638929],"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":[0.000012018005,0.000052833235,0.00040479188,0.00001748154,0.000026967567,0.0000019042795,0.0059311036,0.0000022095462,0.0001230557,0.10477098,0.85403407,0.034622587],"study_design_scores_gemma":[0.00037248433,0.00010684926,0.00044665107,0.00017632628,0.000030433584,0.000027779772,0.000503962,0.000028689597,0.000015678008,0.004520344,0.993635,0.00013577736],"about_ca_topic_score_codex":0.00005390288,"about_ca_topic_score_gemma":0.000032870856,"teacher_disagreement_score":0.8161215,"about_ca_system_score_codex":0.000096283744,"about_ca_system_score_gemma":0.000093070776,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W4230271260","doi":"10.3138/jsp.39.3.197","title":"The Publishing Experiences of Historians","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly 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":"Publishing; Publication; Process (computing); Public relations; Library science; History; Sociology; Media studies; Political science; Computer science; Law","score_opus":0.07362299713987175,"score_gpt":0.2362609948590433,"score_spread":0.16263799771917156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230271260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83129305,0.010113547,0.00017374792,0.023847977,0.0069859223,0.000116271825,0.000007800435,0.00006239735,0.1273993],"genre_scores_gemma":[0.993645,0.00036133282,0.0005813274,0.00038650705,0.0020837584,0.000006209445,0.0000039867286,0.000021934187,0.002909927],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961582,0.0004220669,0.0012572424,0.00015774502,0.0016635198,0.00034122082],"domain_scores_gemma":[0.99160993,0.0008700174,0.0018113832,0.00060110074,0.0049055554,0.00020199912],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00833861,0.00016603491,0.00033582843,0.00044976937,0.0022185245,0.094538674,0.0036992864,0.00015408709,0.00012808217],"category_scores_gemma":[0.019098045,0.00011009205,0.00025801017,0.0002717047,0.00055152935,0.27979946,0.00025119874,0.002769055,0.00000338285],"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":[0.00007816042,0.0001382517,0.0021198797,0.000014267232,0.00012223113,0.000023506322,0.59932923,0.000008125757,0.00036417317,0.109973155,0.27893177,0.008897254],"study_design_scores_gemma":[0.00048307964,0.00014453994,0.001056963,0.0000941168,0.000023906241,0.00012992429,0.14482822,0.000018072935,0.00010978072,0.0029347201,0.8500184,0.00015829138],"about_ca_topic_score_codex":0.00040130725,"about_ca_topic_score_gemma":0.00015259658,"teacher_disagreement_score":0.57108665,"about_ca_system_score_codex":0.00020178793,"about_ca_system_score_gemma":0.00051965367,"threshold_uncertainty_score":0.99953157},"labels":[],"label_agreement":null},{"id":"W4230301455","doi":"10.1353/lac.2014.0021","title":"Boots Book-lovers’ Library and the Novel: The Impact of a Circulating Library Market on Twentieth-Century Fiction","year":2014,"lang":"en","type":"article","venue":"Information & Culture","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Censorship; Quarter (Canadian coin); Reading (process); Club; Library science; History; Art; Art history; Media studies; Literature; Sociology; Law; Political science; Archaeology; Computer science","score_opus":0.012343380778879613,"score_gpt":0.205390426153158,"score_spread":0.1930470453742784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230301455","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060404878,0.0006315007,0.00006588899,0.0041304356,0.0003261984,0.00037292234,0.000079928286,0.00016583763,0.9338224],"genre_scores_gemma":[0.9949723,0.00026425355,0.000036107824,0.0021374482,0.0001886684,0.0000105803165,0.00018656428,0.000008139532,0.0021959431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992622,0.00013401324,0.00027379717,0.000057344103,0.00017352118,0.00009910837],"domain_scores_gemma":[0.99917173,0.00015839959,0.00029564064,0.00030338953,0.00004121944,0.00002962605],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00030831888,0.00010673718,0.00010661755,0.000057698187,0.0004907254,0.0016575909,0.00028126736,0.000061702274,0.000455137],"category_scores_gemma":[0.000099106706,0.00005111845,0.00010335504,0.000060021175,0.00013461393,0.012986014,0.00008765761,0.00032291608,0.000008854902],"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":[0.00020179775,0.00003801148,0.0004148791,0.000040862808,0.00008335553,4.270772e-8,0.12791511,0.00021488934,0.000026864947,0.41370034,0.4510926,0.0062712496],"study_design_scores_gemma":[0.0008094882,0.000056457684,0.007097795,0.00006863677,0.000016787953,0.0000035452006,0.004529483,0.007458644,0.000013609086,0.0008506513,0.9789985,0.00009641844],"about_ca_topic_score_codex":0.000032636144,"about_ca_topic_score_gemma":7.3600086e-7,"teacher_disagreement_score":0.9345674,"about_ca_system_score_codex":0.000008533985,"about_ca_system_score_gemma":0.000021352764,"threshold_uncertainty_score":0.9993788},"labels":[],"label_agreement":null},{"id":"W4230325929","doi":"10.1007/bf03022047","title":"Book New Media Reviews","year":2007,"lang":"fr","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.03283790997208685,"score_gpt":0.23522171283432783,"score_spread":0.20238380286224097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230325929","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05406248,0.8144721,0.00008694821,0.103287,0.00667628,0.00030269477,0.000022047774,0.00001808252,0.021072393],"genre_scores_gemma":[0.30893767,0.083657905,0.0042357747,0.012242663,0.08320403,0.0000056503436,0.00009689284,0.0006904262,0.506929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937773,0.00063982874,0.0025658216,0.00029424895,0.000821567,0.001901237],"domain_scores_gemma":[0.98698634,0.00041820665,0.0022568433,0.0006777063,0.0015637145,0.008097204],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010442828,0.0006327503,0.001146172,0.0017683728,0.0021804832,0.003970402,0.0023716392,0.00050701963,0.006443958],"category_scores_gemma":[0.0015313923,0.00060163904,0.00078291947,0.00042952335,0.0008601223,0.004638158,0.000020976018,0.003542716,0.00023614803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056581204,0.00003828888,0.0003054497,0.000048469014,0.000104100654,0.23483941,0.020154744,0.000014543368,0.0000021417243,0.017178724,0.6922689,0.034988664],"study_design_scores_gemma":[0.0004219936,0.0003299405,0.00064381346,0.0007126955,0.00017015278,0.4471654,0.0014942952,0.000002310104,0.000004292268,0.00093976315,0.54776305,0.00035228286],"about_ca_topic_score_codex":0.08814163,"about_ca_topic_score_gemma":0.28912252,"teacher_disagreement_score":0.73081416,"about_ca_system_score_codex":0.0022950084,"about_ca_system_score_gemma":0.012303816,"threshold_uncertainty_score":0.9996435},"labels":[],"label_agreement":null},{"id":"W4230345768","doi":"10.1002/9781118405376.wbevl258","title":"Prose, nonfiction","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Victorian Literature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Period (music); Publishing; Key (lock); Politics; Criticism; Media studies; Literature; Sociology; History; Social science; Art; Aesthetics; Political science; Law; Computer science","score_opus":0.013738209947738552,"score_gpt":0.22155886041776376,"score_spread":0.2078206504700252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230345768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020361313,0.0094598625,0.0000012679159,0.00049601507,0.005031114,0.0002647732,0.00045778838,0.00019542903,0.9840734],"genre_scores_gemma":[0.00075677695,0.0007846969,0.00006340897,0.00006629252,0.010932016,0.000024094204,0.0008122551,0.00018916411,0.9863713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989181,0.000165699,0.00023818502,0.00018084799,0.0003402301,0.0001569514],"domain_scores_gemma":[0.9984185,0.000042097556,0.00032732834,0.00088645687,0.0002684411,0.000057139063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039645028,0.00022700542,0.00025095372,0.00017764124,0.00012906504,0.0005720724,0.0007598819,0.00026435766,0.0012729774],"category_scores_gemma":[0.000104922205,0.00014211696,0.000075567295,0.00011621378,0.00013561365,0.00037291925,0.000079158046,0.0007231544,0.000089887086],"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":[0.0000099427,0.000030833537,0.0000035840073,0.000050817802,0.0000370107,5.321246e-7,0.047634237,1.2013254e-7,0.0000011925968,0.05194758,0.8999946,0.00028952956],"study_design_scores_gemma":[0.00013725857,0.000044510893,0.000008364155,0.00034596355,0.000033135293,0.0000013460445,0.00019539235,9.569396e-7,5.535965e-7,0.0014019241,0.99766886,0.00016173188],"about_ca_topic_score_codex":0.00013455626,"about_ca_topic_score_gemma":0.00065064104,"teacher_disagreement_score":0.09767424,"about_ca_system_score_codex":0.000028227185,"about_ca_system_score_gemma":0.00009391551,"threshold_uncertainty_score":0.99964},"labels":[],"label_agreement":null},{"id":"W4230492936","doi":"10.3138/jsp.36.3.133","title":"The Marketing That Authors Really Want","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Restructuring; Point (geometry); Marketing; Process (computing); Business; Public relations; Advertising; Sociology; Political science; Computer science","score_opus":0.05619576802137495,"score_gpt":0.2497442901438618,"score_spread":0.19354852212248685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230492936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38472283,0.008945765,0.00013628721,0.30550605,0.004050947,0.00018363897,0.000012676708,0.00014833704,0.29629347],"genre_scores_gemma":[0.9841057,0.00042201992,0.0017777337,0.0012023626,0.003573911,0.000003062249,0.000004836803,0.00003261409,0.008877776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623203,0.0008686443,0.0009349845,0.00016477541,0.0013708251,0.00042875667],"domain_scores_gemma":[0.9941808,0.0012800773,0.001264626,0.00057481515,0.0024504028,0.00024926092],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.026477821,0.00017848461,0.00024381225,0.00034744444,0.0022930468,0.20291817,0.0027695207,0.00014494406,0.00018283518],"category_scores_gemma":[0.014698814,0.00011424221,0.0002315369,0.0001402804,0.00016152847,0.17168325,0.00028925427,0.0038440563,0.000020158772],"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":[0.00021588527,0.0001360325,0.00429711,0.000018327271,0.00021877751,0.000018363236,0.033497956,0.000041352912,0.0002933863,0.15072905,0.38933405,0.4211997],"study_design_scores_gemma":[0.00038346378,0.000041451873,0.007721918,0.00014588393,0.00003382366,0.000064184416,0.008959605,0.0000981786,0.000020707339,0.0034383025,0.9789354,0.00015703026],"about_ca_topic_score_codex":0.00010361821,"about_ca_topic_score_gemma":0.00048323753,"teacher_disagreement_score":0.5993829,"about_ca_system_score_codex":0.00024118167,"about_ca_system_score_gemma":0.00025765089,"threshold_uncertainty_score":0.99900585},"labels":[],"label_agreement":null},{"id":"W4230545602","doi":"10.3138/jsp.40.2.184","title":"Reflections on Ten Years of Teaching Writing for Publication to Graduate Students and Junior Faculty","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":46,"is_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":"Publishing; Style (visual arts); Graduate students; Mathematics education; Course (navigation); Medical education; Psychology; Pedagogy; Political science; Medicine; Engineering; Visual arts; Art","score_opus":0.2143210131868709,"score_gpt":0.40399792637140514,"score_spread":0.18967691318453422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230545602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458526,0.00012143548,0.00043550946,0.035018824,0.00039075754,0.00026273422,0.00004545186,0.0000474967,0.017825242],"genre_scores_gemma":[0.9907706,0.000015201243,0.0063148057,0.001603944,0.0006377666,0.000006278097,0.000029719216,0.000016746439,0.00060497597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977199,0.00019921911,0.000786783,0.00018055072,0.000887776,0.00022578923],"domain_scores_gemma":[0.9958134,0.00029233034,0.00078643556,0.00029004886,0.0026191666,0.00019858386],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006211734,0.00012613805,0.00026388865,0.00086005824,0.00066959637,0.04484392,0.0010776914,0.00009225664,0.000007598382],"category_scores_gemma":[0.011255802,0.0001179559,0.000118266165,0.00016655817,0.000035679997,0.05640519,0.000103331615,0.0016063584,0.0000016324467],"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":[0.00037273872,0.0011060663,0.0085953325,0.000057291094,0.00028375525,0.0000057550283,0.10378125,0.00006117922,0.0054931315,0.3895032,0.0997473,0.39099297],"study_design_scores_gemma":[0.004285493,0.0036675504,0.44219655,0.0016257064,0.00025722044,0.00009355601,0.03754912,0.00009366851,0.00029003771,0.028643817,0.4804502,0.00084707583],"about_ca_topic_score_codex":0.000095591095,"about_ca_topic_score_gemma":0.000037861217,"teacher_disagreement_score":0.43360123,"about_ca_system_score_codex":0.00012642013,"about_ca_system_score_gemma":0.00007529018,"threshold_uncertainty_score":0.9970728},"labels":[],"label_agreement":null},{"id":"W4231101189","doi":"10.1002/div.3305","title":"Wiley (John) &amp; Sons Inc.","year":2005,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Encyclopedia; Library science; Electronic publishing; Scientific publishing; Political science; Media studies; Sociology; The Internet; Computer science; World Wide Web; Law","score_opus":0.05310826331842164,"score_gpt":0.2561011621320577,"score_spread":0.20299289881363605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231101189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66565335,0.0025500993,0.00025037612,0.063438416,0.0028562346,0.00036200273,0.00016324891,0.0007655937,0.2639607],"genre_scores_gemma":[0.9748649,0.00028652462,0.000409248,0.0010228273,0.0011639338,0.000021981523,0.00018785908,0.000025203095,0.022017539],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987596,0.00012555582,0.00026907033,0.00022152023,0.00031993238,0.0003042923],"domain_scores_gemma":[0.99905664,0.000056173143,0.00010362314,0.00057960046,0.00007166597,0.00013231966],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048859755,0.00016417411,0.00014957451,0.00014039881,0.00071165233,0.00075289916,0.0006353205,0.00005341165,0.0051779062],"category_scores_gemma":[0.000113879534,0.00015042034,0.00010479068,0.000056855188,0.000098574375,0.0018814234,0.00016960375,0.000360343,0.0020218187],"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":[0.000028757167,0.0002613304,0.0037349283,0.000017070544,0.00014562337,0.0000015422244,0.03005289,0.00014301477,0.0002864293,0.1513306,0.7765812,0.037416596],"study_design_scores_gemma":[0.00020163659,0.000014508175,0.0009529247,0.000020799898,0.000027912309,9.4955413e-7,0.0006127435,0.00006240124,0.000027886721,0.00063981133,0.99723727,0.00020114421],"about_ca_topic_score_codex":0.00076855527,"about_ca_topic_score_gemma":0.004965354,"teacher_disagreement_score":0.30921155,"about_ca_system_score_codex":0.000076921264,"about_ca_system_score_gemma":0.000036919937,"threshold_uncertainty_score":0.9987552},"labels":[],"label_agreement":null},{"id":"W4231229476","doi":"10.3138/jsp.37.1.48","title":"A Bibliography of Books and Journal Articles on Scholarly Publishing","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bibliography; Publishing; Library science; Computer science; Political science; Law","score_opus":0.06095155669188632,"score_gpt":0.25005199890531615,"score_spread":0.18910044221342984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231229476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85686755,0.010882646,0.000163423,0.0527914,0.0012530799,0.0001524927,0.00003046142,0.000073237585,0.07778571],"genre_scores_gemma":[0.9862339,0.0036548637,0.0039614555,0.0026236032,0.0030828337,0.000002653403,0.0000055145238,0.000052573727,0.0003826415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942441,0.0006744122,0.0018897323,0.0002902803,0.0023433242,0.0005581265],"domain_scores_gemma":[0.98800224,0.00068663195,0.0024525884,0.0006072957,0.007622625,0.0006286381],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.015573278,0.00032977364,0.00060788373,0.024326118,0.0012205184,0.4010078,0.002641491,0.00031563087,0.00022444289],"category_scores_gemma":[0.012435145,0.0002704472,0.0004181959,0.0032810257,0.0003173383,0.5351607,0.00035468792,0.007496388,0.000006881755],"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":[0.00044010198,0.00081125385,0.034537427,0.000077576595,0.00065897394,0.00005116422,0.027365725,0.000078381105,0.0035195446,0.12836432,0.6811563,0.12293927],"study_design_scores_gemma":[0.0035352567,0.0010892842,0.024695203,0.0011401764,0.00021063868,0.0006062027,0.013596318,0.00012581609,0.00066869205,0.027642924,0.9260761,0.000613398],"about_ca_topic_score_codex":0.00022838937,"about_ca_topic_score_gemma":0.00014323933,"teacher_disagreement_score":0.24491984,"about_ca_system_score_codex":0.000083171806,"about_ca_system_score_gemma":0.00022284566,"threshold_uncertainty_score":0.9999748},"labels":[],"label_agreement":null},{"id":"W4231832533","doi":"10.3138/jsp.36.3.139","title":"Adventures in Trade Publishing","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Memoir; Promotion (chess); Adventure; Order (exchange); Dream; Media studies; Sociology; Public relations; Political science; Law; History; Business; Art history; Psychology; Politics","score_opus":0.0495910561293315,"score_gpt":0.25000940022190504,"score_spread":0.20041834409257353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231832533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51435775,0.00958063,0.00009827503,0.25059113,0.0024061725,0.00018961694,0.000022237477,0.00012785976,0.22262636],"genre_scores_gemma":[0.98970836,0.00012739394,0.0019686907,0.0034175236,0.0038177017,0.0000037332068,0.000015668596,0.000035433506,0.0009054904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961702,0.00044232543,0.0013540133,0.00022642835,0.0013349043,0.00047211396],"domain_scores_gemma":[0.996738,0.00037409787,0.0010342273,0.00047389773,0.0010971184,0.00028264977],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0096987225,0.00022052067,0.00040010287,0.0014014998,0.00043571286,0.21768467,0.0027614923,0.0002570845,0.00038029125],"category_scores_gemma":[0.010592414,0.00019139436,0.0002364024,0.00034326882,0.00010265713,0.47601473,0.00022230363,0.0055332785,0.000012175774],"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":[0.00014583445,0.0007346631,0.017615296,0.000045715304,0.00015549269,0.000070217815,0.0924613,0.00041984575,0.0006420743,0.3379103,0.33016622,0.21963304],"study_design_scores_gemma":[0.0013412577,0.0000878748,0.014514264,0.00025983597,0.000025938643,0.00007390629,0.007655681,0.00013522792,0.00005182641,0.0062382887,0.9693535,0.00026242557],"about_ca_topic_score_codex":0.00032015878,"about_ca_topic_score_gemma":0.0014607697,"teacher_disagreement_score":0.6391873,"about_ca_system_score_codex":0.00041110854,"about_ca_system_score_gemma":0.0002873981,"threshold_uncertainty_score":0.99774176},"labels":[],"label_agreement":null},{"id":"W4232370666","doi":"10.3138/jsp.38.4.229","title":"Significant University Press Titles for Undergraduates, 2006–2007","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Mathematics education; Media studies; Psychology","score_opus":0.06670111206130658,"score_gpt":0.24731486253483173,"score_spread":0.18061375047352515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232370666","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.129186,0.005758118,0.029564688,0.03809539,0.0074678073,0.0007166901,0.00027989902,0.00027681695,0.78865457],"genre_scores_gemma":[0.9660374,0.00014737216,0.00562091,0.00056725263,0.002546957,6.5674504e-7,0.000031749943,0.000035733734,0.02501197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824923,0.00012944815,0.00054089323,0.00014837475,0.0006020217,0.0003300564],"domain_scores_gemma":[0.9953892,0.00059693155,0.0007092478,0.00029565615,0.002786831,0.00022212263],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007327438,0.00013495347,0.00022688713,0.0004377729,0.0006205433,0.0335388,0.0013640914,0.00013606908,0.00006246634],"category_scores_gemma":[0.0027686504,0.000120667166,0.00018928827,0.00010425763,0.00010279146,0.08363183,0.00011266659,0.0013658417,0.0000042900724],"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":[0.00022012653,0.00018173638,0.001328428,0.00003189221,0.0001480257,0.000026341788,0.004450593,0.000017192195,0.00046219456,0.57761943,0.40634263,0.009171443],"study_design_scores_gemma":[0.0007388149,0.00012513963,0.0011270373,0.000066695175,0.0000553842,0.000012407042,0.0054860027,0.000023936398,0.0000928895,0.002845285,0.9892731,0.0001533075],"about_ca_topic_score_codex":0.00044432093,"about_ca_topic_score_gemma":0.00022750843,"teacher_disagreement_score":0.83685136,"about_ca_system_score_codex":0.00023373909,"about_ca_system_score_gemma":0.0001844497,"threshold_uncertainty_score":0.9674645},"labels":[],"label_agreement":null},{"id":"W4232663635","doi":"10.3138/jsp.41.1.12","title":"<i>Choice</i>’s Compilation of Significant University Press Titles for Undergraduates, 2008–2009","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Library science; Sociology; Computer science; Mathematics","score_opus":0.0679471021792775,"score_gpt":0.24680371346561733,"score_spread":0.17885661128633984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232663635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46154398,0.012265275,0.0166637,0.12694442,0.0046448708,0.0015087189,0.0011247406,0.00034728946,0.374957],"genre_scores_gemma":[0.9931041,0.00014740576,0.0026358217,0.00029687546,0.00061404577,3.5749406e-7,0.000048190766,0.000012848369,0.0031403594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836963,0.00018782819,0.00057178934,0.00012919254,0.0005476861,0.0001938768],"domain_scores_gemma":[0.99541366,0.00039937682,0.0010255426,0.00027895244,0.002759175,0.00012330529],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002393223,0.00012413859,0.0002773426,0.00034523953,0.00038149173,0.014207782,0.0010801499,0.00011213288,0.000027254928],"category_scores_gemma":[0.0020316113,0.00011314975,0.00017511228,0.000118856304,0.00007786305,0.06943155,0.000050577524,0.00089498155,8.990131e-7],"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":[0.0002821996,0.00054238306,0.0029041625,0.00006532976,0.00018597575,0.000006727336,0.007126849,0.00026409765,0.0038770235,0.56921214,0.39706874,0.018464353],"study_design_scores_gemma":[0.001306092,0.00041069405,0.009627478,0.00018564277,0.00010354031,0.000007064896,0.0023895327,0.00026544053,0.00024230078,0.009504492,0.97575665,0.0002010613],"about_ca_topic_score_codex":0.0002680859,"about_ca_topic_score_gemma":0.00008620038,"teacher_disagreement_score":0.5786879,"about_ca_system_score_codex":0.00012044715,"about_ca_system_score_gemma":0.00017000061,"threshold_uncertainty_score":0.9868156},"labels":[],"label_agreement":null},{"id":"W4233492121","doi":"10.3138/jsp.38.1.41","title":"Measures to Shorten Publication Lags for Journals in China","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Time lag; Publishing; Competition (biology); Quality (philosophy); Lag time; Lag; Key (lock); Value (mathematics); Advertising; Computer science; Business; Marketing; Political science; Law; Computer security","score_opus":0.06629847249947945,"score_gpt":0.27678019603522735,"score_spread":0.2104817235357479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233492121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63110054,0.004980357,0.0050462754,0.22205597,0.0025432403,0.0008083169,0.000082252925,0.00012757615,0.13325545],"genre_scores_gemma":[0.99011904,0.000030598556,0.0035229542,0.0013088961,0.002676033,0.000022669012,0.00003350316,0.000036215755,0.0022500705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658835,0.00027478047,0.0013984158,0.00021287783,0.0011159178,0.00040965303],"domain_scores_gemma":[0.992829,0.00025540323,0.00095713005,0.00040449938,0.0053244676,0.0002294936],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012958595,0.00018596362,0.00037958188,0.0017993831,0.0005253024,0.12226783,0.0018586515,0.000168656,0.00013339843],"category_scores_gemma":[0.0112843085,0.00016077943,0.00021592739,0.0004211482,0.000045616416,0.15041594,0.00012534366,0.0018879399,0.000007589899],"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":[0.00024016891,0.0006209328,0.034070227,0.000040772225,0.00011610827,0.000012352547,0.022329617,0.000414043,0.003122021,0.25677067,0.6182881,0.06397501],"study_design_scores_gemma":[0.001176577,0.00018863055,0.08683749,0.0002529613,0.000038888287,0.00004021413,0.0020526855,0.000089126086,0.00010050418,0.03116485,0.8777629,0.0002951897],"about_ca_topic_score_codex":0.00089278736,"about_ca_topic_score_gemma":0.0016090553,"teacher_disagreement_score":0.3590185,"about_ca_system_score_codex":0.00031527466,"about_ca_system_score_gemma":0.00025555943,"threshold_uncertainty_score":0.9970441},"labels":[],"label_agreement":null},{"id":"W4233910623","doi":"10.3138/jsp.43.2.220","title":"The Impact of Submission Experiences on Perceptions of Journal Quality and Editorial Support: The Viewpoint of Chinese Authors","year":2011,"lang":"en","type":"editorial","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Quality (philosophy); Perception; Psychology; Library science; Computer science; Epistemology; Philosophy","score_opus":0.05559235881788568,"score_gpt":0.34475926520026373,"score_spread":0.2891669063823781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233910623","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31806558,0.0017051089,0.000008629316,0.001607199,0.67560357,0.00014978561,0.00014553215,0.000008835461,0.002705767],"genre_scores_gemma":[0.45717582,0.0012202414,0.000055117664,0.000014053713,0.5412004,0.000004341345,0.000021716221,0.000030120385,0.00027815506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99106187,0.0019979465,0.0029166962,0.00021745496,0.003461902,0.00034411435],"domain_scores_gemma":[0.9757085,0.0038535213,0.008654232,0.0008896712,0.010574756,0.0003193401],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.029503249,0.00037539998,0.0009904385,0.00059344573,0.001489075,0.025719242,0.0035924865,0.00073056086,0.00027175885],"category_scores_gemma":[0.049455967,0.00017551667,0.0008926026,0.00021826099,0.0008473504,0.03815666,0.00037822942,0.0088128215,6.960498e-7],"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":[0.00045082948,0.00019469926,0.0014413866,0.000049232513,0.0002648261,0.0000010571014,0.10530787,0.0000039647275,0.00015007608,0.0010938274,0.8894698,0.0015724173],"study_design_scores_gemma":[0.0020078456,0.0034805841,0.020771021,0.0015137072,0.00029341746,0.00004665876,0.07544836,0.000007337099,0.00002702846,0.01605352,0.87981534,0.0005351558],"about_ca_topic_score_codex":0.0014893328,"about_ca_topic_score_gemma":0.000148816,"teacher_disagreement_score":0.13911025,"about_ca_system_score_codex":0.00020969179,"about_ca_system_score_gemma":0.0017654904,"threshold_uncertainty_score":0.9998109},"labels":[],"label_agreement":null},{"id":"W4234038009","doi":"10.3138/jsp.43.4.363","title":"The Price of University Press Books: 2009–2011","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Yankee; Distribution (mathematics); Library science; Sociology; Media studies; History; Computer science; Art history; Mathematics","score_opus":0.054621898201342015,"score_gpt":0.22431423222151833,"score_spread":0.1696923340201763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234038009","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33182052,0.024790773,0.0003920402,0.018544942,0.004171245,0.00022734482,0.000049391463,0.00007264062,0.6199311],"genre_scores_gemma":[0.985363,0.00040029245,0.0005300477,0.00020017484,0.0011539254,3.6786344e-7,0.0000027199503,0.000014715365,0.012334758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780387,0.0005358985,0.00052391004,0.00007604236,0.0007529859,0.00030731774],"domain_scores_gemma":[0.99518263,0.0006602629,0.0011068126,0.00042805317,0.0024222585,0.00019998672],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010073297,0.000107584005,0.0001938475,0.00021023765,0.00088960957,0.026188102,0.0020492047,0.00009679615,0.0000825037],"category_scores_gemma":[0.003533036,0.00007520869,0.00013359419,0.00008016057,0.00017252262,0.16521901,0.00025796195,0.0017356336,0.0000051919],"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":[0.00016412973,0.00025871472,0.006448054,0.000027971106,0.0002032286,0.0000037731322,0.027125781,0.000006098273,0.00060482655,0.6756874,0.27890325,0.010566791],"study_design_scores_gemma":[0.00031010254,0.00006187599,0.006692382,0.00004747611,0.000043142612,0.000015836054,0.007113722,0.000005461126,0.00012779271,0.0005512317,0.98494,0.00009098612],"about_ca_topic_score_codex":0.00034737407,"about_ca_topic_score_gemma":0.000035361372,"teacher_disagreement_score":0.70603675,"about_ca_system_score_codex":0.00011420739,"about_ca_system_score_gemma":0.00014681372,"threshold_uncertainty_score":0.9748228},"labels":[],"label_agreement":null},{"id":"W4234671371","doi":"10.3138/uram.29.1-2.1","title":"Presenting this Issue","year":2006,"lang":"en","type":"article","venue":"Ultimate Reality and Meaning","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Indigenous; The Renaissance; Slavic languages; Politics; Sociology; Classics; Media studies; History; Social science; Anthropology; Library science; Art history; Political science; Law","score_opus":0.045459916623354586,"score_gpt":0.2612855191572597,"score_spread":0.21582560253390515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234671371","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08139916,0.0002154376,0.0000372833,0.0012038514,0.0001332413,0.000061865234,0.000011893895,0.00016663058,0.91677064],"genre_scores_gemma":[0.9868439,0.00003614332,0.00037874895,0.00009537755,0.000432545,0.0000046189366,0.00006082323,0.000008808532,0.012139055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936616,0.000071732786,0.00016770532,0.00012688842,0.00010988159,0.0001576337],"domain_scores_gemma":[0.9995621,0.00007308301,0.000072085684,0.00019397233,0.00006814241,0.000030655392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005211853,0.00007463726,0.00009753909,0.000040191742,0.00063492433,0.0009899832,0.00012592202,0.00003130247,0.00031745507],"category_scores_gemma":[0.000071519804,0.000066576904,0.000026599886,0.000020063619,0.00007843276,0.0008204661,0.000066377885,0.00015463965,0.000029578152],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007974653,0.000049141632,0.0014226486,0.0000642306,0.000015749203,0.0000024823676,0.027701689,0.000017407448,0.00043313846,0.9364198,0.026015276,0.007850472],"study_design_scores_gemma":[0.00022478613,0.000009673207,0.0013268169,0.000046328347,0.000019440191,0.000004168134,0.0013700232,0.0025245678,0.0001755924,0.01846848,0.9756675,0.00016264981],"about_ca_topic_score_codex":0.008144074,"about_ca_topic_score_gemma":0.0011297864,"teacher_disagreement_score":0.9496522,"about_ca_system_score_codex":0.0000131686165,"about_ca_system_score_gemma":0.000007442016,"threshold_uncertainty_score":0.99846077},"labels":[],"label_agreement":null},{"id":"W4235104076","doi":"10.3138/jsp.39.1.44","title":"MLA Regional Journals: Accountability, Innovation","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Face (sociological concept); Accountability; Duty; Position (finance); Public relations; Scale (ratio); Political science; Business; Sociology; Social science; Law","score_opus":0.15884791084427377,"score_gpt":0.32738069560620847,"score_spread":0.1685327847619347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235104076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84210277,0.0027546089,0.0014560368,0.027356394,0.0025482194,0.00011336183,0.000008631154,0.00006064372,0.12359931],"genre_scores_gemma":[0.9896177,0.00007361589,0.0017705205,0.0029780224,0.0041744085,0.0000010645174,0.000016412176,0.000029402,0.0013388694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995528,0.0002453922,0.0018312484,0.00018582762,0.0018047203,0.00040480535],"domain_scores_gemma":[0.98565197,0.0007504304,0.002028291,0.0004744729,0.010882503,0.00021235252],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.030052798,0.00018996066,0.00034075606,0.0018610571,0.0008325242,0.110071525,0.0019397064,0.00022501095,0.00073366973],"category_scores_gemma":[0.0133142155,0.00016056163,0.00018725387,0.0007127583,0.0001660663,0.24946842,0.00019728408,0.00401474,0.0000184681],"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":[0.00030579974,0.00054411445,0.03983411,0.00004462597,0.00026249196,0.00003601347,0.03987531,0.000017953533,0.0052129724,0.612574,0.22513354,0.07615911],"study_design_scores_gemma":[0.0008887376,0.00014024987,0.029369006,0.00022740473,0.00004704445,0.0002226464,0.011863625,0.00001212908,0.00013841764,0.028654292,0.9281719,0.0002645607],"about_ca_topic_score_codex":0.00019109293,"about_ca_topic_score_gemma":0.00031285704,"teacher_disagreement_score":0.70303833,"about_ca_system_score_codex":0.0003703834,"about_ca_system_score_gemma":0.00035057805,"threshold_uncertainty_score":0.99876475},"labels":[],"label_agreement":null},{"id":"W4235141251","doi":"10.3138/jsp.35.4.183","title":"The Place of Belletristic Writing in Scholarly Publishing: The Council of Editors of Learned Journals Keynote Addresses MLA Convention 2003","year":2004,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Memoir; Convention; Poetry; Literary magazine; History; Law; Literature; Library science; Media studies; Sociology; Art history; Literary criticism; Art; Political science; Computer science; Literary science","score_opus":0.12735795757980714,"score_gpt":0.28268243376168645,"score_spread":0.1553244761818793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235141251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86677486,0.037061,0.0003765971,0.057133984,0.0070030834,0.0006078425,0.0001161948,0.00004543724,0.03088102],"genre_scores_gemma":[0.99515873,0.00095756666,0.00046150677,0.00022014926,0.002369446,0.0000059147483,0.000010673787,0.000043198925,0.0007727939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98965186,0.001413,0.00359736,0.0002772128,0.0044925218,0.00056802906],"domain_scores_gemma":[0.9616758,0.00274595,0.006286684,0.0009032135,0.02816939,0.00021895082],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.048609015,0.00030271747,0.00077493145,0.0009142803,0.0011966643,0.09424478,0.004290589,0.00036494268,0.00009236799],"category_scores_gemma":[0.1402201,0.00020218211,0.00036560273,0.0012793842,0.00063782436,0.19833948,0.00043325755,0.006642178,0.0000018770597],"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":[0.002339151,0.002725567,0.053489674,0.0010155496,0.0019841243,0.00007842941,0.23000576,0.005613411,0.0125825945,0.49071085,0.16400109,0.035453804],"study_design_scores_gemma":[0.012625252,0.0015600492,0.042370614,0.009103623,0.0006430806,0.00022048516,0.13568304,0.00026480976,0.0028412307,0.060049992,0.7335583,0.0010795196],"about_ca_topic_score_codex":0.002251782,"about_ca_topic_score_gemma":0.0010175221,"teacher_disagreement_score":0.5695572,"about_ca_system_score_codex":0.0010254973,"about_ca_system_score_gemma":0.004716365,"threshold_uncertainty_score":0.9956495},"labels":[],"label_agreement":null},{"id":"W4235697710","doi":"10.1139/o07-905a","title":"Introduction: Message from the special editors / Introduction : Message des éditeurs spéciaux","year":2007,"lang":"fr","type":"article","venue":"Biochemistry and Cell Biology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Message broker; Computer science; Computer network","score_opus":0.015751084405753537,"score_gpt":0.22861614655265364,"score_spread":0.2128650621469001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235697710","genre_codex":"empirical","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72290075,0.062974885,0.00011608027,0.07410713,0.048696578,0.00020933794,0.0005080453,0.00010989181,0.0903773],"genre_scores_gemma":[0.3874163,0.0031610038,0.000117357675,0.00021007433,0.5598675,0.0000078457,0.0009807786,0.000023190254,0.04821591],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982265,0.0002540227,0.0004156856,0.00053969887,0.00012874886,0.0004353238],"domain_scores_gemma":[0.998479,0.00032314582,0.0002294048,0.00065782794,0.00018583064,0.00012476371],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013027111,0.00027977405,0.0002388742,0.00003905804,0.0014350392,0.00060636905,0.00048068844,0.0004521206,0.0031829071],"category_scores_gemma":[0.00029276757,0.00022907984,0.00010037737,0.000098542034,0.0019865073,0.00045694865,0.00018884739,0.00081613444,0.000046611127],"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":[0.00015038528,0.00023214586,0.0008260207,0.00007110113,0.00010083775,0.000004706796,0.004173836,0.0000011655972,0.04531577,0.018683208,0.8883858,0.042055033],"study_design_scores_gemma":[0.00027206686,0.00007430471,0.00065457745,0.000019387191,0.00008755259,0.000011447437,0.0049973726,0.0000035771998,0.042323437,0.002856391,0.9484434,0.00025647032],"about_ca_topic_score_codex":0.0007159684,"about_ca_topic_score_gemma":0.0002048036,"teacher_disagreement_score":0.5111709,"about_ca_system_score_codex":0.00010996804,"about_ca_system_score_gemma":0.00006719546,"threshold_uncertainty_score":0.99986494},"labels":[],"label_agreement":null},{"id":"W4235826356","doi":"10.3138/jsp.40.1.21","title":"University Presses 2008: A Snapshot in Time","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Theme (computing); Luck; Narrative; Media studies; Snapshot (computer storage); Metaphor; History; Sociology; Library science; Political science; Law; Art; Computer science; Literature","score_opus":0.05149378495529513,"score_gpt":0.20910717753566208,"score_spread":0.15761339258036694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235826356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8533676,0.0015712365,0.000028492099,0.00895125,0.0004539722,0.00007429529,0.000013625147,0.000036081816,0.13550344],"genre_scores_gemma":[0.9926233,0.00028735748,0.0007633684,0.00036567147,0.0006056359,3.567756e-7,0.000025822479,0.00001577694,0.005312684],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997957,0.00034609748,0.00051326124,0.0001387846,0.0007945391,0.00025029728],"domain_scores_gemma":[0.9972755,0.0002450538,0.0005283768,0.00031095935,0.0014729943,0.00016715575],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003104142,0.00012688896,0.00026944405,0.00083787955,0.0005395885,0.02563162,0.0019376946,0.00012801403,0.0010695353],"category_scores_gemma":[0.0029664452,0.000118195945,0.00012819456,0.00025527278,0.00013885353,0.17685461,0.00021441083,0.0022634396,0.000026140922],"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":[0.0004382767,0.0010668783,0.1349895,0.000043959073,0.00023253507,0.00073115533,0.081806906,0.00012884616,0.0019973977,0.045830265,0.7275576,0.0051767016],"study_design_scores_gemma":[0.0011596356,0.000113986716,0.036247384,0.0001572045,0.000022415321,0.00017345943,0.002462203,0.000038302744,0.000025623774,0.0015097348,0.9578816,0.00020842112],"about_ca_topic_score_codex":0.00047205025,"about_ca_topic_score_gemma":0.00018845272,"teacher_disagreement_score":0.23032404,"about_ca_system_score_codex":0.00019597678,"about_ca_system_score_gemma":0.00028783866,"threshold_uncertainty_score":0.9998436},"labels":[],"label_agreement":null},{"id":"W4235915932","doi":"10.3138/jsp.42.1.31","title":"Where Will the Next Generation of Publishers Come From?","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Excellence; Public relations; Process (computing); Workforce; Work (physics); Marketing; Business; Political science; Sociology; Economics; Computer science; Engineering; Economic growth","score_opus":0.10361098823899757,"score_gpt":0.25408554946464335,"score_spread":0.1504745612256458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235915932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918198,0.0023451762,0.000094980016,0.044017356,0.0045523536,0.000111978276,0.00002820235,0.000036190726,0.0306158],"genre_scores_gemma":[0.9926817,0.00008048136,0.0014239657,0.00088277244,0.0040320614,0.0000030924477,0.000033930824,0.000027645383,0.0008343741],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970067,0.00037074072,0.0010303098,0.00016962444,0.0011740365,0.00024859433],"domain_scores_gemma":[0.9929735,0.0004997606,0.0014861415,0.00076962315,0.0040921206,0.00017883847],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0063978527,0.0001713136,0.00032040113,0.00038784582,0.00072950264,0.1631819,0.0028739553,0.00022296762,0.0011280745],"category_scores_gemma":[0.007091369,0.0001176161,0.00022912149,0.00021001823,0.00025145832,0.3343878,0.00022453172,0.0046868837,0.0000057208367],"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":[0.000086037595,0.00038983568,0.018762093,0.000039810035,0.00045232428,0.000011062435,0.056982696,0.00004175291,0.0840635,0.27847245,0.51919955,0.041498877],"study_design_scores_gemma":[0.0008588122,0.0001236516,0.006189949,0.00012135849,0.00009830033,0.000028610162,0.010292691,0.00034111988,0.0003380196,0.009341858,0.97202206,0.00024357511],"about_ca_topic_score_codex":0.001129431,"about_ca_topic_score_gemma":0.0023582722,"teacher_disagreement_score":0.4528225,"about_ca_system_score_codex":0.00006553937,"about_ca_system_score_gemma":0.00027915568,"threshold_uncertainty_score":0.999785},"labels":[],"label_agreement":null},{"id":"W4235919858","doi":"10.3138/jsp.39.3.241","title":"Acknowledging Clio's Lesser Children: The Importance of Journals for Historical Research and Scholarship","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Scholarship; Discipline; Comparative historical research; Publishing; Scholarly communication; Sociology; Social science; Flexibility (engineering); History; Political science; Law; Management","score_opus":0.2976134847979864,"score_gpt":0.3551479964625026,"score_spread":0.05753451166451623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235919858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9436545,0.025181782,0.00011149813,0.02483285,0.0007612775,0.00022664966,0.000012515087,0.000019221578,0.0051997122],"genre_scores_gemma":[0.9939353,0.00081203145,0.001111989,0.00035566173,0.0022253382,0.000008024832,0.000004485506,0.00003336554,0.001513842],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594474,0.0006209092,0.001268022,0.00021824651,0.0015165522,0.0004315324],"domain_scores_gemma":[0.98701596,0.0014113728,0.001260084,0.0005499182,0.00952241,0.00024024441],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.024806218,0.00016974752,0.0004362019,0.0008720121,0.002598843,0.02799408,0.0022129298,0.00018523177,0.00006794726],"category_scores_gemma":[0.020982422,0.00011676374,0.00021415933,0.00037437188,0.00044000527,0.08860404,0.0003116359,0.004875461,0.0000016995804],"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":[0.00027558053,0.00045194427,0.6877812,0.0000724045,0.00032061612,0.00001790975,0.033162624,0.0000075708454,0.001159806,0.11161755,0.15598322,0.009149528],"study_design_scores_gemma":[0.0033476357,0.0011080785,0.3908963,0.0009588825,0.00014240947,0.001015241,0.0077015124,0.000042044456,0.00039732363,0.07551543,0.5182853,0.00058991957],"about_ca_topic_score_codex":0.00010913136,"about_ca_topic_score_gemma":0.00013859336,"teacher_disagreement_score":0.36230204,"about_ca_system_score_codex":0.00036677884,"about_ca_system_score_gemma":0.00043432834,"threshold_uncertainty_score":0.99869967},"labels":[],"label_agreement":null},{"id":"W4235997437","doi":"10.3138/d124-4482-1h75-6642","title":"On the Innovative Spirits of Academic Journal Editors","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pace; Competition (biology); Selection (genetic algorithm); Sociology; Process (computing); Engineering ethics; Computer science; Knowledge management; Engineering; Artificial intelligence","score_opus":0.06623520531161456,"score_gpt":0.28284473283691675,"score_spread":0.2166095275253022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235997437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8657106,0.0012164947,0.0004139169,0.048258416,0.008442377,0.00011291846,0.0000107108135,0.00002440354,0.07581017],"genre_scores_gemma":[0.98505014,0.00006262742,0.00031974787,0.001911846,0.011995102,6.472509e-7,0.0000025488494,0.00002391445,0.0006333987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99578834,0.0003982176,0.001546157,0.000119209144,0.0017909119,0.00035718214],"domain_scores_gemma":[0.9864659,0.0017570578,0.0026886857,0.0003756461,0.008510222,0.00020249766],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.028291054,0.00017982276,0.00032231733,0.0010354463,0.0009042045,0.035149094,0.0027189914,0.00023324469,0.00023635164],"category_scores_gemma":[0.027221838,0.0001117943,0.00019040398,0.000533479,0.00025177552,0.10681121,0.0001804736,0.009706179,0.00000759173],"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":[0.00017678514,0.00014825322,0.0030979258,0.000012803938,0.00019336266,0.000021802687,0.029741185,0.000017070292,0.0014030039,0.5296534,0.42143047,0.014103975],"study_design_scores_gemma":[0.0012088665,0.00069212937,0.01253787,0.0008275167,0.00006198963,0.00020728259,0.026343098,0.000011591675,0.0011110066,0.061896708,0.89478797,0.00031399558],"about_ca_topic_score_codex":0.000044953842,"about_ca_topic_score_gemma":0.000022659919,"teacher_disagreement_score":0.47335747,"about_ca_system_score_codex":0.00020900411,"about_ca_system_score_gemma":0.00039377186,"threshold_uncertainty_score":0.99257845},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4236062734","doi":"10.3138/jsp.37.2.136","title":"What Happens When the Author Does Not Provide an Abstract","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Generality; Disadvantage; Search engine indexing; Computer science; World Wide Web; Management; Artificial intelligence; Economics","score_opus":0.06708405637396002,"score_gpt":0.2677051018352893,"score_spread":0.20062104546132925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236062734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78413856,0.0019593213,0.00004293409,0.16596822,0.004645868,0.0002244801,0.000026247631,0.000117234136,0.04287711],"genre_scores_gemma":[0.982052,0.00005177956,0.0006769077,0.0020627438,0.0044668326,0.0000056010035,0.000025896235,0.00003854422,0.010619666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644023,0.00041157863,0.0011663454,0.00022919741,0.0013543977,0.00039826435],"domain_scores_gemma":[0.9946215,0.00043715554,0.00137223,0.00076867704,0.0025984403,0.00020200366],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01071546,0.00022584166,0.00030396093,0.0003988053,0.001476784,0.3714644,0.0029832674,0.00018154326,0.00042232347],"category_scores_gemma":[0.0028968481,0.00012624385,0.0002295448,0.0001028032,0.00019882745,0.43333828,0.00020742926,0.0036489316,0.000024962692],"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":[0.00023223096,0.0006621702,0.0060846107,0.000059364265,0.0002472027,0.00007612806,0.117672846,0.00010264423,0.0052123466,0.5247838,0.28763586,0.057230826],"study_design_scores_gemma":[0.00051782926,0.00012336367,0.012061373,0.00020619782,0.00006562595,0.000053911535,0.028113011,0.000054232743,0.0002356903,0.042028278,0.9162792,0.00026127585],"about_ca_topic_score_codex":0.0017833398,"about_ca_topic_score_gemma":0.0031817474,"teacher_disagreement_score":0.62864333,"about_ca_system_score_codex":0.00015670115,"about_ca_system_score_gemma":0.00026834357,"threshold_uncertainty_score":0.99982315},"labels":[{"model":"gemma","categories":["metaresearch","scholarly_communication"],"domain":"reporting","study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","scholarly_communication"],"domain":"reporting","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4236446833","doi":"10.3138/jsp.34.2.65","title":"The Future of Scholarly Publishing: MLA Ad Hoc Committee on the Future of Scholarly Publishing","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Permission; Library science; Scholarly communication; Political science; Media studies; Sociology; Computer science; Law","score_opus":0.043291411931902994,"score_gpt":0.24177564625060555,"score_spread":0.19848423431870255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236446833","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35272664,0.11481337,0.000105602914,0.36376873,0.013580057,0.0010309515,0.00029084223,0.00022655394,0.15345725],"genre_scores_gemma":[0.9758476,0.0043818527,0.0018455539,0.006629948,0.0072214394,0.000035050856,0.00008129629,0.00021722546,0.0037400106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98128194,0.004991644,0.0042275167,0.0008619161,0.0071319267,0.0015050493],"domain_scores_gemma":[0.95856947,0.0042608697,0.007038784,0.0036675665,0.025590891,0.0008724061],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication","research_integrity"],"category_scores_codex":[0.05408573,0.0009658398,0.0014355764,0.0019273749,0.0049615772,0.63621753,0.0148939965,0.001427747,0.00044255677],"category_scores_gemma":[0.06719838,0.00061191723,0.0012066591,0.001965426,0.00088370417,0.66429627,0.001132931,0.026558045,0.00001921843],"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":[0.00030896056,0.00049127324,0.0046548718,0.000085759784,0.00060408225,0.000020326646,0.017445773,0.000019115821,0.0005710503,0.6549717,0.28025794,0.04056913],"study_design_scores_gemma":[0.0020482556,0.0005803431,0.005300696,0.0006652452,0.00021626955,0.000107239015,0.06386035,0.000017637492,0.0002505266,0.033544626,0.8927887,0.00062011706],"about_ca_topic_score_codex":0.00027583836,"about_ca_topic_score_gemma":0.0010391228,"teacher_disagreement_score":0.62312096,"about_ca_system_score_codex":0.00067471224,"about_ca_system_score_gemma":0.0018012624,"threshold_uncertainty_score":0.99986863},"labels":[],"label_agreement":null},{"id":"W4236511230","doi":"10.1353/scp.0.0087","title":"Voice and Vision: A Guide to Writing History and Other Serious Nonfiction (review)","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Craft; Paragraph; Context (archaeology); Sentence; Argument (complex analysis); Judgement; Literature; Visual arts; Linguistics; History; Computer science; Art; Epistemology; Philosophy","score_opus":0.029976838739365155,"score_gpt":0.28213650287106457,"score_spread":0.25215966413169943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236511230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70076686,0.07680234,0.0001677582,0.07037764,0.0038948504,0.00036443365,0.000016993132,0.000120484634,0.14748861],"genre_scores_gemma":[0.9385479,0.0034166572,0.011797532,0.03415166,0.00495712,0.000014664577,0.000007780166,0.00009525502,0.007011433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816066,0.00017540532,0.00071501057,0.00018851834,0.00055714924,0.00020323765],"domain_scores_gemma":[0.99701774,0.00019752026,0.00057112944,0.00032568118,0.0015883186,0.0002996309],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006912825,0.00014865832,0.0002755651,0.00038751357,0.00045086912,0.02612205,0.00063969055,0.00011964779,0.00021767075],"category_scores_gemma":[0.004897468,0.00012805162,0.00007060728,0.00008102799,0.00009703512,0.07120933,0.0002061908,0.0025109092,0.0000073966476],"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":[0.00005444928,0.00012614731,0.0054397406,0.00027144907,0.000090987945,0.000019746438,0.02291637,0.0000012206996,0.008829705,0.040080294,0.7841991,0.1379708],"study_design_scores_gemma":[0.00032832957,0.00011464154,0.004274383,0.00065947167,0.000040655592,0.00019308967,0.0011958219,0.000019517009,0.0000069928406,0.00028847548,0.9927269,0.0001517198],"about_ca_topic_score_codex":0.00038002266,"about_ca_topic_score_gemma":0.0005869661,"teacher_disagreement_score":0.237781,"about_ca_system_score_codex":0.000119980716,"about_ca_system_score_gemma":0.00013038985,"threshold_uncertainty_score":0.9997903},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4236602815","doi":"10.3138/9781442686465-fm","title":"Frontmatter","year":2012,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Social Sciences and Humanities Research Council of Canada; Ontario Arts Council; Government of Canada; Federation for the Humanities and Social Sciences","keywords":"Computer science","score_opus":0.046740571835791576,"score_gpt":0.19600674356727624,"score_spread":0.14926617173148465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236602815","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008242793,0.0044040442,0.0000096225285,0.00002951501,0.0002488682,0.00010365954,0.00010293364,0.00006272622,0.9950304],"genre_scores_gemma":[0.0016326155,0.000107234824,0.00010513453,0.000037326015,0.00024531817,1.15542264e-7,0.000047827893,0.000020289435,0.99780416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994157,0.000026291951,0.000117094685,0.00013761329,0.00017406211,0.00012922325],"domain_scores_gemma":[0.99899906,0.000031763604,0.00021733127,0.0005361424,0.00014838384,0.00006730206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011131369,0.00015433598,0.0002267641,0.000017917264,0.00021817391,0.00010905884,0.0006167537,0.0001542588,0.015753726],"category_scores_gemma":[0.000002840409,0.00017547389,0.00014093948,6.426081e-8,0.00023184884,0.0006311285,0.0002364375,0.00023218643,0.000109814086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021074315,0.000010921941,0.000001124651,0.00003050278,0.00010741789,0.0000015101251,0.036636136,7.613366e-8,0.0000034101458,0.77972776,0.17293805,0.010522045],"study_design_scores_gemma":[0.0001499142,0.000020143896,0.00000827903,0.00007444075,0.00011147313,3.976861e-7,0.00014819767,0.000001978528,0.0000030972635,0.000687007,0.9986138,0.00018129815],"about_ca_topic_score_codex":0.07907256,"about_ca_topic_score_gemma":0.0465555,"teacher_disagreement_score":0.8256757,"about_ca_system_score_codex":0.00011945848,"about_ca_system_score_gemma":0.00002509289,"threshold_uncertainty_score":0.985146},"labels":[],"label_agreement":null},{"id":"W4237817777","doi":"10.1353/scb.2020.0050","title":"Scribleriana","year":2020,"lang":"en","type":"review","venue":"The Scriblerian and the Kit-Cats","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honor; Battle; Successor cardinal; Classics; Courage; Art history; Sociology; History; Law; Political science","score_opus":0.12083357100327442,"score_gpt":0.2820042860479286,"score_spread":0.1611707150446542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237817777","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012892997,0.86734563,0.0000037678603,0.008855502,0.00091099465,0.0007162083,0.000105948566,0.00013209764,0.12192854],"genre_scores_gemma":[0.00034025134,0.98589194,0.000010808273,0.0011420728,0.0016863421,0.00014243812,0.00012248482,0.00007005933,0.0105936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719435,0.0011959907,0.00058784656,0.00037084342,0.00028913462,0.0003618402],"domain_scores_gemma":[0.99754083,0.00048225574,0.0004025061,0.00134886,0.000090895985,0.0001346527],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016527062,0.00046722998,0.0012033916,0.00011109782,0.0016423602,0.004054215,0.0021496362,0.0001405699,0.00048624695],"category_scores_gemma":[0.00027053343,0.00021540525,0.000447808,0.00018596419,0.0011289716,0.000585764,0.0005596029,0.001179976,0.00049954304],"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":[0.000018560913,0.000012953155,4.507216e-8,0.00071067875,0.0002016607,0.0000021286517,0.007292746,3.9789636e-8,4.637081e-8,0.45600373,0.030482229,0.5052752],"study_design_scores_gemma":[0.00035012062,0.000021812426,4.8550464e-7,0.0015341413,0.0006128903,0.000022548531,0.0006967254,0.000009581238,7.6089385e-8,0.007918021,0.98854387,0.00028973754],"about_ca_topic_score_codex":0.00032682283,"about_ca_topic_score_gemma":0.00020950574,"teacher_disagreement_score":0.95806164,"about_ca_system_score_codex":0.00004224838,"about_ca_system_score_gemma":0.00019902644,"threshold_uncertainty_score":0.9996574},"labels":[],"label_agreement":null},{"id":"W4238294855","doi":"10.3138/cmlr.63.4.595","title":"A Guide for Authors/Consignes à l’intention des auteurs","year":2007,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.03388337959501418,"score_gpt":0.2692448065215818,"score_spread":0.23536142692656759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238294855","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11551535,0.82012194,0.0029688957,0.0065669697,0.0020793292,0.0014972992,0.002827227,0.000201061,0.048221927],"genre_scores_gemma":[0.46229285,0.1253403,0.010903899,0.005377419,0.003753179,0.00037005948,0.0034977056,0.000508036,0.38795656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961001,0.00040599256,0.0009667298,0.00063505926,0.00013616377,0.0017559209],"domain_scores_gemma":[0.995444,0.00069784926,0.00035615565,0.0010422029,0.00089814904,0.001561659],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039482643,0.0005510055,0.00076343596,0.0005568967,0.0014247297,0.0009929411,0.0009820088,0.0003231599,0.00055978034],"category_scores_gemma":[0.0035780487,0.00058418064,0.00047623646,0.0002807221,0.0010305238,0.0012411895,0.000073730895,0.0006021369,0.000054585238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026471147,0.00009556943,0.00041483896,0.01117597,0.00031925627,0.0008516525,0.105139814,0.000004965958,0.0012269642,0.11657937,0.06630943,0.6978557],"study_design_scores_gemma":[0.0003119734,0.00011585338,0.001966307,0.011492013,0.0004230706,0.00039532373,0.01216421,0.0004875027,0.000032200463,0.004383649,0.9674917,0.0007362316],"about_ca_topic_score_codex":0.6410632,"about_ca_topic_score_gemma":0.97410697,"teacher_disagreement_score":0.90118223,"about_ca_system_score_codex":0.0015816339,"about_ca_system_score_gemma":0.00046108838,"threshold_uncertainty_score":0.9998753},"labels":[],"label_agreement":null},{"id":"W4238582272","doi":"10.1353/scp.2008.0007","title":"Assessing the Demand for Scholarly Publishing in South Africa","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Exploratory research; Sample (material); Mythology; Sociology; Marketing; Economics; Social science; Media studies; Political science; Business; History; Law","score_opus":0.13811937241981662,"score_gpt":0.28774553318244506,"score_spread":0.14962616076262844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238582272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710329,0.009407959,0.0021149728,0.044778537,0.0027076507,0.00052792893,0.000038517093,0.00012351171,0.06926803],"genre_scores_gemma":[0.9912098,0.00007193179,0.0032216427,0.0014761015,0.0025247224,0.000023526953,0.000019481451,0.000062021005,0.0013907624],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945065,0.00087901513,0.0016870397,0.00036636612,0.001820689,0.00074039854],"domain_scores_gemma":[0.98907423,0.0016160366,0.0018173081,0.0007947328,0.006382864,0.00031483217],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.022237763,0.00032709105,0.00056485605,0.0013118912,0.0027281535,0.48987505,0.004230981,0.00035998636,0.000075513584],"category_scores_gemma":[0.043017514,0.00023505856,0.0003887503,0.0006103658,0.00029109296,0.6474306,0.00041281566,0.0070178513,0.0000063685984],"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":[0.00025013677,0.00068223046,0.07851327,0.00012253555,0.0004291508,0.00014508255,0.5852652,0.00032519083,0.00081892096,0.15176126,0.16088352,0.02080345],"study_design_scores_gemma":[0.0040094145,0.00028429864,0.052308634,0.00068620284,0.00013557142,0.00026778382,0.07417568,0.0005337587,0.000051412026,0.023039607,0.84376365,0.000743967],"about_ca_topic_score_codex":0.00017248615,"about_ca_topic_score_gemma":0.00015040602,"teacher_disagreement_score":0.68288016,"about_ca_system_score_codex":0.00038496027,"about_ca_system_score_gemma":0.00081610476,"threshold_uncertainty_score":0.99857014},"labels":[],"label_agreement":null},{"id":"W4239122223","doi":"10.3138/cmlr.63.2.307","title":"A Guide for Authors / Consignes à l'intention des auteurs","year":2006,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.02607968365764427,"score_gpt":0.2482504178588023,"score_spread":0.22217073420115804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239122223","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111258715,0.8221945,0.0009842346,0.008128288,0.0015702889,0.0014263209,0.0045039,0.00019810151,0.04973564],"genre_scores_gemma":[0.39832377,0.07263292,0.0065706205,0.0030484393,0.0032088598,0.00062096654,0.00540195,0.00041919405,0.50977325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964375,0.00052659377,0.00087695604,0.00061457837,0.00012298021,0.0014213818],"domain_scores_gemma":[0.9965237,0.0004582164,0.00034466528,0.00094441226,0.0008060564,0.0009229712],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016952268,0.0005394584,0.0007620137,0.0004376832,0.0013365869,0.0011942596,0.0008611726,0.00028043502,0.0005493395],"category_scores_gemma":[0.0018726459,0.0005715629,0.0004620808,0.00023488354,0.001084299,0.0011546069,0.00006171412,0.0004861283,0.00005281836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022156059,0.00015282282,0.0007635125,0.016086852,0.00033423008,0.0008065085,0.058105707,0.000031832762,0.0015604505,0.29534268,0.27438918,0.35240406],"study_design_scores_gemma":[0.00032027345,0.00009037031,0.0017445227,0.010340902,0.0004384356,0.00030392752,0.005514433,0.0010373562,0.000020970043,0.009833086,0.9696312,0.00072451466],"about_ca_topic_score_codex":0.838074,"about_ca_topic_score_gemma":0.9768248,"teacher_disagreement_score":0.7495616,"about_ca_system_score_codex":0.001368412,"about_ca_system_score_gemma":0.00048687254,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W4239654533","doi":"10.5260/chara.13.3.22","title":"Literary Encyclopedia","year":2012,"lang":"en","type":"article","venue":"The Charleston Advisor","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Encyclopedia; Sociology; Art; Computer science; Library science","score_opus":0.03959543182738285,"score_gpt":0.2341456308461802,"score_spread":0.19455019901879736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239654533","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32973108,0.004928401,0.000008891746,0.0060799294,0.0011473071,0.00013834824,0.000015254853,0.0001940535,0.65775675],"genre_scores_gemma":[0.96716154,0.00016916543,0.000040551044,0.00095357804,0.001456201,0.000024472705,0.000028323684,0.0000148506915,0.03015134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932164,0.000117793534,0.00013292093,0.0000706605,0.00013075494,0.00022621764],"domain_scores_gemma":[0.9992445,0.00010390892,0.000061706705,0.00047586742,0.000046585013,0.00006744089],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005432568,0.00008730508,0.00008036215,0.000040839688,0.00045735308,0.00042667356,0.00047358553,0.000025634401,0.0012918682],"category_scores_gemma":[0.000071403505,0.00005465948,0.00004869255,0.000030199008,0.0001119316,0.001618499,0.000089443485,0.0002556857,0.00087271084],"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":[0.000013560524,0.00015349695,0.002325588,0.000011112177,0.000021357915,3.4087017e-7,0.2485374,2.4155236e-7,0.00007032311,0.6167524,0.095084935,0.037029266],"study_design_scores_gemma":[0.00008055329,0.000011413967,0.0051933876,0.00000980593,0.000010098213,0.0000023845041,0.0013583696,0.000008494015,0.000017372531,0.002602706,0.99061334,0.000092050446],"about_ca_topic_score_codex":0.00006500161,"about_ca_topic_score_gemma":0.000025203086,"teacher_disagreement_score":0.89552844,"about_ca_system_score_codex":0.000017952652,"about_ca_system_score_gemma":0.000012831377,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W4239660586","doi":"10.3138/jsp.44.1.91","title":"Book Reviews","year":2012,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obsolescence; Publishing; Sociology; Political science; Law; Business; Marketing","score_opus":0.09126870488231585,"score_gpt":0.27234664814318615,"score_spread":0.1810779432608703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239660586","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030862035,0.50764924,0.00031118334,0.04120661,0.0071085542,0.00024207719,0.000010611699,0.00010405802,0.41250566],"genre_scores_gemma":[0.9062196,0.0061361967,0.004051035,0.03018992,0.0178937,0.00001184072,0.000022970395,0.00007939986,0.035395365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741215,0.0004492873,0.00094196317,0.00009130851,0.00073161256,0.0003736575],"domain_scores_gemma":[0.9963948,0.00018499617,0.0010978056,0.00043095287,0.0015448572,0.00034658727],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.011722592,0.00014957493,0.00033723548,0.00043783037,0.0005052217,0.07563961,0.0014770863,0.000116394585,0.0016376416],"category_scores_gemma":[0.007836714,0.00011365596,0.00023814532,0.00012495594,0.00007684765,0.41086614,0.0001644956,0.0025376144,0.00010600022],"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":[0.000011339361,0.00010948778,0.0027894613,0.00001546074,0.000036370846,0.0000016554743,0.015971767,4.1899926e-7,0.0001237002,0.05908431,0.9081128,0.013743188],"study_design_scores_gemma":[0.00026855705,0.000047706846,0.0014523363,0.00013042122,0.000038900063,0.000048896,0.001352606,0.000002071345,0.000022002183,0.00075975934,0.995741,0.00013574597],"about_ca_topic_score_codex":0.00004522649,"about_ca_topic_score_gemma":0.000011018757,"teacher_disagreement_score":0.8753575,"about_ca_system_score_codex":0.00014011815,"about_ca_system_score_gemma":0.0000945474,"threshold_uncertainty_score":0.99976355},"labels":[],"label_agreement":null},{"id":"W4239977979","doi":"10.5367/000000000101298513","title":"Ben Wallace","year":2000,"lang":"en","type":"article","venue":"The International Journal of Entrepreneurship and Innovation","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Permission; Glossary; Section (typography); Variety (cybernetics); Entrepreneurship; Set (abstract data type); Public relations; Sociology; Minor (academic); Business; Computer science; Political science; Law; Linguistics; Advertising; Philosophy","score_opus":0.04218854134701568,"score_gpt":0.2583253363913647,"score_spread":0.216136795044349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239977979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373571,0.00016318347,0.000013542575,0.027852172,0.00050739414,0.000026584601,0.000002994641,0.0000098559085,0.034067124],"genre_scores_gemma":[0.991019,0.00014979509,0.000029840361,0.0013592145,0.0006936003,7.824514e-7,0.000009088051,0.0000041997196,0.006734463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992708,0.000053229272,0.0002976619,0.000049549355,0.00027345523,0.00005531297],"domain_scores_gemma":[0.99896586,0.00009015371,0.00020415644,0.00010707161,0.000618664,0.000014077135],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065533235,0.00004989138,0.000059002607,0.00016788986,0.000111473506,0.00064425135,0.0004620805,0.000016529453,0.0013027462],"category_scores_gemma":[0.00014510904,0.000032395008,0.00002583424,0.000071276285,0.000052956133,0.0008846246,0.000026158514,0.0001837746,0.00001392504],"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":[0.00023143631,0.00011387691,0.0049146893,0.0000030701096,0.00016021894,0.0000052486607,0.023634333,0.00006530362,0.00091513235,0.63768274,0.027062835,0.30521116],"study_design_scores_gemma":[0.0005017733,0.00007817738,0.0052678455,0.0000475932,0.000020851794,0.000071534974,0.00084488187,0.00009884379,0.0004611963,0.03266051,0.9598562,0.00009058148],"about_ca_topic_score_codex":0.000054561806,"about_ca_topic_score_gemma":0.000022863056,"teacher_disagreement_score":0.9327934,"about_ca_system_score_codex":0.000029367897,"about_ca_system_score_gemma":0.000024061332,"threshold_uncertainty_score":0.9996102},"labels":[],"label_agreement":null},{"id":"W4240360830","doi":"10.1111/j.1754-6095.2004.tb00164.x","title":"REVIEWS","year":2004,"lang":"en","type":"article","venue":"Poe Studies/Dark Romanticism","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Afterlife; Art history; Art; Poetry; Potpourri; Philosophy; History; Literature","score_opus":0.14081867711841825,"score_gpt":0.32148524823700414,"score_spread":0.1806665711185859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240360830","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15511021,0.09350066,0.00014949805,0.024703965,0.0039337166,0.00085142767,0.00002991945,0.00066479115,0.7210558],"genre_scores_gemma":[0.9871857,0.0044038533,0.0006469263,0.0014915253,0.00062008237,0.000054224787,0.000020209112,0.000024114594,0.0055533447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987924,0.00010154112,0.00039010678,0.00022403104,0.00020955768,0.0002823639],"domain_scores_gemma":[0.9989414,0.00007377117,0.00014465164,0.0005857611,0.00019402182,0.000060401475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077668607,0.00017850625,0.000356412,0.000091204405,0.0008682312,0.00045039144,0.0004578785,0.00003357022,0.000112314185],"category_scores_gemma":[0.0005476061,0.0001394996,0.00012369447,0.000068591784,0.00023359066,0.00081567734,0.00018361596,0.00028536795,0.0006389384],"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":[0.000006840415,0.00017632448,0.000096017364,0.000076086224,0.0001619981,0.000010336892,0.103232816,0.0000042220536,0.000059114318,0.81630784,0.07095762,0.008910794],"study_design_scores_gemma":[0.00042325174,0.00006741724,0.00042032948,0.00017899816,0.00005574685,0.0000041615217,0.004054517,0.0000020978887,0.000023681227,0.044934895,0.94960535,0.00022956282],"about_ca_topic_score_codex":0.0003576149,"about_ca_topic_score_gemma":0.0010914964,"teacher_disagreement_score":0.87864774,"about_ca_system_score_codex":0.00008384417,"about_ca_system_score_gemma":0.000027283444,"threshold_uncertainty_score":0.8212474},"labels":[],"label_agreement":null},{"id":"W4240589568","doi":"10.3138/jsp.42.4.534","title":"Big Journals, Small Journals, and the Two Peer Reviews","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Presentation (obstetrics); Peer review; Computer science; Process (computing); Library science; Political science; Medicine; Law","score_opus":0.25814186757584145,"score_gpt":0.2907891274704021,"score_spread":0.03264725989456063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240589568","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18789434,0.3003606,0.0013792543,0.14490882,0.008026446,0.00069917535,0.000024371386,0.00012486211,0.35658213],"genre_scores_gemma":[0.95530856,0.013991538,0.004956517,0.0065454566,0.0076760915,0.0000120388995,0.000005121296,0.00007579311,0.011428886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946631,0.0015525225,0.001827389,0.0001992327,0.0013448618,0.00041285602],"domain_scores_gemma":[0.99010456,0.00049489073,0.0026615441,0.00064108544,0.0057013505,0.0003965537],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.043618906,0.00026924914,0.00067242037,0.00074449443,0.0014339081,0.13281918,0.0027314106,0.00014846293,0.0006421344],"category_scores_gemma":[0.020225517,0.00015507785,0.0003981672,0.0002527776,0.00040168248,0.101539284,0.00038458308,0.0057359687,0.00001814321],"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":[0.00053799915,0.00033371217,0.010816448,0.000062014566,0.0005576488,0.00006908757,0.17858453,0.000002694028,0.000231927,0.34515223,0.19415332,0.26949838],"study_design_scores_gemma":[0.0028209453,0.00009850719,0.0054089385,0.0005671116,0.00019303423,0.00055177,0.0069333934,0.000016359345,0.00001506889,0.038815666,0.9443295,0.00024968982],"about_ca_topic_score_codex":0.0006275986,"about_ca_topic_score_gemma":0.00044439425,"teacher_disagreement_score":0.7674142,"about_ca_system_score_codex":0.00009740924,"about_ca_system_score_gemma":0.00021223919,"threshold_uncertainty_score":0.99986607},"labels":[],"label_agreement":null},{"id":"W4240959482","doi":"10.3138/jsp.35.4.215","title":"Learning to Work Together: The Libraries and the University Press at Penn State","year":2004,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General partnership; Work (physics); State (computer science); Sociology; Scholarly communication; Media studies; Library science; Public relations; Management; Political science; Computer science; Engineering; Law","score_opus":0.0284692977110801,"score_gpt":0.19848445917481836,"score_spread":0.17001516146373827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240959482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8460958,0.0028976044,0.00011083721,0.11191835,0.00047174684,0.00016388544,0.00000530751,0.00004711321,0.038289342],"genre_scores_gemma":[0.98721296,0.00025187572,0.00043100544,0.0012439627,0.0004232068,9.939305e-7,0.0000021333838,0.000016704897,0.0104171755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808645,0.00064824347,0.00034217158,0.00012734965,0.00057251484,0.00022329413],"domain_scores_gemma":[0.9976028,0.0006581052,0.00046459353,0.00032209768,0.0008007396,0.00015162662],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0054255817,0.00012482649,0.00019856887,0.00014987227,0.002422913,0.08240371,0.0016930179,0.000062455845,0.00004094928],"category_scores_gemma":[0.003301577,0.00007026251,0.000106517386,0.00016341482,0.00034395338,0.07897397,0.0006880097,0.0024719702,0.000005348727],"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":[0.0010283751,0.000059286,0.0049673426,0.000015141117,0.00022820802,0.000022619835,0.44192898,0.0015939638,0.000046332956,0.5051743,0.034928005,0.010007451],"study_design_scores_gemma":[0.0015045311,0.000092933165,0.004824421,0.00012258587,0.000048413545,0.000028084973,0.03066063,0.000007182351,0.000017937262,0.0065489686,0.9560147,0.00012964894],"about_ca_topic_score_codex":0.0005176981,"about_ca_topic_score_gemma":0.0001886071,"teacher_disagreement_score":0.92108667,"about_ca_system_score_codex":0.0001553201,"about_ca_system_score_gemma":0.00012279359,"threshold_uncertainty_score":0.99982935},"labels":[],"label_agreement":null},{"id":"W4241418249","doi":"10.3138/jsp.35.1.1","title":"<i>The Journal of Scholarly Publishing</i> : Continuing and Enhancing the Tradition","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarly communication; Political science; Sociology; Social science; Library science; Regional science; Computer science; Law","score_opus":0.0335661994801835,"score_gpt":0.2235455290414156,"score_spread":0.18997932956123212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241418249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85960895,0.033095375,0.0013030845,0.059496697,0.0054912055,0.00027328503,0.000016891612,0.00004997339,0.04066454],"genre_scores_gemma":[0.99392784,0.0010424141,0.00081056333,0.0013014731,0.0021086743,0.0000025269196,0.000003492751,0.000044214925,0.0007587871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926815,0.002198811,0.0022208113,0.00019646955,0.0021741218,0.0005282725],"domain_scores_gemma":[0.9818159,0.0029628722,0.0038849236,0.0006691606,0.010273019,0.00039412486],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.05010652,0.00029303093,0.0005051382,0.0006405465,0.002633006,0.41860762,0.0031881372,0.00026615293,0.000056801873],"category_scores_gemma":[0.06119062,0.00017658291,0.00030162287,0.0004019127,0.0004025862,0.4449107,0.00019748927,0.008342449,0.0000024420415],"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":[0.00033754946,0.00030522584,0.005525281,0.00007526053,0.0006746667,0.000052975454,0.13384177,0.000037790378,0.0073619513,0.63028055,0.1504171,0.071089864],"study_design_scores_gemma":[0.0018482512,0.00039431002,0.002993462,0.00065515365,0.00024928863,0.0010987882,0.06282815,0.00002223458,0.00052237284,0.030963162,0.89809275,0.00033208402],"about_ca_topic_score_codex":0.00013609462,"about_ca_topic_score_gemma":0.0003133377,"teacher_disagreement_score":0.7476756,"about_ca_system_score_codex":0.0002498555,"about_ca_system_score_gemma":0.00057626545,"threshold_uncertainty_score":0.99866545},"labels":[],"label_agreement":null},{"id":"W4241498159","doi":"10.19173/irrodl.v7i2.1094","title":"IRRODL Volume 7, Number 2","year":2006,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Publishing and Scholarly Communication","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":"Athabasca University","funders":"","keywords":"Distance education; Disengagement theory; Loneliness; Higher education; Public relations; Productivity; Open learning; Sociology; Feeling; Open university; Competition (biology); Work (physics); Psychology; Pedagogy; Political science; Engineering; Economic growth; Social psychology; Teaching method; Cooperative learning; Economics","score_opus":0.10672315336039374,"score_gpt":0.40784357286134115,"score_spread":0.3011204195009474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241498159","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08882904,0.016894927,0.000031278887,0.054132994,0.00017457924,0.0005540773,0.000082770515,0.000025850246,0.83927447],"genre_scores_gemma":[0.9839983,0.0055197263,0.000030670824,0.00013511206,0.00011186055,0.000033214863,0.0003034226,0.0000051212314,0.009862597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986113,0.00045188642,0.00026034485,0.00011150726,0.00042946573,0.0001355376],"domain_scores_gemma":[0.99891526,0.00037204078,0.000092491355,0.00018786517,0.0004097856,0.000022549868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049717743,0.00005155832,0.00012245488,0.000054902295,0.00028331054,0.0009050609,0.0011073925,0.000016432154,0.0014052214],"category_scores_gemma":[0.0010429504,0.000035392986,0.00002829676,0.00010778081,0.00021728173,0.00060277805,0.0005360003,0.00056357525,0.00005798863],"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":[0.000033150493,0.0001432402,0.0643018,0.00043634893,0.000024021141,0.0000037328482,0.00069734646,0.000023181605,0.000017241027,0.8021279,0.119437225,0.012754784],"study_design_scores_gemma":[0.00018746994,0.000015078589,0.00988962,0.0019516298,0.000002880454,0.0000034859813,0.0012227854,0.00032997827,0.000003189004,0.008413234,0.97793084,0.00004980153],"about_ca_topic_score_codex":0.004653566,"about_ca_topic_score_gemma":0.00030494638,"teacher_disagreement_score":0.89516926,"about_ca_system_score_codex":0.00004995945,"about_ca_system_score_gemma":0.000055982797,"threshold_uncertainty_score":0.9995076},"labels":[],"label_agreement":null},{"id":"W4241844280","doi":"10.21659/rupkatha.v2n2.01","title":"Editorial, Vol. 2, No. 2, 2010","year":2010,"lang":"en","type":"article","venue":"Rupkatha Journal on Interdisciplinary Studies in Humanities","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dilemma; English literature; Politics; History; Extension (predicate logic); English language; New england; Genealogy; Literature; Art; Linguistics; Political science; Epistemology; Law; Philosophy","score_opus":0.07961312829237997,"score_gpt":0.3376716895122141,"score_spread":0.2580585612198341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241844280","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20924859,0.0013264347,9.699753e-7,0.0011333249,0.5763015,0.00016577085,0.000026289596,0.00012038946,0.21167675],"genre_scores_gemma":[0.6595673,0.0006350595,0.00011322314,0.00039572557,0.2924172,0.00006351743,0.000015739868,0.00006123379,0.046731032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779034,0.00019327484,0.0007352218,0.00027521708,0.0005588368,0.00044712672],"domain_scores_gemma":[0.99653816,0.00053474645,0.00034437006,0.00056559115,0.0019306412,0.00008647362],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015014703,0.0003321799,0.00044305393,0.0005357273,0.0023972325,0.0016993837,0.0010666957,0.000124204,0.0014400311],"category_scores_gemma":[0.0012906137,0.00026272945,0.0002007296,0.00005597435,0.0010858449,0.0022890102,0.00088252465,0.0031614057,0.0004170822],"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":[0.00009058718,0.00020129875,0.000118957796,0.000026392529,0.00010103551,0.000020065178,0.09633103,0.0000034736788,0.000043154676,0.045396604,0.85723555,0.00043182718],"study_design_scores_gemma":[0.0005510892,0.00059356453,0.00027151057,0.00030631627,0.000022999078,0.00002717486,0.048953295,0.000017119273,0.0000105087865,0.033013687,0.9158658,0.00036693361],"about_ca_topic_score_codex":0.000031821088,"about_ca_topic_score_gemma":0.0019359736,"teacher_disagreement_score":0.4503187,"about_ca_system_score_codex":0.0001657999,"about_ca_system_score_gemma":0.00006311938,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W4242397210","doi":"10.32920/ryerson.14646648","title":"Globalization and the direction of the Canadian publishing industry","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Multinational corporation; Globalization; Competition (biology); Distribution (mathematics); Monopoly; Bankruptcy; Business; Marketing; Economics; Political science; Law; Market economy; Finance","score_opus":0.04231827436586322,"score_gpt":0.22934693189235425,"score_spread":0.18702865752649103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242397210","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13793486,0.0012917614,0.0000148039135,0.044660795,0.0020773679,0.00030036125,0.000041998974,0.000047126694,0.81363094],"genre_scores_gemma":[0.9940114,0.000050731847,0.000018435647,0.00072529534,0.00020957686,0.000013497485,0.00008384331,0.0000067747146,0.004880437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989933,0.00037438,0.0001999615,0.00013387296,0.00020413734,0.00009439],"domain_scores_gemma":[0.9986922,0.00007490873,0.00018803212,0.00059424347,0.00040834292,0.000042267788],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001076381,0.00008748647,0.00012567455,0.000060453913,0.00082880876,0.011021319,0.0006039285,0.00030152197,0.00020850204],"category_scores_gemma":[0.00083478494,0.000048352405,0.000063315725,0.000058618018,0.00028417062,0.0011471552,0.0005427237,0.0014273047,3.033361e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003982139,0.000012280924,0.003812385,0.000038135964,0.000066754954,1.3617108e-7,0.03118577,0.000084086554,0.0000011636331,0.9440394,0.01735123,0.0034046888],"study_design_scores_gemma":[0.0012251163,0.000011669502,0.069002196,0.00093877135,0.00030450296,0.000010222023,0.039093204,0.005241077,0.00008309596,0.06409382,0.8193474,0.0006489583],"about_ca_topic_score_codex":0.7497798,"about_ca_topic_score_gemma":0.950437,"teacher_disagreement_score":0.8799456,"about_ca_system_score_codex":0.000117012634,"about_ca_system_score_gemma":0.0004849489,"threshold_uncertainty_score":0.9900053},"labels":[],"label_agreement":null},{"id":"W4242656380","doi":"10.3828/indexer.2009.51","title":"Software Solutions","year":2009,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Software; Software engineering; Programming language","score_opus":0.06588793989174313,"score_gpt":0.23514720530865388,"score_spread":0.16925926541691075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242656380","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14121476,0.0013362687,0.00073918194,0.069888234,0.0008061022,0.00021916657,0.000014042541,0.00061175163,0.7851705],"genre_scores_gemma":[0.98577684,0.000006479196,0.000049385173,0.0016527696,0.00025295911,0.000003207965,0.0000075723206,0.0000030782996,0.012247727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964637,0.000040240222,0.000070135866,0.000047807134,0.00008757833,0.00010784518],"domain_scores_gemma":[0.9995337,0.00004517184,0.000024512954,0.0003267849,0.000052764553,0.000017030625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002589107,0.000039359235,0.000037451755,0.000022272165,0.000732846,0.0005085647,0.00032737898,0.000016870908,0.00044373894],"category_scores_gemma":[0.00006861558,0.000024364013,0.000028298471,0.000020070229,0.000068135094,0.0004380357,0.000028404947,0.00017876584,0.00016266499],"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":[0.000004049296,0.00004495049,0.00007239828,6.6757315e-7,0.0000075524767,3.081819e-7,0.02130225,0.00001180859,0.0000203867,0.8421321,0.11128755,0.025116002],"study_design_scores_gemma":[0.00009012394,0.000025580808,0.005355234,0.000008811057,0.000009719491,0.0000016585689,0.00091389474,0.00006013596,0.000008661429,0.08396342,0.9094804,0.00008237116],"about_ca_topic_score_codex":0.0000856684,"about_ca_topic_score_gemma":0.00014022159,"teacher_disagreement_score":0.84456205,"about_ca_system_score_codex":0.000012494063,"about_ca_system_score_gemma":0.000014924522,"threshold_uncertainty_score":0.5636533},"labels":[],"label_agreement":null},{"id":"W4242783132","doi":"10.3138/cmlr.64.1.239","title":"A Guide for Authors/Consignes à l’intention des auteurs","year":2007,"lang":"fr","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.03388337959501418,"score_gpt":0.2692448065215818,"score_spread":0.23536142692656759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242783132","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11551535,0.82012194,0.0029688957,0.0065669697,0.0020793292,0.0014972992,0.002827227,0.000201061,0.048221927],"genre_scores_gemma":[0.46229285,0.1253403,0.010903899,0.005377419,0.003753179,0.00037005948,0.0034977056,0.000508036,0.38795656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961001,0.00040599256,0.0009667298,0.00063505926,0.00013616377,0.0017559209],"domain_scores_gemma":[0.995444,0.00069784926,0.00035615565,0.0010422029,0.00089814904,0.001561659],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039482643,0.0005510055,0.00076343596,0.0005568967,0.0014247297,0.0009929411,0.0009820088,0.0003231599,0.00055978034],"category_scores_gemma":[0.0035780487,0.00058418064,0.00047623646,0.0002807221,0.0010305238,0.0012411895,0.000073730895,0.0006021369,0.000054585238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026471147,0.00009556943,0.00041483896,0.01117597,0.00031925627,0.0008516525,0.105139814,0.000004965958,0.0012269642,0.11657937,0.06630943,0.6978557],"study_design_scores_gemma":[0.0003119734,0.00011585338,0.001966307,0.011492013,0.0004230706,0.00039532373,0.01216421,0.0004875027,0.000032200463,0.004383649,0.9674917,0.0007362316],"about_ca_topic_score_codex":0.6410632,"about_ca_topic_score_gemma":0.97410697,"teacher_disagreement_score":0.90118223,"about_ca_system_score_codex":0.0015816339,"about_ca_system_score_gemma":0.00046108838,"threshold_uncertainty_score":0.9998753},"labels":[],"label_agreement":null},{"id":"W4245276021","doi":"10.35692/07183992.13.2.1","title":"Editorial","year":2020,"lang":"en","type":"editorial","venue":"Multidisciplinary Business Review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Mythology; Phenomenon; Publishing; Epistemology; Natural (archaeology); Sociology; History; Psychology; Philosophy; Political science; Law; Classics","score_opus":0.03761896354536254,"score_gpt":0.2896930813269767,"score_spread":0.25207411778161415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245276021","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.652563e-7,0.09239696,0.0000041541243,0.0055120303,0.8822379,0.00053130975,0.00046074326,0.00030446082,0.01855194],"genre_scores_gemma":[0.000005169665,0.08588026,0.00006656328,0.00013704858,0.9031175,0.00017106727,0.0059682145,0.000106879415,0.0045473096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964232,0.00032818384,0.0008676998,0.00066953833,0.0013479531,0.00036343402],"domain_scores_gemma":[0.9951744,0.00056744594,0.00063618645,0.0012288011,0.0022254912,0.000167687],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093378156,0.000573156,0.0011360759,0.00010958372,0.0007689994,0.0014197137,0.0018429335,0.00052788074,0.0009165295],"category_scores_gemma":[0.004221875,0.00047786153,0.0003059882,0.00023866203,0.00022510823,0.001489214,0.00091877225,0.0021714992,0.0012185228],"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":[0.000017904262,0.00007514285,8.5766135e-7,0.0063108103,0.000043321896,0.000004440165,0.00093288085,2.9644326e-7,5.643357e-7,0.0003570424,0.9897168,0.0025399243],"study_design_scores_gemma":[0.00026576477,0.00003545368,0.0000063741218,0.008755441,0.00025075287,3.5665738e-7,0.000040591323,0.0000065049803,6.3593305e-8,0.00015604902,0.98991406,0.0005685875],"about_ca_topic_score_codex":0.00022018098,"about_ca_topic_score_gemma":0.0001469576,"teacher_disagreement_score":0.020879555,"about_ca_system_score_codex":0.00013259715,"about_ca_system_score_gemma":0.00068262743,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W4245696625","doi":"10.3138/jsp.41.1.103","title":"Putting Editors to Trouble (or People of That Sort)","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praise; Punctuation; sort; Spelling; Grammar; Simple (philosophy); Object (grammar); Authoritarianism; Linguistics; Sociology; Epistemology; Law and economics; Computer science; Mathematics education; Law; Psychology; Political science; Philosophy; Social psychology","score_opus":0.06645772306943527,"score_gpt":0.26747071705889797,"score_spread":0.2010129939894627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245696625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8250941,0.0011532158,0.0009175682,0.093743674,0.0080803875,0.00029361492,0.000032296015,0.00012791161,0.0705572],"genre_scores_gemma":[0.9840859,0.000027976892,0.006199796,0.0013939133,0.0064798454,0.0000017852526,0.000008195312,0.000022717682,0.0017798728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691284,0.0002153556,0.0010007488,0.00018541451,0.0013176812,0.00036797626],"domain_scores_gemma":[0.9950073,0.00033133576,0.0011946487,0.00048577908,0.002663945,0.00031704427],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005979209,0.0001898688,0.0004674203,0.0008357121,0.00052098866,0.053904,0.0020183371,0.00015210634,0.00029179966],"category_scores_gemma":[0.007244504,0.00014591283,0.00022913038,0.00033018476,0.000042570988,0.14071943,0.00016235666,0.001984439,0.000008148016],"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":[0.0004507911,0.00069524854,0.0169551,0.000071794624,0.00022698681,0.00003278082,0.11519763,0.00014121136,0.0027718365,0.0798974,0.6853371,0.098222084],"study_design_scores_gemma":[0.001592055,0.0012153385,0.0340881,0.0006415969,0.00011050301,0.00008556383,0.018728731,0.00005030905,0.00055676576,0.015076804,0.92741776,0.0004364732],"about_ca_topic_score_codex":0.00026052608,"about_ca_topic_score_gemma":0.00024763172,"teacher_disagreement_score":0.24208063,"about_ca_system_score_codex":0.00015158352,"about_ca_system_score_gemma":0.0003014368,"threshold_uncertainty_score":0.9470781},"labels":[],"label_agreement":null},{"id":"W4245755573","doi":"10.2307/j.ctt6wq4sf.63","title":"Contextualizing and Interpreting Cost per Use for Electronic Journals","year":2012,"lang":"en","type":"book-chapter","venue":"Purdue University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Data science; Psychology; Computer science; History","score_opus":0.10840780817971549,"score_gpt":0.2430260226512496,"score_spread":0.1346182144715341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245755573","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032417953,0.0037264866,0.00031426703,0.000118247706,0.00020151952,0.00053139747,0.00022338532,0.00009847327,0.9944621],"genre_scores_gemma":[0.05250367,0.0007806364,0.00009567446,0.00014623249,0.00031548413,0.0000026205344,0.00006391753,0.000047235542,0.9460445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990498,0.00006708742,0.00018680579,0.00022260714,0.00014543174,0.00032826315],"domain_scores_gemma":[0.9986383,0.0003252699,0.00028986682,0.0003283068,0.00029993124,0.00011837644],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00042969536,0.00022727628,0.00027825718,0.00017762072,0.0007454194,0.0013632949,0.0004148394,0.00018124435,0.00013391544],"category_scores_gemma":[0.000056763205,0.00024677755,0.00013927608,0.0000011676384,0.00020566217,0.0012080357,0.0002816773,0.0007439067,0.000004604446],"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":[0.000060244674,0.000006184089,0.000005833528,0.000030886848,0.00013683653,0.000001187176,0.011420337,2.421449e-7,0.000016950986,0.9770428,0.0024405872,0.00883793],"study_design_scores_gemma":[0.00031840277,0.000035379482,0.0000034651198,0.00023992252,0.00018391215,0.000005760501,0.0006856971,0.00004459107,0.0000048564307,0.0016319051,0.9965703,0.00027583918],"about_ca_topic_score_codex":0.00030425502,"about_ca_topic_score_gemma":0.00036499815,"teacher_disagreement_score":0.99412966,"about_ca_system_score_codex":0.0001735509,"about_ca_system_score_gemma":0.00005848307,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W4246067270","doi":"10.3138/jsp.39.1.54","title":"Musings on Disciplinary Morphology and Nomenclature in the Humanities and Social Sciences: Implications for Book Selection","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Discipline; Nomenclature; Directory; Sociology; Scholarship; Perspective (graphical); Library science; Social science; Political science; Taxonomy (biology); Biology; Computer science; Ecology; Law; Artificial intelligence","score_opus":0.13294995514322913,"score_gpt":0.31967563138567234,"score_spread":0.1867256762424432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246067270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9083156,0.001517546,0.00026231093,0.07279944,0.0002723563,0.00020419162,0.000014407314,0.000018094624,0.016596047],"genre_scores_gemma":[0.9920355,0.000038047972,0.00058411394,0.0062011844,0.00082068564,0.0000067237524,0.000006933225,0.000009446631,0.00029738073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883556,0.0001355695,0.00040096033,0.0001425484,0.0002661324,0.00021921292],"domain_scores_gemma":[0.9982721,0.0006442307,0.00038968597,0.00009501316,0.00057585427,0.000023112587],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0078281425,0.000099649944,0.0001506787,0.00056603673,0.0025817892,0.03949413,0.000578453,0.000112182825,0.00000834987],"category_scores_gemma":[0.00075490447,0.000069984446,0.000048465987,0.00014133519,0.00039503048,0.044572406,0.00008232093,0.0013519384,1.894379e-7],"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":[0.000082032115,0.00011264105,0.008276768,0.000023240322,0.000022722874,0.0000018884568,0.101571746,0.0000020324421,0.0005529563,0.85900736,0.025195116,0.0051515135],"study_design_scores_gemma":[0.0012320547,0.0008883062,0.27008614,0.0001276333,0.000058211033,0.00023247313,0.038061444,0.000028597857,0.000015312473,0.086933576,0.6020634,0.00027285088],"about_ca_topic_score_codex":0.00005959843,"about_ca_topic_score_gemma":0.00041798316,"teacher_disagreement_score":0.77207375,"about_ca_system_score_codex":0.00008705389,"about_ca_system_score_gemma":0.00008898712,"threshold_uncertainty_score":0.9987167},"labels":[],"label_agreement":null},{"id":"W4246238172","doi":"10.3138/jsp.41.3.354","title":"What Competencies Do Today's Academic Authors Need?","year":2010,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disintermediation; Publishing; Globalization; Order (exchange); Public relations; Sociology; Work (physics); Service (business); Discipline; Media studies; Marketing; Engineering ethics; Political science; Business; Social science; Computer science; World Wide Web; Engineering; Law","score_opus":0.053079586618846666,"score_gpt":0.2694399451221454,"score_spread":0.21636035850329877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246238172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87699026,0.0046263724,0.000042386484,0.0627982,0.015507814,0.00011757527,0.000010818834,0.0001176461,0.03978895],"genre_scores_gemma":[0.9879468,0.00048581546,0.0016788065,0.001735536,0.0043612607,0.0000035105381,0.00001216927,0.000041576477,0.003734495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963895,0.00032571243,0.001157593,0.00022981377,0.0014455913,0.00045177215],"domain_scores_gemma":[0.9934984,0.0004803507,0.001256678,0.00066253525,0.0036683534,0.00043370874],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010510738,0.00024735625,0.00040332758,0.0008970814,0.0010173369,0.2504615,0.0033808174,0.00043370508,0.0007686848],"category_scores_gemma":[0.009543421,0.00020275004,0.00026789913,0.000251066,0.00027887867,0.4219781,0.00036830915,0.012782919,0.000037188845],"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":[0.000072954565,0.00017043634,0.011678014,0.000034011417,0.00017822227,0.00003130149,0.08464308,0.000012877261,0.012190967,0.6804942,0.15948242,0.051011525],"study_design_scores_gemma":[0.0005904178,0.00010752424,0.0043452573,0.00027949017,0.000055293374,0.00014044034,0.03519674,0.00003364597,0.00012566835,0.024949668,0.9338735,0.0003023903],"about_ca_topic_score_codex":0.00014542388,"about_ca_topic_score_gemma":0.00024688584,"teacher_disagreement_score":0.77439106,"about_ca_system_score_codex":0.0001048928,"about_ca_system_score_gemma":0.00034014424,"threshold_uncertainty_score":0.9987996},"labels":[],"label_agreement":null},{"id":"W4246268276","doi":"10.3138/jsp.37.4.251","title":"A System Destabilized: Scholarly Books Today","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","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":"Scholarly communication; Politics; Principal (computer security); Character (mathematics); Sociology; Scientific communication; Political science; Social science; Media studies; Epistemology; Publishing; Law; Philosophy; Computer science","score_opus":0.03789630717143656,"score_gpt":0.22707425362341702,"score_spread":0.18917794645198044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246268276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5636141,0.006424928,0.0005667778,0.012338984,0.0032571147,0.00025500238,0.000036851976,0.00032381172,0.41318244],"genre_scores_gemma":[0.9883207,0.000021658117,0.0024870036,0.00054366287,0.003498903,0.000008251628,0.00002190192,0.000060838218,0.005037054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99493796,0.0006830955,0.0016783224,0.00030673618,0.0018419063,0.0005519812],"domain_scores_gemma":[0.9906786,0.0004196327,0.0016140378,0.00079883926,0.0061755297,0.00031333254],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010409237,0.00031832862,0.00055939914,0.0010539207,0.0012565036,0.28386864,0.0027927074,0.00029082023,0.00020548141],"category_scores_gemma":[0.004654395,0.00026851715,0.00038906353,0.000280462,0.00018119597,0.34537014,0.00029199716,0.0045040837,0.00004485746],"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":[0.00011190961,0.00028510828,0.009675104,0.00010140501,0.00014122849,0.000090013324,0.007945316,0.000042241154,0.0019487222,0.87422067,0.09894183,0.0064964714],"study_design_scores_gemma":[0.0020096865,0.00026070053,0.0068548312,0.0006781923,0.00014992087,0.0003485934,0.013347137,0.00009287874,0.00018278405,0.013450932,0.96207345,0.00055091805],"about_ca_topic_score_codex":0.0014822696,"about_ca_topic_score_gemma":0.00044042044,"teacher_disagreement_score":0.8631316,"about_ca_system_score_codex":0.000635341,"about_ca_system_score_gemma":0.00046684235,"threshold_uncertainty_score":0.9999767},"labels":[],"label_agreement":null},{"id":"W4246479737","doi":"10.3138/jsp.37.1.1","title":"Journals as Innovators and the Innovation of Journals: The Council of Editors of Learned Journals Keynote Addresses MLA Convention 2004","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Theme (computing); Convention; Sociology; Media studies; Library science; Social science; Computer science","score_opus":0.15728473942570784,"score_gpt":0.31395686525564864,"score_spread":0.1566721258299408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246479737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88675874,0.03472541,0.00024771487,0.0656954,0.0024366626,0.00026438243,0.00003504854,0.000016068407,0.009820576],"genre_scores_gemma":[0.9920234,0.0018926997,0.00032374306,0.00062865246,0.00444265,0.0000028906966,0.0000038976623,0.000030415284,0.0006516286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908578,0.0012785128,0.0037489266,0.0001715555,0.003618897,0.0003243449],"domain_scores_gemma":[0.9610967,0.001410922,0.009587789,0.0005631793,0.02721496,0.00012645568],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.050415047,0.00025502828,0.00081203674,0.00124998,0.0008332885,0.022770625,0.0020966867,0.0002498382,0.0004587396],"category_scores_gemma":[0.039427705,0.00015014425,0.00031827437,0.001164,0.0008271127,0.073648565,0.00025320274,0.003950918,0.000001641819],"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":[0.0032774217,0.0013699902,0.02130428,0.000484992,0.0034053752,0.000014938505,0.22007765,0.0012320927,0.036375683,0.35311967,0.23737904,0.12195886],"study_design_scores_gemma":[0.013223592,0.0009973514,0.024576627,0.00581832,0.0009739212,0.00068141834,0.05583739,0.0002848802,0.007478514,0.09443569,0.79494864,0.00074365054],"about_ca_topic_score_codex":0.00038308377,"about_ca_topic_score_gemma":0.000091190734,"teacher_disagreement_score":0.5575696,"about_ca_system_score_codex":0.00035071827,"about_ca_system_score_gemma":0.0021004966,"threshold_uncertainty_score":0.998347},"labels":[],"label_agreement":null},{"id":"W4247035974","doi":"10.3138/jsp.39.2.127","title":"Opportunities and Strategies for Chinese University Presses with the Rapid Development of Higher Education","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; China; Competition (biology); Elite; Higher education; Mass education; Management; Political science; Marketing; Sociology; Business; Economics; Law","score_opus":0.09590605091653859,"score_gpt":0.24714960652342777,"score_spread":0.15124355560688918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247035974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94563043,0.0036943827,0.00027973048,0.015626168,0.0003286937,0.00013312815,0.000011192941,0.000018349054,0.034277897],"genre_scores_gemma":[0.99305665,0.00020929708,0.0025720515,0.00020159868,0.00030073375,0.0000019937145,0.000012948579,0.000009818402,0.0036348836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904567,0.000115685754,0.00029443065,0.000078781806,0.00035749256,0.00010793286],"domain_scores_gemma":[0.9967344,0.00023044425,0.000598787,0.00016962415,0.0021941827,0.000072584146],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001358863,0.00009946703,0.00016789566,0.00023249765,0.00090816,0.011237126,0.0006415277,0.000050305265,0.00006402933],"category_scores_gemma":[0.00022716449,0.000060293405,0.0000454909,0.00007343024,0.00020803466,0.07346524,0.00007423651,0.0005124559,1.3022792e-7],"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":[0.0006617219,0.0005948027,0.011025095,0.0002786823,0.00063575373,0.00001110545,0.26469842,0.00003414229,0.0007487846,0.5374621,0.12932472,0.05452465],"study_design_scores_gemma":[0.0005167469,0.00013332884,0.033456635,0.00010788798,0.000041229992,0.000032961558,0.051250815,0.0000034747707,0.000017799695,0.0014579907,0.9128664,0.000114727925],"about_ca_topic_score_codex":0.00007059301,"about_ca_topic_score_gemma":0.000093221635,"teacher_disagreement_score":0.7835417,"about_ca_system_score_codex":0.000044703964,"about_ca_system_score_gemma":0.0011313455,"threshold_uncertainty_score":0.9897893},"labels":[],"label_agreement":null},{"id":"W4247480655","doi":"10.3138/jsp.35.3.129","title":"The Futures of Scholarly Publishing","year":2004,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Futures contract; Publishing; Library science; History; Business; Geography; Economics; Political science; Computer science; Financial economics; Law","score_opus":0.04822615935739133,"score_gpt":0.2452873922877818,"score_spread":0.19706123293039046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247480655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6483998,0.023960108,0.0005072759,0.16894965,0.006997212,0.00034780832,0.000057893427,0.00016884928,0.15061143],"genre_scores_gemma":[0.99149513,0.00046840662,0.0019250138,0.0015201583,0.0032356705,0.0000055791934,0.000015646498,0.00005476838,0.0012796258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99388313,0.00058778643,0.0019204599,0.00028514318,0.0027121606,0.00061129517],"domain_scores_gemma":[0.9838355,0.0008811656,0.0026360706,0.0010723904,0.011189036,0.0003858099],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.018067285,0.00031304857,0.0005254664,0.00090226217,0.002632134,0.49819794,0.0060695168,0.00036648093,0.00009949723],"category_scores_gemma":[0.036842413,0.00021375412,0.00046058325,0.0005179485,0.0004120183,0.5845859,0.0005842765,0.007647817,0.000010839525],"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":[0.0001522989,0.00026373292,0.002509188,0.00004238334,0.0003437694,0.000023946228,0.036133185,0.00013676996,0.0013153661,0.8682431,0.056784213,0.03405205],"study_design_scores_gemma":[0.0024112293,0.00036955564,0.008363267,0.000567273,0.00012650582,0.00013610559,0.03427991,0.0000112010175,0.0005330105,0.092170194,0.86060727,0.00042448606],"about_ca_topic_score_codex":0.001138478,"about_ca_topic_score_gemma":0.0009757784,"teacher_disagreement_score":0.80382305,"about_ca_system_score_codex":0.00040040602,"about_ca_system_score_gemma":0.00094816304,"threshold_uncertainty_score":0.9993081},"labels":[],"label_agreement":null},{"id":"W4247706569","doi":"10.3138/jsp.46.1.96","title":"Book Reviews","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curry; Library science; Sociology; Epistemology; Philosophy; Computer science","score_opus":0.05665069579184208,"score_gpt":0.2504650920330488,"score_spread":0.19381439624120672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247706569","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01980621,0.12341041,0.0019539157,0.09316386,0.0055509275,0.00027772482,0.000008491324,0.00015570698,0.75567275],"genre_scores_gemma":[0.8359277,0.0053804927,0.0076095895,0.071256496,0.01787126,0.000015828993,0.000035386623,0.00012769674,0.061775528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972562,0.0006288451,0.0009927726,0.00013699815,0.00073525286,0.00024992597],"domain_scores_gemma":[0.9957729,0.0002769002,0.0011779662,0.00051791314,0.002029184,0.00022515496],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012181949,0.00015008998,0.00037741772,0.00045018713,0.00053063536,0.108114,0.0018556337,0.00011369266,0.0009818892],"category_scores_gemma":[0.0142527735,0.00011487021,0.00023822268,0.00011587864,0.000087344495,0.2387898,0.00015358492,0.0024890017,0.00007638929],"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":[0.000012018005,0.000052833235,0.00040479188,0.00001748154,0.000026967567,0.0000019042795,0.0059311036,0.0000022095462,0.0001230557,0.10477098,0.85403407,0.034622587],"study_design_scores_gemma":[0.00037248433,0.00010684926,0.00044665107,0.00017632628,0.000030433584,0.000027779772,0.000503962,0.000028689597,0.000015678008,0.004520344,0.993635,0.00013577736],"about_ca_topic_score_codex":0.00005390288,"about_ca_topic_score_gemma":0.000032870856,"teacher_disagreement_score":0.8161215,"about_ca_system_score_codex":0.000096283744,"about_ca_system_score_gemma":0.000093070776,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W4247870585","doi":"10.3138/jsp.36.2.89","title":"A University Press Publishing Consortium for Africa: Lessons from Academic Libraries","year":2005,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"University of South Africa","keywords":"Publishing; Library science; Academic library; Political science; Sociology; Computer science","score_opus":0.12254125695796865,"score_gpt":0.26552202603167985,"score_spread":0.1429807690737112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247870585","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22738558,0.02314388,0.005146407,0.41595513,0.004765548,0.00074078527,0.0012993534,0.0005420555,0.32102126],"genre_scores_gemma":[0.9715172,0.00028254936,0.010064866,0.0009569052,0.0052298866,0.0000041612725,0.0000814851,0.00005258553,0.011810361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968685,0.00041917103,0.0009461985,0.00031231684,0.0009591024,0.0004946941],"domain_scores_gemma":[0.9931172,0.0014257942,0.0014533771,0.00052370614,0.0030985815,0.0003813166],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0050221365,0.00024883635,0.00045403067,0.0006218895,0.001204358,0.16849749,0.003714344,0.00041752687,0.0001429023],"category_scores_gemma":[0.011848913,0.00023425605,0.00030683627,0.00020140402,0.00021898656,0.47144562,0.00049239263,0.0047712545,0.000004694992],"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":[0.00019840742,0.00011863148,0.0008448884,0.000017347544,0.00021161207,0.000007566402,0.028444178,0.00004269847,0.0002774841,0.50716066,0.44637716,0.01629935],"study_design_scores_gemma":[0.0013498977,0.000071377886,0.0009094832,0.00016575019,0.00012929275,0.000011184354,0.011303769,0.0002049215,0.00009799303,0.009143792,0.9763455,0.00026706915],"about_ca_topic_score_codex":0.0004455885,"about_ca_topic_score_gemma":0.00018024174,"teacher_disagreement_score":0.7441316,"about_ca_system_score_codex":0.00031029363,"about_ca_system_score_gemma":0.000527075,"threshold_uncertainty_score":0.9975248},"labels":[],"label_agreement":null},{"id":"W4248124718","doi":"10.22215/etd/2010-09437","title":"The seventh library : from E.E. Cummings to architectural deviations","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Computer science; Art; Humanities; Library science","score_opus":0.01398505318484529,"score_gpt":0.2265987208387844,"score_spread":0.21261366765393913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248124718","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37515545,0.00064868823,0.000011406622,0.009304941,0.002896102,0.00032973845,0.00015206619,0.00033536967,0.61116624],"genre_scores_gemma":[0.39680946,0.000045288118,0.00042463373,0.000811388,0.0012019224,0.00010044012,0.0067848423,0.000050632054,0.5937714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908257,0.00007521467,0.00025785985,0.00019220977,0.00021601153,0.00017613031],"domain_scores_gemma":[0.99871445,0.000352044,0.00013071897,0.0006224079,0.00009921608,0.00008118077],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014340635,0.00016828107,0.00013109847,0.00010447578,0.0012803233,0.0040451596,0.001014898,0.00012214057,0.0023473012],"category_scores_gemma":[0.00017002046,0.00010811913,0.00009950268,0.00004259583,0.000038715767,0.00089792977,0.000075364085,0.00093600794,0.0003170494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000649281,0.0000537672,0.000093659786,0.000014362587,0.00012381891,6.893986e-7,0.16354255,0.0000014919625,0.00018001518,0.4589811,0.22109814,0.15584548],"study_design_scores_gemma":[0.000049141086,0.00001412949,0.0035805125,0.00003836582,0.000025412355,1.773698e-7,0.006352352,0.000012141363,0.00013105094,0.015762514,0.97384423,0.00018994621],"about_ca_topic_score_codex":0.0017572404,"about_ca_topic_score_gemma":0.07194128,"teacher_disagreement_score":0.7527461,"about_ca_system_score_codex":0.000012115108,"about_ca_system_score_gemma":0.0000986973,"threshold_uncertainty_score":0.99856466},"labels":[],"label_agreement":null},{"id":"W4248270064","doi":"10.7588/worllitetoda.87.3.0073","title":"","year":2013,"lang":"","type":"article","venue":"World Literature Today","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literature; Meaning (existential); Memoir; Art; Falling in love; History; Art history; Philosophy","score_opus":0.013847471114600145,"score_gpt":0.2132104199574478,"score_spread":0.19936294884284766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248270064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39263186,0.113153964,0.000027931712,0.1949068,0.008493153,0.003607194,0.00044311245,0.001098735,0.28563726],"genre_scores_gemma":[0.74263924,0.00055189664,0.0005681009,0.00857817,0.004293441,0.0004555698,0.0006618717,0.00012639158,0.24212533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99031824,0.002245225,0.0022924996,0.0016192469,0.0013360858,0.0021886989],"domain_scores_gemma":[0.98927546,0.0010608345,0.0010400779,0.0044545596,0.0030836714,0.0010853751],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0022637446,0.0015455325,0.001280792,0.0018982274,0.0057179388,0.12039326,0.0041816537,0.0005419385,0.010173842],"category_scores_gemma":[0.00064394396,0.0013419946,0.0008496434,0.0017824084,0.0010118184,0.036770273,0.0010476821,0.006193076,0.00087595964],"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":[0.00008656329,0.0007862991,0.0022465305,0.00022499963,0.00029466217,0.000025601179,0.2591766,0.000012290982,0.00050805864,0.54762256,0.17217511,0.016840706],"study_design_scores_gemma":[0.0016304572,0.00027116918,0.01904922,0.002671175,0.00015860226,0.000024528754,0.0052845916,0.00047180158,0.000083404106,0.027120084,0.94148856,0.0017464155],"about_ca_topic_score_codex":0.003027291,"about_ca_topic_score_gemma":0.0053412537,"teacher_disagreement_score":0.76931345,"about_ca_system_score_codex":0.00034340651,"about_ca_system_score_gemma":0.00020647184,"threshold_uncertainty_score":0.99990195},"labels":[],"label_agreement":null},{"id":"W4248596672","doi":"10.3138/jsp.40.3.241","title":"Scholarly Publishing: Reforms for User Friendliness and System Efficiency","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly 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":"Publishing; Quality (philosophy); Public relations; Scheduling (production processes); Project commissioning; Control (management); Sociology; Political science; Management; Economics; Law; Operations management","score_opus":0.048167155381380417,"score_gpt":0.25345292808000514,"score_spread":0.20528577269862472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248596672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6734671,0.01162395,0.0066255447,0.12538144,0.006537388,0.0010992415,0.0001700787,0.0005929318,0.1745023],"genre_scores_gemma":[0.9891971,0.00006155935,0.004107658,0.0016299329,0.0029200113,0.00001082482,0.000039180904,0.00004941126,0.001984337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952865,0.00031451994,0.0016428317,0.00043487138,0.0016497222,0.00067150383],"domain_scores_gemma":[0.98685235,0.00047365006,0.0016886563,0.00076555106,0.00967675,0.0005430547],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0145278955,0.00037513845,0.00065750343,0.0012657887,0.0017555435,0.46341714,0.003161925,0.00043907668,0.000031550004],"category_scores_gemma":[0.01811401,0.0002887147,0.00031056514,0.00042264748,0.00015364992,0.56546324,0.00025773878,0.0042427983,0.0000046762293],"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":[0.00027284143,0.0002881377,0.0015274382,0.00013433833,0.00012658819,0.000022131606,0.015947692,0.000019029228,0.00057700387,0.90937954,0.04237714,0.029328128],"study_design_scores_gemma":[0.003801368,0.0011752371,0.0064635104,0.0009314113,0.0001877165,0.00033403083,0.024679245,0.00045955306,0.00009553979,0.016762733,0.94435745,0.00075221003],"about_ca_topic_score_codex":0.00019473993,"about_ca_topic_score_gemma":0.00007258023,"teacher_disagreement_score":0.9019803,"about_ca_system_score_codex":0.0004431664,"about_ca_system_score_gemma":0.00041284936,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W4249852591","doi":"10.17159/2309-9585/2018/v44a1","title":"Editorial Note","year":2018,"lang":"es","type":"editorial","venue":"Kronos","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of the Western Cape; Jackman Humanities Institute, University of Toronto; National Research Foundation; Emory University; Andrew W. Mellon Foundation","keywords":"Philosophy","score_opus":0.01677608827721063,"score_gpt":0.26497620835467983,"score_spread":0.2482001200774692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249852591","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014192858,0.0003425946,0.000010130131,0.00044386587,0.9015062,0.00023444124,0.00060302747,0.00019440652,0.0965234],"genre_scores_gemma":[0.0019255142,0.00026832888,0.000075722295,0.00005405659,0.9679355,0.00004513621,0.0016246291,0.00009549152,0.027975589],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964951,0.00039951797,0.0006897706,0.00061530864,0.0012470878,0.00055320293],"domain_scores_gemma":[0.995277,0.0009876321,0.0005557556,0.0016095984,0.0013844027,0.00018564364],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0014347649,0.00052210584,0.00057592837,0.00022067555,0.0015472914,0.010341365,0.0020170854,0.0014407694,0.0023986578],"category_scores_gemma":[0.0024088132,0.00050037744,0.0002964373,0.000047773457,0.0005568254,0.001813909,0.00046953955,0.002609333,0.004106326],"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":[0.00008063964,0.000101934456,0.00000600443,0.000054338147,0.00007790465,7.7633985e-7,0.0063604913,2.2162942e-7,0.000006524467,0.008587237,0.9834221,0.0013018168],"study_design_scores_gemma":[0.0006525847,0.00030331858,0.000008755989,0.00023867542,0.00013815243,2.3347594e-7,0.00019250784,0.000015092453,0.0000059335093,0.0013957616,0.99645674,0.00059226685],"about_ca_topic_score_codex":0.0015275022,"about_ca_topic_score_gemma":0.00045850058,"teacher_disagreement_score":0.06854781,"about_ca_system_score_codex":0.00027469694,"about_ca_system_score_gemma":0.0007762413,"threshold_uncertainty_score":0.9998556},"labels":[],"label_agreement":null},{"id":"W4250403465","doi":"10.3138/jsp.43.2.137","title":"Peer Review: Fetishes, Fallacies, and Perceptions","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Excellence; Creativity; Perception; Quality (philosophy); Peer review; Scholarly communication; Project commissioning; Key (lock); Public relations; Process (computing); Sociology; Political science; Psychology; Computer science; Epistemology; Law","score_opus":0.10251201359878281,"score_gpt":0.26307413965718984,"score_spread":0.16056212605840703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250403465","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1309271,0.07635483,0.00022550546,0.13860781,0.0022369418,0.00027984421,0.000047453592,0.00014135631,0.65117913],"genre_scores_gemma":[0.9484359,0.009359971,0.0053163893,0.006319478,0.001482783,0.000007149853,0.000032936205,0.000046547368,0.028998822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735653,0.00027439,0.0007402493,0.00015463727,0.001241098,0.00023311866],"domain_scores_gemma":[0.9917755,0.00011032929,0.0006304069,0.0003894776,0.0068462132,0.00024806123],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008436768,0.00015176724,0.00030184834,0.00036577895,0.00064069004,0.048878804,0.0012042158,0.00011311647,0.0012310679],"category_scores_gemma":[0.010484573,0.00012412363,0.00013916935,0.00012618887,0.000164702,0.15229069,0.00021475981,0.0022604577,0.000014776403],"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":[0.000020156273,0.00013061725,0.0074287113,0.000103653954,0.000091923255,0.000015628879,0.05009626,1.2041001e-7,0.00007374277,0.096741475,0.8234267,0.02187102],"study_design_scores_gemma":[0.00031208547,0.00010900868,0.016555754,0.0006481929,0.00008573773,0.0001458923,0.007108034,0.0000028145937,0.0000031516267,0.006133851,0.96872073,0.00017473825],"about_ca_topic_score_codex":0.0003642107,"about_ca_topic_score_gemma":0.00020090546,"teacher_disagreement_score":0.8175088,"about_ca_system_score_codex":0.0000852218,"about_ca_system_score_gemma":0.00013847348,"threshold_uncertainty_score":0.99968195},"labels":[],"label_agreement":null},{"id":"W4250419719","doi":"10.3138/jsp.40.4.399","title":"The University of Minnesota Press","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":70,"is_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":"Division (mathematics); Test (biology); Library science; History; Mathematics; Computer science; Biology; Ecology; Arithmetic","score_opus":0.044362291186381776,"score_gpt":0.21930126439460704,"score_spread":0.17493897320822527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250419719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42877096,0.015503043,0.00034365559,0.13768545,0.0021451476,0.00018510116,0.00002437092,0.00007249562,0.41526976],"genre_scores_gemma":[0.9948573,0.0005884619,0.0004837714,0.0002372303,0.0004915016,5.3448442e-8,0.0000022742154,0.0000062153763,0.0033331853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847513,0.00024261912,0.00041861285,0.00007901388,0.00061523786,0.00016937933],"domain_scores_gemma":[0.9960548,0.00029293078,0.00079869636,0.00037057855,0.0023809276,0.00010204611],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0041553047,0.00008299318,0.00017161586,0.00013894417,0.00090295664,0.03376117,0.002075555,0.00007768051,0.000053801272],"category_scores_gemma":[0.0025569608,0.00005964804,0.00014437462,0.00008807799,0.00013901321,0.10760965,0.0000966606,0.0014184822,0.0000024467915],"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":[0.00016906892,0.00019584793,0.0009712486,0.00001156276,0.00012247864,0.000022048363,0.035583027,0.000025830423,0.00067047786,0.5664024,0.3215096,0.07431642],"study_design_scores_gemma":[0.00040672583,0.00014011616,0.005657027,0.00006983787,0.000032762942,0.000019428564,0.006362457,0.000028263848,0.000035742236,0.0062065315,0.98096293,0.00007816751],"about_ca_topic_score_codex":0.00018750335,"about_ca_topic_score_gemma":0.00011611543,"teacher_disagreement_score":0.65945333,"about_ca_system_score_codex":0.000063927,"about_ca_system_score_gemma":0.00012412076,"threshold_uncertainty_score":0.9672419},"labels":[],"label_agreement":null},{"id":"W4250737707","doi":"10.3138/jsp.39.2.168","title":"Sinners Well Edited","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blame; Scholarship; Publishing; Control (management); Eclipse; Media studies; Public relations; Sociology; Management; Political science; Law; Psychology; Economics; Social psychology","score_opus":0.06864266734115167,"score_gpt":0.23305615482366165,"score_spread":0.16441348748251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250737707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6157473,0.0022265885,0.00016490897,0.030445248,0.004267637,0.000091446746,0.000011267732,0.00012024317,0.34692538],"genre_scores_gemma":[0.9859816,0.00017932238,0.0012805867,0.0018228999,0.0039708703,0.0000015096158,0.00001514523,0.0000300685,0.0067180414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726313,0.00026898348,0.0008426001,0.00015406379,0.0011593631,0.00031187455],"domain_scores_gemma":[0.9945874,0.00025817117,0.00088659866,0.00043264026,0.003566895,0.00026826237],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0039056109,0.00016755413,0.00030068474,0.00074341556,0.0010257309,0.05807008,0.0018314898,0.000156493,0.0005948656],"category_scores_gemma":[0.005213786,0.00013940399,0.00021844385,0.0002303842,0.0002051773,0.22480693,0.00016436291,0.0030660476,0.000056535657],"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":[0.00008232946,0.00026161526,0.008449977,0.000016351281,0.00016467943,0.00012635157,0.03696328,0.000031597137,0.0006814063,0.074728936,0.8734541,0.005039393],"study_design_scores_gemma":[0.0007373253,0.00012595937,0.004057063,0.00007889764,0.000029396011,0.00026242997,0.0037019209,0.00003181896,0.000052051106,0.002277049,0.98845285,0.00019326695],"about_ca_topic_score_codex":0.00019206938,"about_ca_topic_score_gemma":0.000051242707,"teacher_disagreement_score":0.37023425,"about_ca_system_score_codex":0.00015691158,"about_ca_system_score_gemma":0.00029905525,"threshold_uncertainty_score":0.9992339},"labels":[],"label_agreement":null},{"id":"W4251385240","doi":"10.1353/scp.2011.0046","title":"The Scholarly Book Review in the Humanities: An Academic Cinderella?","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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; Humanities; Sociology; Library science; Media studies; History; Art; Computer science","score_opus":0.1708005677963418,"score_gpt":0.2899838984759417,"score_spread":0.11918333067959988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251385240","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042031642,0.5865544,0.000032087853,0.068592615,0.0021860453,0.0006870958,0.000014698157,0.00009820197,0.29980323],"genre_scores_gemma":[0.7301085,0.091933295,0.0004759345,0.15959117,0.0049755857,0.000071123606,0.000031967338,0.00014145307,0.012670991],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938886,0.00202946,0.0016304778,0.0002394676,0.0016874968,0.00052448007],"domain_scores_gemma":[0.99371713,0.0007905252,0.0014445337,0.001136957,0.0027635647,0.00014727114],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.0295067,0.000266287,0.00039496212,0.00045706102,0.0024656535,0.14642794,0.0072979815,0.00023013353,0.00051721715],"category_scores_gemma":[0.009142565,0.00015013182,0.00024028713,0.0003090265,0.00037973994,0.31966966,0.00026025155,0.010240379,0.000026306845],"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":[0.00007594327,0.00022397151,0.0021791223,0.000114473245,0.000102857724,0.00003988619,0.13860188,7.978853e-7,0.000031922835,0.31683812,0.5278093,0.013981686],"study_design_scores_gemma":[0.0004031746,0.00020547565,0.0040676133,0.0011188814,0.000069328555,0.00010105519,0.020443369,0.0000050242074,0.000004608256,0.010933152,0.96244425,0.0002040573],"about_ca_topic_score_codex":0.00047172955,"about_ca_topic_score_gemma":0.0006249701,"teacher_disagreement_score":0.68807685,"about_ca_system_score_codex":0.00018100653,"about_ca_system_score_gemma":0.00042673136,"threshold_uncertainty_score":0.99932706},"labels":[],"label_agreement":null},{"id":"W4251564386","doi":"10.3138/jsp.34.2.114","title":"A Room With a View","year":2003,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.04872881735785515,"score_gpt":0.2308181353460078,"score_spread":0.18208931798815267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251564386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3184639,0.009714022,0.0012748752,0.021321766,0.0017309578,0.00019872462,0.000010096602,0.000114353905,0.6471713],"genre_scores_gemma":[0.99059725,0.000084127365,0.004588615,0.0013534584,0.00059959595,0.0000032326411,0.0000036173228,0.000030233854,0.0027398681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762136,0.00040985743,0.00062144344,0.00014200484,0.00093064446,0.0002746872],"domain_scores_gemma":[0.9954903,0.00019731231,0.00075204653,0.000415383,0.002921112,0.00022384504],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005763594,0.00015804089,0.0002906096,0.0004420303,0.00055113784,0.11511203,0.0011641422,0.00009719327,0.0004738962],"category_scores_gemma":[0.00489198,0.000110808374,0.00012706534,0.00020922716,0.000076492026,0.19014463,0.000057147707,0.002418163,0.00001614408],"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":[0.0000779833,0.00028060912,0.0065179113,0.000037233993,0.00023277645,0.000059911825,0.024314398,0.000021786096,0.00023118737,0.8966601,0.057494886,0.014071226],"study_design_scores_gemma":[0.0008108204,0.00023188561,0.00077674905,0.00021835873,0.000051311843,0.0002170638,0.0049269237,0.0000046573778,0.000046158097,0.0076473304,0.9848899,0.0001788459],"about_ca_topic_score_codex":0.00007309156,"about_ca_topic_score_gemma":0.0001550544,"teacher_disagreement_score":0.927395,"about_ca_system_score_codex":0.00011786617,"about_ca_system_score_gemma":0.00035867107,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W4251569252","doi":"10.2307/j.ctt6wq4sf.22","title":"Don’t Forget the Little Publishers","year":2012,"lang":"en","type":"book-chapter","venue":"Purdue University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Art","score_opus":0.05645192890619875,"score_gpt":0.1863787929117369,"score_spread":0.12992686400553816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251569252","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036178753,0.0007668831,0.000008929373,0.0004781713,0.0005889302,0.00025340397,0.00012314573,0.00016510059,0.9975793],"genre_scores_gemma":[0.006446747,0.00007902772,0.000022160199,0.00016899034,0.00065966725,0.0000014248328,0.00012125808,0.0000386888,0.99246204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989596,0.00007908507,0.00015549282,0.00023026005,0.00029271346,0.00028284494],"domain_scores_gemma":[0.9983239,0.00013539185,0.00022711328,0.0009621335,0.00023051037,0.00012096051],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00037041024,0.00024845093,0.00021706216,0.00013120887,0.0009178836,0.0017347843,0.001446019,0.00022042646,0.00038617392],"category_scores_gemma":[0.00002550279,0.00020792763,0.00019514583,0.0000031080926,0.0004335245,0.0016848639,0.0005324302,0.0009381548,0.00003276304],"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":[0.000014156168,0.000008421251,0.0000017997318,0.000015052029,0.000094890485,0.0000028376053,0.007634176,3.0070447e-7,4.9805635e-7,0.8873725,0.0995972,0.005258155],"study_design_scores_gemma":[0.00015932538,0.000014706735,0.000005267296,0.00004265447,0.00014445218,0.0000018261795,0.0008064119,0.0000051146803,0.0000026332418,0.0027232452,0.99583894,0.0002554453],"about_ca_topic_score_codex":0.001161211,"about_ca_topic_score_gemma":0.0005918953,"teacher_disagreement_score":0.8962417,"about_ca_system_score_codex":0.00012660465,"about_ca_system_score_gemma":0.00006952345,"threshold_uncertainty_score":0.9993015},"labels":[],"label_agreement":null},{"id":"W4252030016","doi":"10.3138/jsp.40.1.1","title":"The University Press in North America: A Brief History","year":2008,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":true,"ca_institutions":"","funders":"","keywords":"Publishing; Management; Quarter (Canadian coin); Subsidy; Media studies; Sociology; Library science; Political science; Economic history; History; Law; Economics; Archaeology","score_opus":0.06105525916122998,"score_gpt":0.197709239922414,"score_spread":0.136653980761184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252030016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7891808,0.010144751,0.000058257792,0.012807914,0.0017362776,0.000113394315,0.000010971596,0.000053075648,0.18589455],"genre_scores_gemma":[0.9859597,0.0013536591,0.00023499157,0.0005921471,0.0006004239,6.549789e-7,0.000005569788,0.000014980962,0.011237865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980946,0.00042593048,0.00046927226,0.000118451266,0.0006507554,0.00024095974],"domain_scores_gemma":[0.9971184,0.00036970264,0.00064687536,0.00037146313,0.0013598282,0.00013373603],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0021107602,0.00010793246,0.0001952358,0.00029454185,0.000939719,0.013952022,0.0019493796,0.000069690366,0.000048114587],"category_scores_gemma":[0.0028551836,0.00008268837,0.00012307064,0.00014860307,0.0003195482,0.11284928,0.00018714817,0.0025882719,0.0000036798278],"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":[0.00022766713,0.0002874469,0.03722689,0.000014198008,0.00012389978,0.00027564904,0.11597131,0.00009621374,0.000031181982,0.08003361,0.74842656,0.017285392],"study_design_scores_gemma":[0.00046008782,0.000053243868,0.029343957,0.000025344283,0.000010995638,0.00004042166,0.004716644,0.000034005065,7.317565e-7,0.00009060378,0.96512794,0.00009603454],"about_ca_topic_score_codex":0.0014694008,"about_ca_topic_score_gemma":0.0017327546,"teacher_disagreement_score":0.21670139,"about_ca_system_score_codex":0.00071534625,"about_ca_system_score_gemma":0.00040397403,"threshold_uncertainty_score":0.9997128},"labels":[],"label_agreement":null},{"id":"W4252438157","doi":"10.1002/div.7578","title":"Wiley (John) &amp; Sons Inc.","year":2008,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Encyclopedia; Lifelong learning; Electronic publishing; Library science; Scientific publishing; Sociology; Management; Political science; The Internet; Computer science; Pedagogy; World Wide Web; Economics","score_opus":0.0883034261447788,"score_gpt":0.24862766474636658,"score_spread":0.1603242386015878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252438157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8650613,0.0011871514,0.00012721198,0.010315891,0.002187272,0.00020392118,0.0000904905,0.0004334141,0.12039337],"genre_scores_gemma":[0.9765361,0.00061720633,0.00018679739,0.0005668462,0.0005592596,0.000021292775,0.000198122,0.000024509669,0.021289896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873304,0.00013766953,0.000257771,0.00022447773,0.00035057013,0.00029647205],"domain_scores_gemma":[0.99902654,0.00006087565,0.0001034442,0.0005920752,0.00008271335,0.00013437115],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034855062,0.00016514209,0.00016398742,0.00014297545,0.0012207403,0.00034790803,0.0006149344,0.0000534644,0.003160802],"category_scores_gemma":[0.00013611212,0.00015105226,0.00011181024,0.000067665685,0.00017690899,0.0014474486,0.00016892284,0.00036305882,0.0012391973],"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":[0.00003262422,0.00024199089,0.015295445,0.000017986351,0.00015097733,0.000010796403,0.04528691,0.000041788793,0.00024262969,0.07673151,0.8582463,0.0037010366],"study_design_scores_gemma":[0.00020942725,0.0000199371,0.0037698909,0.000018475517,0.00002133931,0.0000048172105,0.0005900935,0.000019597901,0.000020345904,0.000688891,0.99442786,0.00020933352],"about_ca_topic_score_codex":0.0014373283,"about_ca_topic_score_gemma":0.0016337923,"teacher_disagreement_score":0.13618155,"about_ca_system_score_codex":0.000053855725,"about_ca_system_score_gemma":0.000054007098,"threshold_uncertainty_score":0.9995385},"labels":[],"label_agreement":null},{"id":"W4252885476","doi":"10.3138/jsp.46.2.193","title":"Book Reviews","year":2014,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.05665069579184208,"score_gpt":0.2504650920330488,"score_spread":0.19381439624120672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252885476","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01980621,0.12341041,0.0019539157,0.09316386,0.0055509275,0.00027772482,0.000008491324,0.00015570698,0.75567275],"genre_scores_gemma":[0.8359277,0.0053804927,0.0076095895,0.071256496,0.01787126,0.000015828993,0.000035386623,0.00012769674,0.061775528],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972562,0.0006288451,0.0009927726,0.00013699815,0.00073525286,0.00024992597],"domain_scores_gemma":[0.9957729,0.0002769002,0.0011779662,0.00051791314,0.002029184,0.00022515496],"candidate_categories":["metaresearch","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.012181949,0.00015008998,0.00037741772,0.00045018713,0.00053063536,0.108114,0.0018556337,0.00011369266,0.0009818892],"category_scores_gemma":[0.0142527735,0.00011487021,0.00023822268,0.00011587864,0.000087344495,0.2387898,0.00015358492,0.0024890017,0.00007638929],"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":[0.000012018005,0.000052833235,0.00040479188,0.00001748154,0.000026967567,0.0000019042795,0.0059311036,0.0000022095462,0.0001230557,0.10477098,0.85403407,0.034622587],"study_design_scores_gemma":[0.00037248433,0.00010684926,0.00044665107,0.00017632628,0.000030433584,0.000027779772,0.000503962,0.000028689597,0.000015678008,0.004520344,0.993635,0.00013577736],"about_ca_topic_score_codex":0.00005390288,"about_ca_topic_score_gemma":0.000032870856,"teacher_disagreement_score":0.8161215,"about_ca_system_score_codex":0.000096283744,"about_ca_system_score_gemma":0.000093070776,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W4254072762","doi":"10.3138/jsp.41.1.3","title":"University Press Forum 2009","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Media studies; Sociology","score_opus":0.04127246306470001,"score_gpt":0.22251899923536986,"score_spread":0.18124653617066985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254072762","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18391185,0.004585377,0.0006447895,0.1144993,0.0022275136,0.00016557846,0.000043825978,0.00017550332,0.69374627],"genre_scores_gemma":[0.98658824,0.00014207722,0.001087215,0.0017417609,0.001004055,1.0907939e-7,0.000007766452,0.0000113962715,0.009417351],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998178,0.00023780896,0.00046155223,0.00013043216,0.0007141982,0.00027799216],"domain_scores_gemma":[0.99634975,0.00012345969,0.0006626036,0.00036337227,0.0022863662,0.00021446137],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0027404502,0.00012980487,0.00022827637,0.0004234222,0.00062685943,0.0703841,0.0018835792,0.00012867099,0.000098766315],"category_scores_gemma":[0.0020993373,0.00011631613,0.00017594073,0.00012974165,0.00006319138,0.22762002,0.00010942248,0.00219435,0.000005747554],"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":[0.00008961318,0.00019106024,0.00086262927,0.0000055080013,0.000062282976,0.00004149817,0.008138171,0.000018839892,0.00023668885,0.5497385,0.4085028,0.032112386],"study_design_scores_gemma":[0.00060966954,0.000196082,0.0026776225,0.00007127484,0.000034202505,0.000034575296,0.0059706583,0.000028862016,0.000026691538,0.00479216,0.9854123,0.00014587937],"about_ca_topic_score_codex":0.00014777946,"about_ca_topic_score_gemma":0.00004719621,"teacher_disagreement_score":0.80267644,"about_ca_system_score_codex":0.00015074234,"about_ca_system_score_gemma":0.00014776102,"threshold_uncertainty_score":0.953348},"labels":[],"label_agreement":null},{"id":"W4254428067","doi":"10.3138/jsp.43.2.156","title":"The Importance of Encouraging Librarians to Publish in Peer-Reviewed Publications","year":2011,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Publishing; Publication; Apprehension; Hostility; Field (mathematics); Resistance (ecology); Advice (programming); Psychology; Public relations; Peer review; Sociology; Political science; Social psychology; Computer science; Law","score_opus":0.11676481604646614,"score_gpt":0.2684599176161937,"score_spread":0.15169510156972754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254428067","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31002137,0.0070780343,0.0003703349,0.21810484,0.0026661414,0.0005343919,0.000038294384,0.00010754711,0.46107903],"genre_scores_gemma":[0.9900469,0.00019031757,0.0033451994,0.0015518501,0.0006020819,0.000021019621,0.000012188627,0.00003525101,0.004195157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594826,0.00043207098,0.0017251798,0.00021261632,0.0012742506,0.00040760834],"domain_scores_gemma":[0.9906423,0.00048422356,0.001552368,0.00092184305,0.0061128647,0.00028639118],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.015215215,0.00018112702,0.0003865282,0.0010159195,0.00063736195,0.06639942,0.00406269,0.00012200271,0.00032836717],"category_scores_gemma":[0.02719012,0.00013041243,0.0002016965,0.0008022178,0.00014797837,0.18892284,0.00037402444,0.002429722,0.000008375562],"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":[0.00005703136,0.00026614347,0.1142781,0.000027294269,0.00009397131,0.000005564398,0.06397605,0.0000057533493,0.00009918679,0.5909041,0.21460058,0.015686229],"study_design_scores_gemma":[0.00047778932,0.00011469323,0.061796885,0.00026361042,0.00003309153,0.000023332006,0.014114082,0.000020263155,0.000039591796,0.019826084,0.90307826,0.00021231966],"about_ca_topic_score_codex":0.0004127798,"about_ca_topic_score_gemma":0.0018021129,"teacher_disagreement_score":0.6884777,"about_ca_system_score_codex":0.00015036251,"about_ca_system_score_gemma":0.00049427326,"threshold_uncertainty_score":0.99987173},"labels":[],"label_agreement":null},{"id":"W4254657058","doi":"10.1038/548028a","title":"Summer books","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"History; Geography","score_opus":0.05323572391673326,"score_gpt":0.2915599233457074,"score_spread":0.23832419942897415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254657058","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04300464,0.00078366394,6.7955483e-7,0.0077637425,0.00078628154,0.000028873576,0.000008577674,0.00005258864,0.947571],"genre_scores_gemma":[0.93105453,0.000009250167,0.000032289558,0.001128678,0.00048754184,0.0000022095444,0.000010510876,0.0000051000325,0.06726989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997075,0.000015028809,0.000045161545,0.00006616148,0.00009167704,0.000074423624],"domain_scores_gemma":[0.9991963,0.000014795072,0.000053646017,0.00063298433,0.000079848774,0.000022449285],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001509041,0.000041279585,0.000044418517,0.000019997568,0.0010698133,0.0023723904,0.0006073978,0.00021530874,0.00037176014],"category_scores_gemma":[0.00017248755,0.000032544132,0.000028656696,0.0000021332244,0.000075651384,0.0009723092,0.000073117815,0.0014401586,0.00008267335],"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":[0.0000028247055,0.000010942843,0.0008005489,0.0000022615836,0.0000075708704,9.607601e-7,0.002876335,3.070902e-8,0.000023944094,0.76354504,0.22706307,0.0056664594],"study_design_scores_gemma":[0.00007525973,0.000004986508,0.0049646203,0.000007716936,0.0000033855138,3.344867e-7,0.00013143683,0.000006334503,0.00003194726,0.004700547,0.99002445,0.000048989077],"about_ca_topic_score_codex":0.00014284856,"about_ca_topic_score_gemma":0.00068474497,"teacher_disagreement_score":0.8880499,"about_ca_system_score_codex":0.000007803736,"about_ca_system_score_gemma":0.000010985569,"threshold_uncertainty_score":0.99866325},"labels":[],"label_agreement":null},{"id":"W4254900995","doi":"10.3138/jsp.40.2.201","title":"A Tax on Productivity?","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Reprint; Productivity; Computer science; Business; Advertising; Economics","score_opus":0.054412107953495624,"score_gpt":0.2509326429972911,"score_spread":0.1965205350437955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254900995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54437155,0.0011513126,0.00009194831,0.15026687,0.0020129273,0.00013528379,0.000011848731,0.00009914797,0.30185914],"genre_scores_gemma":[0.9888937,0.000024298717,0.0006827584,0.0029598756,0.0029656494,0.000001085619,0.0000048672737,0.000015015672,0.004452738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976144,0.00027333962,0.0006174963,0.00017795643,0.001048254,0.00026857245],"domain_scores_gemma":[0.99607015,0.00016443884,0.0007665441,0.0005034821,0.002304182,0.00019122554],"candidate_categories":["metaresearch","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0054603717,0.00015784093,0.00026893386,0.0006591384,0.0005607669,0.1045772,0.0015114781,0.00010995314,0.00015488235],"category_scores_gemma":[0.008715551,0.00012533122,0.00017224424,0.00017790415,0.000064876105,0.20015572,0.000062200656,0.00306906,0.000024856245],"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":[0.00017073362,0.000673468,0.0008539021,0.000010611993,0.00008514198,0.00003633787,0.021993363,0.00003340884,0.0014430672,0.58229333,0.2579676,0.13443902],"study_design_scores_gemma":[0.0007143758,0.00080961315,0.008148024,0.00019517598,0.000032725446,0.000066395565,0.0019333238,0.000014525949,0.00017859296,0.03522975,0.95244163,0.00023586633],"about_ca_topic_score_codex":0.000045811877,"about_ca_topic_score_gemma":0.000034409382,"teacher_disagreement_score":0.69447404,"about_ca_system_score_codex":0.00015122992,"about_ca_system_score_gemma":0.00016892848,"threshold_uncertainty_score":0.99963444},"labels":[],"label_agreement":null},{"id":"W4255147163","doi":"10.3138/jsp.40.2.129","title":"Slow Writing; or, Getting Off the Book Standard: What Can Journal Editors Do?","year":2009,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Judgement; Sentence; Convention; Quality (philosophy); Productivity; Position (finance); Political science; Sociology; Media studies; Law; Epistemology; Philosophy; Linguistics; Economics","score_opus":0.031303304852890276,"score_gpt":0.253497861170928,"score_spread":0.2221945563180377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255147163","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31293118,0.0802402,0.00027170574,0.5236278,0.030039467,0.00045031265,0.000045992332,0.00022719173,0.052166127],"genre_scores_gemma":[0.91890377,0.0043242774,0.001464401,0.016955638,0.054073613,0.000003131563,0.00001248986,0.00007349909,0.004189179],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942043,0.0008382036,0.0016353732,0.00023143427,0.0024419127,0.00064881705],"domain_scores_gemma":[0.99043435,0.0007758992,0.0021787619,0.00064883556,0.0055150697,0.00044707835],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01789861,0.0003185352,0.0005009384,0.0006933367,0.0033422534,0.4231845,0.0034986464,0.0002327466,0.0004968657],"category_scores_gemma":[0.01058611,0.00019560299,0.00037952824,0.00028051433,0.00018905538,0.30629292,0.00020508863,0.008016397,0.00000612093],"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":[0.0002011926,0.00011662925,0.00056725345,0.000012511926,0.00016517863,0.000112611015,0.06340611,0.000038192054,0.00010759062,0.011233292,0.7387042,0.18533526],"study_design_scores_gemma":[0.0009961404,0.00050400425,0.00087603653,0.0008221286,0.000087957174,0.00064412673,0.062880754,0.000023184712,0.000029008152,0.0066105006,0.9262282,0.00029795044],"about_ca_topic_score_codex":0.00004033588,"about_ca_topic_score_gemma":0.00007015859,"teacher_disagreement_score":0.6059726,"about_ca_system_score_codex":0.0004903231,"about_ca_system_score_gemma":0.0009263035,"threshold_uncertainty_score":0.99795526},"labels":[],"label_agreement":null},{"id":"W4255757461","doi":"10.4324/9781315748115-28","title":"Publishing","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.06745891084472877,"score_gpt":0.21424425991997317,"score_spread":0.1467853490752444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255757461","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018065352,0.000298842,0.0000556683,0.0032125076,0.0006380791,0.000059664155,0.00001648229,0.00026562018,0.99545133],"genre_scores_gemma":[0.0070666494,0.000035197892,0.00008018752,0.0014054163,0.0016493138,0.0000030850351,0.0002468849,0.000043648233,0.9894696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999192,0.00001835467,0.00023100634,0.00018402889,0.00024695817,0.00012765231],"domain_scores_gemma":[0.9987617,0.00010017484,0.00015888366,0.00067742245,0.00024039025,0.000061412364],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000492476,0.00017029946,0.00019057104,0.00015247276,0.0003131663,0.010268667,0.00075826823,0.00018739924,0.01734805],"category_scores_gemma":[0.00011880278,0.00014439489,0.000109945664,0.0000026692824,0.000106175125,0.0019962445,0.00015868082,0.0008030504,0.0011000666],"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":[6.0471325e-7,0.0000013305641,2.982462e-7,0.0000049716396,0.000013560438,2.6336608e-7,0.0007909132,4.8580645e-8,8.6443805e-8,0.67967874,0.30889183,0.010617355],"study_design_scores_gemma":[0.000049764778,0.000011839583,8.382138e-7,0.000047440048,0.000014895551,7.2764993e-7,0.000043881522,0.000010353025,2.006981e-7,0.124211654,0.87543494,0.00017346613],"about_ca_topic_score_codex":0.00017797604,"about_ca_topic_score_gemma":0.0010223261,"teacher_disagreement_score":0.5665431,"about_ca_system_score_codex":0.00003856062,"about_ca_system_score_gemma":0.000036108857,"threshold_uncertainty_score":0.9996777},"labels":[],"label_agreement":null},{"id":"W4255964911","doi":"10.1080/00987913.2003.10764807","title":"Electronic Journal Supplementary Content, Browser Plug-ins, and the Transformation of Reading","year":2003,"lang":"en","type":"article","venue":"Serials Review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reading (process); Computer science; World Wide Web; Plug-in; Library science; National library; Electronic book; Electronic library; Digital library; Political science; Operating system","score_opus":0.055927099997594334,"score_gpt":0.2606946653190434,"score_spread":0.20476756532144907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255964911","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11749494,0.790683,0.0001642404,0.028542727,0.000984313,0.0019595213,0.00009610415,0.000042468415,0.06003272],"genre_scores_gemma":[0.71260554,0.28585774,0.000029989389,0.0010307591,0.00008834162,0.000016249378,0.000036396235,0.0000068359514,0.00032815037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986804,0.00060490565,0.00041974074,0.00005118145,0.0001112614,0.0001324938],"domain_scores_gemma":[0.9994302,0.00006998547,0.00021031278,0.00016217913,0.00010565444,0.00002167248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036807617,0.00006683665,0.00023019336,0.000025258802,0.00027752706,0.0002839015,0.00016091713,0.00001408861,0.00079913944],"category_scores_gemma":[0.00020454614,0.000039497936,0.00006752729,0.000025427062,0.000081878425,0.00070771365,0.000009673466,0.0001770907,0.0000031306465],"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":[0.0000138249425,0.000012266089,0.000015548694,0.00030910963,0.000045018485,6.771382e-8,0.0039771744,1.0294735e-7,0.00015273718,0.9873692,0.0044778073,0.0036271717],"study_design_scores_gemma":[0.00075745216,0.00003819535,0.000018916098,0.00073236786,0.00010800395,0.000019832489,0.0010662137,0.0000015692326,0.00015990394,0.0083939,0.98863757,0.00006604944],"about_ca_topic_score_codex":0.00012859452,"about_ca_topic_score_gemma":0.00023593046,"teacher_disagreement_score":0.98415977,"about_ca_system_score_codex":0.000023921866,"about_ca_system_score_gemma":0.000051591862,"threshold_uncertainty_score":0.87500167},"labels":[],"label_agreement":null},{"id":"W4256656617","doi":"10.3138/jsp.38.4.200","title":"The Tripartite Nature of the University Press","year":2007,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salt lake; Theme (computing); Publishing; Library science; Sociology; Media studies; History; Environmental ethics; Political science; Philosophy; Law; Computer science; World Wide Web","score_opus":0.02828143043952999,"score_gpt":0.22618860861821036,"score_spread":0.19790717817868037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256656617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6978998,0.0076617803,0.00014180594,0.034923963,0.0046042004,0.000177766,0.000020920404,0.000035502882,0.25453427],"genre_scores_gemma":[0.9919291,0.000117336764,0.00012744295,0.00031285326,0.00065894134,9.8973004e-8,9.815831e-7,0.000008906723,0.0068443054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980205,0.0003302285,0.0005092527,0.000081099315,0.000844765,0.00021412689],"domain_scores_gemma":[0.9952329,0.0006733404,0.0010284976,0.0004950882,0.0024746615,0.00009555457],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.009905282,0.00008946113,0.00014875615,0.000143928,0.0013106095,0.025536448,0.002894912,0.00016367355,0.000018609475],"category_scores_gemma":[0.004232477,0.0000492453,0.00020446493,0.00018332784,0.00023045695,0.06452478,0.00028206114,0.0038123576,7.270062e-7],"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":[0.00020819236,0.000116457006,0.0057501183,0.0000167203,0.0001653207,0.000008829305,0.018256838,0.000015138614,0.00050911296,0.81959146,0.14310288,0.0122589115],"study_design_scores_gemma":[0.00037258683,0.000035266217,0.015019113,0.000077589146,0.00003620067,0.000012762694,0.008136473,0.000008032257,0.0002259092,0.0013345024,0.9746782,0.000063334104],"about_ca_topic_score_codex":0.00016291939,"about_ca_topic_score_gemma":0.00037567105,"teacher_disagreement_score":0.83157533,"about_ca_system_score_codex":0.00011708428,"about_ca_system_score_gemma":0.00015705163,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W4281477233","doi":"10.22230/src.2022v13n1a403","title":"Scholarly Publishing in Mozambique: Research Institutions, Researchers, and Articles","year":2022,"lang":"fr","type":"article","venue":"Scholarly and Research Communication","topic":"Publishing and Scholarly Communication","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":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Library science; Political science; Publishing; Humanities; Web of science; Art; MEDLINE; Law; Computer science","score_opus":0.44349884625235025,"score_gpt":0.43324904819891297,"score_spread":0.010249798053437287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281477233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45711425,0.2563069,0.00000602406,0.23064907,0.00026206224,0.0010378448,0.0001541576,0.000078758734,0.054390952],"genre_scores_gemma":[0.9334063,0.04607303,0.0006344198,0.00033634793,0.00024144712,0.00063280074,0.00022241191,0.000059034464,0.018394193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9553896,0.036259208,0.0010547601,0.0010169997,0.0044593127,0.0018201023],"domain_scores_gemma":[0.98658,0.004535219,0.0001834558,0.0027479634,0.0053281854,0.0006251687],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","scholarly_communication"],"category_scores_codex":[0.11941517,0.00030020252,0.00038425004,0.003477666,0.020945055,0.09969047,0.0039775814,0.00044229487,0.0005462694],"category_scores_gemma":[0.025044415,0.0003422547,0.000075527256,0.0028248574,0.00520371,0.08050403,0.010146118,0.027440123,0.00005318982],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002077241,0.00079963973,0.0071236887,0.00015635978,0.000052589443,0.000025261157,0.047471244,0.000022620208,0.0003065911,0.8579586,0.020776432,0.06509924],"study_design_scores_gemma":[0.0012065946,0.0004186228,0.017752565,0.00047425038,0.000011680052,0.00004148827,0.075598665,0.000855915,0.000024006347,0.10740521,0.79587543,0.00033555483],"about_ca_topic_score_codex":0.054800175,"about_ca_topic_score_gemma":0.013632137,"teacher_disagreement_score":0.77509904,"about_ca_system_score_codex":0.0017268987,"about_ca_system_score_gemma":0.0016323605,"threshold_uncertainty_score":0.99990296},"labels":[],"label_agreement":null},{"id":"W4292144446","doi":"10.3217/jucs-016-14","title":"JUCS - Journal of Universal Computer Science","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Column (typography); Computer science; Telecommunications","score_opus":0.07370486443762683,"score_gpt":0.2323005998323314,"score_spread":0.15859573539470456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292144446","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19896513,0.00023256899,0.021151327,0.022790935,0.0009143761,0.00038290105,0.0001660867,0.0010308337,0.75436586],"genre_scores_gemma":[0.99846095,0.000017230564,0.00035330935,0.00032513784,0.00042678826,9.223841e-10,0.00005918935,0.00017480084,0.000182578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991126,0.00015046576,0.00016141664,0.000116172945,0.00032311084,0.00013624557],"domain_scores_gemma":[0.99838436,0.000013940271,0.00011908932,0.000187642,0.00115791,0.0001370385],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00079500955,0.00005069693,0.00007454718,0.00014814961,0.0021157619,0.0029720794,0.0014799573,0.000014261029,0.004992492],"category_scores_gemma":[0.00044862254,0.000047946047,0.000030311847,0.00019624096,0.00039132978,0.0014192451,0.000692312,0.0002604842,0.0008170304],"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":[0.00008481506,0.00014383516,0.000005107786,0.00003588807,0.000043763626,0.000013688897,0.088752665,0.00012442496,0.003970388,0.24156278,0.5181908,0.14707182],"study_design_scores_gemma":[0.00021630451,0.0002212704,0.00007605615,0.000011011551,0.000005650851,0.000018684215,0.0011601917,0.00087284646,0.00008420797,0.00013961297,0.9971376,0.000056565314],"about_ca_topic_score_codex":0.0000068154814,"about_ca_topic_score_gemma":1.5109043e-7,"teacher_disagreement_score":0.7994958,"about_ca_system_score_codex":0.00006218769,"about_ca_system_score_gemma":0.000009501226,"threshold_uncertainty_score":0.99996096},"labels":[],"label_agreement":null},{"id":"W4293097704","doi":"10.3828/indexer.2022.5","title":"Quoting on book indexing projects","year":2022,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Search engine indexing; Information retrieval; Computer science; Library science","score_opus":0.06239293566768196,"score_gpt":0.23091762674248315,"score_spread":0.16852469107480117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293097704","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33654606,0.00037487035,0.000003071977,0.0077020004,0.0006173092,0.00021377079,0.0000085681,0.00016406427,0.6543703],"genre_scores_gemma":[0.96440774,0.0000023607797,0.000004985538,0.0035751632,0.00026832282,0.00005724227,0.000009032916,0.000012036441,0.03166314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920636,0.00019208046,0.000110606044,0.00009563328,0.00025710493,0.00013819708],"domain_scores_gemma":[0.9993801,0.0001288403,0.00006941555,0.00037545088,0.00003035401,0.000015835516],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081729883,0.00006221874,0.000058561935,0.00006050309,0.0019585912,0.0005427804,0.00052796095,0.000011484263,0.0014572802],"category_scores_gemma":[0.000063435196,0.000043334563,0.000033797136,0.00003980061,0.000056281322,0.0003918151,0.0002322369,0.00059855013,0.00005031722],"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":[0.000044502103,0.00011848323,0.00055308983,0.0000064203236,0.00003218433,0.0000030750728,0.19662543,0.00030564217,0.00006203462,0.6763698,0.118491866,0.007387495],"study_design_scores_gemma":[0.00011659775,0.000052661544,0.00024287486,0.000009091658,0.0000051336274,0.0000021789538,0.008834605,0.00021859488,0.000026341473,0.0022277154,0.9881802,0.00008395478],"about_ca_topic_score_codex":0.0002631742,"about_ca_topic_score_gemma":0.00007230857,"teacher_disagreement_score":0.8696884,"about_ca_system_score_codex":0.00006060015,"about_ca_system_score_gemma":0.00003684835,"threshold_uncertainty_score":0.9994555},"labels":[],"label_agreement":null},{"id":"W4296658530","doi":"10.3828/indexer.2022.20","title":"<i>Index, a history of the</i> : conference adventures of author and indexer","year":2022,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Search engine indexing; Adventure; Library science; History; Art history; Computer science; Information retrieval; World Wide Web","score_opus":0.046489943641843126,"score_gpt":0.21146541664604446,"score_spread":0.16497547300420135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296658530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8582778,0.0031160347,0.0000072669795,0.004548323,0.0010556108,0.00024458725,0.00005260188,0.000030448506,0.13266733],"genre_scores_gemma":[0.9752283,0.000008662679,0.0000034127047,0.00034843766,0.000042220163,0.000019413286,0.0000027113556,0.0000066099524,0.024340201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991735,0.00022414376,0.00017924023,0.00007848819,0.00026176815,0.00008285043],"domain_scores_gemma":[0.9991539,0.00009186722,0.00019079557,0.00046249264,0.00008500879,0.000015949552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060259673,0.000061960985,0.000112290676,0.00003865116,0.0002863907,0.00004973123,0.00062460714,0.000020193187,0.0008268303],"category_scores_gemma":[0.000051253577,0.000037492224,0.00004978599,0.00003452309,0.00041618219,0.00019066394,0.0003820706,0.0003643108,7.1468673e-7],"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":[0.00011293031,0.00020125012,0.0064429366,0.00004715355,0.00007784917,4.825007e-7,0.26530024,0.00006146175,0.00095976784,0.59001845,0.13159016,0.005187279],"study_design_scores_gemma":[0.0002728536,0.000052523013,0.008261548,0.000025775427,0.00003151616,0.0000028050565,0.0076031927,0.00017221796,0.00009327997,0.011092847,0.9722907,0.00010073037],"about_ca_topic_score_codex":0.00077970704,"about_ca_topic_score_gemma":0.0002737858,"teacher_disagreement_score":0.84070057,"about_ca_system_score_codex":0.00005532226,"about_ca_system_score_gemma":0.00012923092,"threshold_uncertainty_score":0.9053211},"labels":[],"label_agreement":null},{"id":"W4297081328","doi":"","title":"Relations éditeurs / auteurs : évolution et perspectives dans le contexte de l'industrie du livre canadienne","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.02049576609666493,"score_gpt":0.2229011161759801,"score_spread":0.20240535007931518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297081328","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38404828,0.0064830007,0.074453734,0.10690731,0.001007097,0.0007100082,0.00050374423,0.00047334092,0.4254135],"genre_scores_gemma":[0.8409215,0.002394815,0.007790834,0.00021610536,0.00020806197,0.0000883725,0.0014599904,0.00009828103,0.14682204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9840809,0.012483684,0.00097144535,0.001031641,0.0005035736,0.00092873327],"domain_scores_gemma":[0.9874442,0.003534966,0.0010006513,0.0027765112,0.0046822214,0.00056145765],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017835371,0.0006015095,0.00053562905,0.00046687367,0.004353933,0.003074071,0.0022788488,0.0007233074,0.0005431491],"category_scores_gemma":[0.006864715,0.000726257,0.000396111,0.00042486878,0.0017657006,0.0015829217,0.0010415233,0.0028698693,0.00009601619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014033062,0.00076244195,0.0025630607,0.000032446333,0.0001256694,0.0000059910726,0.18385786,0.00022117395,0.00017714061,0.79863477,0.006279616,0.0073258276],"study_design_scores_gemma":[0.0013024124,0.000004010536,0.07140197,0.0029404478,0.00023868312,0.00006023043,0.04760193,0.012069415,0.0008960376,0.032072462,0.8300334,0.0013789524],"about_ca_topic_score_codex":0.24082461,"about_ca_topic_score_gemma":0.35923424,"teacher_disagreement_score":0.82375383,"about_ca_system_score_codex":0.0017550284,"about_ca_system_score_gemma":0.0019155924,"threshold_uncertainty_score":0.9995189},"labels":[],"label_agreement":null},{"id":"W4297832002","doi":"","title":"What is editorialization?","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geology","score_opus":0.022062132291476723,"score_gpt":0.23280813144208973,"score_spread":0.210745999150613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297832002","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015788313,0.0075647207,0.030724611,0.16890758,0.030816766,0.0010467333,0.0004578118,0.0013274531,0.743366],"genre_scores_gemma":[0.7256339,0.0053983117,0.0042794347,0.001119587,0.004197819,0.0002521996,0.0020639428,0.00018109579,0.25687373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932519,0.0044442522,0.0006175485,0.0007148363,0.0006221352,0.00034930906],"domain_scores_gemma":[0.99000126,0.0013855868,0.0006587359,0.0032375255,0.0045421785,0.00017469084],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055981223,0.00036383606,0.00036482807,0.00023972393,0.0009257231,0.008586867,0.0022769747,0.0003422097,0.001564325],"category_scores_gemma":[0.001497926,0.00033304287,0.00024650974,0.00009986877,0.00039604708,0.0020836196,0.0016650762,0.0008280022,0.00022962944],"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":[0.0000068998215,0.00026697715,0.0001539228,0.00008084757,0.000092918206,8.885652e-7,0.104757994,0.0000013354521,0.000110300636,0.76346374,0.10381582,0.027248368],"study_design_scores_gemma":[0.0003719882,2.5146093e-7,0.00009837714,0.0025878164,0.00004761362,0.0000012595721,0.00084668084,0.000570353,0.0021609433,0.083659805,0.90916586,0.00048904866],"about_ca_topic_score_codex":0.00085821014,"about_ca_topic_score_gemma":0.0017686277,"teacher_disagreement_score":0.80535007,"about_ca_system_score_codex":0.00016356198,"about_ca_system_score_gemma":0.00033450295,"threshold_uncertainty_score":0.99991214},"labels":[],"label_agreement":null},{"id":"W4299168633","doi":"10.26522/brocked.v31i2.983","title":"From the Margins to the Mainstream","year":2022,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Mainstream; Volume (thermodynamics); Sociology; Political science; Law; Thermodynamics; Physics","score_opus":0.029261183034829354,"score_gpt":0.24768404331889307,"score_spread":0.2184228602840637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299168633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59015125,0.0016379263,0.000101689075,0.32624528,0.009252098,0.00027537713,0.000095901705,0.000049821727,0.07219063],"genre_scores_gemma":[0.9550078,0.00001716812,0.000080108584,0.009953181,0.0038443014,0.000057169244,0.00004037326,0.0000092760765,0.030990634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991024,0.00031470414,0.00015272033,0.00007004497,0.00025318036,0.00010693079],"domain_scores_gemma":[0.99921054,0.00012913402,0.00010356788,0.0003540259,0.00012770243,0.00007503984],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036484332,0.00005459325,0.000043844706,0.000043287782,0.003823271,0.0018519782,0.00094175595,0.0000075530033,0.0049106064],"category_scores_gemma":[0.00018436612,0.00003152472,0.000048439117,0.00006221438,0.000022911954,0.00036978826,0.0001430816,0.00057097356,0.000094687755],"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":[0.000005248634,0.00006757992,0.00029701454,2.0715827e-7,0.000011490569,8.876882e-8,0.055319235,0.00005355651,0.000009430576,0.010358548,0.91648895,0.017388666],"study_design_scores_gemma":[0.000049053437,0.000018450213,0.0053709014,0.000004412928,0.000008539843,0.000019772317,0.08935961,0.000008551654,0.0000010847217,0.004114733,0.9010008,0.00004411421],"about_ca_topic_score_codex":0.00059879234,"about_ca_topic_score_gemma":0.0005210622,"teacher_disagreement_score":0.3648565,"about_ca_system_score_codex":0.00010116529,"about_ca_system_score_gemma":0.0003918064,"threshold_uncertainty_score":0.9991842},"labels":[],"label_agreement":null},{"id":"W4300510989","doi":"","title":"Bibliothèque, open science, open data et données de la recherche au Canada : quels enjeux ?","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Open science; Library science; Political science; Computer science; Physics","score_opus":0.2775444513536452,"score_gpt":0.36487379636121814,"score_spread":0.08732934500757294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300510989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01852157,0.003898157,0.002403167,0.085394755,0.0007164313,0.0011214417,0.0012372333,0.0001369461,0.8865703],"genre_scores_gemma":[0.65788203,0.008903863,0.12682115,0.0019273886,0.00028394003,0.00031887644,0.005641088,0.00020105955,0.19802062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9415853,0.05302351,0.0011576489,0.0018974374,0.0012935636,0.0010425169],"domain_scores_gemma":[0.9597771,0.01625576,0.0013466282,0.012770182,0.008925811,0.0009244932],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","open_science"],"category_scores_codex":[0.15815891,0.0006170285,0.00075599155,0.00072167255,0.0033117451,0.044868764,0.045821555,0.0006175029,0.0007287729],"category_scores_gemma":[0.046977993,0.00064782955,0.00011020161,0.0015434106,0.0024343003,0.00833165,0.05601665,0.003606932,0.0000462015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022517208,0.0006590301,0.0010323307,0.00010400095,0.000113511065,0.0000058228497,0.034979373,0.000039841445,0.00015125601,0.85523975,0.087205686,0.02044691],"study_design_scores_gemma":[0.000799394,0.000001119801,0.0033320524,0.0029595657,0.000098791155,0.000022821798,0.002624412,0.0046157227,0.0007703224,0.040533904,0.943456,0.0007859061],"about_ca_topic_score_codex":0.966445,"about_ca_topic_score_gemma":0.9752503,"teacher_disagreement_score":0.8562503,"about_ca_system_score_codex":0.0036356202,"about_ca_system_score_gemma":0.06316825,"threshold_uncertainty_score":0.9995973},"labels":[],"label_agreement":null},{"id":"W4301702185","doi":"","title":"An “imperfect” Model of Authorship in Dorothy Wordsworth’s Grasmere Journal","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Imperfect; Philosophy; Linguistics","score_opus":0.5473048758533302,"score_gpt":0.5553905875922727,"score_spread":0.008085711738942458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301702185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610109,0.008573747,0.00015120895,0.00038742487,0.0006559454,0.00025236138,0.000038294354,0.000034411045,0.028895732],"genre_scores_gemma":[0.99666685,0.0017020094,0.00033008555,0.00016959068,0.00033607433,0.000017161354,0.00001817323,0.000047970443,0.0007120872],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962499,0.0009364837,0.0012273,0.00028558317,0.0009011271,0.00039956643],"domain_scores_gemma":[0.9962715,0.00019754299,0.001195146,0.00079838914,0.0010496491,0.00048778727],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006356901,0.00028289328,0.000722643,0.001259892,0.00040754574,0.0068745045,0.0047793197,0.00013864973,0.0028284385],"category_scores_gemma":[0.0007519536,0.00024556127,0.00018124934,0.00039024392,0.00024478088,0.013482711,0.00055807317,0.0013263825,0.000007274834],"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":[0.0010689578,0.002278856,0.69786793,0.00015039092,0.00036977287,0.000046225075,0.07801157,0.01378914,0.015626887,0.028660443,0.12489157,0.03723827],"study_design_scores_gemma":[0.005106244,0.00024156187,0.32983604,0.002420213,0.00031887004,0.000084983505,0.01215118,0.0155527275,0.003985944,0.57522184,0.052643266,0.0024371687],"about_ca_topic_score_codex":0.0025016668,"about_ca_topic_score_gemma":0.001953872,"teacher_disagreement_score":0.54656136,"about_ca_system_score_codex":0.00015357327,"about_ca_system_score_gemma":0.00047134163,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W4302394872","doi":"","title":"Notes From Canada : What Is A Classic? And Why? And When?","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History; Political science","score_opus":0.359050950294823,"score_gpt":0.4548043996578555,"score_spread":0.09575344936303254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302394872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92021626,0.06133849,0.000012625452,0.002034535,0.0006092137,0.0001716813,0.00010311853,0.000023422692,0.015490667],"genre_scores_gemma":[0.9825566,0.01457548,0.00012711565,0.0020464591,0.00016614373,0.000011817787,0.000015557918,0.00002498998,0.00047588165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849355,0.0002086571,0.0004366308,0.00027801224,0.0003670728,0.0002160889],"domain_scores_gemma":[0.99827224,0.00037304484,0.00041109225,0.0004677663,0.000268589,0.00020724135],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000641152,0.00020086649,0.00039387174,0.00022042275,0.00057858764,0.010633828,0.0015736091,0.00006090103,0.012711075],"category_scores_gemma":[0.00016518495,0.00017312112,0.00004661708,0.00007255708,0.00020946708,0.011786835,0.0007773657,0.0004040658,0.0000024008482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018845317,0.0002423711,0.44945785,0.000074072545,0.0004915634,0.000029676172,0.066075794,5.815681e-7,0.0024536,0.00458914,0.35905623,0.11734066],"study_design_scores_gemma":[0.0005947507,0.000015114265,0.53388065,0.0006408922,0.00013176665,0.0000061081582,0.004875411,0.00004851546,0.0021879321,0.06431786,0.3927075,0.00059347786],"about_ca_topic_score_codex":0.7757396,"about_ca_topic_score_gemma":0.5356499,"teacher_disagreement_score":0.24008973,"about_ca_system_score_codex":0.000052041643,"about_ca_system_score_gemma":0.00017201064,"threshold_uncertainty_score":0.9903932},"labels":[],"label_agreement":null},{"id":"W4306894164","doi":"10.3138/utq.91.3.hr052","title":"Aubrey Jean Hanson, ed. <i>Literatures, Communities, and Learning: Conversations with Indigenous Writers</i>","year":2022,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Indigenous; History; Sociology; Media studies; Genealogy","score_opus":0.009792519732838931,"score_gpt":0.1710025755419347,"score_spread":0.16121005580909578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306894164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93842906,0.0030510055,0.00015910588,0.00094222074,0.00018647971,0.00029466758,0.0002572247,0.00017923169,0.05650098],"genre_scores_gemma":[0.9895447,0.0000616392,0.00020846265,0.00009850924,0.000025562369,8.7392993e-7,0.00026789706,0.000009080357,0.009783294],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990968,0.00038046364,0.00009326262,0.00010665771,0.00018469617,0.00013813679],"domain_scores_gemma":[0.9992819,0.00011760414,0.00012605065,0.0002912021,0.00012587987,0.00005738534],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002718197,0.00009569852,0.00013489847,0.00005040111,0.0023404974,0.00027999925,0.00041730076,0.000026215544,0.0016614336],"category_scores_gemma":[0.000003739799,0.00010859355,0.000035819092,0.000018308989,0.00022679147,0.0012286762,0.000074978736,0.00041387128,0.0000022858233],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010756734,0.00011479572,0.0012332347,0.00001706247,0.00007304378,0.000005039274,0.9738958,0.00001562278,0.000023992252,0.016232641,0.0046123224,0.0036688715],"study_design_scores_gemma":[0.00047186567,0.0008481637,0.00065886567,0.000012151489,0.000030403018,0.000004372929,0.39188412,0.00007040788,4.446129e-7,0.000049785354,0.6058522,0.00011722104],"about_ca_topic_score_codex":0.12805167,"about_ca_topic_score_gemma":0.11826988,"teacher_disagreement_score":0.60123986,"about_ca_system_score_codex":0.00014432654,"about_ca_system_score_gemma":0.00006018987,"threshold_uncertainty_score":0.9992512},"labels":[],"label_agreement":null},{"id":"W4308246562","doi":"10.54590/pop.2022.006","title":"From Pamphlets to PDFs: The Shadow Histories of Research Publishing","year":2022,"lang":"en","type":"article","venue":"Pop! Public Open Participatory","topic":"Publishing and Scholarly Communication","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":"Publishing; Commercialization; Democratization; Shadow (psychology); Government (linguistics); Civil society; Business model; Publication; Public relations; Political science; Business; Marketing; Law; Democracy","score_opus":0.5375489582472639,"score_gpt":0.42100277715767787,"score_spread":0.11654618108958603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308246562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61456096,0.0009383706,0.000005732166,0.14104064,0.0018658005,0.0008871088,0.00035896924,0.00013306546,0.24020936],"genre_scores_gemma":[0.9870258,0.0000027400104,0.000062573665,0.0017018933,0.0004537731,0.00097440137,0.00012358325,0.000031606396,0.009623622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505174,0.0021799435,0.0005340783,0.00039269202,0.0012456512,0.00059591583],"domain_scores_gemma":[0.99627405,0.000934531,0.00021097384,0.0016100926,0.00074393745,0.00022638471],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0110145705,0.0001427594,0.000264153,0.00030722443,0.0031162607,0.010398104,0.005368072,0.000043821292,0.0083734365],"category_scores_gemma":[0.0031133287,0.00011618085,0.0000743413,0.0004470158,0.00045375,0.006228393,0.004345285,0.0011855001,0.00006717839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003591137,0.00022008987,0.0022538684,0.000006694586,0.00005345171,0.0000016939521,0.12150801,0.000023939794,0.000056054036,0.48036644,0.3927104,0.0027634571],"study_design_scores_gemma":[0.00022707868,0.000095793526,0.0013309517,0.000010388009,0.000012469035,5.777037e-7,0.044280536,0.00012586238,0.000021638647,0.011525871,0.9422175,0.00015131172],"about_ca_topic_score_codex":0.02212756,"about_ca_topic_score_gemma":0.0049334476,"teacher_disagreement_score":0.54950714,"about_ca_system_score_codex":0.00036678938,"about_ca_system_score_gemma":0.0005308128,"threshold_uncertainty_score":0.9981815},"labels":[],"label_agreement":null},{"id":"W4309610977","doi":"10.3138/jsp-2022-0038","title":"The Strategies of ‘Getting It Out the Door’: Personal Finance Lessons Applied to Writing for Scholarly Publishing","year":2022,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Publishing; Context (archaeology); Professional writing; Productivity; Process (computing); Sociology; Writing process; Key (lock); Computer science; Public relations; Knowledge management; Management; Political science; Economics; History; Pedagogy; Law","score_opus":0.08286864283005756,"score_gpt":0.2898333202973458,"score_spread":0.20696467746728825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309610977","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35669234,0.009292007,0.0023233988,0.49676552,0.004890399,0.0013382753,0.00037870344,0.00014588994,0.12817346],"genre_scores_gemma":[0.9917987,0.00007044206,0.0016962435,0.0027621887,0.0019924962,0.00012058403,0.000027226839,0.00006328529,0.0014688472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936838,0.0007962339,0.0018108239,0.00038769672,0.0025493817,0.0007720572],"domain_scores_gemma":[0.9877765,0.0032371725,0.0025212953,0.0008127196,0.005450984,0.00020133528],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.033115566,0.0003180801,0.0005085644,0.00057742203,0.008627726,0.36178446,0.006391279,0.00014889591,0.00007757719],"category_scores_gemma":[0.017317707,0.00022218112,0.0004285092,0.0005050818,0.0002515892,0.21595952,0.0012944965,0.0071961703,0.0000025516038],"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":[0.00028539627,0.0001750462,0.0006266626,0.0000572032,0.00028769768,0.000006124821,0.14919473,0.0010486754,0.002164194,0.66631067,0.12889023,0.050953392],"study_design_scores_gemma":[0.0008493775,0.00023173862,0.0008264872,0.00017142652,0.00007489948,0.000029778861,0.28917146,0.00022031047,0.00006662219,0.013043664,0.6950339,0.0002803523],"about_ca_topic_score_codex":0.00025489414,"about_ca_topic_score_gemma":0.00043870628,"teacher_disagreement_score":0.65326697,"about_ca_system_score_codex":0.00043641787,"about_ca_system_score_gemma":0.0010076667,"threshold_uncertainty_score":0.99898463},"labels":[],"label_agreement":null},{"id":"W4309612986","doi":"10.3138/jsp-2022-0042","title":"Pejman Habibie and Sally Burgess, eds. <i>Scholarly Publication Trajectories of Early-Career Scholars: Insider Perspectives.</i>","year":2022,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insider; Sociology; Management; Epistemology; Philosophy; Economics","score_opus":0.04956564445994257,"score_gpt":0.23785467240924815,"score_spread":0.18828902794930558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309612986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9366919,0.018219033,0.00005600112,0.022572996,0.0011810787,0.00029270028,0.00013110116,0.00010929848,0.02074593],"genre_scores_gemma":[0.994819,0.00036367393,0.0011307913,0.0010408709,0.0010157845,0.000026760164,0.000049517825,0.00007467747,0.001478931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99349403,0.001123904,0.00166393,0.0004913765,0.0027087003,0.0005180343],"domain_scores_gemma":[0.9860352,0.0004940388,0.0022778783,0.0008994049,0.009898442,0.00039503042],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.011571573,0.00036627546,0.0006861187,0.0016777022,0.002051374,0.10634715,0.0027859486,0.00021284162,0.0006412312],"category_scores_gemma":[0.011613627,0.00035511912,0.00034011452,0.0007562107,0.00039833173,0.27420625,0.0010075016,0.006768835,0.0000037670607],"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":[0.0007051609,0.0015582768,0.16350707,0.0001795779,0.0010862594,0.00004954587,0.23962277,0.000047662415,0.0073996354,0.46620256,0.09552735,0.02411412],"study_design_scores_gemma":[0.0030373416,0.0013238149,0.12156152,0.00022711825,0.00029615164,0.0002534905,0.08546346,0.000030061236,0.0001868261,0.0147405015,0.77197194,0.0009078103],"about_ca_topic_score_codex":0.0008235417,"about_ca_topic_score_gemma":0.000101906946,"teacher_disagreement_score":0.6764446,"about_ca_system_score_codex":0.0004597993,"about_ca_system_score_gemma":0.0007762203,"threshold_uncertainty_score":0.9998901},"labels":[],"label_agreement":null},{"id":"W4313028397","doi":"10.1007/978-3-030-78318-1","title":"The Palgrave Encyclopedia of Victorian Women’s Writing","year":2022,"lang":"en","type":"book","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Encyclopedia; History; Art; Library science; Computer science","score_opus":0.019107222195330252,"score_gpt":0.2136303467784634,"score_spread":0.19452312458313314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313028397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000086345084,0.000849898,6.8351864e-7,0.0005224081,0.001047552,0.000114444985,0.00006237874,0.000067140616,0.9972491],"genre_scores_gemma":[0.009412598,0.0007100055,0.0000113654,0.00013521528,0.0010182502,0.000079309095,0.00016731645,0.000029127481,0.9884368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987837,0.00012711833,0.00038918777,0.00014117728,0.0003572096,0.00020162777],"domain_scores_gemma":[0.99828875,0.00053149293,0.00029649606,0.0006766579,0.00016524295,0.00004137023],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010552423,0.00014294317,0.00019637759,0.00007945716,0.0011329531,0.00087697787,0.00096841453,0.00006867812,0.007905447],"category_scores_gemma":[0.00012007376,0.00010020385,0.000097818265,0.000015563717,0.00015846737,0.00016473612,0.0003040766,0.00077308266,0.000025009496],"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":[0.0000033865288,0.000005478326,0.0000030755125,0.000014275178,0.00003703678,4.2197638e-7,0.028628796,1.7827253e-7,1.6085728e-7,0.8313769,0.1373918,0.0025385008],"study_design_scores_gemma":[0.00005747961,0.000037545942,0.000005863903,0.000018359564,0.000011343103,3.625444e-7,0.0066438154,0.0000031857053,1.2189639e-7,0.05323547,0.93986684,0.00011963588],"about_ca_topic_score_codex":0.00010311688,"about_ca_topic_score_gemma":0.0005821195,"teacher_disagreement_score":0.80247504,"about_ca_system_score_codex":0.00026022948,"about_ca_system_score_gemma":0.00026692927,"threshold_uncertainty_score":0.99300146},"labels":[],"label_agreement":null},{"id":"W4313515454","doi":"10.3828/indexer.2022.33","title":"‘Past Perfect, Future Progressive’: Indexing Society of Canada/Société canadienne d’indexation (ISC/SCI) 2022 conference","year":2022,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indexation; Theme (computing); Search engine indexing; Work (physics); Library science; Political science; Management; Sociology; Public relations; Computer science; Engineering; World Wide Web; Economics; Monetary policy","score_opus":0.020686017142207413,"score_gpt":0.2045766110053139,"score_spread":0.1838905938631065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313515454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384957,0.00080718077,0.0000100097495,0.019096162,0.0013194332,0.0003725737,0.0001783171,0.000058882313,0.039661724],"genre_scores_gemma":[0.9904409,0.000011169473,0.0000148013505,0.000787121,0.0005731474,0.000086829954,0.00008195026,0.000016520973,0.007987541],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986114,0.00024642862,0.00024880102,0.00017340643,0.00040892945,0.00031105825],"domain_scores_gemma":[0.99881077,0.00010347929,0.0002896448,0.00048430794,0.00024845067,0.00006336075],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009823007,0.00012942155,0.0001582884,0.000041903844,0.0021703807,0.00030082758,0.00082097785,0.000037347763,0.0026716283],"category_scores_gemma":[0.000033206343,0.000100328405,0.00007660327,0.000113760965,0.00016859737,0.0004203882,0.00029087433,0.0008029047,0.0000010522782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008188489,0.00017909381,0.004166371,0.00006524786,0.0002447894,0.000004634902,0.33430746,0.0004642157,0.00036357573,0.3272422,0.31483763,0.018042887],"study_design_scores_gemma":[0.0003479972,0.00006935365,0.0051823133,0.00002040323,0.000030285762,0.000008314977,0.10057518,0.001312422,0.00004861794,0.0018069266,0.8903639,0.0002343103],"about_ca_topic_score_codex":0.29984763,"about_ca_topic_score_gemma":0.6974805,"teacher_disagreement_score":0.57552624,"about_ca_system_score_codex":0.00039068703,"about_ca_system_score_gemma":0.0008190518,"threshold_uncertainty_score":0.99912864},"labels":[],"label_agreement":null},{"id":"W4313643992","doi":"10.31235/osf.io/zsjc5","title":"Organizational Structures and Relationships in Canadian, Noncommercial Journals: Supporting Scholar- Led Publishing","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Alberta Library; University of Alberta","funders":"Canadian Association of Research Libraries; Association of Research Libraries","keywords":"Publishing; Sustainability; Order (exchange); Library science; Public relations; Political science; Knowledge management; Business; Computer science; Ecology","score_opus":0.14233873152767776,"score_gpt":0.30855827143084164,"score_spread":0.16621953990316388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313643992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6626072,0.0013109053,0.000058005622,0.0693606,0.0034633952,0.0006632049,0.0004475882,0.00053861254,0.2615505],"genre_scores_gemma":[0.99375015,0.000073972325,0.0006995431,0.00043562296,0.00090356695,0.000017025117,0.0010619629,0.000054337936,0.0030038252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975022,0.00052258285,0.000758627,0.00037986712,0.00039289193,0.00044381726],"domain_scores_gemma":[0.99783975,0.0004031109,0.00037260578,0.00045514954,0.0006298643,0.00029949468],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005631979,0.00023512836,0.0002966065,0.0012019582,0.0016554584,0.024028962,0.00084109965,0.0004057173,0.0014048303],"category_scores_gemma":[0.010353932,0.00023433543,0.00005591326,0.0001892069,0.00008863572,0.0046547316,0.00070095237,0.0051863817,0.000024911584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005936816,0.000021781965,0.2852549,0.000065612534,0.000071807626,0.000017598337,0.04161691,0.00023294856,0.000004323827,0.6478071,0.023215784,0.0016852563],"study_design_scores_gemma":[0.0006105134,0.000013158785,0.4060351,0.0004275708,0.000056176315,0.00001958591,0.015215825,0.0026212551,0.0000034787806,0.49908876,0.07504594,0.00086261565],"about_ca_topic_score_codex":0.39922047,"about_ca_topic_score_gemma":0.91595346,"teacher_disagreement_score":0.516733,"about_ca_system_score_codex":0.00037752092,"about_ca_system_score_gemma":0.0012813449,"threshold_uncertainty_score":0.9996443},"labels":[],"label_agreement":null},{"id":"W4313681152","doi":"10.3998/jep.3681","title":"The Notion and Assessment of ‘Predatory’ in Scholarly Publishing","year":2023,"lang":"en","type":"article","venue":"Journal of Electronic Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Publishing; Prestige; Conflation; Political science; Sociology; Law; Epistemology; Linguistics; Philosophy","score_opus":0.043807246956169534,"score_gpt":0.2852900545156853,"score_spread":0.24148280755951576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313681152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91936517,0.0037800162,0.00006559844,0.033360995,0.00083759,0.00014006949,0.000008822019,0.000053268388,0.042388465],"genre_scores_gemma":[0.9981347,0.0007640003,0.0000879978,0.00012625985,0.00037273514,0.000004521258,0.000011900255,0.0000160118,0.00048192887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744576,0.0004131428,0.0008130779,0.00013420409,0.00075408485,0.00043973772],"domain_scores_gemma":[0.9969308,0.0007795657,0.000842813,0.00031822082,0.0010470231,0.00008161039],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.013993421,0.000114989954,0.00024016284,0.0006752405,0.00051450735,0.03911564,0.0012213145,0.00010219746,0.000018585559],"category_scores_gemma":[0.005440757,0.000083605904,0.00008995796,0.00041619097,0.00011737485,0.0705844,0.00021542449,0.0027249109,8.722277e-7],"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":[0.00004262475,0.00008783316,0.010258397,0.000036816167,0.0001148825,0.000006381222,0.010888006,0.000109936016,0.0004907809,0.9091145,0.018735,0.05011485],"study_design_scores_gemma":[0.0019631188,0.00046711473,0.114449546,0.00037742069,0.000051846207,0.000045377215,0.018107215,0.0049983705,0.000046334422,0.08689739,0.7722753,0.00032092966],"about_ca_topic_score_codex":0.0003090112,"about_ca_topic_score_gemma":0.0016884216,"teacher_disagreement_score":0.8222171,"about_ca_system_score_codex":0.00030588653,"about_ca_system_score_gemma":0.00067659374,"threshold_uncertainty_score":0.99957585},"labels":[],"label_agreement":null},{"id":"W4319317507","doi":"10.4324/9781135000356-rem2106-1","title":"Lowry, Malcolm (1909–1957)","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legend; History; Art history; Classics; Literature; Art","score_opus":0.08118127008813397,"score_gpt":0.2243763540433373,"score_spread":0.14319508395520333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319317507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004254616,0.0005604673,0.000010947425,0.0033503864,0.0005421602,0.00013053296,0.000059613787,0.0003096112,0.995032],"genre_scores_gemma":[0.008833466,0.00010012034,0.00010016021,0.0022565962,0.0012727146,0.0000066587945,0.00026624772,0.00005881098,0.98710525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990527,0.000020799784,0.0002748047,0.00025717152,0.0002583579,0.00013617978],"domain_scores_gemma":[0.99893063,0.00006548606,0.00013841435,0.0006156607,0.00015110477,0.00009868643],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016392765,0.0002358028,0.00025982183,0.000095384305,0.0002946151,0.001712568,0.0006882429,0.00019643555,0.024199672],"category_scores_gemma":[0.00003831391,0.00020698825,0.00016539257,0.000005171872,0.0001316944,0.00061057694,0.00021748451,0.00087798917,0.0037493482],"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":[0.0000037358916,0.000005243508,7.4846156e-7,0.000012178392,0.000037310863,0.0000036162414,0.0014439868,7.644862e-8,7.26692e-7,0.820036,0.17587097,0.0025854355],"study_design_scores_gemma":[0.00008324726,0.000040103067,0.0000025016266,0.000047477875,0.000034587694,0.0000012373249,0.0001191935,0.000014390048,0.0000010523389,0.059946094,0.93945503,0.00025510156],"about_ca_topic_score_codex":0.00013178773,"about_ca_topic_score_gemma":0.0010059736,"teacher_disagreement_score":0.7635841,"about_ca_system_score_codex":0.00004348298,"about_ca_system_score_gemma":0.000065964006,"threshold_uncertainty_score":0.9993237},"labels":[],"label_agreement":null},{"id":"W4324260078","doi":"10.31274/jlsc.16114","title":"Brief Reviews of Books and Products: Open Update Podcast, Season Two","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Scholarly Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Computer science; Library science; World Wide Web; History","score_opus":0.12756249453027732,"score_gpt":0.303024233840851,"score_spread":0.17546173931057366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324260078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83308953,0.055377934,0.00004958013,0.0511536,0.00042749487,0.00089999364,0.00004832802,0.00009475853,0.058858797],"genre_scores_gemma":[0.9768436,0.017516136,0.0028516871,0.00058547145,0.00021023225,0.00001102629,0.000059926126,0.000025642534,0.0018962873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974347,0.0011393436,0.0008586749,0.00015265119,0.0002570759,0.00015757006],"domain_scores_gemma":[0.9971617,0.00028782056,0.000989916,0.00094226573,0.0004971901,0.000121149074],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005753072,0.00014785824,0.00043052863,0.00030308633,0.00057318644,0.006691046,0.0017512399,0.00006547075,0.000063492334],"category_scores_gemma":[0.0010789899,0.00012228769,0.00006475938,0.0002194895,0.00022634605,0.020379083,0.0007523937,0.0008908179,0.000007857246],"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":[0.00031217476,0.00028137176,0.021842236,0.00026824645,0.00022275496,0.0000068772583,0.07405938,0.0000032349674,0.0018912916,0.6883218,0.07652744,0.13626319],"study_design_scores_gemma":[0.0013560985,0.00019800288,0.027345762,0.00054095115,0.00009018753,0.000039143157,0.002491717,0.00006436749,0.0001399233,0.025142722,0.94237256,0.0002185826],"about_ca_topic_score_codex":0.00015922444,"about_ca_topic_score_gemma":0.00008124033,"teacher_disagreement_score":0.8658451,"about_ca_system_score_codex":0.000019589523,"about_ca_system_score_gemma":0.00013851597,"threshold_uncertainty_score":0.9943401},"labels":[],"label_agreement":null},{"id":"W4353029605","doi":"10.1017/9781009272032.003","title":"Rockwell Kent &amp; Herman Melville’s <i>Moby Dick</i>","year":2023,"lang":"he","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adventure; Art history; Club; Art; Reprint; Performance art; History; Literature; Geology","score_opus":0.06560606845622698,"score_gpt":0.21344762254857286,"score_spread":0.1478415540923459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353029605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010042462,0.00060936983,0.00006678835,0.000284511,0.001598923,0.0006686587,0.001442553,0.0007332538,0.9935917],"genre_scores_gemma":[0.012020877,0.0017666311,0.00004201674,0.00026282293,0.00077820144,0.0000029996982,0.00092868437,0.00017974385,0.984018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656546,0.00030871536,0.0005923541,0.0009832329,0.00079674093,0.0007535142],"domain_scores_gemma":[0.9956991,0.0003224845,0.0006471828,0.0022418178,0.0006364908,0.0004528937],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005969696,0.0008608078,0.0008306655,0.0005215321,0.0023705654,0.0017936899,0.0024589398,0.0007464938,0.00015114737],"category_scores_gemma":[0.000059388738,0.0010084981,0.0006424849,0.000020094893,0.0007564983,0.0008821629,0.0018898695,0.0021890732,0.0012324915],"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":[0.000091628164,0.000038922684,0.000005074788,0.00014237774,0.0003387788,0.00011018033,0.001805742,0.0000042981637,0.000019575862,0.7989344,0.19754018,0.00096885156],"study_design_scores_gemma":[0.0008142654,0.000077672965,0.000035163474,0.0005379964,0.0005048377,0.000010368266,0.00078461226,0.000047045487,0.000024801162,0.000062703446,0.99603575,0.0010647652],"about_ca_topic_score_codex":0.0037436034,"about_ca_topic_score_gemma":0.0005206422,"teacher_disagreement_score":0.7988717,"about_ca_system_score_codex":0.00044625942,"about_ca_system_score_gemma":0.00020386331,"threshold_uncertainty_score":0.99954516},"labels":[],"label_agreement":null},{"id":"W4360825336","doi":"10.31274/jlsc.16113","title":"Brief Reviews of Books and Products: Engage in Public Scholarship! A Guidebook on Feminist and Accessible Communication","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Scholarly Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Scholarship; Digital scholarship; Scholarly communication; Media studies; Sociology; Political science; Library science; Publishing; Computer science; Law","score_opus":0.1823931263508581,"score_gpt":0.3015863969012314,"score_spread":0.11919327055037329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360825336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9041514,0.03612543,0.000007793087,0.021934956,0.000110285575,0.0005281913,0.000017399609,0.00006498988,0.037059586],"genre_scores_gemma":[0.97336125,0.024084166,0.0012169386,0.00054746715,0.00007020968,0.00002178139,0.0000401489,0.000026161673,0.00063188205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956509,0.002352113,0.001234279,0.00021116094,0.00033822205,0.0002133251],"domain_scores_gemma":[0.9961183,0.000999249,0.0010810037,0.0012326929,0.00042344953,0.00014531332],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01003212,0.00020341358,0.0004960704,0.0008301609,0.0007837706,0.005506947,0.0013058872,0.0001434875,0.000025867897],"category_scores_gemma":[0.0037436087,0.0001778152,0.000060365484,0.00034304816,0.00042596663,0.014462823,0.0005153907,0.0018623961,0.0000034242753],"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":[0.0002936695,0.0004726976,0.1053221,0.00046610678,0.00013567225,0.0000067401156,0.114675134,0.0000016866612,0.0019413957,0.6662921,0.009174867,0.10121788],"study_design_scores_gemma":[0.002834585,0.00058235787,0.25001904,0.0025357977,0.00009817078,0.00006478108,0.01128574,0.00010635444,0.0003015077,0.052705113,0.67891085,0.00055567507],"about_ca_topic_score_codex":0.00009206845,"about_ca_topic_score_gemma":0.0001726767,"teacher_disagreement_score":0.66973597,"about_ca_system_score_codex":0.00004297518,"about_ca_system_score_gemma":0.00015707982,"threshold_uncertainty_score":0.9993214},"labels":[],"label_agreement":null},{"id":"W4362679833","doi":"10.5281/zenodo.7806651","title":"The Oligopoly's Shift to Open Access. How the Big Five Academic Publishers Profit from Article Processing Charges","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Dalhousie University; University of Ottawa","funders":"","keywords":"Oligopoly; Profit (economics); Business; Economics; Industrial organization; Microeconomics; Cournot competition","score_opus":0.1818669342726291,"score_gpt":0.3208354838076735,"score_spread":0.13896854953504442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362679833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39700204,0.0006158935,0.00017516615,0.33924156,0.0006983503,0.002087078,0.00038470648,0.002472143,0.25732306],"genre_scores_gemma":[0.98731476,0.000089252375,0.000012236609,0.0008555562,0.00048758418,9.899513e-7,0.00059263327,0.00046937732,0.010177622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817365,0.0004945952,0.00020476509,0.00031578323,0.0004123419,0.0003988829],"domain_scores_gemma":[0.9984258,0.000119222,0.00013136273,0.00068672805,0.00049892877,0.00013798875],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019624408,0.000120674624,0.00010465025,0.00014507388,0.009452584,0.06788516,0.0070632813,0.000047202226,0.0017409179],"category_scores_gemma":[0.0018847233,0.00008055568,0.00003437902,0.00059477217,0.00026421837,0.004957242,0.005610626,0.000615824,0.0031559633],"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":[0.000037501937,0.000017715143,0.000023958944,0.0000094317575,0.0000313294,0.0000011872586,0.04080286,0.000011010128,0.00025826384,0.022084173,0.7490746,0.18764798],"study_design_scores_gemma":[0.00017153368,0.00003720615,0.0028369562,0.000035961657,0.000009245801,0.0000012823958,0.00855588,0.000339448,0.00010503983,0.0026857539,0.9850985,0.00012320721],"about_ca_topic_score_codex":0.00035218612,"about_ca_topic_score_gemma":0.00003835858,"teacher_disagreement_score":0.5903127,"about_ca_system_score_codex":0.00008251477,"about_ca_system_score_gemma":0.000014622344,"threshold_uncertainty_score":0.9991716},"labels":[],"label_agreement":null},{"id":"W4365385318","doi":"10.1007/978-3-031-17797-2_3","title":"Entr’acte 1: “A Lovely Title Is a Book’s Real Procurer”","year":2023,"lang":"en","type":"book-chapter","venue":"New directions in book history","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Art","score_opus":0.09573816235346629,"score_gpt":0.2400245170672009,"score_spread":0.14428635471373463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365385318","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.839254e-7,0.013927522,0.0000010985038,0.00045943796,0.0022864572,0.00012148344,0.000032924847,0.0002928058,0.9828778],"genre_scores_gemma":[0.000015748497,0.004554885,0.000021372412,0.0006469458,0.0007624879,0.00001640809,0.00005931953,0.00006256094,0.99386024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922687,0.000019911138,0.00021960617,0.00022484025,0.00018085186,0.00012794767],"domain_scores_gemma":[0.9992652,0.00004659855,0.00011885667,0.000440978,0.00007361153,0.000054777644],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013439947,0.00015913177,0.00017605866,0.0003383049,0.0001650485,0.00011936624,0.00024733884,0.00017250999,0.021353355],"category_scores_gemma":[0.000029306007,0.00017642532,0.00010983447,0.000011889421,0.000112926115,0.00039093342,0.00005395089,0.00064593664,0.0048560915],"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":[0.000002187569,0.000008366485,6.731933e-7,0.000008312395,0.000016651,0.000002174608,0.0037298107,6.910924e-8,7.6571706e-7,0.23575133,0.7576789,0.0028007242],"study_design_scores_gemma":[0.000075679935,0.000012866239,0.000010107685,0.000116740484,0.00002452544,0.0000010655259,0.000022719123,0.0000033009287,4.332873e-7,0.0038613328,0.99569434,0.00017691797],"about_ca_topic_score_codex":0.0010822801,"about_ca_topic_score_gemma":0.0025290584,"teacher_disagreement_score":0.23801538,"about_ca_system_score_codex":0.0008881185,"about_ca_system_score_gemma":0.0003374,"threshold_uncertainty_score":0.99591875},"labels":[],"label_agreement":null},{"id":"W4365505878","doi":"10.31274/jlsc.16111","title":"Brief Reviews of Books and Products: A History of Scientific Journals: Publishing at the Royal Society, 1665-2015","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Scholarly Communication","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Publishing; Scientific publishing; Library science; Classics; History; Political science; Law; Computer science","score_opus":0.14313883910016834,"score_gpt":0.274895346428191,"score_spread":0.1317565073280227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365505878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6233374,0.30168322,0.000026862712,0.041700527,0.0010286241,0.0004357262,0.00003443,0.000049598762,0.031703606],"genre_scores_gemma":[0.9641723,0.013025937,0.00090729026,0.00038441463,0.0002954132,0.000008705974,0.000046472116,0.000028951688,0.02113054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664354,0.0012677205,0.0011779767,0.00015985253,0.00057314883,0.00017774744],"domain_scores_gemma":[0.9951186,0.0006593688,0.001905545,0.0010699253,0.0011379028,0.000108665976],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.014732218,0.00014633917,0.00041547633,0.0003329784,0.00084202655,0.006616548,0.0015469879,0.000107926106,0.00014558573],"category_scores_gemma":[0.0028956954,0.00010301084,0.00015120245,0.00025122956,0.00093465997,0.01740651,0.000630385,0.0013274859,0.0000027824922],"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":[0.00008558541,0.00012761288,0.0068339193,0.00023515159,0.00016009896,0.0000010314096,0.16171251,0.0000042970555,0.0023351824,0.025176348,0.7860743,0.017253961],"study_design_scores_gemma":[0.00056361756,0.00011259184,0.0138774635,0.0005278613,0.00009757721,0.000019326946,0.004500776,0.00012872525,0.0000832252,0.0047072684,0.975246,0.00013554102],"about_ca_topic_score_codex":0.0001314362,"about_ca_topic_score_gemma":0.00009540699,"teacher_disagreement_score":0.3408349,"about_ca_system_score_codex":0.00012518938,"about_ca_system_score_gemma":0.00040142902,"threshold_uncertainty_score":0.9963365},"labels":[],"label_agreement":null},{"id":"W43734522","doi":"","title":"Mergers, Acquisitions, and Access: STM Publishing Today","year":2003,"lang":"en","type":"article","venue":"USENIX Large Installation Systems Administration Conference","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Consolidation (business); Government (linguistics); Library science; Preprint; Political science; Scientific publishing; Business; Computer science; World Wide Web; Accounting; Law","score_opus":0.08409144676023507,"score_gpt":0.2885181911834829,"score_spread":0.20442674442324782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43734522","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28377786,0.0012459094,0.0120804375,0.005892419,0.002824438,0.0011142789,0.00040885952,0.0006526385,0.69200313],"genre_scores_gemma":[0.99377745,0.00006266957,0.00014507936,0.00023059914,0.00022873268,0.00005392613,0.0003655296,0.000020306134,0.005115722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978608,0.00044933523,0.00062300527,0.0003593071,0.00043039507,0.0002771453],"domain_scores_gemma":[0.9980635,0.00017531902,0.00039010763,0.00047120088,0.0007455548,0.00015431781],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013251293,0.00020892126,0.000225762,0.00021811992,0.0009630866,0.017055029,0.0003553374,0.00014037726,0.00092939],"category_scores_gemma":[0.0006515394,0.00020769512,0.000047791,0.00012937299,0.00009896692,0.011165676,0.000068881505,0.00031275675,0.000030211866],"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":[0.000008875158,0.00005737388,0.0019622296,0.000032913245,0.000023877097,0.0000018222696,0.005578804,0.0000135467735,0.00007813155,0.9877195,0.004205073,0.00031790015],"study_design_scores_gemma":[0.0005491787,0.00006839954,0.0019342006,0.00010782801,0.000024254688,0.000016302582,0.008567269,0.0022303509,0.00006364905,0.0030397705,0.9830197,0.00037911613],"about_ca_topic_score_codex":0.00020707307,"about_ca_topic_score_gemma":0.0014952426,"teacher_disagreement_score":0.9846797,"about_ca_system_score_codex":0.00006395701,"about_ca_system_score_gemma":0.0003105518,"threshold_uncertainty_score":0.9999839},"labels":[],"label_agreement":null},{"id":"W4380989028","doi":"10.26573/2021.16.3.2","title":"Stories Behind Publishing: Glimpses from the Researcher’s Journey over Four Decades","year":2023,"lang":"en","type":"article","venue":"AIMS International Journal of Management","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Publishing; History; Art; Literature","score_opus":0.1936823211683218,"score_gpt":0.35406930848575924,"score_spread":0.16038698731743745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380989028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6337403,0.0018598381,0.00029873318,0.18517746,0.0100044925,0.0002763984,0.00017337242,0.00015553877,0.16831383],"genre_scores_gemma":[0.98489994,0.0010433547,0.00024538912,0.0012737814,0.0026961241,0.0000068816776,0.00005923078,0.00001793237,0.009757388],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767053,0.00021110724,0.0004346789,0.00011654979,0.0013812785,0.00018584797],"domain_scores_gemma":[0.9979083,0.00054632325,0.00036602982,0.00029641672,0.000812804,0.00007015387],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025926763,0.000104795836,0.00012030042,0.00033100072,0.00037411714,0.0073656654,0.002483107,0.000036520985,0.0007849073],"category_scores_gemma":[0.00080436154,0.00007037129,0.0001351954,0.00008263119,0.00012423261,0.004140625,0.00057062495,0.00062140555,0.00005674251],"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":[0.00008288868,0.000067430105,0.0030787503,0.000004457469,0.0008053176,0.00008763536,0.022743547,0.00006608504,0.0000078646,0.19071253,0.7521448,0.030198691],"study_design_scores_gemma":[0.0004941775,0.00003878404,0.03154963,0.00010221089,0.00003555172,0.0000056075633,0.012742047,0.00009657897,0.000009638696,0.032841213,0.92199796,0.0000866242],"about_ca_topic_score_codex":0.000716962,"about_ca_topic_score_gemma":0.0009902867,"teacher_disagreement_score":0.35115957,"about_ca_system_score_codex":0.00015059266,"about_ca_system_score_gemma":0.000049239094,"threshold_uncertainty_score":0.9936648},"labels":[],"label_agreement":null},{"id":"W4382462591","doi":"10.1515/9780773599703","title":"The Complete Poems of George Whalley","year":2016,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Poetry; Art; Literature; Art history","score_opus":0.03997590959323548,"score_gpt":0.2080298715305041,"score_spread":0.16805396193726863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382462591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000067424785,0.000013326723,0.0000069327752,0.00061557814,0.0004182779,0.00028267145,0.0013331746,0.00013639474,0.9971869],"genre_scores_gemma":[0.0019034222,0.00028232954,0.000015810328,0.000072844174,0.00022046392,0.0000017724782,0.00010821316,0.00004199074,0.99735314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833554,0.00029217522,0.00031289028,0.0003181984,0.00041370542,0.00032746632],"domain_scores_gemma":[0.9971456,0.00048581828,0.00052857405,0.0012290706,0.0005069147,0.00010403786],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003867119,0.00030850264,0.00039643073,0.00015991465,0.001755798,0.00036535654,0.0018295256,0.00023459388,0.000084728716],"category_scores_gemma":[0.0000408654,0.00023049986,0.0002625404,0.0000066177513,0.00071637676,0.00049755204,0.0007613735,0.00067160546,0.000024891977],"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":[0.000048132693,0.0000136687995,5.4893064e-7,0.000037241098,0.0001609041,0.0000064281485,0.00097374833,3.1288604e-7,0.0000034680602,0.9067844,0.090636194,0.0013349314],"study_design_scores_gemma":[0.0003955472,0.000050177405,0.0000045323595,0.00022827806,0.00010455668,5.433013e-7,0.00028680908,0.0000028052827,0.000013567694,0.0036250958,0.9949957,0.00029235717],"about_ca_topic_score_codex":0.0018282336,"about_ca_topic_score_gemma":0.000022860353,"teacher_disagreement_score":0.9043595,"about_ca_system_score_codex":0.00024060381,"about_ca_system_score_gemma":0.000119514254,"threshold_uncertainty_score":0.9995438},"labels":[],"label_agreement":null},{"id":"W4385422741","doi":"10.5430/wjel.v13n6p576","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 13, No. 6","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Islam; Library science; English language; Media studies; Sociology; Theology; Psychology; Philosophy; Computer science; Mathematics education","score_opus":0.027544401923698097,"score_gpt":0.28003735230855975,"score_spread":0.25249295038486164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385422741","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27003363,0.08248863,0.00009058905,0.0008296606,0.2659211,0.0012854717,0.0003453213,0.00045767293,0.37854794],"genre_scores_gemma":[0.4627089,0.0019759827,0.0017841655,0.0011562343,0.18123041,0.00003230126,0.00016122444,0.0002018082,0.350749],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975122,0.00025671278,0.0011440767,0.0001435885,0.00057353877,0.00036985273],"domain_scores_gemma":[0.9592618,0.0004821516,0.0011672168,0.00044653192,0.03846259,0.00017972759],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038139184,0.0002236554,0.00057317986,0.0010981577,0.00026038487,0.00090046326,0.0011217862,0.000052148494,0.0023233648],"category_scores_gemma":[0.08162687,0.00017834631,0.0004732758,0.0004347578,0.0001223811,0.001994718,0.00013826654,0.00092292257,0.000097440025],"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":[0.00005963302,0.00012022999,0.00023395124,0.00010837565,0.00015961248,0.000019293711,0.13875103,0.000008142199,0.000023761555,0.00059388723,0.8522543,0.0076678325],"study_design_scores_gemma":[0.0012275511,0.00013820424,0.00012478202,0.00064880674,0.00013231815,7.903391e-7,0.03147037,0.000013933983,0.00008145079,0.000127028,0.9658446,0.00019021299],"about_ca_topic_score_codex":0.000020774401,"about_ca_topic_score_gemma":0.0016179135,"teacher_disagreement_score":0.19267525,"about_ca_system_score_codex":0.0001074589,"about_ca_system_score_gemma":0.00012176597,"threshold_uncertainty_score":0.9985886},"labels":[],"label_agreement":null},{"id":"W4385736159","doi":"10.59962/9780774827232-002","title":"Acknowledgments","year":2014,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"History","score_opus":0.03227691370771085,"score_gpt":0.17776839442638107,"score_spread":0.1454914807186702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385736159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032022665,0.00028512152,0.000014552607,0.000009110745,0.00030235416,0.00016986663,0.000427589,0.0000982574,0.9983729],"genre_scores_gemma":[0.011978198,0.00011356292,0.0000614471,0.000031863812,0.00016568153,2.648658e-7,0.00009605733,0.000028693661,0.9875242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914473,0.00004180074,0.0001746634,0.00024992065,0.0002453191,0.00014358104],"domain_scores_gemma":[0.9986797,0.00004680577,0.00027852008,0.0005078059,0.0004097034,0.00007744279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001670023,0.000103726605,0.00031170083,0.00004392763,0.00039095964,0.00093029405,0.0008164199,0.00019547477,0.0022211946],"category_scores_gemma":[0.000013947802,0.0002518052,0.00016639431,0.00000130895,0.00047483755,0.00020119567,0.00032647557,0.00040710327,0.0000446802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010681984,0.0000256518,0.000008012539,0.00012679753,0.00019507733,0.00002751883,0.0033085633,2.7113762e-7,0.0000012541808,0.17704408,0.73604745,0.08320465],"study_design_scores_gemma":[0.0003296219,0.000042001513,0.000028580343,0.00046890342,0.00009720891,0.0000034155014,0.00010274318,0.000007958599,2.072585e-7,0.0039303037,0.9947494,0.00023960383],"about_ca_topic_score_codex":0.0994562,"about_ca_topic_score_gemma":0.42759398,"teacher_disagreement_score":0.32813776,"about_ca_system_score_codex":0.00005349186,"about_ca_system_score_gemma":0.000052885167,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W4385831069","doi":"10.1386/btwo_00083_7","title":"Interview between Mark Turin, Lucy Barnes, Rupert Gatti and Alessandra Tosi","year":2023,"lang":"en","type":"article","venue":"Book 2 0","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Thriving; Outreach; Art; Art history; Visual arts; Sociology; Political science; Law","score_opus":0.08906611932025804,"score_gpt":0.25727489866988207,"score_spread":0.16820877934962403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385831069","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32735685,0.017877124,0.000023915574,0.024013065,0.0006743559,0.00037151328,0.0001071715,0.00094316766,0.62863284],"genre_scores_gemma":[0.9037671,0.0011249895,0.00002842606,0.0014352789,0.0005222837,0.00002783828,0.00015146071,0.000024502346,0.09291811],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992915,0.00010855879,0.00017051575,0.00014739575,0.000118820295,0.00016321494],"domain_scores_gemma":[0.999395,0.00011675076,0.000041614545,0.00033303475,0.00005078033,0.00006277921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047013763,0.0000983951,0.00014366915,0.00008615099,0.0003249221,0.00086976256,0.00029170694,0.00003988042,0.0005109671],"category_scores_gemma":[0.000050302264,0.00008447395,0.00004404133,0.00003503219,0.00010143502,0.00088385737,0.00019801369,0.00019491061,0.00028189775],"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":[0.000009440583,0.00003840258,0.006691345,0.00016580203,0.000103852326,0.000008670752,0.03513068,3.6403605e-7,0.000059124297,0.086098045,0.78686994,0.08482433],"study_design_scores_gemma":[0.00013550314,0.000021651485,0.016048547,0.00006676129,0.000016286187,0.0000012058922,0.0005085344,0.000011251078,0.000016874346,0.0020260464,0.98103213,0.00011520374],"about_ca_topic_score_codex":0.00012759148,"about_ca_topic_score_gemma":0.00012905593,"teacher_disagreement_score":0.5764103,"about_ca_system_score_codex":0.000015189312,"about_ca_system_score_gemma":0.0000151989725,"threshold_uncertainty_score":0.83871406},"labels":[],"label_agreement":null},{"id":"W4385893854","doi":"10.48130/pr-2023-0001","title":"A book review of Ultra Libris: Policy, Technology, and the Creative Economy of Book Publishing in Canada. By Rowland Lorimer. Toronto, Canada: ECW Press, 2012. 432 pp. ISBN 9781770410763","year":2023,"lang":"en","type":"review","venue":"Publishing Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Media studies; Political science; Library science; Management; Economic history; History; Sociology; Economics; Law; Computer science","score_opus":0.08391480312763698,"score_gpt":0.33076431812805707,"score_spread":0.24684951500042007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385893854","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.1020696e-7,0.85786736,2.2124952e-7,0.03359147,0.00016594333,0.0016361895,0.0012618599,0.00004526524,0.10543096],"genre_scores_gemma":[0.000019257483,0.9754827,0.000004793398,0.001606683,0.000364052,0.00064684585,0.00073084084,0.000096846794,0.021047985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99209225,0.0024219526,0.002054906,0.0007826869,0.001532611,0.0011155786],"domain_scores_gemma":[0.99003834,0.004613422,0.0013905119,0.0018514679,0.0018208993,0.00028537793],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.011094577,0.0005470347,0.0025172695,0.00074821763,0.00059938204,0.007294389,0.004815794,0.0004177446,0.00054785085],"category_scores_gemma":[0.016310142,0.00039978113,0.00021379684,0.0010736198,0.0011866404,0.017098792,0.0014205436,0.004118686,0.0000017036141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012994755,0.000030012076,0.000009813432,0.02196815,0.00025110462,0.000004002729,0.00089776627,1.12346555e-7,2.8342729e-8,0.024982864,0.91498125,0.036861904],"study_design_scores_gemma":[0.00041894862,0.000027147715,0.0000036451206,0.03659991,0.00011627588,0.0000051396587,0.0016315843,0.000007745171,0.0000010052765,0.000644252,0.9602169,0.00032745683],"about_ca_topic_score_codex":0.9990395,"about_ca_topic_score_gemma":0.9959236,"teacher_disagreement_score":0.11761532,"about_ca_system_score_codex":0.0033316403,"about_ca_system_score_gemma":0.023992727,"threshold_uncertainty_score":0.9998454},"labels":[],"label_agreement":null},{"id":"W4386310422","doi":"10.1353/jjq.2023.a905391","title":"Beyond Market Value: A Memoir of Book Collecting and the World of Venture Capital by Annette Campbell-White (review)","year":2023,"lang":"en","type":"article","venue":"James Joyce quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Memoir; White (mutation); Value (mathematics); Art history; History; Management; Sociology; Economics","score_opus":0.009295908712321483,"score_gpt":0.22820276630318623,"score_spread":0.21890685759086476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386310422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45441025,0.228716,0.0000069003186,0.05062008,0.0010198994,0.0017795141,0.0005051575,0.0002863347,0.26265585],"genre_scores_gemma":[0.87004256,0.0035278792,0.000057583464,0.0022181694,0.00022972623,0.000082469276,0.00010219585,0.00003889212,0.12370053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860895,0.00037193627,0.00041205809,0.00016129347,0.00025828922,0.00018745317],"domain_scores_gemma":[0.99864304,0.00042475204,0.0003201405,0.00043087083,0.00013972002,0.000041483385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012916864,0.00013668285,0.00033567418,0.00012451624,0.00028442524,0.00019927222,0.00036914446,0.000037993177,0.00032467322],"category_scores_gemma":[0.00010011973,0.00009660877,0.00011278471,0.00019162372,0.0002820305,0.0005458356,0.00004447079,0.00029273386,0.000007726441],"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":[0.000048752212,0.000030008454,0.000119929224,0.00026903124,0.00006849011,8.188928e-7,0.06291306,6.7342137e-7,0.000049262606,0.005729104,0.92647,0.004300884],"study_design_scores_gemma":[0.002134074,0.00047067757,0.0013856607,0.0012163413,0.00021880592,0.000007809548,0.036855258,0.00077585346,0.00006365812,0.006402494,0.9500785,0.0003908641],"about_ca_topic_score_codex":0.0003206059,"about_ca_topic_score_gemma":0.00040171327,"teacher_disagreement_score":0.41563228,"about_ca_system_score_codex":0.000015955296,"about_ca_system_score_gemma":0.000031046206,"threshold_uncertainty_score":0.39395913},"labels":[],"label_agreement":null},{"id":"W4386335667","doi":"10.1353/jjq.2023.a905386","title":"A Profile and Remembrance of J. Howard Woolmer (1929-2022): Gentleman, Scholar, and Bookdealer Extraordinaire","year":2023,"lang":"en","type":"article","venue":"James Joyce quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Wife; Poetry; Annals; Hyperbole; Classics; History; Art history; Friendship; Literature; Art; Sociology; Metaphor; Philosophy; Theology","score_opus":0.02410196509388497,"score_gpt":0.2370585418138436,"score_spread":0.21295657671995863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386335667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97908235,0.002722691,0.0000069204975,0.002957505,0.0002371637,0.00023773935,0.00005404783,0.00018855532,0.014513017],"genre_scores_gemma":[0.9836586,0.0002565531,0.00017519847,0.00018286216,0.0001633798,0.000049044782,0.000039405073,0.000026596992,0.015448339],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877846,0.00014086658,0.00030289017,0.00028231725,0.00024160385,0.0002538856],"domain_scores_gemma":[0.99905694,0.00009956578,0.0001484993,0.00045722586,0.000147789,0.00009000918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006917978,0.0001606584,0.00024232315,0.00019149102,0.00042228744,0.00076538796,0.00026470597,0.00007530029,0.00016635541],"category_scores_gemma":[0.000072470895,0.00014560454,0.000055706987,0.000108953674,0.00024661768,0.0016514248,0.00005872094,0.00039156794,0.00005662945],"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":[0.00017003232,0.00021424191,0.008335141,0.00078349543,0.00022606115,0.000022010272,0.27278268,0.0000012503616,0.006367867,0.0838429,0.16373926,0.46351504],"study_design_scores_gemma":[0.0017062016,0.0010206164,0.079528846,0.0004082432,0.00008956855,0.000020916948,0.03852056,0.0007843324,0.00029188197,0.009313839,0.86757195,0.0007430253],"about_ca_topic_score_codex":0.00025371742,"about_ca_topic_score_gemma":0.00020554569,"teacher_disagreement_score":0.7038327,"about_ca_system_score_codex":0.000014663417,"about_ca_system_score_gemma":0.000031505555,"threshold_uncertainty_score":0.73806536},"labels":[],"label_agreement":null},{"id":"W4386341238","doi":"10.1515/9781772126877-001","title":"FOREWORD","year":2023,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.07042388662614191,"score_gpt":0.19397578437774612,"score_spread":0.12355189775160422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386341238","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000064937114,0.00004177066,0.000004089638,0.00009246792,0.00021386835,0.00010993705,0.00009937989,0.00007634488,0.9992972],"genre_scores_gemma":[0.0029394785,0.000050281247,0.000027923981,0.000022206928,0.00009700073,1.2848456e-7,0.000093894014,0.000030334235,0.99673873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993884,0.000018708968,0.00012550027,0.0001766737,0.00017451597,0.000116195755],"domain_scores_gemma":[0.9988656,0.00018690627,0.000203746,0.0005385388,0.00015399088,0.000051190615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000936724,0.00014811345,0.00022519728,0.0001259653,0.0002701155,0.00010016182,0.00071649847,0.00015973281,0.00056806876],"category_scores_gemma":[0.000016676362,0.00017254091,0.00015348243,0.0000014188759,0.00030143608,0.00021533997,0.0002917902,0.00035843786,0.00010653024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001653329,0.000004194292,5.7130325e-7,0.000030027511,0.00009525955,0.0000029573448,0.01840699,5.784136e-7,5.3787e-7,0.9440126,0.035563126,0.0018666286],"study_design_scores_gemma":[0.00014845245,0.000027436778,0.0000028165823,0.00014308427,0.00008453392,3.70144e-7,0.00027201814,0.000021873204,0.0000024130825,0.009981825,0.9891427,0.00017245665],"about_ca_topic_score_codex":0.021453405,"about_ca_topic_score_gemma":0.042060416,"teacher_disagreement_score":0.9535796,"about_ca_system_score_codex":0.000026249101,"about_ca_system_score_gemma":0.000040469222,"threshold_uncertainty_score":0.98506284},"labels":[],"label_agreement":null},{"id":"W4386501268","doi":"10.5281/zenodo.8322555","title":"The Oligopoly's Shift to Open Access. How the Big Five Academic Publishers Profit from Article Processing Charges","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Dalhousie University; University of Ottawa","funders":"","keywords":"Oligopoly; Profit (economics); Business; Industrial organization; Economics; Microeconomics; Cournot competition","score_opus":0.1818669342726291,"score_gpt":0.3208354838076735,"score_spread":0.13896854953504442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386501268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39700204,0.0006158935,0.00017516615,0.33924156,0.0006983503,0.002087078,0.00038470648,0.002472143,0.25732306],"genre_scores_gemma":[0.98731476,0.000089252375,0.000012236609,0.0008555562,0.00048758418,9.899513e-7,0.00059263327,0.00046937732,0.010177622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817365,0.0004945952,0.00020476509,0.00031578323,0.0004123419,0.0003988829],"domain_scores_gemma":[0.9984258,0.000119222,0.00013136273,0.00068672805,0.00049892877,0.00013798875],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019624408,0.000120674624,0.00010465025,0.00014507388,0.009452584,0.06788516,0.0070632813,0.000047202226,0.0017409179],"category_scores_gemma":[0.0018847233,0.00008055568,0.00003437902,0.00059477217,0.00026421837,0.004957242,0.005610626,0.000615824,0.0031559633],"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":[0.000037501937,0.000017715143,0.000023958944,0.0000094317575,0.0000313294,0.0000011872586,0.04080286,0.000011010128,0.00025826384,0.022084173,0.7490746,0.18764798],"study_design_scores_gemma":[0.00017153368,0.00003720615,0.0028369562,0.000035961657,0.000009245801,0.0000012823958,0.00855588,0.000339448,0.00010503983,0.0026857539,0.9850985,0.00012320721],"about_ca_topic_score_codex":0.00035218612,"about_ca_topic_score_gemma":0.00003835858,"teacher_disagreement_score":0.5903127,"about_ca_system_score_codex":0.00008251477,"about_ca_system_score_gemma":0.000014622344,"threshold_uncertainty_score":0.9991716},"labels":[],"label_agreement":null},{"id":"W4386525058","doi":"10.1080/01440357.2023.2246864","title":"<i>The Limits of Familiarity: Authorship and Romantic Readers</i> <b> <i>The Limits of Familiarity: Authorship and Romantic Readers</i> </b> , by Lindsey Eckert, Lewisburg, PA, Bucknell University Press, 2022, 236 pp, US $34.95, ISBN 9781684483907.","year":2022,"lang":"en","type":"article","venue":"Prose Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Romanticism; Romance; Literature; History; Art history; Art; Psychology","score_opus":0.07371557163070899,"score_gpt":0.2615502033919657,"score_spread":0.18783463176125673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386525058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8810798,0.10085248,0.000008301744,0.011502903,0.00080144237,0.0011847469,0.0004446969,0.00019337225,0.003932276],"genre_scores_gemma":[0.9627213,0.023484636,0.000062129664,0.00031209123,0.00014443799,0.000055599303,0.00006213854,0.000052407446,0.013105272],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99549603,0.0015731996,0.0007641911,0.0006906107,0.0008085179,0.0006674582],"domain_scores_gemma":[0.9958731,0.001674155,0.00069183274,0.0010877432,0.00051386206,0.00015929036],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036063865,0.00047619353,0.00079071365,0.00012642094,0.0039764442,0.00056429475,0.0012059801,0.00016676201,0.000008884112],"category_scores_gemma":[0.0011124857,0.00037487704,0.00017286636,0.00035296698,0.002199751,0.0009682293,0.0012259546,0.0015918219,0.00000220172],"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":[0.0012587742,0.0015579803,0.043213706,0.0020028008,0.002104443,0.00004356274,0.47450307,0.000025673102,0.0021288574,0.1030225,0.36316967,0.0069689592],"study_design_scores_gemma":[0.0031137571,0.0014553012,0.011448907,0.0005018628,0.0016110202,0.000043697157,0.1902034,0.0010398233,0.0013776823,0.02358516,0.7640649,0.0015545082],"about_ca_topic_score_codex":0.002294798,"about_ca_topic_score_gemma":0.0020394032,"teacher_disagreement_score":0.4008952,"about_ca_system_score_codex":0.00011613976,"about_ca_system_score_gemma":0.00011353717,"threshold_uncertainty_score":0.9998703},"labels":[],"label_agreement":null},{"id":"W4386717346","doi":"10.1353/jjq.2022.a906683","title":"To the Continuation of That Celebration…","year":2022,"lang":"en","type":"article","venue":"James Joyce quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honor; Quarter (Canadian coin); History; Art history; Sociology; Classics; Media studies; Computer science","score_opus":0.031259925316788555,"score_gpt":0.23013043719874804,"score_spread":0.19887051188195948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386717346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096374,0.000271039,0.0002951517,0.034063764,0.0008868695,0.00037541077,0.00006451884,0.0000931694,0.05431266],"genre_scores_gemma":[0.9933066,9.437138e-7,0.000058462905,0.000941131,0.00014508562,0.00008501549,0.00003647723,0.0000073117067,0.005418998],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991597,0.00022214827,0.00016513918,0.000092854854,0.00026688204,0.00009325946],"domain_scores_gemma":[0.99927694,0.00010038567,0.000118124655,0.00038280408,0.00009935915,0.000022368598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006078135,0.000056584995,0.00008087594,0.0000712152,0.0006284982,0.00041298274,0.00044793726,0.000010560381,0.0009003838],"category_scores_gemma":[0.000029571946,0.000043182925,0.000046791247,0.000057678582,0.000030246823,0.0005350743,0.00003700664,0.00017778201,0.00003660913],"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":[0.000035890662,0.00011289161,0.0006204156,0.000007164916,0.00002906164,3.8940414e-7,0.50160867,0.00007179335,0.00040500052,0.24033467,0.18511166,0.07166241],"study_design_scores_gemma":[0.00015291953,0.00037632522,0.001968859,0.000004604514,0.0000101664555,0.0000010379075,0.06273669,0.00023020139,0.000067744935,0.0025112731,0.93185663,0.000083523126],"about_ca_topic_score_codex":0.00051418395,"about_ca_topic_score_gemma":0.0006663506,"teacher_disagreement_score":0.746745,"about_ca_system_score_codex":0.000027569686,"about_ca_system_score_gemma":0.00002531437,"threshold_uncertainty_score":0.9858571},"labels":[],"label_agreement":null},{"id":"W4387091667","doi":"10.54590/pop.2023.015","title":"Open Access in the Humanities and Social Sciences in Canada: A Conversation","year":2023,"lang":"en","type":"article","venue":"Pop! Public Open Participatory","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; Digital humanities; Humanities; Sociology; Media studies; Psychology; Social science; Art","score_opus":0.6636194401041684,"score_gpt":0.4295834084172267,"score_spread":0.2340360316869417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387091667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8843426,0.000057699555,9.8822454e-8,0.029645855,0.0001607002,0.00040315549,0.000016708118,0.000018672874,0.085354514],"genre_scores_gemma":[0.9947345,0.000008120166,0.0000017359563,0.004172489,0.000054577067,0.0002685262,0.000031156746,0.000006260285,0.0007226374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848485,0.00051278126,0.0002501021,0.00019159992,0.00025882528,0.0003018287],"domain_scores_gemma":[0.99940646,0.0002243052,0.00009497126,0.00020025123,0.00005917104,0.000014864809],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0037672357,0.00008162107,0.00014521062,0.00018944243,0.0011191568,0.021495339,0.0035087308,0.000021455344,0.0002985033],"category_scores_gemma":[0.0001801871,0.000063801235,0.000010276601,0.0002736168,0.00035848343,0.008401587,0.0015936028,0.00020740335,0.000012646654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010140494,0.00006304517,0.120079614,0.000017270737,0.0000118000025,0.0000066683906,0.1585666,0.000005655489,0.0000015892392,0.63016397,0.0887982,0.0022754713],"study_design_scores_gemma":[0.00064984657,0.000025890455,0.39382148,0.000023833518,0.000007275278,7.870872e-7,0.11064981,0.0009843125,0.0000021140102,0.0062055495,0.48741513,0.00021396617],"about_ca_topic_score_codex":0.8966104,"about_ca_topic_score_gemma":0.9915675,"teacher_disagreement_score":0.6239584,"about_ca_system_score_codex":0.00017375819,"about_ca_system_score_gemma":0.0015423996,"threshold_uncertainty_score":0.97952044},"labels":[],"label_agreement":null},{"id":"W4387706464","doi":"10.33137/rr.v46i1.41742","title":"Women Writers Project (WWP) Team, eds. Women Writers: Intertextual Networks. Database","year":2023,"lang":"en","type":"article","venue":"Renaissance and Reformation","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.041723412201590454,"score_gpt":0.25398928627368783,"score_spread":0.21226587407209738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387706464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623131,0.0008042445,0.0001219128,0.00091970706,0.00055225653,0.00034300642,0.0000690766,0.0005107091,0.034365997],"genre_scores_gemma":[0.99512315,0.0011541793,0.000031681964,0.0003351644,0.00038060753,0.00014552983,0.0006010349,0.000017775226,0.0022108643],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879944,0.00010396145,0.0003167402,0.00018628164,0.00019696921,0.0003965911],"domain_scores_gemma":[0.9992526,0.000047024434,0.00014532694,0.000385041,0.000086010594,0.000084008396],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00097325555,0.0001538844,0.00017311773,0.0002745806,0.0005871105,0.001088505,0.00028358784,0.00006287432,0.000068373796],"category_scores_gemma":[0.00005916388,0.00011294649,0.0000319005,0.0001871158,0.00014776216,0.004298705,0.00015496225,0.000294679,0.000081289814],"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":[0.00020672393,0.00013929042,0.0009639647,0.00037515908,0.00013845284,0.000005681097,0.49771857,0.00006648323,0.00021922038,0.016465116,0.33717936,0.14652199],"study_design_scores_gemma":[0.00069418224,0.00018431323,0.0012296686,0.00027376215,0.00000966767,0.00000820707,0.047621626,0.013343965,0.000020473426,0.0005656811,0.93567973,0.00036870028],"about_ca_topic_score_codex":0.00011771826,"about_ca_topic_score_gemma":0.00006347358,"teacher_disagreement_score":0.5985004,"about_ca_system_score_codex":0.00013726977,"about_ca_system_score_gemma":0.000029731791,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W4387708535","doi":"10.3138/jsp-2023-0047","title":"Reimagining the Covering Letter: Why, When, and How to Communicate with Journal Editors before Manuscript Submission","year":2023,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conceptualization; Outreach; Library science; Space (punctuation); Value (mathematics); Computer science; Sociology; Political science; Law; Artificial intelligence","score_opus":0.05221537420730972,"score_gpt":0.23563312380929816,"score_spread":0.18341774960198842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387708535","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3018619,0.00090053683,0.000345915,0.6878515,0.004575013,0.00016197845,0.00001189711,0.00011212208,0.004179139],"genre_scores_gemma":[0.97219837,0.00022776876,0.0023855183,0.008403453,0.013445129,0.000006732843,0.000016383037,0.00007916449,0.0032374803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996769,0.0005695432,0.00060070923,0.0001932489,0.0013926448,0.00047481759],"domain_scores_gemma":[0.9954762,0.00038251615,0.0009382418,0.00066544116,0.0021309792,0.00040664128],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.010635925,0.00024267338,0.0003446446,0.0008199303,0.0025566968,0.1806531,0.0027076511,0.000115180366,0.000034563986],"category_scores_gemma":[0.0038080115,0.0001354092,0.00012604815,0.0003342625,0.00019475642,0.115674734,0.00074882986,0.0057214536,0.000006318801],"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":[0.00008228319,0.000027283988,0.006889254,0.000021738135,0.0001315922,0.00006244146,0.052217677,0.000039891514,0.0004291724,0.0030311078,0.9220359,0.015031693],"study_design_scores_gemma":[0.0006316143,0.00027904715,0.005041049,0.0005006792,0.00005894029,0.00034423274,0.015733218,0.000095329066,0.00002480909,0.0030584668,0.9740317,0.0002009188],"about_ca_topic_score_codex":0.00017227951,"about_ca_topic_score_gemma":0.00021268227,"teacher_disagreement_score":0.679448,"about_ca_system_score_codex":0.00016196902,"about_ca_system_score_gemma":0.00017563242,"threshold_uncertainty_score":0.99874187},"labels":[],"label_agreement":null},{"id":"W4388546890","doi":"10.1515/9781552388921-007","title":"Science and the City: The Poetics of Alice Major’s Edmonton","year":2017,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alice (programming language); Poetics; History; Art; Art history; Literature","score_opus":0.048789402503370376,"score_gpt":0.20547277213553544,"score_spread":0.15668336963216506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388546890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016448727,0.0005988561,0.0000127275425,0.00021432436,0.00010262316,0.0001893497,0.00002506655,0.000012720139,0.9986798],"genre_scores_gemma":[0.031653635,0.00024267039,0.00003677589,0.000059375994,0.0000471293,1.4595166e-7,0.0000041832936,0.000007696048,0.9679484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921376,0.000050465555,0.00011634345,0.00014009897,0.00038625172,0.00009308162],"domain_scores_gemma":[0.9980116,0.0001549747,0.00038967503,0.0009123533,0.00049619883,0.000035195135],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0008683048,0.00010858887,0.00020499321,0.00008321999,0.001300187,0.00032292365,0.0016794951,0.000075919656,0.00003866417],"category_scores_gemma":[0.000061985156,0.000073740855,0.0000747788,0.0000017817579,0.0068010762,0.0002909437,0.00068721623,0.00035413605,5.3447076e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049798586,0.0000035454877,6.869615e-7,0.000018893825,0.000039804778,0.0000010361541,0.014841448,5.3740177e-8,0.0000066322327,0.9799889,0.0005274653,0.0045217783],"study_design_scores_gemma":[0.0003707855,0.000025546442,0.000028667844,0.000097525655,0.00014837326,0.0000015261867,0.00033674453,0.000060131297,0.000015870484,0.009326182,0.9895005,0.000088142275],"about_ca_topic_score_codex":0.0067403107,"about_ca_topic_score_gemma":0.0027517225,"teacher_disagreement_score":0.988973,"about_ca_system_score_codex":0.000022364118,"about_ca_system_score_gemma":0.00015347826,"threshold_uncertainty_score":1},"labels":[],"label_agreement":null},{"id":"W4388575813","doi":"10.1515/ijpt-2023-0069","title":"A Passion for Clear Writing","year":2023,"lang":"en","type":"article","venue":"International Journal of Practical Theology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Passion; Psychology; Social psychology","score_opus":0.12623985836674556,"score_gpt":0.39285622635668904,"score_spread":0.2666163679899435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388575813","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3779962,0.0001728454,0.01226797,0.447923,0.012439831,0.00022286123,0.00004581229,0.00018205185,0.14874941],"genre_scores_gemma":[0.9949829,0.00006215001,0.0012099114,0.0008190632,0.0016409709,0.0000033494143,0.000010805457,0.000007792832,0.0012630402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920523,0.00013260185,0.00029791394,0.000054441,0.00020649475,0.00010331717],"domain_scores_gemma":[0.99740237,0.0014246054,0.0002636146,0.000074683274,0.0007964921,0.000038247716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014805866,0.000043040804,0.00009182691,0.00017652192,0.000108489956,0.00029982132,0.0003445124,0.000037960253,0.00039683198],"category_scores_gemma":[0.0034485438,0.000033558736,0.00008983886,0.000023309874,0.000080874815,0.0009441406,0.00007574341,0.00027815055,0.00006533596],"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":[0.00024339001,0.000049895865,0.0000908067,0.0000017373974,0.00007845713,0.000022045851,0.001726036,0.0000069817575,0.00011652693,0.95815957,0.030954633,0.008549909],"study_design_scores_gemma":[0.0004937497,0.0002371282,0.00040691847,0.00002925111,0.000015398457,0.00013182724,0.0018987278,0.0009539054,0.00006055349,0.23012613,0.76558584,0.000060590533],"about_ca_topic_score_codex":0.000005760456,"about_ca_topic_score_gemma":0.000007631274,"teacher_disagreement_score":0.7346312,"about_ca_system_score_codex":0.00002190688,"about_ca_system_score_gemma":0.000051949584,"threshold_uncertainty_score":0.4345032},"labels":[],"label_agreement":null},{"id":"W4388917718","doi":"10.1353/bkb.2023.a912535","title":"Sydney Smith: Illustrator–Canada","year":2023,"lang":"en","type":"article","venue":"Bookbird/Book bird","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Art history","score_opus":0.040523352703342626,"score_gpt":0.21111653618994705,"score_spread":0.17059318348660443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388917718","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06885063,0.0037070357,0.00001597021,0.012863306,0.0031465872,0.00046954802,0.00013435798,0.0043411264,0.90647143],"genre_scores_gemma":[0.79453695,0.00017319365,0.000039703562,0.003132674,0.000832548,0.000052262225,0.000045055414,0.00009913785,0.2010885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985998,0.000091741946,0.0002911734,0.00024495934,0.0003898201,0.00038247558],"domain_scores_gemma":[0.9988211,0.000115944305,0.00009791819,0.0006601158,0.00015226376,0.00015267017],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004036072,0.00017796541,0.000179696,0.00013659251,0.0006680093,0.00087725243,0.00062259677,0.000063561296,0.0009622784],"category_scores_gemma":[0.00014227793,0.00016520708,0.00007429201,0.00009217217,0.00013327216,0.0010124362,0.00014338257,0.0003555732,0.0012343513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073604465,0.00001866708,0.00031680553,0.000021151092,0.00003397804,0.000018817791,0.0037243078,0.0000045451234,0.00008792145,0.12757008,0.8657998,0.0023965598],"study_design_scores_gemma":[0.00018755077,0.000025821097,0.00093997444,0.000037670587,0.000012352838,0.0000022637653,0.0012208355,0.000114369235,0.00008532375,0.0012854206,0.9958576,0.00023082166],"about_ca_topic_score_codex":0.106889285,"about_ca_topic_score_gemma":0.47612053,"teacher_disagreement_score":0.7256863,"about_ca_system_score_codex":0.00012696603,"about_ca_system_score_gemma":0.00055910234,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W4389609352","doi":"10.29173/writingacrossuofa56","title":"Mountain of Writing","year":2023,"lang":"en","type":"article","venue":"Writing across the University of Alberta","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geography","score_opus":0.029877044282074182,"score_gpt":0.23730416432558962,"score_spread":0.20742712004351543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389609352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9334622,0.00005279043,0.0000062358476,0.0020544156,0.00004763871,0.000045740453,0.000023431257,0.000047230344,0.0642603],"genre_scores_gemma":[0.9885081,0.000020086378,0.000041153606,0.00004243475,0.00005316136,1.0120885e-7,0.000023485809,0.000006325108,0.011305136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993854,0.0000833098,0.00014064107,0.00008994579,0.00013683617,0.00016382274],"domain_scores_gemma":[0.9987816,0.0005859475,0.00014273099,0.0003198865,0.00014879496,0.000021032065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007942568,0.000056269913,0.0001119391,0.000046646048,0.0009345231,0.0001323832,0.00062586146,0.0000301823,0.00017930442],"category_scores_gemma":[0.0001826764,0.000052661162,0.00007150981,0.00010256678,0.00038806643,0.0004315139,0.00025199392,0.00016232251,0.000045007542],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048638896,0.0000831374,0.010612372,0.00013665517,0.000114449635,0.0000043864625,0.59138316,0.0001771507,0.0012487614,0.37056035,0.017434862,0.008196076],"study_design_scores_gemma":[0.00088734174,0.00008207857,0.017255759,0.00036936326,0.000052179217,0.0000034891043,0.69492483,0.0033186825,0.00040171226,0.0026457277,0.27974567,0.00031316554],"about_ca_topic_score_codex":0.011506554,"about_ca_topic_score_gemma":0.0045242105,"teacher_disagreement_score":0.36791462,"about_ca_system_score_codex":0.00001691781,"about_ca_system_score_gemma":0.000018257777,"threshold_uncertainty_score":0.9950759},"labels":[],"label_agreement":null},{"id":"W4389886851","doi":"10.55016/ojs/ajer.v57i1.55450","title":"Editor's Note","year":2011,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Publishing and Scholarly Communication","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 Alberta","funders":"","keywords":"Psychology; Mathematics education","score_opus":0.20739258458806764,"score_gpt":0.3857123732157153,"score_spread":0.17831978862764764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389886851","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08150631,0.00042366982,0.00000250352,0.013631232,0.004494858,0.000050215553,0.0000018710875,6.9321885e-7,0.89988863],"genre_scores_gemma":[0.89795256,0.00005287438,0.0002712519,0.000102840306,0.011129491,0.000004949452,0.0000055324117,0.000010096382,0.09047039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870247,0.00023306292,0.00028587898,0.00007219711,0.0005174543,0.00018896056],"domain_scores_gemma":[0.9925,0.005389606,0.00013788829,0.00023789782,0.0016064397,0.00012814868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014918869,0.00005433818,0.000088513945,0.00030977695,0.00039982365,0.00038010566,0.00074666244,0.00003409048,0.036712617],"category_scores_gemma":[0.0068802317,0.000043272685,0.00006507571,0.000080271966,0.00022488869,0.0013730156,0.000062247724,0.00063242286,0.00060866907],"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":[0.000038562663,0.00028369838,0.0019230036,0.0000058415835,0.000028770637,1.79014e-7,0.03126258,4.1602317e-7,0.000029788285,0.46114188,0.50483227,0.0004530214],"study_design_scores_gemma":[0.00012871166,0.0001322856,0.004488821,0.00003818851,0.000008203224,0.000012562547,0.0014727927,0.0000072069615,0.00003962294,0.014048449,0.97956085,0.00006230763],"about_ca_topic_score_codex":0.0024340884,"about_ca_topic_score_gemma":0.002197905,"teacher_disagreement_score":0.81644624,"about_ca_system_score_codex":0.00007771742,"about_ca_system_score_gemma":0.000611041,"threshold_uncertainty_score":0.96416795},"labels":[],"label_agreement":null},{"id":"W4390536615","doi":"10.5860/crl.85.1.78","title":"Organizational Structures and Relationships in Canadian, Noncommercial Journals: Supporting Scholar-Led Publishing","year":2024,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Canadian Association of Research Libraries; Association of Research Libraries","keywords":"Publishing; Sustainability; Scholarly communication; Library science; Public relations; Project commissioning; Organizational change; Sociology; Political science; Knowledge management; Business; Computer science; Ecology; Biology","score_opus":0.14685061094774268,"score_gpt":0.34497612205285433,"score_spread":0.19812551110511165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390536615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5418696,0.017731566,0.00001185,0.093567,0.0009998038,0.0005506823,0.00048666837,0.00028010606,0.34450272],"genre_scores_gemma":[0.9946119,0.000090068206,0.00036469597,0.00018747481,0.0007169239,0.000021679738,0.00015598406,0.000033895332,0.0038173597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704677,0.0010348231,0.00042076837,0.00028231848,0.0006184676,0.0005968269],"domain_scores_gemma":[0.9972546,0.0015355689,0.000050117073,0.00027527913,0.0005347357,0.00034967295],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0076291757,0.00012755422,0.00016091499,0.0016105818,0.0032064419,0.03851882,0.0006508653,0.00014702359,0.0016942316],"category_scores_gemma":[0.013001666,0.00011842843,0.000031180938,0.0008772312,0.00038762184,0.020289408,0.00029742037,0.0032753712,0.000025463636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009319103,0.000009740173,0.019487446,0.0000317273,0.000017672639,0.000040156065,0.021597106,0.0000020462105,0.000010821636,0.9091239,0.048406288,0.0012637741],"study_design_scores_gemma":[0.0002439416,0.000027624823,0.027274996,0.00018689602,0.0000063832595,0.00002337793,0.020634137,0.0011899872,0.000019331459,0.33408186,0.6161089,0.00020258145],"about_ca_topic_score_codex":0.030183006,"about_ca_topic_score_gemma":0.24973764,"teacher_disagreement_score":0.57504207,"about_ca_system_score_codex":0.00023802958,"about_ca_system_score_gemma":0.0028015042,"threshold_uncertainty_score":0.99921834},"labels":[],"label_agreement":null},{"id":"W4390967632","doi":"10.1080/1046560x.2023.2293369","title":"Passing the Torch: Handing Over the Editorial Reins","year":2024,"lang":"en","type":"article","venue":"Journal of Science Teacher Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Torch; Science education; Mathematics education; Psychology; Engineering; Mechanical engineering","score_opus":0.052088929173147266,"score_gpt":0.32563512882370343,"score_spread":0.27354619965055615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390967632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7619445,0.0024548532,0.0000935222,0.038381163,0.16458389,0.00009280086,7.799642e-7,0.000032121363,0.032416377],"genre_scores_gemma":[0.94249666,0.000021050955,0.00004482013,0.000146351,0.054748934,0.00000228653,4.2026576e-7,0.0000044572676,0.002535035],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895936,0.00010261832,0.00020497665,0.00007212636,0.00055005826,0.00011085393],"domain_scores_gemma":[0.99913615,0.0001566372,0.00014740888,0.00020739254,0.0003140746,0.0000383529],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0048174215,0.000049481263,0.000049198505,0.00014623858,0.0012952551,0.0056440406,0.00077709556,0.00001967878,0.00012565216],"category_scores_gemma":[0.0005285651,0.000023227967,0.000051660696,0.00018552528,0.00062477257,0.0034636057,0.000041832445,0.00058138545,0.0000087648505],"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":[0.000005441845,0.00008915881,0.00026672345,0.000006375904,0.000012564172,2.4201182e-7,0.21911,0.000007439772,0.0014376779,0.120931864,0.6076903,0.05044222],"study_design_scores_gemma":[0.00003040022,0.000023757222,0.0021860942,0.00008680564,0.000019772282,0.000008820004,0.020925106,0.00020636896,0.000030250492,0.0049645687,0.9714754,0.0000426057],"about_ca_topic_score_codex":0.00012264818,"about_ca_topic_score_gemma":0.00002796893,"teacher_disagreement_score":0.36378515,"about_ca_system_score_codex":0.00019744324,"about_ca_system_score_gemma":0.0010580427,"threshold_uncertainty_score":0.9962187},"labels":[],"label_agreement":null},{"id":"W4392192590","doi":"10.5430/wjel.v14n2p544","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 14, No. 2","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.02204134432804909,"score_gpt":0.27758418212714975,"score_spread":0.25554283779910064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392192590","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050283626,0.28915417,0.00018643164,0.00047392238,0.29865095,0.00076970423,0.00023618198,0.000253958,0.35999104],"genre_scores_gemma":[0.4255414,0.0017530472,0.0027571071,0.000956734,0.20127879,0.000023813363,0.00008359593,0.00018587823,0.36741963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976413,0.00022801264,0.0011223744,0.00015632987,0.00053855305,0.00031342416],"domain_scores_gemma":[0.9579047,0.0004727799,0.0007027804,0.00039342314,0.040357396,0.00016893115],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033152879,0.00023171525,0.00053159706,0.0009513673,0.00019711017,0.0017285881,0.00097626704,0.000053617834,0.0035507262],"category_scores_gemma":[0.06430963,0.00017706466,0.00052804145,0.00029018903,0.000095928284,0.0025294141,0.00010387226,0.0011607768,0.00005908844],"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":[0.000048159618,0.00011969828,0.000050867555,0.00022470951,0.0002285951,0.00002971697,0.14808136,0.0000033900928,0.000025429234,0.0014516854,0.83572185,0.014014562],"study_design_scores_gemma":[0.0007293745,0.00014425797,0.000020151285,0.0014441841,0.00020445921,0.0000017628537,0.0141101135,0.000016561135,0.00009385828,0.00015813434,0.9828868,0.00019035472],"about_ca_topic_score_codex":0.000010312866,"about_ca_topic_score_gemma":0.00074209453,"teacher_disagreement_score":0.3752578,"about_ca_system_score_codex":0.00014364312,"about_ca_system_score_gemma":0.00016567763,"threshold_uncertainty_score":0.9993077},"labels":[],"label_agreement":null},{"id":"W4392214312","doi":"10.3828/index.2023.62","title":"ISC/SCI conference 2023: ‘ <i>See also</i> Newfoundland’","year":2024,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.05710059365312612,"score_gpt":0.258399397730634,"score_spread":0.20129880407750786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392214312","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071010485,0.0025536118,0.00008038503,0.019727064,0.0017161726,0.00013927206,0.000032847984,0.00030303147,0.9044371],"genre_scores_gemma":[0.88320595,0.000063194406,0.000010080642,0.0007696958,0.00061484036,0.00001549981,0.000020540308,0.000012317595,0.115287855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992819,0.00008532174,0.00014327352,0.00013455676,0.00019131856,0.000163672],"domain_scores_gemma":[0.99922055,0.00016246851,0.000027888169,0.00047280747,0.0000812507,0.00003503555],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053478003,0.00009387876,0.00008672957,0.00005006725,0.0004394696,0.00348668,0.0005957867,0.000038547816,0.003051789],"category_scores_gemma":[0.00004142564,0.000056712845,0.00005389078,0.00005255278,0.00017522753,0.00091410475,0.00011276587,0.00042503464,0.0012979286],"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":[0.0000069264083,0.000018826691,0.000083976636,0.000013523075,0.000036047546,0.000003217365,0.025118655,0.0000032486005,0.00010105071,0.7439332,0.22413787,0.0065434794],"study_design_scores_gemma":[0.000060253147,0.000014724567,0.00024886115,0.000049750837,0.000017106015,0.000003578525,0.0009322266,0.00042021717,0.000013769324,0.023999762,0.97414255,0.00009717669],"about_ca_topic_score_codex":0.0015934637,"about_ca_topic_score_gemma":0.0038373768,"teacher_disagreement_score":0.8121955,"about_ca_system_score_codex":0.000030655432,"about_ca_system_score_gemma":0.00006977997,"threshold_uncertainty_score":0.99947965},"labels":[],"label_agreement":null},{"id":"W4393012618","doi":"10.5771/9780810872899-229","title":"Bibliography of Papers in Scientific Periodicals,1800–1900, by Women in Australia, Canada,New Zealand, and South Africa","year":2010,"lang":"en","type":"book-chapter","venue":"Rowman & Littlefield Publishers eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Library science; History; Computer science","score_opus":0.024784587169535625,"score_gpt":0.19984685677872807,"score_spread":0.17506226960919244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393012618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040674336,0.00053151464,1.11245754e-7,0.0008435695,0.00087802747,0.0003088519,0.00022070171,0.000040543408,0.9565023],"genre_scores_gemma":[0.3288371,0.000037233927,0.00002215427,0.000148062,0.00015598164,0.00002410624,0.00014016766,0.00004147177,0.67059374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973794,0.00007270214,0.00072088966,0.00058110285,0.0006129886,0.00063287944],"domain_scores_gemma":[0.99812716,0.0001520611,0.00035362848,0.0008455868,0.00014245644,0.00037909392],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010558876,0.00039359886,0.0005969299,0.0069497772,0.00024213995,0.0043171872,0.0009311456,0.0005157172,0.0024015298],"category_scores_gemma":[0.00009974013,0.0003862844,0.00012410252,0.00035722472,0.0006765504,0.0006842547,0.00019929986,0.0018460393,0.0000032605312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005337626,0.00004088533,0.0021143428,0.00010279883,0.00010528213,0.000013603463,0.08627779,2.863974e-7,0.000095393385,0.026279591,0.88291603,0.0020006243],"study_design_scores_gemma":[0.00046291677,0.000055095872,0.00039438394,0.0001444309,0.000019256951,9.203634e-7,0.0023915141,9.437385e-7,0.0000072836215,0.011204795,0.9849171,0.00040134534],"about_ca_topic_score_codex":0.28248647,"about_ca_topic_score_gemma":0.67118967,"teacher_disagreement_score":0.38870317,"about_ca_system_score_codex":0.00006612808,"about_ca_system_score_gemma":0.000506676,"threshold_uncertainty_score":0.9998589},"labels":[],"label_agreement":null},{"id":"W4393012635","doi":"10.5771/9780810872899","title":"Ladies in the Laboratory III","year":2010,"lang":"en","type":"book","venue":"Rowman & Littlefield Publishers eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Late 19th century; Natural history; Colonialism; Reading (process); History; Narrative; Scope (computer science); Natural (archaeology); Genealogy; Gender studies; Sociology; Political science; Literature; Period (music); Art; Law; Medicine; Aesthetics; Archaeology","score_opus":0.02362001660788398,"score_gpt":0.2086910574940221,"score_spread":0.1850710408861381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393012635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075926393,0.00071731466,0.000001024185,0.0037476083,0.0017533026,0.0003765547,0.00005061672,0.00017193088,0.9924224],"genre_scores_gemma":[0.03829824,0.000009801748,0.00002609129,0.0044937553,0.0023633507,0.00011723933,0.00028075287,0.000069106696,0.95434165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976971,0.00027927654,0.00057255634,0.00043064472,0.0005666481,0.00045377255],"domain_scores_gemma":[0.9970194,0.0005301443,0.0003166516,0.0016967286,0.00034176305,0.000095298674],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017889547,0.00041516186,0.00043523056,0.00039699033,0.0005884134,0.009290047,0.0024935917,0.0006743774,0.0012888068],"category_scores_gemma":[0.00025455214,0.0003155586,0.0002033099,0.000037348567,0.0004733838,0.0016325789,0.00023544175,0.0042057303,0.00008089446],"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":[0.0000067528367,0.000017628148,0.000008481342,0.000026995589,0.00003164169,0.0000076244432,0.03184773,7.080061e-8,0.0000018440953,0.39379328,0.5723861,0.0018718425],"study_design_scores_gemma":[0.0002629486,0.000039680217,0.000037003472,0.00009602591,0.000040111587,0.0000021053615,0.003238689,0.0000019892648,0.0000024194408,0.035326984,0.96058947,0.00036257217],"about_ca_topic_score_codex":0.0006957302,"about_ca_topic_score_gemma":0.012484435,"teacher_disagreement_score":0.38820338,"about_ca_system_score_codex":0.00010051775,"about_ca_system_score_gemma":0.0005962544,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W4394703201","doi":"10.25071/s1ep1g91","title":"From the editor","year":2000,"lang":"en","type":"article","venue":"Canada Watch","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"History; Psychoanalysis; Psychology","score_opus":0.014918565082788288,"score_gpt":0.18013074399506274,"score_spread":0.16521217891227444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394703201","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3253786,0.000575839,7.754622e-7,0.28509894,0.006923101,0.00008397747,0.00018971068,0.00007013354,0.3816789],"genre_scores_gemma":[0.939258,0.000011058879,0.0000070929004,0.0024943668,0.011567525,0.0000050559875,0.000059143335,0.0000054229595,0.046592373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996126,0.00003803768,0.000066397784,0.00005999016,0.00013654394,0.00008638317],"domain_scores_gemma":[0.99951184,0.00009776459,0.000013403847,0.00031073196,0.000035834186,0.000030455643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081702296,0.000040076193,0.000039131628,0.000002133001,0.00035436006,0.00044630657,0.00037153543,0.000012632223,0.0076565784],"category_scores_gemma":[0.000024501234,0.000025559224,0.000013385455,0.000011316868,0.000037366503,0.00023331217,0.000013399499,0.00014156835,0.00004824642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011386759,0.0000025520253,0.00006149871,2.1040819e-7,0.0000046722766,3.9478226e-7,0.0038756987,9.3406896e-7,0.0000012002669,0.0008832483,0.98946124,0.00570723],"study_design_scores_gemma":[0.00004012521,0.0000022190295,0.00042416897,0.0000034191173,0.0000033829688,1.0036883e-7,0.0010249104,0.000016225473,0.000005004698,0.00085711264,0.9975816,0.00004171244],"about_ca_topic_score_codex":0.9545893,"about_ca_topic_score_gemma":0.9743412,"teacher_disagreement_score":0.6138794,"about_ca_system_score_codex":0.000042510277,"about_ca_system_score_gemma":0.00013066246,"threshold_uncertainty_score":0.99325055},"labels":[],"label_agreement":null},{"id":"W4394824414","doi":"10.5325/libraries.8.1.v","title":"Goodbye from the Editors","year":2024,"lang":"en","type":"article","venue":"Libraries Culture History and Society","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","score_opus":0.027257413507789423,"score_gpt":0.1889384193245566,"score_spread":0.16168100581676717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394824414","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012229352,0.24144748,0.00007818844,0.034087308,0.02951903,0.0002320217,0.00024229745,0.001322859,0.68084145],"genre_scores_gemma":[0.58509237,0.0015020043,0.0009690904,0.013366031,0.058817603,0.00005555671,0.00067089405,0.000061642655,0.3394648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951345,0.000057106405,0.00009192451,0.00014227393,0.00010577682,0.0000894415],"domain_scores_gemma":[0.99957186,0.00014086907,0.000022421593,0.00020939685,0.000021365751,0.000034100736],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00012691987,0.0000890513,0.00007370232,0.0000055124424,0.0007085475,0.0016347567,0.00025063014,0.000075413496,0.0006399107],"category_scores_gemma":[0.000021877764,0.000052499865,0.000102645936,0.000020058094,0.00046373229,0.0020888457,0.00007277968,0.00042805824,0.000020984377],"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":[6.7483086e-7,0.0000033381612,0.000011494333,0.0000050038557,0.000022715181,2.1097433e-7,0.22374056,3.3373258e-8,0.000007839059,0.2600325,0.51595944,0.00021617285],"study_design_scores_gemma":[0.00003662022,0.000008719301,0.00010835972,0.000023119486,0.000023566652,3.4865982e-7,0.01674455,0.000053913758,0.0000023235234,0.008250982,0.9746657,0.00008178903],"about_ca_topic_score_codex":0.00016660377,"about_ca_topic_score_gemma":0.000028940834,"teacher_disagreement_score":0.57286304,"about_ca_system_score_codex":0.00004356627,"about_ca_system_score_gemma":0.00005586064,"threshold_uncertainty_score":0.9994016},"labels":[],"label_agreement":null},{"id":"W4394936336","doi":"10.1016/s0140-6736(24)00587-7","title":"The case for Indigenous land acknowledgments in scholarly publishing","year":2024,"lang":"en","type":"letter","venue":"The Lancet","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Custodians; Indigenous; Publishing; Deference; Honour; Colonialism; Political science; Land rights; Project commissioning; Geography; Ethnology; History; Law; Archaeology; Ecology","score_opus":0.09191366624454543,"score_gpt":0.2857862127940695,"score_spread":0.19387254654952407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394936336","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006024642,0.007132906,0.0000017248373,0.935896,0.002460762,0.0005794644,0.000488585,0.00012974805,0.047286164],"genre_scores_gemma":[0.05793732,0.0006690539,0.00007148432,0.75044703,0.07501385,0.0008936544,0.0014846157,0.00019553503,0.11328745],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983894,0.00032770584,0.0003108793,0.00024254892,0.0002342076,0.00049522996],"domain_scores_gemma":[0.9973799,0.000981775,0.00014996305,0.0012065291,0.00025936984,0.000022493052],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030268661,0.00020242,0.00030619587,0.00012833919,0.0014605961,0.060987122,0.0023567635,0.00027999564,0.000041099807],"category_scores_gemma":[0.0008894044,0.000107846165,0.00010311124,0.00007734823,0.000112837755,0.003964387,0.00029190106,0.0048424583,0.00010752178],"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":[0.000011786102,0.0000074883365,0.000066859626,0.00009388275,0.00006272969,0.00015311265,0.020194868,4.2452572e-7,1.4740594e-7,0.0062112496,0.9703497,0.0028476994],"study_design_scores_gemma":[0.0002906918,0.000020212514,0.000024276116,0.00014150559,0.000040253795,0.000047136473,0.0007941356,0.000035929752,3.0316465e-7,0.019292336,0.97916025,0.00015295671],"about_ca_topic_score_codex":0.0016017031,"about_ca_topic_score_gemma":0.017807879,"teacher_disagreement_score":0.18544897,"about_ca_system_score_codex":0.00013300808,"about_ca_system_score_gemma":0.00011312179,"threshold_uncertainty_score":0.99983937},"labels":[],"label_agreement":null},{"id":"W4395040325","doi":"10.1353/vcr.2023.a925224","title":"Yellow Nineties 2.0 (1890s.ca) by Lorraine Janzen Kooistra (review)","year":2023,"lang":"en","type":"article","venue":"Victorian review","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.03169333105753722,"score_gpt":0.26093116208416967,"score_spread":0.22923783102663245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395040325","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029312726,0.79129624,0.0000056406197,0.030073198,0.0014798576,0.00061765016,0.0001558218,0.00050028524,0.17557819],"genre_scores_gemma":[0.0043689082,0.9166088,0.00003989351,0.0049901647,0.0010161226,0.00013348849,0.0011398708,0.00004577999,0.07165698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827605,0.0002675141,0.0005186096,0.0002695922,0.00035596074,0.00031226428],"domain_scores_gemma":[0.9984608,0.00012411355,0.00022051817,0.0008715556,0.00020498135,0.00011798187],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014239482,0.00022496529,0.00051400025,0.00007545565,0.0003114304,0.0003674446,0.0007675729,0.00003975654,0.0029067965],"category_scores_gemma":[0.0004618468,0.00018414533,0.00018648297,0.00028535,0.00013695464,0.0006307295,0.00012186419,0.000346367,0.0031794598],"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":[0.0000010306738,0.000021702432,0.000019176621,0.0026792805,0.000025617992,0.0000018808405,0.00067995983,5.6097797e-8,0.000012726272,0.0117730135,0.97529703,0.009488535],"study_design_scores_gemma":[0.00008888435,0.000039167127,0.00004648313,0.006068231,0.00007559855,0.0000016445731,0.00007691656,0.0000064578708,0.0000026350551,0.0002005782,0.99316853,0.00022489655],"about_ca_topic_score_codex":0.000100725985,"about_ca_topic_score_gemma":0.00014907398,"teacher_disagreement_score":0.12531257,"about_ca_system_score_codex":0.00004122229,"about_ca_system_score_gemma":0.000042386564,"threshold_uncertainty_score":0.9980047},"labels":[],"label_agreement":null},{"id":"W4395100771","doi":"10.25071/rhjy3610","title":"The scarcity of Indigenous representation in Canadian publishing","year":2023,"lang":"en","type":"article","venue":"Canada Watch","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Publishing; Scarcity; Representation (politics); Geography; Political science; Economics; Ecology; Biology; Law; Market economy","score_opus":0.04509064168438746,"score_gpt":0.2357185692918668,"score_spread":0.19062792760747935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395100771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91239345,0.00011525289,1.1732645e-7,0.04138019,0.00047131875,0.00010381715,0.000043307307,0.000022769082,0.045469802],"genre_scores_gemma":[0.9968493,0.000028822189,0.0000017184085,0.0001517213,0.00006982728,0.000011000886,0.00009039003,0.0000059662793,0.002791235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991827,0.0000890505,0.00017313765,0.00008194702,0.00021205579,0.00026109954],"domain_scores_gemma":[0.9992277,0.00017792692,0.000055335833,0.00031332907,0.00014077619,0.000084913656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008550347,0.000043919452,0.00006610364,0.00008236379,0.0005347219,0.0009771176,0.0004641693,0.000025167179,0.000029721137],"category_scores_gemma":[0.0005614146,0.000035274545,0.000015337164,0.00019786006,0.0000516823,0.0010644775,0.000038724993,0.00021181726,0.0000025974932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060578636,0.000008396253,0.13087747,0.000015004603,0.000020985057,0.00001606135,0.06588712,0.00014256933,0.00001908266,0.036705457,0.7515522,0.014749594],"study_design_scores_gemma":[0.000082937135,0.000004550495,0.1017803,0.000011838756,0.0000021723508,4.4039473e-7,0.009057812,0.00016611518,0.000030427165,0.0017814047,0.887016,0.00006597915],"about_ca_topic_score_codex":0.9997975,"about_ca_topic_score_gemma":0.9999932,"teacher_disagreement_score":0.13546382,"about_ca_system_score_codex":0.00032336763,"about_ca_system_score_gemma":0.0013962142,"threshold_uncertainty_score":0.9422367},"labels":[],"label_agreement":null},{"id":"W4395694339","doi":"10.5430/wjel.v14n3p555","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 14, No. 3","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.022384313769030526,"score_gpt":0.27772428608634314,"score_spread":0.2553399723173126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395694339","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051177483,0.28831607,0.0001919432,0.00047677202,0.30124533,0.00077522284,0.00023887574,0.00025516353,0.35732314],"genre_scores_gemma":[0.4288525,0.0017132607,0.0027457867,0.00094375643,0.19818899,0.000023514736,0.00008100694,0.00018369776,0.3672675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976411,0.00022788905,0.0011223755,0.0001563714,0.00053876336,0.00031350236],"domain_scores_gemma":[0.9575436,0.00047480903,0.00070187525,0.00039347107,0.040717337,0.00016890153],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033295276,0.00023175021,0.0005315325,0.00095162645,0.00019708315,0.001728444,0.0009762017,0.000053613625,0.0035322236],"category_scores_gemma":[0.064924665,0.00017707526,0.00052809983,0.00029028932,0.00009593532,0.002529611,0.00010381985,0.0011608007,0.000060197606],"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":[0.000048797174,0.00012007735,0.00005252621,0.0002270114,0.0002291832,0.000029436615,0.14848803,0.0000033882634,0.000026352373,0.001427141,0.8354387,0.013909309],"study_design_scores_gemma":[0.0007326869,0.00014384494,0.000020296211,0.0014547374,0.00020319312,0.000001742657,0.014154263,0.000016654365,0.000095984695,0.00015722228,0.982829,0.0001904276],"about_ca_topic_score_codex":0.000010324903,"about_ca_topic_score_gemma":0.0007426871,"teacher_disagreement_score":0.377675,"about_ca_system_score_codex":0.00014410038,"about_ca_system_score_gemma":0.0001663916,"threshold_uncertainty_score":0.9993079},"labels":[],"label_agreement":null},{"id":"W4396834985","doi":"10.1007/s42330-024-00314-4","title":"The Math Ed Majors: Golf Edition (Part I)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Aside; Parallels; Mathematics education; Publishing; Order (exchange); Craft; Mathematics; Engineering; Political science; Visual arts; Law; Art","score_opus":0.02448662640747815,"score_gpt":0.241334988402624,"score_spread":0.21684836199514584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396834985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94177157,0.0007624703,0.000022586226,0.04328,0.0026252235,0.00010549819,0.0000046097584,0.000041909214,0.011386152],"genre_scores_gemma":[0.9976247,0.00015334116,0.0004719071,0.00006601122,0.00025672247,0.00000772078,0.000002593048,0.0000054273146,0.0014116073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993771,0.00000964624,0.00022168912,0.00006619694,0.00014390424,0.00018146598],"domain_scores_gemma":[0.99883974,0.000064334396,0.00020575713,0.00021578262,0.00055264845,0.00012173556],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015462864,0.000050680286,0.0000701423,0.0007140458,0.001653795,0.0010120457,0.0005551516,0.00003746747,0.000021799364],"category_scores_gemma":[0.0008089476,0.000034749675,0.000015906911,0.0004062196,0.0016042093,0.0007105618,0.000023785513,0.00020318969,0.000022782733],"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":[2.1364161e-7,0.000009588111,0.00008326536,0.0000054250736,0.0000035575927,6.370256e-7,0.0061450005,1.9604522e-7,0.000056735993,0.95676094,0.02456404,0.012370426],"study_design_scores_gemma":[0.00007215772,0.000061201994,0.00039777198,0.0001346434,0.00001658007,0.00009933015,0.064276025,0.00040277123,0.00008431488,0.4113187,0.5230391,0.00009740075],"about_ca_topic_score_codex":0.00021556324,"about_ca_topic_score_gemma":0.002531866,"teacher_disagreement_score":0.5454422,"about_ca_system_score_codex":0.00007298554,"about_ca_system_score_gemma":0.0015449926,"threshold_uncertainty_score":0.9996459},"labels":[],"label_agreement":null},{"id":"W4397021097","doi":"10.1017/9781805432340.001","title":"Simpson: An Interim Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Interim; Environmental science; Geography; Archaeology","score_opus":0.08514603603920448,"score_gpt":0.3101434400113596,"score_spread":0.2249974039721551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397021097","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000073643528,0.0010649353,0.000010323399,0.00055781816,0.0015254756,0.00005754831,0.000020942736,0.0009287072,0.9958269],"genre_scores_gemma":[0.0026511785,0.000024466246,0.00011638819,0.00023085275,0.0017043031,0.000009368106,0.00025103486,0.00027709914,0.9947353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942917,0.000034257027,0.0001453616,0.00019349511,0.00011085694,0.000086891],"domain_scores_gemma":[0.99910825,0.0000057092548,0.000075294534,0.000740592,0.000029734967,0.000040387964],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021509563,0.00011667928,0.0001242373,0.0001492895,0.00004305075,0.0020934835,0.00035642894,0.00009525797,0.05045967],"category_scores_gemma":[0.000024008346,0.00008838529,0.00005187205,0.000013040461,0.000058296915,0.00031818092,0.00009135506,0.0003082437,0.0021561503],"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":[3.7697004e-7,0.000014726479,6.056535e-7,0.000018074224,0.000022415894,0.000022968814,0.0019518367,5.5706173e-9,3.2389687e-7,0.14312276,0.8537257,0.0011202528],"study_design_scores_gemma":[0.00001798658,0.000020619042,4.377962e-7,0.000089708345,0.000016239106,0.00001214038,0.00068877224,0.000009065854,3.618275e-7,0.0025017823,0.9965146,0.00012826778],"about_ca_topic_score_codex":0.0021067108,"about_ca_topic_score_gemma":0.0066037113,"teacher_disagreement_score":0.14278896,"about_ca_system_score_codex":0.000015633936,"about_ca_system_score_gemma":0.00002278061,"threshold_uncertainty_score":0.99894243},"labels":[],"label_agreement":null},{"id":"W4398586881","doi":"10.7910/dvn/nfpjaq/3fhl8p","title":"hierarchy_metadata.tab","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Metadata; Hierarchy; Computer science; Information retrieval; World Wide Web; Database; Political science","score_opus":0.058820093558623686,"score_gpt":0.25440640518484636,"score_spread":0.19558631162622267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398586881","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000850053,0.000008881451,0.00000308374,0.000030797673,0.00293469,0.00022734649,0.9865435,0.00007635329,0.010166844],"genre_scores_gemma":[0.000016868293,0.00044153113,0.00006246739,0.0007050593,0.0015247894,0.000022320251,0.97987497,0.000028154362,0.017323816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808633,0.00026073126,0.00038425272,0.00044892976,0.00048017545,0.00033956132],"domain_scores_gemma":[0.9955063,0.00017005451,0.00028004404,0.0037657875,0.00016368022,0.00011416414],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007643895,0.00032424886,0.00039865897,0.0002932285,0.00039802954,0.003048473,0.0024845095,0.00020285533,0.08585199],"category_scores_gemma":[0.00042386702,0.00029595938,0.00014406611,0.000049555387,0.00019945708,0.0031468058,0.00088280364,0.001149316,0.33294433],"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":[0.000015927599,0.000070500675,6.650802e-7,0.00007864905,0.00007658463,0.000009202131,0.0003435778,5.67619e-7,9.291138e-7,0.0029083213,0.996227,0.00026807192],"study_design_scores_gemma":[0.0002581881,0.00003440708,0.0000034040206,0.000076939185,0.00012347364,0.0000033586307,0.0002504835,0.000008085759,7.384507e-7,0.000109293724,0.9987644,0.00036720475],"about_ca_topic_score_codex":0.0017226445,"about_ca_topic_score_gemma":0.0012558143,"teacher_disagreement_score":0.24709234,"about_ca_system_score_codex":0.00007595393,"about_ca_system_score_gemma":0.00017041345,"threshold_uncertainty_score":0.9999493},"labels":[],"label_agreement":null},{"id":"W4398851204","doi":"10.7910/dvn/zmvanc/txw2vr","title":"37567-the-readers-review-literature-from-1714-to-1910 TopBooks.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; History; Library science","score_opus":0.04432353908011843,"score_gpt":0.2487947497307075,"score_spread":0.20447121065058907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398851204","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000022687893,0.00049646874,0.000005301354,0.0020879756,0.0017826717,0.0006217289,0.99179786,0.00014102901,0.00306471],"genre_scores_gemma":[0.00000825012,0.0069526793,0.00011138584,0.026003126,0.002857136,0.00010842492,0.96099496,0.00004334666,0.0029207005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705577,0.00046484527,0.00063546066,0.0006995691,0.0006686979,0.00047564556],"domain_scores_gemma":[0.9950201,0.00030378567,0.0003623714,0.0037093535,0.0002790203,0.00032540024],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00075902237,0.00053662097,0.0006392109,0.00016603593,0.0007623259,0.0042429087,0.0038193793,0.0002388072,0.020091657],"category_scores_gemma":[0.001291557,0.0004107105,0.0002657662,0.00015259125,0.0002306972,0.0016150502,0.001175862,0.0019541744,0.15880074],"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":[0.000021888149,0.00004784325,2.5393976e-7,0.000314888,0.000117975746,0.000031671916,0.0031834503,4.008593e-7,0.000002044221,0.0011903406,0.9944484,0.0006408024],"study_design_scores_gemma":[0.00021443433,0.000048146056,0.0000037136351,0.0017396534,0.00031204554,0.0000045257643,0.00047398516,0.0000044629337,0.000001610677,0.00013872264,0.99655735,0.0005013203],"about_ca_topic_score_codex":0.0017542507,"about_ca_topic_score_gemma":0.002139807,"teacher_disagreement_score":0.13870908,"about_ca_system_score_codex":0.00010146733,"about_ca_system_score_gemma":0.00018810802,"threshold_uncertainty_score":0.9998345},"labels":[],"label_agreement":null},{"id":"W4398856155","doi":"10.7910/dvn/zmvanc/7unoce","title":"289-victorians!Topbooksread.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Art","score_opus":0.04143335705550665,"score_gpt":0.23007857974876744,"score_spread":0.18864522269326078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398856155","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000024945625,0.0000060631173,0.0000031630852,0.00009937792,0.0028867866,0.00019374113,0.98358005,0.00018337043,0.013044971],"genre_scores_gemma":[0.000030990763,0.00032790544,0.000054737557,0.0013953533,0.0043048174,0.000032127555,0.9895649,0.000035787252,0.0042533944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980809,0.00020135926,0.00042601736,0.00048387257,0.00047465248,0.00033318537],"domain_scores_gemma":[0.9969839,0.000121874735,0.00028765586,0.0022280205,0.00016828738,0.00021029802],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036513523,0.0003733634,0.00041507368,0.000174249,0.000537143,0.0028558238,0.0021745206,0.00023343976,0.039677385],"category_scores_gemma":[0.00045203438,0.00035931304,0.0001627696,0.000053421834,0.0002006254,0.0017570446,0.00071897777,0.0012167067,0.27978107],"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":[0.000021646529,0.000056886725,7.0508565e-7,0.0000750397,0.0000848869,0.000029832954,0.001142208,2.088154e-7,0.0000017897238,0.0052365004,0.99311984,0.0002304553],"study_design_scores_gemma":[0.0002843753,0.00004884816,0.0000028546938,0.0000753874,0.00014659217,0.0000030964322,0.0003782931,0.000005740074,0.0000014495577,0.00018256539,0.9984576,0.0004131982],"about_ca_topic_score_codex":0.0017942035,"about_ca_topic_score_gemma":0.0019475195,"teacher_disagreement_score":0.24010369,"about_ca_system_score_codex":0.00009301251,"about_ca_system_score_gemma":0.00017750853,"threshold_uncertainty_score":0.99988586},"labels":[],"label_agreement":null},{"id":"W4399922610","doi":"10.1093/cdj/bsae028","title":"Academic publishing and the privilege of a platform","year":2024,"lang":"en","type":"article","venue":"Community Development Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Publishing; Sociology; Political science; Law","score_opus":0.0962300131943037,"score_gpt":0.2732037298728611,"score_spread":0.17697371667855744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399922610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91138566,0.008120669,0.00018244662,0.008543092,0.0007474059,0.00011754046,0.000004814728,0.00008338751,0.070815],"genre_scores_gemma":[0.9978014,0.000462074,0.00031568325,0.00022836885,0.00016673883,0.0000053177723,0.000010701291,0.000009924013,0.0009997825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987147,0.00042242062,0.00040570332,0.00004833018,0.0002627173,0.00014612553],"domain_scores_gemma":[0.9985316,0.00084907096,0.00013146058,0.000261437,0.00016639673,0.000060067374],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0067914603,0.000091238246,0.00014150878,0.00017695795,0.0018876946,0.005250886,0.0010136396,0.00005598233,0.00012354497],"category_scores_gemma":[0.00060563115,0.000055583405,0.00004666795,0.000068906644,0.0003718077,0.004203807,0.0004217225,0.0035809022,0.000006441794],"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":[0.000032862685,0.000029175748,0.00039081968,0.00007486167,0.00012713534,0.0000016622228,0.43820897,8.4744636e-7,0.000020861358,0.45132175,0.013788667,0.0960024],"study_design_scores_gemma":[0.00076285016,0.000023982428,0.0037246668,0.0006442784,0.000031313237,0.0001354994,0.027721055,0.0002460265,0.000052643038,0.050030474,0.9164637,0.00016353917],"about_ca_topic_score_codex":0.00010998833,"about_ca_topic_score_gemma":0.00023960696,"teacher_disagreement_score":0.90267503,"about_ca_system_score_codex":0.000060431303,"about_ca_system_score_gemma":0.00021814331,"threshold_uncertainty_score":0.9994117},"labels":[],"label_agreement":null},{"id":"W4400279629","doi":"10.3138/jsp-2023-0073","title":"The Ethics of Scholarly Book Reviewing","year":2024,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","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":"Scholarly communication; Engineering ethics; Sociology; Public relations; Business; Political science; Engineering; Law; Publishing","score_opus":0.11204363840746501,"score_gpt":0.3054112954532895,"score_spread":0.19336765704582448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400279629","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023585375,0.54828435,0.0005614458,0.27496687,0.008383521,0.00029322147,0.000035198856,0.00018834406,0.14370167],"genre_scores_gemma":[0.95950526,0.016437717,0.0014928923,0.0044305017,0.0043708966,0.000009115965,0.000013195993,0.000095432755,0.0136449775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994752,0.0011038766,0.0015922008,0.00021468443,0.001970461,0.000366761],"domain_scores_gemma":[0.9891728,0.0027187525,0.0010167661,0.00073205924,0.0061549554,0.00020467196],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.033657063,0.00021240924,0.00040097398,0.00060050155,0.0015611217,0.31547508,0.0030900736,0.000286436,0.00017500132],"category_scores_gemma":[0.033311747,0.00013738971,0.0004223018,0.00037413396,0.00028729078,0.34528407,0.00034754144,0.011380049,0.000022877626],"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":[0.000034971206,0.000060839793,0.00036272965,0.0002532471,0.00031559184,0.000027212414,0.040626027,0.0000071264158,0.00066486833,0.6952546,0.20710206,0.055290684],"study_design_scores_gemma":[0.00019224506,0.00010724244,0.0002655731,0.0016482214,0.00009850091,0.00005966767,0.004307782,0.000054429547,0.000056919063,0.014587856,0.9784679,0.00015367346],"about_ca_topic_score_codex":0.0001400348,"about_ca_topic_score_gemma":0.00007951041,"teacher_disagreement_score":0.9359199,"about_ca_system_score_codex":0.0002057157,"about_ca_system_score_gemma":0.00089890306,"threshold_uncertainty_score":0.9997387},"labels":[],"label_agreement":null},{"id":"W4400279810","doi":"10.3138/jsp-2023-0074","title":"<i>Behind the Curtain of Scholarly Publishing: Editors in Writing Studies</i>, edited by Greg Giberson, Megan Schoen, and Christian Weisser; <i>The Inner World of Gatekeeping in Scholarly Publication</i>, edited by Pejman Habibie and Anna Kristina Hultgren","year":2024,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gatekeeping; Publishing; History; Media studies; Art history; Sociology; Art; Political science; Literature; Law","score_opus":0.036061006169176055,"score_gpt":0.26982616657230163,"score_spread":0.23376516040312556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400279810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68524665,0.08436033,0.00003743639,0.22266148,0.0037083111,0.00074307603,0.00026584862,0.00011878467,0.0028580828],"genre_scores_gemma":[0.99089533,0.0013191336,0.00038936172,0.0016636002,0.0046037002,0.000045687982,0.00016601557,0.00011263177,0.00080454705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896743,0.0019965973,0.0038631007,0.00085783866,0.002653047,0.0009550812],"domain_scores_gemma":[0.9831409,0.0032994135,0.0029860712,0.0010851041,0.0089987395,0.0004898061],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.03517542,0.0006555284,0.0011605856,0.0033365786,0.0013952343,0.21225597,0.0038740432,0.0005318004,0.00004624842],"category_scores_gemma":[0.04865466,0.00048344402,0.00025894787,0.0028342032,0.00096120837,0.33562297,0.001037549,0.012424311,0.0000017000455],"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":[0.00017413947,0.00041469347,0.053484455,0.00052590086,0.00057508145,0.000031477102,0.06800873,0.000012395016,0.004224917,0.018220784,0.84460694,0.009720467],"study_design_scores_gemma":[0.003534317,0.00042961302,0.019304553,0.005682318,0.00033025444,0.00013042582,0.07929758,0.00090723904,0.00042184847,0.005766444,0.88310266,0.0010927792],"about_ca_topic_score_codex":0.0032393667,"about_ca_topic_score_gemma":0.0025602584,"teacher_disagreement_score":0.30564868,"about_ca_system_score_codex":0.00048010828,"about_ca_system_score_gemma":0.0005801384,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W4400442109","doi":"10.5465/amproc.2024.17240symposium","title":"Putting The Heart Back Into Publishing","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Computer science; Art; Literature","score_opus":0.049396104366977105,"score_gpt":0.26980499088357723,"score_spread":0.22040888651660012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400442109","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0482584,0.0025469828,0.000020403651,0.19719636,0.00039129454,0.00039233547,0.000002924931,0.0003711079,0.75082016],"genre_scores_gemma":[0.98095626,0.00013237106,0.0013405881,0.0020710025,0.0005197526,0.00003011448,0.000004556884,0.000022058772,0.014923275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998871,0.000017739307,0.00030564904,0.00023313345,0.00036270323,0.00020973524],"domain_scores_gemma":[0.9996192,0.000090938935,0.00008831985,0.00009754099,0.000067452034,0.00003653788],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019603877,0.000117258474,0.00011510267,0.00019808493,0.00042025244,0.0068793683,0.0009892978,0.00005841772,0.00026767774],"category_scores_gemma":[0.000094644085,0.000083287414,0.000078609075,0.00017812972,0.00015287935,0.0071720956,0.00042409665,0.00061956927,0.00011904148],"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":[0.0000016391955,0.000009266462,0.00006895542,0.00026143086,0.000050105416,1.1511104e-7,0.01130072,4.791944e-7,0.00005840308,0.6902548,0.26614895,0.031845145],"study_design_scores_gemma":[0.000064619475,0.000011477446,0.00066786,0.00024254364,0.00003537662,0.000001166827,0.0034869958,0.0002553582,0.00006601178,0.06223578,0.93285316,0.00007966684],"about_ca_topic_score_codex":0.00006815035,"about_ca_topic_score_gemma":0.0000039512834,"teacher_disagreement_score":0.9326979,"about_ca_system_score_codex":0.000037470032,"about_ca_system_score_gemma":0.0000064672263,"threshold_uncertainty_score":0.9941516},"labels":[],"label_agreement":null},{"id":"W4400482687","doi":"10.55016/ojs/cpai.v1i1.43363","title":"Editorial: Inaugural issue - Brandy Usick","year":2018,"lang":"en","type":"editorial","venue":"Canadian Perspectives on Academic Integrity","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Philosophy","score_opus":0.025687357204524107,"score_gpt":0.28694229385709435,"score_spread":0.26125493665257027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400482687","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024119212,0.0008846869,5.006466e-7,0.002707952,0.8166167,0.00028816052,0.001692565,0.00018411792,0.17738411],"genre_scores_gemma":[0.0044659646,0.00040764935,0.000014219782,0.0006160514,0.96310836,0.000050617375,0.00076802785,0.00010794381,0.030461155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960414,0.0004951911,0.0005577004,0.0009361877,0.0011136123,0.000855888],"domain_scores_gemma":[0.9946265,0.00079319463,0.0003654818,0.0011657437,0.002411788,0.00063724624],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0018268523,0.00064193545,0.00065788656,0.0008200971,0.001271813,0.0018225088,0.002491664,0.0031247388,0.0027991103],"category_scores_gemma":[0.009284328,0.00060466875,0.00025971438,0.00013586244,0.0010299798,0.0014885562,0.00012859299,0.019254474,0.0016652449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052872994,0.000025339617,0.0000047308617,0.000019102743,0.00007552261,0.0000024463714,0.046842005,7.555355e-8,0.0000011101669,0.03372761,0.919024,0.00022520666],"study_design_scores_gemma":[0.00034932717,0.00018596764,0.0000074803547,0.0002543251,0.000056965677,6.9852524e-7,0.015150784,0.000005796677,0.0000022884433,0.0027621633,0.9805553,0.00066889875],"about_ca_topic_score_codex":0.37432116,"about_ca_topic_score_gemma":0.38137513,"teacher_disagreement_score":0.14692295,"about_ca_system_score_codex":0.0034641714,"about_ca_system_score_gemma":0.0037725312,"threshold_uncertainty_score":0.99964046},"labels":[],"label_agreement":null},{"id":"W4400610470","doi":"10.55016/ojs/jah.v2014y2014.53240","title":"Guest Editorial: This is Why We Read. This is Why We Write","year":2014,"lang":"en","type":"editorial","venue":"Journal of Applied Hermeneutics","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web","score_opus":0.02753745384788755,"score_gpt":0.25784897843301713,"score_spread":0.23031152458512957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400610470","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025373974,0.00049689173,0.000001577004,0.006572248,0.80477846,0.00018805731,0.00027954287,0.0000792825,0.18757854],"genre_scores_gemma":[0.00027240053,0.0100848945,0.00019480687,0.002323959,0.9689644,0.00001559694,0.00017090207,0.00017473513,0.017798299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99393785,0.000252053,0.0018334026,0.00048454548,0.0028503612,0.000641807],"domain_scores_gemma":[0.9918337,0.0010605882,0.002806762,0.0014527632,0.0024984358,0.0003477353],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002755906,0.0007410137,0.0013169388,0.0005347794,0.0009238245,0.003989819,0.0026317907,0.0017382853,0.0021844755],"category_scores_gemma":[0.00036041276,0.0006439358,0.0005423436,0.00013268214,0.0003262306,0.001230354,0.00037039962,0.0060018,0.0003193251],"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":[0.0001507411,0.00016339023,7.1173787e-7,0.00017738689,0.00032786452,0.0000062528648,0.050938178,0.0000014451119,0.000031532258,0.0026030168,0.9448724,0.0007271299],"study_design_scores_gemma":[0.00096018746,0.0002592753,2.1289944e-7,0.00048022709,0.000539505,0.0000043823156,0.0012059727,0.000010652179,0.00005140728,0.018213166,0.9776188,0.0006561973],"about_ca_topic_score_codex":0.0001275004,"about_ca_topic_score_gemma":0.0001825521,"teacher_disagreement_score":0.16978024,"about_ca_system_score_codex":0.00043936408,"about_ca_system_score_gemma":0.0007213154,"threshold_uncertainty_score":0.9996012},"labels":[],"label_agreement":null},{"id":"W4400876086","doi":"10.5325/resoamerlitestud.45.1.0225","title":"Transatlantic Reprinting and the Authorizing Efforts of British Publishers","year":2023,"lang":"en","type":"article","venue":"Resources for American Literary Study","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Political science; Economic history","score_opus":0.020968794960812092,"score_gpt":0.2430434353403532,"score_spread":0.2220746403795411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400876086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924018,0.00028674424,0.0000135328355,0.00086323475,0.00009386976,0.00048938504,0.000026130308,0.00013799613,0.0056873234],"genre_scores_gemma":[0.99764943,0.000015990434,0.00005613813,0.00007922588,0.00015003167,0.000078911,0.000016822269,0.000017486098,0.0019359348],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888116,0.0002178428,0.00031571835,0.00021159151,0.00018434731,0.00018935432],"domain_scores_gemma":[0.99876535,0.00058409414,0.00019006168,0.00034225787,0.000080476886,0.000037759037],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016329585,0.000085942105,0.000254194,0.00012019015,0.00046693854,0.0017458479,0.00036562013,0.000012503334,0.000010032536],"category_scores_gemma":[0.00019479368,0.000071360446,0.00008891561,0.00019812305,0.00052294886,0.0008679648,0.00010377483,0.00016228273,0.0000010556089],"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":[0.00018911506,0.00020149139,0.044384845,0.00009351192,0.0002580412,0.0000056480844,0.7342798,0.000011241871,0.000011057612,0.007174119,0.0052973884,0.20809373],"study_design_scores_gemma":[0.0030504304,0.00065369793,0.16023718,0.00018359743,0.00016324408,0.000010167053,0.24466304,0.0023486074,0.0000016835572,0.0031617004,0.58513373,0.00039290733],"about_ca_topic_score_codex":0.003509857,"about_ca_topic_score_gemma":0.0003869324,"teacher_disagreement_score":0.57983637,"about_ca_system_score_codex":0.000006583404,"about_ca_system_score_gemma":0.000008377337,"threshold_uncertainty_score":0.9992904},"labels":[],"label_agreement":null},{"id":"W4400964012","doi":"10.5430/wjel.v14n5p671","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 14, No. 5","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.022391561334603176,"score_gpt":0.2778597207695395,"score_spread":0.25546815943493634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400964012","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051329028,0.28970367,0.00019302018,0.00047958398,0.29992822,0.0007778483,0.00023588556,0.0002562007,0.35709658],"genre_scores_gemma":[0.43578288,0.0017208293,0.002760515,0.0009493846,0.19745949,0.000023620138,0.000081193706,0.00018450213,0.3610376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976406,0.00022802954,0.001122692,0.0001564023,0.00053876167,0.0003135264],"domain_scores_gemma":[0.95789766,0.00047512827,0.0007020231,0.0003936307,0.0403626,0.00016894162],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033332861,0.00023178406,0.00053172035,0.00095197663,0.00019717599,0.0017285789,0.00097650534,0.000053619806,0.0034802966],"category_scores_gemma":[0.064397216,0.00017710726,0.00052819704,0.00029033833,0.00009595066,0.0025299273,0.000103858714,0.0011608878,0.00005878642],"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":[0.000048611564,0.00012023327,0.000052512245,0.0002257038,0.00022937027,0.000029547578,0.14864145,0.0000033859328,0.000026191658,0.0014738721,0.8352196,0.013929501],"study_design_scores_gemma":[0.0007300026,0.00014432095,0.000020677624,0.0014590747,0.00020463922,0.0000017589729,0.014201172,0.000016606806,0.00009493259,0.00015791888,0.9827784,0.00019053974],"about_ca_topic_score_codex":0.0000103260345,"about_ca_topic_score_gemma":0.0007476437,"teacher_disagreement_score":0.38445383,"about_ca_system_score_codex":0.00014364703,"about_ca_system_score_gemma":0.0001660127,"threshold_uncertainty_score":0.99930775},"labels":[],"label_agreement":null},{"id":"W4401990959","doi":"10.3828/index.2024.16","title":"Training on how to create ebook indexes: a gap analysis","year":2024,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Computer science; Geography","score_opus":0.14163586939255526,"score_gpt":0.2893605632015209,"score_spread":0.14772469380896566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401990959","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3341294,0.0004169574,0.0002435292,0.042559452,0.0005513297,0.00024285798,0.000039430393,0.0004240485,0.621393],"genre_scores_gemma":[0.940472,0.0000065501154,0.000019773968,0.0015511062,0.00037664417,0.00003361662,0.00001385082,0.000015175873,0.057511248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992001,0.0001086755,0.000117706644,0.00017083624,0.00022567506,0.0001769916],"domain_scores_gemma":[0.99912596,0.00022191589,0.00002686826,0.0005195154,0.00005221494,0.000053509],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007330879,0.00010491248,0.00013856258,0.00029864427,0.00041057452,0.0033589525,0.00047167722,0.00004939266,0.00058365846],"category_scores_gemma":[0.00008149134,0.00006424816,0.00012549662,0.00019586908,0.00007158519,0.00044564193,0.000067070636,0.0004889571,0.00022912143],"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":[0.000030559255,0.00003277928,0.000107709406,0.000012122083,0.0007686987,0.000007879133,0.39057896,0.00020472538,0.00007413587,0.5362961,0.03685345,0.035032835],"study_design_scores_gemma":[0.000061794424,0.0000491959,0.00068614044,0.000071909686,0.00023577575,9.915926e-7,0.0069855857,0.0008975577,0.000026419455,0.0052817664,0.9855406,0.00016224044],"about_ca_topic_score_codex":0.0002162196,"about_ca_topic_score_gemma":0.0007415133,"teacher_disagreement_score":0.9486872,"about_ca_system_score_codex":0.000041584262,"about_ca_system_score_gemma":0.000036958772,"threshold_uncertainty_score":0.99767566},"labels":[],"label_agreement":null},{"id":"W4402104843","doi":"10.55016/ojs/jet.v30i2.52434","title":"On Book Reviewing","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"History","score_opus":0.06090885310551426,"score_gpt":0.3128412726511551,"score_spread":0.25193241954564083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402104843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08299981,0.008668216,0.00003297939,0.060489792,0.0051460303,0.0000847802,0.0000061347723,0.00001300834,0.8425593],"genre_scores_gemma":[0.90131193,0.00031405306,0.002082043,0.006464933,0.013688846,0.0000035381452,0.000008550369,0.000016492437,0.076109625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925476,0.00008741044,0.00029759345,0.000053441687,0.00022617774,0.000080633894],"domain_scores_gemma":[0.99848664,0.000328951,0.00029773082,0.00017559028,0.00065706676,0.000054001157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067935995,0.000058504418,0.00010382932,0.000118046606,0.00029616378,0.00036472618,0.0003219919,0.000018521583,0.005088624],"category_scores_gemma":[0.00077888457,0.000043738728,0.00007777354,0.000038202525,0.00009577343,0.0011386141,0.000016876886,0.0002283988,0.00023905204],"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":[0.000009670577,0.00007042896,0.000043760643,0.0000033306092,0.000013282848,1.3033456e-7,0.0024557246,4.7142106e-7,0.000015558211,0.63164204,0.36474127,0.0010043723],"study_design_scores_gemma":[0.00008699088,0.00012315657,0.0005771235,0.0001346226,0.000011538098,0.000012139111,0.00021021646,0.0000031621726,0.000030025454,0.03133562,0.96742374,0.000051682164],"about_ca_topic_score_codex":0.000005308684,"about_ca_topic_score_gemma":0.000009105609,"teacher_disagreement_score":0.8183121,"about_ca_system_score_codex":0.000054441065,"about_ca_system_score_gemma":0.00016834094,"threshold_uncertainty_score":0.9958209},"labels":[],"label_agreement":null},{"id":"W4402297535","doi":"10.55016/ojs/jah.v2023y2023.78236","title":"Editorial: A Caution with Questions","year":2023,"lang":"en","type":"editorial","venue":"Journal of Applied Hermeneutics","topic":"Publishing and Scholarly Communication","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 Calgary","funders":"","keywords":"Epistemology; Engineering ethics; Psychology; Philosophy; Engineering","score_opus":0.019268391437633897,"score_gpt":0.2509950615734065,"score_spread":0.2317266701357726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402297535","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012119114,0.000021668435,0.0000020859952,0.00022445405,0.962924,0.000093797615,0.00008047835,0.00008496797,0.03644737],"genre_scores_gemma":[0.0018520143,0.00039118808,0.00013270616,0.000020478901,0.99520576,0.000012432333,0.00014759439,0.000077568664,0.0021602372],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762994,0.000067490626,0.000640007,0.00014945037,0.0012752304,0.0002378594],"domain_scores_gemma":[0.99611,0.00065009395,0.0011123335,0.00040664,0.0016070585,0.000113838],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011741209,0.00023873603,0.0004300157,0.00028736136,0.0003949957,0.0013025234,0.00069200865,0.0004876012,0.00003721334],"category_scores_gemma":[0.0003875283,0.00018469151,0.0001127128,0.000092507806,0.00015696877,0.00050609774,0.00005491842,0.0024862043,0.000052297568],"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":[0.00009000989,0.00006328825,2.1826214e-7,0.000039886367,0.00013417384,0.0000048048814,0.012723703,0.000056430817,0.000010708197,0.010300014,0.9763625,0.0002142317],"study_design_scores_gemma":[0.00042854357,0.00017304251,0.0000013033701,0.00016639661,0.00024929727,0.0000012833295,0.0015028402,0.0000057576576,0.0000033040237,0.011650212,0.9856106,0.00020741846],"about_ca_topic_score_codex":0.00003995159,"about_ca_topic_score_gemma":0.0004922539,"teacher_disagreement_score":0.03428713,"about_ca_system_score_codex":0.00025945442,"about_ca_system_score_gemma":0.0009393091,"threshold_uncertainty_score":0.9998151},"labels":[],"label_agreement":null},{"id":"W4402337341","doi":"10.5430/wjel.v14n6p668","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 14, No. 6","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.022385874715671848,"score_gpt":0.27782365266967435,"score_spread":0.2554377779540025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402337341","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050826717,0.28924963,0.000192629,0.00047798507,0.2987287,0.00077561324,0.00023429634,0.00025513422,0.3592593],"genre_scores_gemma":[0.4351463,0.0017151616,0.0027541732,0.0009474499,0.19706717,0.000023596338,0.00008067856,0.00018413244,0.36208132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764055,0.00022803817,0.0011227134,0.00015640471,0.0005387636,0.00031355413],"domain_scores_gemma":[0.9578852,0.00047525062,0.0007021212,0.0003936827,0.040374782,0.00016896964],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003333389,0.00023178637,0.0005317153,0.00095196016,0.00019714657,0.0017293053,0.000976579,0.000053617474,0.0034553444],"category_scores_gemma":[0.06439955,0.00017711415,0.000528163,0.00029035236,0.00009595567,0.0025301182,0.000103862796,0.0011609641,0.000058898233],"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":[0.000048849815,0.00012080136,0.00005243217,0.00022585782,0.00022953126,0.000029555928,0.14906412,0.0000033468648,0.000026174142,0.0014858947,0.8347837,0.013929729],"study_design_scores_gemma":[0.000730142,0.00014428119,0.000020548036,0.0014579949,0.00020458436,0.000001757303,0.0142162535,0.000016515121,0.00009432284,0.00015859437,0.9827645,0.00019050663],"about_ca_topic_score_codex":0.0000104183655,"about_ca_topic_score_gemma":0.0007588889,"teacher_disagreement_score":0.3843196,"about_ca_system_score_codex":0.00014348749,"about_ca_system_score_gemma":0.00016603676,"threshold_uncertainty_score":0.999307},"labels":[],"label_agreement":null},{"id":"W4402465638","doi":"10.29173/cais1855","title":"“O Author, Where Art Thou?” An Analysis of Affiliation Indexing in Canadian Journals and Bibliometric Research Potential","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Thou; Bibliometrics; Search engine indexing; Library science; History; Computer science; Information retrieval; Philosophy; Linguistics","score_opus":0.0907307670514184,"score_gpt":0.3394581800387351,"score_spread":0.2487274129873167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402465638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850043,0.0015236101,0.0000034164825,0.0038746605,0.00010058487,0.00014127919,0.00016004365,0.000017575092,0.009174526],"genre_scores_gemma":[0.99847853,0.00032653662,0.00005490992,0.00002275439,0.00007677743,0.000008820017,0.000012712946,0.000013028538,0.0010059186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981765,0.00010884856,0.0005100246,0.00022811322,0.00063064834,0.0003458356],"domain_scores_gemma":[0.9717476,0.0002080221,0.000311501,0.00019380142,0.027365347,0.00017373517],"candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004617965,0.00012999341,0.00035153542,0.017821152,0.000248979,0.012146999,0.0011100415,0.0001260582,0.000105403575],"category_scores_gemma":[0.0100011155,0.00010448692,0.00011110177,0.009261401,0.00035280103,0.016322315,0.00023514377,0.0006057987,9.4556424e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009301329,0.0001933874,0.5337571,0.0005523952,0.00064226415,0.0000033469212,0.29511535,0.000057223526,0.007189269,0.13616693,0.008281533,0.01794822],"study_design_scores_gemma":[0.00031828877,0.0003181871,0.83834445,0.0010368378,0.000436018,0.000008775791,0.029622737,0.017629758,0.0009687799,0.011158085,0.09981856,0.000339534],"about_ca_topic_score_codex":0.073445365,"about_ca_topic_score_gemma":0.08900584,"teacher_disagreement_score":0.30458736,"about_ca_system_score_codex":0.00010576762,"about_ca_system_score_gemma":0.00045847255,"threshold_uncertainty_score":0.99833804},"labels":[],"label_agreement":null},{"id":"W4402618503","doi":"10.5430/wjel.v15n1p488","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 15, No. 1","year":2024,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.022546997964390292,"score_gpt":0.27780607247971917,"score_spread":0.25525907451532887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402618503","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06302918,0.31951448,0.00019598684,0.0005159147,0.2686506,0.0008204374,0.00025719884,0.00026933805,0.3467469],"genre_scores_gemma":[0.49081868,0.0016656672,0.0028461383,0.0010001769,0.21059014,0.000024112755,0.00008532829,0.00018741496,0.29278234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976547,0.00022795872,0.0011225933,0.0001563923,0.00052522833,0.00031315483],"domain_scores_gemma":[0.966644,0.00048604107,0.0007087664,0.000397604,0.031593475,0.00017010499],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032246555,0.00023177518,0.0005320009,0.0009549101,0.00019517852,0.0017254287,0.0009809498,0.000052275707,0.0040772324],"category_scores_gemma":[0.05203562,0.00017708573,0.0005283708,0.00029187123,0.00009579852,0.0025261145,0.00010428539,0.001132515,0.00006413361],"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":[0.00004813673,0.00012095068,0.00006028335,0.00022489011,0.00023120156,0.000029017441,0.1522162,0.0000032772227,0.00002968631,0.0014920164,0.8321952,0.013349112],"study_design_scores_gemma":[0.00070136704,0.00014352369,0.000023073391,0.0014617074,0.00020455469,0.0000017408809,0.016698522,0.000018274735,0.00009535485,0.00015942291,0.9803023,0.0001901898],"about_ca_topic_score_codex":0.000011403852,"about_ca_topic_score_gemma":0.00080401544,"teacher_disagreement_score":0.4277895,"about_ca_system_score_codex":0.00014087908,"about_ca_system_score_gemma":0.00016698464,"threshold_uncertainty_score":0.99931085},"labels":[],"label_agreement":null},{"id":"W4403929220","doi":"10.4324/9781032614144-8","title":"Why, and How, Literary Prizes Matter","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Literature","score_opus":0.0326740339964802,"score_gpt":0.2076928123658171,"score_spread":0.1750187783693369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403929220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024791383,0.007672809,0.0000019565762,0.022281867,0.0003926633,0.00007902173,0.00005492047,0.00014628765,0.9693457],"genre_scores_gemma":[0.0026018322,0.0002446595,0.000051762006,0.004205633,0.000593063,0.000005472695,0.00012916356,0.000044579407,0.99212384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945325,0.000010242907,0.00011181035,0.00020620255,0.00012492134,0.000093561786],"domain_scores_gemma":[0.9994173,0.000050023624,0.000047660837,0.00037851976,0.00006422812,0.00004228308],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118126576,0.00017897095,0.00015924434,0.00013854724,0.00015632126,0.0056744567,0.0002278543,0.00011682897,0.009651696],"category_scores_gemma":[0.000004208737,0.00013635696,0.00006733728,0.0000028437346,0.00012850482,0.00089183135,0.00020494196,0.0004982296,0.00071863114],"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":[8.9965977e-7,0.0000014709416,0.00000194288,0.000036211703,0.000026755819,0.0000018780669,0.002293774,9.878284e-10,4.5097417e-7,0.588765,0.40789258,0.0009789936],"study_design_scores_gemma":[0.000027741338,0.000012250969,0.0000035240278,0.00014480179,0.000028548022,0.000003605574,0.000050547926,0.0000032232665,3.4986883e-7,0.19891551,0.8006618,0.00014807786],"about_ca_topic_score_codex":0.00003613084,"about_ca_topic_score_gemma":0.00018655877,"teacher_disagreement_score":0.39276922,"about_ca_system_score_codex":0.0000148315385,"about_ca_system_score_gemma":0.00001204533,"threshold_uncertainty_score":0.99535775},"labels":[],"label_agreement":null},{"id":"W4404667440","doi":"10.3828/index.2024.29","title":"‘The Art of Connection’: a report on the ISC/SCI 2024 online conference","year":2024,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Engineering; Mechanical engineering","score_opus":0.07830593706712308,"score_gpt":0.2783189765299638,"score_spread":0.2000130394628407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404667440","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23158666,0.0011355336,0.000044332523,0.16984124,0.0030381626,0.0003229744,0.00005694996,0.000153758,0.5938204],"genre_scores_gemma":[0.8512569,0.00005241559,0.0000024887377,0.00039433906,0.00031537117,0.000016346505,0.000014057394,0.000007672104,0.14794043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992365,0.00012725648,0.0002142879,0.0001017495,0.00021902315,0.00010115545],"domain_scores_gemma":[0.9983694,0.00070932304,0.00007481752,0.0006878433,0.00014377263,0.000014863716],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012692321,0.0000711411,0.000071600916,0.000030172203,0.0006330237,0.0012068467,0.0004996992,0.00002662632,0.0008333743],"category_scores_gemma":[0.00029150752,0.000029049004,0.00005836043,0.000056998466,0.00029773923,0.00023316537,0.00007888055,0.00047831112,0.00014114907],"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":[0.000011427475,0.000028517865,0.000023298664,0.0000056688377,0.000045419023,0.000003220777,0.008439653,0.0000055955634,0.00003116206,0.7299454,0.2595465,0.0019141381],"study_design_scores_gemma":[0.000030507204,0.000028592873,0.00023183304,0.00007004966,0.000017262386,0.000012419833,0.0031793625,0.000569548,0.000050674917,0.02255704,0.97320485,0.000047832695],"about_ca_topic_score_codex":0.00024290329,"about_ca_topic_score_gemma":0.0014214363,"teacher_disagreement_score":0.7136584,"about_ca_system_score_codex":0.000018495513,"about_ca_system_score_gemma":0.000075187,"threshold_uncertainty_score":0.99983},"labels":[],"label_agreement":null},{"id":"W4405031048","doi":"10.2139/ssrn.5029611","title":"Legislating Open Access: Making the Case for a Secondary Publishing Right in Canada","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Political science; Business; Law","score_opus":0.06856929381170981,"score_gpt":0.32033571091179425,"score_spread":0.2517664171000844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405031048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38126272,0.08106502,0.0005365802,0.14015286,0.011539414,0.0035263912,0.0007520716,0.00015520187,0.38100976],"genre_scores_gemma":[0.99402237,0.00033473206,0.00004831774,0.00067090255,0.0015274669,0.00013149128,0.00007393097,0.000057109322,0.0031337026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996614,0.00036727023,0.0006931521,0.0003725307,0.0002819691,0.0016711183],"domain_scores_gemma":[0.9980667,0.00042306754,0.00057114847,0.0006104749,0.00027251805,0.00005607204],"candidate_categories":["sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00827619,0.00027695126,0.00033894027,0.0002609686,0.0014872847,0.06746285,0.0057595083,0.00012090742,0.00016980128],"category_scores_gemma":[0.0005337469,0.0001992397,0.00014791213,0.000098940014,0.000050512186,0.006346461,0.0049025337,0.015820304,0.0000016026099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000032299344,0.000023386829,0.000160582,0.00013035059,0.0003782471,0.00022174105,0.011396827,0.0002063196,5.044301e-7,0.8913128,0.034639496,0.061497483],"study_design_scores_gemma":[0.000328424,0.000022416338,0.000017279415,0.00046583373,0.00006996821,0.0011020596,0.028818874,0.0020145301,5.909069e-7,0.8304466,0.13641769,0.00029575807],"about_ca_topic_score_codex":0.94896847,"about_ca_topic_score_gemma":0.9994404,"teacher_disagreement_score":0.61275965,"about_ca_system_score_codex":0.0061197258,"about_ca_system_score_gemma":0.046392594,"threshold_uncertainty_score":0.99981266},"labels":[{"model":"gemma","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":true,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4405539905","doi":"10.18438/eblip30604","title":"Faculty at an R2 University Show Varied Perceptions Toward Publishing and Using Open Access Scholarship","year":2024,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Publishing; Library science; Perception; Scholarly communication; Psychology; Medical education; Sociology; World Wide Web; Media studies; Computer science; Political science; Medicine","score_opus":0.20412029187326436,"score_gpt":0.35867102010153656,"score_spread":0.1545507282282722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405539905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5652946,0.0017051034,0.0031477797,0.3052351,0.00082534936,0.0010264241,0.000520277,0.0010251612,0.12122018],"genre_scores_gemma":[0.9825222,0.00048744987,0.0028670735,0.012272251,0.00011554123,0.000004283921,0.0006391336,0.000010282363,0.0010817805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878705,0.00044979365,0.00022599196,0.0001846665,0.0002147158,0.00013778785],"domain_scores_gemma":[0.99852926,0.0007543815,0.00015818083,0.00028081218,0.00012851904,0.00014883249],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012884851,0.000117378746,0.000100644575,0.00026279842,0.0013357783,0.08424011,0.0009566559,0.00008066292,0.0008728502],"category_scores_gemma":[0.0011718309,0.00011201663,0.000024088657,0.00021434107,0.00011319915,0.8824056,0.0010956725,0.0005331941,0.000019042036],"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":[0.0002602908,0.0000404002,0.001949038,0.00018465122,0.000034515855,0.000005443489,0.020066105,0.000054959986,0.00003837605,0.95726925,0.0075900885,0.012506907],"study_design_scores_gemma":[0.00020817689,0.000052233718,0.008893837,0.00033419492,0.00006138661,0.000018144956,0.010031683,0.013660051,0.000022769327,0.00056405517,0.9659492,0.00020429144],"about_ca_topic_score_codex":0.00025701505,"about_ca_topic_score_gemma":0.0000056091303,"teacher_disagreement_score":0.95835906,"about_ca_system_score_codex":0.00004971322,"about_ca_system_score_gemma":0.00026394942,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W4406102680","doi":"10.3148/cjdpr-2024-028","title":"The Evolving Landscape of Scholarly Publishing","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Business; Political science; Computer science","score_opus":0.11572274559491351,"score_gpt":0.3513392825607807,"score_spread":0.23561653696586715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406102680","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0811637,0.26298252,0.000015382164,0.26272908,0.001642965,0.00015810484,0.00002045939,0.00001472518,0.39127308],"genre_scores_gemma":[0.9954221,0.0017455055,0.000097375894,0.000091842114,0.00048056507,0.0000014755805,0.0000012086524,0.000010097834,0.0021497938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813944,0.0006134152,0.00031486165,0.0000836698,0.00056869123,0.0002799459],"domain_scores_gemma":[0.99255955,0.003782736,0.000119544035,0.00023771668,0.002988874,0.00031157682],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.013992586,0.000055866076,0.000099905374,0.0005270043,0.0012463824,0.039715614,0.0006886587,0.00005423148,0.000116900796],"category_scores_gemma":[0.02561231,0.00003517064,0.000048350677,0.00019735582,0.0003992518,0.019301545,0.000059662507,0.0021038556,0.0000070326278],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048314567,0.000036353722,0.0009995588,0.00015771225,0.00032880798,0.00018428755,0.08016922,0.0000020157013,0.00014337574,0.4971583,0.31852224,0.10224982],"study_design_scores_gemma":[0.000089566136,0.00014610885,0.00046806966,0.00031813828,0.000029838346,0.00006661197,0.03521333,0.00014281258,0.0000095675605,0.0056040823,0.95786387,0.000048022324],"about_ca_topic_score_codex":0.0077791857,"about_ca_topic_score_gemma":0.015210737,"teacher_disagreement_score":0.9142584,"about_ca_system_score_codex":0.00006555401,"about_ca_system_score_gemma":0.0018321513,"threshold_uncertainty_score":0.9988281},"labels":[],"label_agreement":null},{"id":"W4406126432","doi":"10.5430/wjel.v15n2p394","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 15, No. 2","year":2025,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.01826318968721589,"score_gpt":0.2760220507338768,"score_spread":0.2577588610466609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406126432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067676686,0.12821609,0.0002458732,0.0005541557,0.18563282,0.0008862384,0.00015067961,0.00014364836,0.6164938],"genre_scores_gemma":[0.4228886,0.0012580168,0.0036629557,0.0023283726,0.10801972,0.000027919099,0.00007525411,0.00011712722,0.46162203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767154,0.000262073,0.0011926161,0.00014069298,0.00042825527,0.00030483384],"domain_scores_gemma":[0.9531891,0.0004493816,0.001093761,0.0004604557,0.044676512,0.00013080814],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029600451,0.0002221978,0.0005979973,0.001025542,0.00025609933,0.00094055705,0.0011592952,0.00005455913,0.002312037],"category_scores_gemma":[0.07994304,0.00017737923,0.00046464498,0.00031734782,0.000103109815,0.0017956878,0.0001307205,0.00097284344,0.00002229141],"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":[0.0000894318,0.00020554491,0.00028019174,0.00015499286,0.00024081847,0.000009003645,0.090848826,0.000004054593,0.000025720268,0.0019779801,0.89505756,0.01110589],"study_design_scores_gemma":[0.0013943872,0.00010648844,0.000085435924,0.0010857047,0.00019918745,4.584049e-7,0.018900495,0.0000065279432,0.00013782068,0.00019964534,0.9777185,0.00016536078],"about_ca_topic_score_codex":0.000014335179,"about_ca_topic_score_gemma":0.0011928749,"teacher_disagreement_score":0.3552119,"about_ca_system_score_codex":0.00014103833,"about_ca_system_score_gemma":0.00018505685,"threshold_uncertainty_score":0.9986},"labels":[],"label_agreement":null},{"id":"W4406272828","doi":"10.32316/hse-rhe.2024.5247","title":"Charles T. Loram's Decade in North America: From Black South Africans to Indigenous North Americans","year":2025,"lang":"en","type":"article","venue":"Historical Studies in Education / Revue d histoire de l éducation","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Racism; Emigration; Political science; Gender studies; Contradiction; Ethnology; Sociology; History; Law","score_opus":0.09623374237307863,"score_gpt":0.30557074034555487,"score_spread":0.20933699797247624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406272828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95858735,0.010687235,0.00030089155,0.011137713,0.010324694,0.00057134085,0.000053168416,0.00012722521,0.008210403],"genre_scores_gemma":[0.9806616,0.0007290605,0.0008003431,0.0015286575,0.00061642856,0.00067065965,0.00030535378,0.00003086322,0.014657064],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772334,0.00030270155,0.0007526795,0.00057244103,0.00022536477,0.00042344557],"domain_scores_gemma":[0.9980021,0.00030956688,0.00041111218,0.00071525195,0.00042595985,0.00013598568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002759613,0.0002826903,0.00050729845,0.0008890908,0.0007150256,0.0001913673,0.0007071683,0.00008307234,0.00003887287],"category_scores_gemma":[0.0015031882,0.00031730227,0.000088545334,0.00118985,0.00033970704,0.00049560587,0.0001234843,0.00057855016,0.00007234637],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033956134,0.0009077418,0.055718254,0.0000813543,0.00003779625,0.0000018214572,0.82371825,0.00023488696,0.00000662584,0.0014079878,0.0665005,0.051350806],"study_design_scores_gemma":[0.0001839078,0.000057237212,0.07604477,0.00014498229,0.00005101118,4.7514067e-7,0.11301163,0.00003848322,0.0000012611777,0.0006690077,0.8094461,0.0003511441],"about_ca_topic_score_codex":0.024122613,"about_ca_topic_score_gemma":0.13530913,"teacher_disagreement_score":0.7429456,"about_ca_system_score_codex":0.022054467,"about_ca_system_score_gemma":0.00073387334,"threshold_uncertainty_score":0.9999279},"labels":[],"label_agreement":null},{"id":"W4406636733","doi":"10.1016/b978-0-7020-5402-0.00131-5","title":"10.1016/b978-0-7020-5402-0.00131-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02243987320797878,"score_gpt":0.1758443228962251,"score_spread":0.15340444968824632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406636733","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.2957024e-7,0.00062648783,9.157997e-8,0.0005981951,0.00001184384,0.00023825878,0.0001966413,0.00031887944,0.9980088],"genre_scores_gemma":[0.000007671757,0.0000022941713,0.000022137783,0.0001353375,0.0011059843,0.000020708123,0.00054023723,0.00010863542,0.998057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854016,0.000044381533,0.00039142484,0.00036712468,0.0003656923,0.0002912168],"domain_scores_gemma":[0.99829227,0.000095544376,0.00015990942,0.0010803632,0.00019793256,0.00017400355],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029894288,0.0003769903,0.00039431537,0.00028082554,0.00044374936,0.0015303445,0.0010053258,0.00024777345,0.9988321],"category_scores_gemma":[0.000039413277,0.00037225077,0.00019381406,0.00001510133,0.00014055599,0.0006380174,0.0001977197,0.0007952467,0.9942475],"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":[0.00002958687,0.000021733897,1.88017e-9,0.000007736043,0.00006190417,0.0000036920064,0.00044456252,0.0000015808732,3.6538324e-7,0.019523975,0.63346535,0.34643948],"study_design_scores_gemma":[0.0001265845,0.00010893003,3.21061e-7,0.00012416887,0.00006584598,0.00000360674,0.0000035044422,0.000007684257,4.775794e-7,0.0023590312,0.99673253,0.00046731296],"about_ca_topic_score_codex":0.00011330465,"about_ca_topic_score_gemma":0.000015119838,"teacher_disagreement_score":0.36326715,"about_ca_system_score_codex":0.00008939721,"about_ca_system_score_gemma":0.00007361971,"threshold_uncertainty_score":0.9998729},"labels":[],"label_agreement":null},{"id":"W4408028242","doi":"10.3828/index.2025.6","title":"Is embedded indexing a worthwhile pursuit for indexers? A qualitative survey of current practices and thoughts for the future","year":2025,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glycemic Index Laboratories","funders":"","keywords":"Search engine indexing; Current (fluid); Computer science; Psychology; Information retrieval; Engineering; Electrical engineering","score_opus":0.21648896861199554,"score_gpt":0.4332532293603561,"score_spread":0.21676426074836055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408028242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434153,0.052803777,0.006821717,0.07027165,0.0055228034,0.006814651,0.0019254292,0.00017928027,0.01224537],"genre_scores_gemma":[0.995947,0.00015265202,0.0000863558,0.0004774565,0.00036754375,0.0002645044,0.000045220728,0.000011760206,0.0026475019],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988101,0.00040437045,0.0002740616,0.00016806624,0.00018100278,0.00016236218],"domain_scores_gemma":[0.99391145,0.0046182205,0.00046771858,0.00046293894,0.00051989715,0.000019751646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041430807,0.000119003606,0.00018270088,0.00007346167,0.0008711587,0.0008051762,0.0006210086,0.000055964912,0.000022234839],"category_scores_gemma":[0.0011257061,0.00006498782,0.000071085175,0.00010538763,0.00023377236,0.0006504775,0.00012712603,0.00032421487,6.700771e-7],"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":[0.00054775213,0.0001413711,0.0015522798,0.00017597005,0.00034312595,3.62834e-8,0.64658153,0.000004374656,0.000018260347,0.25789413,0.060899384,0.031841785],"study_design_scores_gemma":[0.0011135883,0.00009955841,0.013245267,0.00019009142,0.00019582,4.1075347e-7,0.12708513,0.00084627146,0.00014287281,0.051593076,0.80526567,0.00022223685],"about_ca_topic_score_codex":0.0005036873,"about_ca_topic_score_gemma":0.0055875992,"teacher_disagreement_score":0.7443663,"about_ca_system_score_codex":0.00001914902,"about_ca_system_score_gemma":0.000119047385,"threshold_uncertainty_score":0.7764332},"labels":[],"label_agreement":null},{"id":"W4408648126","doi":"10.63485/fjg7g-kha46","title":"New OA journal on schol. comm. launches","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Computer science","score_opus":0.08792814692147786,"score_gpt":0.2727044259910662,"score_spread":0.18477627906958832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408648126","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073968368,0.0011311208,0.00033675513,0.018226327,0.002010377,0.0001304591,0.000012565936,0.00024165568,0.9705139],"genre_scores_gemma":[0.6877488,0.0007090871,0.0062956056,0.0075631915,0.008877661,0.000009997459,0.0002656598,0.000064126296,0.28846592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986389,0.00021193868,0.00034963616,0.00021549506,0.00037198147,0.00021199643],"domain_scores_gemma":[0.99832356,0.000089886955,0.00024410359,0.000919949,0.0002489132,0.00017356352],"candidate_categories":["scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008987839,0.0002295109,0.0002582246,0.00021051556,0.0006871177,0.010737343,0.0014174054,0.00018797531,0.0043604076],"category_scores_gemma":[0.00018059448,0.00018013091,0.0001869833,0.000017841958,0.00004971609,0.000855717,0.0003758839,0.0032091748,0.00031909047],"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":[0.000011615443,0.00006685128,0.000025836245,0.0000074614227,0.000043090142,0.000002490783,0.005052818,0.000035815006,0.0000016909145,0.37665153,0.57297283,0.04512799],"study_design_scores_gemma":[0.00019710133,0.00007677546,0.00036047032,0.00016712857,0.000023410656,0.0000048890633,0.000447661,0.000037185782,0.000009952177,0.11371935,0.8847173,0.00023877186],"about_ca_topic_score_codex":0.0005794197,"about_ca_topic_score_gemma":0.0004937285,"teacher_disagreement_score":0.682048,"about_ca_system_score_codex":0.00010727798,"about_ca_system_score_gemma":0.0002275269,"threshold_uncertainty_score":0.99909043},"labels":[],"label_agreement":null},{"id":"W4408661641","doi":"10.63485/kcsvc-pg569","title":"OA bibliography of Canadian books moves to new home","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliography; History; Library science; Computer science","score_opus":0.06274069753677164,"score_gpt":0.24273117318948995,"score_spread":0.1799904756527183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408661641","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019821102,0.0010784009,0.00004671649,0.008216387,0.0005482217,0.00022912204,0.00011141333,0.0001135177,0.9698351],"genre_scores_gemma":[0.92925245,0.0027265134,0.004929389,0.0053554764,0.0010596025,0.00002317283,0.00032175716,0.0000460793,0.056285553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990163,0.000056259145,0.00028855138,0.00021961979,0.00019546201,0.00022380463],"domain_scores_gemma":[0.9983846,0.000029693803,0.00010651656,0.0009061852,0.00021878221,0.00035421568],"candidate_categories":["bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029973243,0.00016879122,0.00024936828,0.029210469,0.00016534195,0.0020176768,0.0010559959,0.00013380207,0.000994497],"category_scores_gemma":[0.000028016188,0.00015461372,0.00016415904,0.0012172848,0.000049593233,0.00038812164,0.00022684052,0.0005157181,0.000034874927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032501414,0.000016560412,0.00019104594,0.000015665211,0.00003606694,5.6017734e-7,0.0069435267,0.000018105538,0.000008396963,0.15835522,0.830056,0.0043555694],"study_design_scores_gemma":[0.00006776322,0.00004219501,0.0033423488,0.00008717553,0.000019243042,2.1792327e-7,0.00048231814,0.0000065640625,0.000022445827,0.05586899,0.9398217,0.00023903583],"about_ca_topic_score_codex":0.8620566,"about_ca_topic_score_gemma":0.8327229,"teacher_disagreement_score":0.91354954,"about_ca_system_score_codex":0.000017850982,"about_ca_system_score_gemma":0.000246129,"threshold_uncertainty_score":0.99991876},"labels":[],"label_agreement":null},{"id":"W4408663358","doi":"10.63485/5t6b9-7vy17","title":"Recent OA presentations by Heather Morrison","year":2009,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.07698025117064357,"score_gpt":0.29553707415897595,"score_spread":0.2185568229883324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408663358","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054925717,0.0053317803,0.000290069,0.020578997,0.00079450133,0.000320047,0.00010957371,0.0003479218,0.9667345],"genre_scores_gemma":[0.5051533,0.009093918,0.0018520015,0.004866468,0.0018431459,0.00025096882,0.0050541437,0.00009490011,0.47179118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896586,0.00015006964,0.00025918256,0.00024571177,0.00021879787,0.00016036161],"domain_scores_gemma":[0.9987829,0.00004655429,0.00011689463,0.00077748264,0.00021359338,0.00006262505],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002833394,0.00016378546,0.00016650748,0.00008193334,0.0003242163,0.002591769,0.000651614,0.00012612443,0.00492474],"category_scores_gemma":[0.000058528472,0.00014252783,0.00008207236,0.000019292062,0.000057967864,0.0004917845,0.00026435917,0.00075238163,0.00012589723],"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":[0.0000033225604,0.00014368718,0.00004967985,0.000007750853,0.000029923918,2.2423217e-7,0.008358614,0.000020737047,0.0000086320215,0.05744449,0.89801145,0.03592151],"study_design_scores_gemma":[0.000086860506,0.000017213273,0.00010513852,0.000025148014,0.000021334334,2.4199812e-7,0.0007931653,0.00028406113,0.000020227995,0.016456697,0.982007,0.00018286804],"about_ca_topic_score_codex":0.0014543468,"about_ca_topic_score_gemma":0.00086192944,"teacher_disagreement_score":0.4996607,"about_ca_system_score_codex":0.000050907423,"about_ca_system_score_gemma":0.00005199572,"threshold_uncertainty_score":0.99844366},"labels":[],"label_agreement":null},{"id":"W4408734728","doi":"10.63485/4th6g-7gc76","title":"CRKN releases its plan for OA","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Business; Computer science; Geography","score_opus":0.17184391632713114,"score_gpt":0.2782704274709311,"score_spread":0.10642651114379997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408734728","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02641894,0.0018673146,0.00021355545,0.0040410245,0.001710292,0.00061918795,0.00048041952,0.0005258115,0.9641234],"genre_scores_gemma":[0.8653963,0.00070710556,0.0007280734,0.00079922815,0.0015310234,0.0001940197,0.0012603075,0.000036306817,0.12934764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992037,0.000050416747,0.0002246146,0.0002241381,0.00013984596,0.0001572797],"domain_scores_gemma":[0.99881333,0.00016635953,0.00012208043,0.00057448575,0.00027066984,0.000053066844],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00018127616,0.00015207122,0.00019048543,0.00008876705,0.00047100423,0.0014280198,0.0006871344,0.00013259969,0.00059712667],"category_scores_gemma":[0.00024114615,0.00012847793,0.00013949687,0.000008016237,0.000058251546,0.00044856747,0.00034455513,0.0004852159,0.0000867851],"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":[0.000026164234,0.00010069383,0.00002946706,0.00011816497,0.00006566094,0.0000012357482,0.0119897295,0.0000296882,0.000005092526,0.46109402,0.522759,0.0037810793],"study_design_scores_gemma":[0.00013259375,0.00003273737,0.000062889885,0.000055208737,0.000018604882,0.0000012935791,0.00044410146,0.000525729,0.000029184224,0.00925647,0.9892284,0.00021277617],"about_ca_topic_score_codex":0.00054488704,"about_ca_topic_score_gemma":0.00062012934,"teacher_disagreement_score":0.83897734,"about_ca_system_score_codex":0.00003363844,"about_ca_system_score_gemma":0.00008302502,"threshold_uncertainty_score":0.9996086},"labels":[],"label_agreement":null},{"id":"W4408805898","doi":"10.63485/1972w-bbe12","title":"Canada&amp;#39;s LAC supports OA for publicly-funded research","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.30777489366272287,"score_gpt":0.38219401943185494,"score_spread":0.07441912576913207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408805898","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019960135,0.0005760203,0.0005374826,0.03595095,0.002947931,0.0013038825,0.00061283365,0.00031039465,0.93780035],"genre_scores_gemma":[0.687366,0.000043277792,0.0012727225,0.0013839062,0.0016646178,0.0002452504,0.002652278,0.000066096145,0.30530584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968554,0.00027515864,0.0005501385,0.00056722935,0.000981072,0.0007710437],"domain_scores_gemma":[0.99489397,0.00081073114,0.00017844162,0.0018066503,0.0020693247,0.00024089149],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0061350944,0.00026304714,0.00033846102,0.00047241538,0.0011533982,0.005855672,0.0017649416,0.00029643148,0.0033724948],"category_scores_gemma":[0.0010633069,0.00023821018,0.00014633025,0.000075383185,0.0002122174,0.00072379905,0.0013039961,0.0021468562,0.000038234426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016167669,0.00005241472,0.00014263229,0.00007830364,0.000046206016,0.0000015205061,0.0021910318,0.0000029714402,0.0000019124484,0.2964655,0.69921315,0.0017881966],"study_design_scores_gemma":[0.00015548167,0.000022010416,0.00023106065,0.0000413041,0.000013431085,0.0000011982745,0.0014308088,0.00006079906,0.000013523124,0.029473143,0.9682644,0.00029283622],"about_ca_topic_score_codex":0.95754486,"about_ca_topic_score_gemma":0.99653983,"teacher_disagreement_score":0.6674059,"about_ca_system_score_codex":0.0005891888,"about_ca_system_score_gemma":0.0024119068,"threshold_uncertainty_score":0.99753857},"labels":[],"label_agreement":null},{"id":"W4408828915","doi":"10.63485/wetnw-mas46","title":"Transitioning to OA","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0883107695161663,"score_gpt":0.28652157310794496,"score_spread":0.19821080359177867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408828915","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025174666,0.00014587032,0.0051696105,0.005516294,0.0009387494,0.00015620273,0.000023478136,0.00028886198,0.9625863],"genre_scores_gemma":[0.96719235,0.0000079996025,0.0023742123,0.0022549555,0.00076777977,0.000020488265,0.00016896545,0.000016970645,0.027196266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992923,0.00004042511,0.00018935697,0.00017763505,0.0001601364,0.0001401336],"domain_scores_gemma":[0.99918497,0.000043241667,0.000043264237,0.00049260614,0.00016510049,0.00007083508],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005767575,0.00010804257,0.00012105573,0.00017476556,0.00027612035,0.0023016778,0.0004795379,0.00009216805,0.0020632625],"category_scores_gemma":[0.000041380496,0.000100301026,0.00007347204,0.00001758792,0.00003218024,0.00031333521,0.00024012773,0.0006321288,0.00023628403],"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":[0.0000112546595,0.00006082312,0.000025127149,0.00004201954,0.00004276757,0.0000021607013,0.09672852,0.00018590387,0.000022619248,0.82076776,0.060867492,0.021243548],"study_design_scores_gemma":[0.00006375013,0.000018532292,0.00019158346,0.00008734477,0.000015821368,5.5413585e-7,0.0020787572,0.00013294835,0.000035104236,0.011686771,0.9854416,0.0002472105],"about_ca_topic_score_codex":0.0011199942,"about_ca_topic_score_gemma":0.002357847,"teacher_disagreement_score":0.9420177,"about_ca_system_score_codex":0.00004488276,"about_ca_system_score_gemma":0.000033975128,"threshold_uncertainty_score":0.998849},"labels":[],"label_agreement":null},{"id":"W4408952246","doi":"10.1525/sfs.32.3.528","title":"Review: <i>The Wave in the Mind: Talks and Essays on the Writer, the Reader, and the Imagination</i>, by Ursula K. Le Guin","year":2005,"lang":"en","type":"article","venue":"Science Fiction Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Art; Art history; Literature","score_opus":0.06902363160115887,"score_gpt":0.297966804676569,"score_spread":0.22894317307541012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408952246","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03002995,0.1695859,0.000005253858,0.7513507,0.00026898738,0.0006266734,0.000012430341,0.00002070664,0.04809939],"genre_scores_gemma":[0.9522425,0.032718524,0.000008042413,0.012829976,0.00015585701,0.00012784117,0.0000024512199,0.0000037320676,0.0019110665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870116,0.0004544889,0.00018880244,0.00017043922,0.00033848843,0.00014662737],"domain_scores_gemma":[0.99823016,0.0009651298,0.000110716304,0.0004984419,0.00018403458,0.000011513028],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.006739656,0.00009337323,0.00009950837,0.00003131249,0.004018428,0.0014568751,0.0006381238,0.000012068615,0.000009339655],"category_scores_gemma":[0.0008290572,0.000030752708,0.000026715737,0.00018288543,0.003242252,0.00089490565,0.00015212069,0.00032766088,0.0000039579295],"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":[0.000008242151,0.000040814582,0.000044716056,0.000011082277,0.000014964116,1.01912846e-7,0.14636143,0.000002225948,0.000026428283,0.18782899,0.6468836,0.018777398],"study_design_scores_gemma":[0.00019225886,0.000017993285,0.00044505973,0.000094303796,0.00001800941,0.000005453943,0.058160268,0.0003762264,0.000014045632,0.0031633815,0.9374533,0.000059679816],"about_ca_topic_score_codex":0.00016347141,"about_ca_topic_score_gemma":0.00035594995,"teacher_disagreement_score":0.92221254,"about_ca_system_score_codex":0.000026248039,"about_ca_system_score_gemma":0.000022119368,"threshold_uncertainty_score":0.9995797},"labels":[],"label_agreement":null},{"id":"W4409574661","doi":"10.63485/jafz7-6p020","title":"OA defenders at the U of Toronto","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.05686511970659613,"score_gpt":0.24797673297557282,"score_spread":0.1911116132689767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409574661","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028351912,0.003300294,0.000024744344,0.0013652751,0.00049077795,0.00010888957,0.00003670024,0.00006018482,0.9662612],"genre_scores_gemma":[0.87854093,0.00008043264,0.00008010041,0.00017400004,0.00022804775,0.0000164733,0.0001850094,0.0000108152335,0.12068417],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930966,0.00009081334,0.00020970998,0.0001248356,0.00017287878,0.00009209206],"domain_scores_gemma":[0.99874514,0.00008381158,0.00015336632,0.0008760976,0.0001259578,0.000015615244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036067746,0.000099533194,0.00012708269,0.000012037034,0.00025587415,0.00059046457,0.0007300729,0.000077114986,0.004199029],"category_scores_gemma":[0.00002936561,0.00006106216,0.000112827685,0.000003437676,0.00014927023,0.00027923757,0.00080196105,0.00027560844,0.000020642812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007944925,0.00006185319,0.00033941402,0.000053122007,0.00007484584,1.6763047e-7,0.026095679,0.00006580064,0.000010045814,0.44583517,0.5224287,0.0050273025],"study_design_scores_gemma":[0.000081226586,0.0000114573495,0.0011837353,0.000027809596,0.000035995035,3.068741e-7,0.0024142286,0.00011761929,0.000030819167,0.009777153,0.9861687,0.00015099306],"about_ca_topic_score_codex":0.106016286,"about_ca_topic_score_gemma":0.31182083,"teacher_disagreement_score":0.85018903,"about_ca_system_score_codex":0.00012351401,"about_ca_system_score_gemma":0.000036610345,"threshold_uncertainty_score":0.99671125},"labels":[],"label_agreement":null},{"id":"W4409585933","doi":"10.63485/e2b4e-bf218","title":"OA advocates worldwide","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Business","score_opus":0.045064395909341366,"score_gpt":0.2478493535372391,"score_spread":0.20278495762789775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409585933","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014991105,0.000934584,0.000088919,0.0041102953,0.0010688568,0.00012420387,0.000030545816,0.00041942587,0.9782321],"genre_scores_gemma":[0.79133207,0.00002475671,0.0007260988,0.00046663106,0.0009826805,0.000040604442,0.0006423687,0.000024112445,0.20576066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990885,0.0000784553,0.0002588932,0.00023547036,0.00017281625,0.00016584074],"domain_scores_gemma":[0.9987473,0.000078339355,0.00012962011,0.00083506835,0.00017226234,0.000037438826],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003320587,0.00017034257,0.000181857,0.000138456,0.00027623508,0.0035235204,0.0008444365,0.00010828016,0.0019149254],"category_scores_gemma":[0.000053303247,0.00014427386,0.00011342725,0.000015389054,0.00010158665,0.0004539338,0.00067916117,0.00081835885,0.00025886117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035097437,0.00009072219,0.00050096516,0.00005030262,0.00004219781,0.0000013373691,0.00618533,0.00006181464,0.0000032494213,0.47599325,0.5061382,0.010929152],"study_design_scores_gemma":[0.00006694305,0.0000066894554,0.00079257815,0.000052683336,0.000021548665,3.063651e-7,0.00031133037,0.00026375218,0.000013312673,0.053317197,0.94490284,0.00025080782],"about_ca_topic_score_codex":0.007882637,"about_ca_topic_score_gemma":0.007449081,"teacher_disagreement_score":0.77634096,"about_ca_system_score_codex":0.000047303194,"about_ca_system_score_gemma":0.000062382474,"threshold_uncertainty_score":0.99899745},"labels":[],"label_agreement":null},{"id":"W4409601805","doi":"10.63485/en09x-vkv08","title":"The SSHRC restates its OA policy","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Economics; Mathematics","score_opus":0.05715819039760221,"score_gpt":0.2766067855265237,"score_spread":0.21944859512892145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409601805","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009315599,0.0017155469,0.000008500465,0.028927166,0.0006626107,0.00015759129,0.000049932598,0.00024048635,0.95892256],"genre_scores_gemma":[0.66195273,0.00047379866,0.00008208332,0.00056458893,0.0020143315,0.00005559137,0.00025541443,0.000020756415,0.33458072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895436,0.00015962891,0.0002664399,0.00018691111,0.00021314669,0.00021953962],"domain_scores_gemma":[0.9983485,0.00023784934,0.00015007648,0.0009529,0.00027305048,0.000037650665],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00061229354,0.00015696288,0.00012954707,0.00010084596,0.0010854488,0.006540615,0.0012692313,0.000101855716,0.00016826043],"category_scores_gemma":[0.00028299438,0.000096645774,0.00009924187,0.000023399927,0.00019631322,0.00039942042,0.00058772793,0.0008547064,0.0001195749],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025893364,0.000019159737,0.00001660596,0.000012368328,0.000019858693,3.309231e-7,0.005434896,0.000018900151,0.0000013955896,0.8050823,0.18169324,0.007698311],"study_design_scores_gemma":[0.000049215425,0.0000078188605,0.00061863265,0.000026272182,0.000009339461,3.6968467e-7,0.00079411495,0.00024631878,0.0000095270925,0.07689088,0.9211965,0.000150968],"about_ca_topic_score_codex":0.017239204,"about_ca_topic_score_gemma":0.014635282,"teacher_disagreement_score":0.7395033,"about_ca_system_score_codex":0.00007270974,"about_ca_system_score_gemma":0.00017463016,"threshold_uncertainty_score":0.9944907},"labels":[],"label_agreement":null},{"id":"W4409914965","doi":"10.21983/p3.0110.1.07","title":"How I Write (II)","year":2015,"lang":"en","type":"book-chapter","venue":"Punctum Books","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.11822832610533976,"score_gpt":0.22634644566777523,"score_spread":0.10811811956243547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409914965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015239247,0.0035508533,0.000008923617,0.002977299,0.0009454488,0.00016502556,0.000099593664,0.00024692758,0.9919907],"genre_scores_gemma":[0.010738407,0.00005496515,0.000040197876,0.00041695297,0.0017039786,0.000014609419,0.0003153616,0.000081388964,0.98663414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875575,0.00002717169,0.00023734369,0.00029430017,0.0004517122,0.00023369824],"domain_scores_gemma":[0.998147,0.000047281155,0.00023400031,0.0009660818,0.0004619599,0.0001436452],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043023904,0.00035293394,0.0003520674,0.00016232308,0.0005748148,0.002747085,0.00072335755,0.00023290748,0.0012565485],"category_scores_gemma":[0.00007342239,0.00029074345,0.00018901395,0.0000036388099,0.00024100105,0.00089387706,0.00032786452,0.00094344234,0.00032516193],"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":[0.0000045016573,0.000007800203,3.8979746e-7,0.000011617535,0.000040575153,0.0000033377644,0.0027597547,6.169392e-8,0.0000013649083,0.7545812,0.23568162,0.0069077346],"study_design_scores_gemma":[0.0001222982,0.00006360798,8.893727e-7,0.000077733945,0.000053849242,0.0000029382545,0.000107603286,0.0000052561873,0.0000011620964,0.14703983,0.85222197,0.00030287993],"about_ca_topic_score_codex":0.000071464,"about_ca_topic_score_gemma":0.00051457714,"teacher_disagreement_score":0.6165403,"about_ca_system_score_codex":0.00010962629,"about_ca_system_score_gemma":0.00012982699,"threshold_uncertainty_score":0.99995446},"labels":[],"label_agreement":null},{"id":"W4409915054","doi":"10.21983/p3.0110.1.06","title":"How I Write (I)","year":2015,"lang":"en","type":"book-chapter","venue":"Punctum Books","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.13090716546005426,"score_gpt":0.22773393587150714,"score_spread":0.09682677041145288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409915054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000067052392,0.0034677547,0.000012043585,0.0023812607,0.0009013588,0.00015183246,0.00009189519,0.00023093334,0.9927562],"genre_scores_gemma":[0.0070671495,0.000051280233,0.00003923355,0.00037974224,0.0016573176,0.000012909073,0.00028681295,0.000078234894,0.9904273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988441,0.000026884298,0.00021729566,0.0002716874,0.0004265969,0.00021343271],"domain_scores_gemma":[0.99825114,0.000053683503,0.000215852,0.0009038203,0.00043934322,0.00013617791],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040266817,0.00032568918,0.00032630234,0.00015161035,0.00030814062,0.0033555338,0.0006644246,0.00021307278,0.0012154254],"category_scores_gemma":[0.000071575945,0.00026785446,0.0001754107,0.0000030972776,0.0002276931,0.0008295687,0.00019950028,0.0008771826,0.00050316536],"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":[0.0000041013186,0.0000054080397,4.6487347e-7,0.00001210433,0.000037221515,0.0000038021094,0.0018224721,5.289472e-8,9.741417e-7,0.7683678,0.2220416,0.007703949],"study_design_scores_gemma":[0.00010953904,0.000037217258,9.691213e-7,0.000068674926,0.000048472073,0.000002719865,0.00010593889,0.0000050205,8.602834e-7,0.15614267,0.8432019,0.00027603394],"about_ca_topic_score_codex":0.000063285275,"about_ca_topic_score_gemma":0.00047908432,"teacher_disagreement_score":0.62116027,"about_ca_system_score_codex":0.00010389683,"about_ca_system_score_gemma":0.000121926256,"threshold_uncertainty_score":0.99997735},"labels":[],"label_agreement":null},{"id":"W4409918357","doi":"10.62637/sup.ghst9020.20","title":"‘The present therefore seems improbable, the future most uncertain’","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Arts and Humanities Research Board","keywords":"Audience measurement; Vision; Publishing; Citizenship; Media studies; Futures contract; Sociology; Gender studies; Political science; Literature; Art; Politics; Law","score_opus":0.025835996425319807,"score_gpt":0.22518756604064757,"score_spread":0.19935156961532777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409918357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026289013,0.0101335915,0.0000036194708,0.031951804,0.0013692837,0.00037003926,0.00006574624,0.00012273612,0.95598054],"genre_scores_gemma":[0.0005472367,0.0018859983,0.00001162941,0.0010872268,0.0026572347,0.0000429693,0.00015865745,0.00003014383,0.9935789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883777,0.000062489584,0.00030360333,0.00022770574,0.00033663795,0.00023179503],"domain_scores_gemma":[0.99767727,0.00027730872,0.00018281894,0.0014732466,0.00034866767,0.000040714476],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005461761,0.0002751671,0.00018917362,0.000049648883,0.002288243,0.003487057,0.001690793,0.00020404326,0.0015717077],"category_scores_gemma":[0.000026462903,0.00011957439,0.00016239523,0.000015845153,0.00031191442,0.00035813093,0.00036367885,0.0011650132,0.000099861296],"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":[0.0000044566896,0.0000037707491,4.3731097e-7,0.000008155515,0.000070128975,3.6412214e-7,0.0011867657,0.0000012341926,6.534746e-8,0.6290861,0.3443721,0.02526642],"study_design_scores_gemma":[0.00006432989,0.000019298937,0.0000022579284,0.000053373984,0.00003966415,8.8995756e-7,0.0014879075,0.000076872195,3.5259194e-7,0.10382747,0.8942773,0.00015032737],"about_ca_topic_score_codex":0.0008680742,"about_ca_topic_score_gemma":0.012923001,"teacher_disagreement_score":0.5499052,"about_ca_system_score_codex":0.0000795153,"about_ca_system_score_gemma":0.00017780729,"threshold_uncertainty_score":0.999341},"labels":[],"label_agreement":null},{"id":"W4410063315","doi":"10.69554/mqhx3406","title":"Follow the money: Using an equity lens to create gift acceptance policies","year":2025,"lang":"en","type":"article","venue":"Journal of education advancement & marketing.","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Equity (law); Lens (geology); Through-the-lens metering; Economics; Pay Equity; Business; Labour economics; Political science; Engineering; Law","score_opus":0.08590655432707497,"score_gpt":0.3733126874374692,"score_spread":0.2874061331103942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410063315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72243106,0.0027190603,0.0011225224,0.054943886,0.0034641777,0.000367327,0.000008563344,0.000036103786,0.2149073],"genre_scores_gemma":[0.9849509,0.0002251338,0.0014481336,0.003723416,0.00067866215,0.00001123318,0.0000048799043,0.000010810907,0.008946839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985626,0.00036163008,0.00048727155,0.00011394155,0.00028640564,0.0001882065],"domain_scores_gemma":[0.99794567,0.00029186418,0.00047719537,0.00041375164,0.00080133165,0.00007019314],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026471808,0.00011548013,0.00016277054,0.0002336129,0.0007226971,0.001125857,0.0006979166,0.000023150566,0.0003480787],"category_scores_gemma":[0.0014670293,0.00008515611,0.00008228146,0.00014513682,0.00006761021,0.0020283228,0.00013928059,0.00026849716,0.000003735672],"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":[0.0011115357,0.0026897658,0.015361167,0.00016464091,0.00036220148,0.0000014424315,0.07304934,0.0017779708,0.0048399614,0.17104948,0.3122049,0.4173876],"study_design_scores_gemma":[0.00024257862,0.00007797139,0.010943047,0.0002671466,0.00006470476,0.0000031576396,0.02397657,0.00016184905,0.00008595101,0.0019395595,0.9621053,0.00013221872],"about_ca_topic_score_codex":0.00016138198,"about_ca_topic_score_gemma":0.00019811073,"teacher_disagreement_score":0.6499004,"about_ca_system_score_codex":0.00023825323,"about_ca_system_score_gemma":0.0004430488,"threshold_uncertainty_score":0.99991107},"labels":[],"label_agreement":null},{"id":"W4410189709","doi":"10.5430/wjel.v15n4p376","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 15, No. 4","year":2025,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.01867870828813416,"score_gpt":0.276534924610221,"score_spread":0.25785621632208683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410189709","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06888725,0.12872681,0.00025558186,0.0005589081,0.18663992,0.00089695136,0.0001518027,0.00014509662,0.6137377],"genre_scores_gemma":[0.4361393,0.0012337177,0.0036639557,0.00230691,0.10581748,0.000027666214,0.00007321257,0.00011612894,0.45062166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997671,0.00026190106,0.0011929858,0.00014074246,0.0004283989,0.00030493963],"domain_scores_gemma":[0.95346284,0.0004522697,0.001093011,0.00046093285,0.044400126,0.00013085079],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002974826,0.00022224472,0.000598047,0.0010262346,0.00025617462,0.0009409118,0.0011599559,0.00005455884,0.0022666515],"category_scores_gemma":[0.07979423,0.00017741903,0.0004647275,0.00031742235,0.00010313343,0.0017960548,0.0001306977,0.0009728374,0.000022307533],"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":[0.00009166224,0.00020680566,0.0002906167,0.00015590886,0.00024205002,0.0000089681125,0.0913908,0.0000040134664,0.00002636592,0.0020107334,0.89452976,0.011042331],"study_design_scores_gemma":[0.0013969297,0.000107828564,0.0000864698,0.0010966995,0.00019938916,4.5756002e-7,0.019022223,0.000006589218,0.00013853035,0.00020038453,0.97757894,0.00016557574],"about_ca_topic_score_codex":0.000014241426,"about_ca_topic_score_gemma":0.001198065,"teacher_disagreement_score":0.36725202,"about_ca_system_score_codex":0.00014101545,"about_ca_system_score_gemma":0.00018525065,"threshold_uncertainty_score":0.9986454},"labels":[],"label_agreement":null},{"id":"W4410768342","doi":"10.20944/preprints202505.1897.v1","title":"Rethinking Academic Publishing: A Call for Inclusive, Transparent, and Sustainable Reforms","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Publishing; Political science; Sociology; Law","score_opus":0.21340233223413693,"score_gpt":0.3625598681705151,"score_spread":0.14915753593637818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410768342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50632393,0.0027760102,0.00052601204,0.02659936,0.0017279122,0.0030715337,0.00043237707,0.00091416773,0.4576287],"genre_scores_gemma":[0.9328794,0.00062353146,0.00020332681,0.0007476595,0.00052617147,0.00059517875,0.00053850363,0.000041302592,0.06384495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969198,0.00025464836,0.0007809268,0.0009640747,0.00040086496,0.0006796677],"domain_scores_gemma":[0.9965125,0.00035245984,0.0004940899,0.001529251,0.0009488388,0.0001628587],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004479004,0.00041342308,0.0005546143,0.00043793648,0.0014046662,0.0022949376,0.002292718,0.0007595666,0.00015838946],"category_scores_gemma":[0.002546618,0.00039087044,0.00021754541,0.000083937724,0.00025545037,0.003435477,0.0053600147,0.0040004128,0.000012984432],"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":[0.00018386518,0.00012834248,0.029912397,0.002551032,0.0003243125,0.0000052169225,0.23843642,0.000108015265,0.000078525016,0.72085714,0.0052169766,0.0021977718],"study_design_scores_gemma":[0.00073376246,0.000024176374,0.0063240775,0.0008248321,0.00016611184,0.0000020753414,0.005014036,0.0004566028,0.0002659579,0.38789436,0.59766674,0.0006272646],"about_ca_topic_score_codex":0.003613113,"about_ca_topic_score_gemma":0.00083502126,"teacher_disagreement_score":0.5924498,"about_ca_system_score_codex":0.0004549116,"about_ca_system_score_gemma":0.0005368179,"threshold_uncertainty_score":0.9998954},"labels":[],"label_agreement":null},{"id":"W4410784308","doi":"10.5430/wjel.v15n5p439","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 15, No. 5","year":2025,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.018553626232346566,"score_gpt":0.2762962223256557,"score_spread":0.25774259609330913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410784308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069214456,0.12867688,0.0002550561,0.0005618635,0.18676752,0.00089735264,0.00015078238,0.00014519802,0.6133309],"genre_scores_gemma":[0.43315035,0.0012345114,0.0036663408,0.0023097694,0.10590177,0.00002768397,0.00007306892,0.000116224044,0.45352027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976708,0.00026209248,0.0011929538,0.00014075817,0.00042842125,0.00030493332],"domain_scores_gemma":[0.9531823,0.00045161188,0.001092578,0.00046069667,0.04468203,0.00013081571],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029761204,0.00022226378,0.000598136,0.0010261989,0.00025618487,0.00094055204,0.0011595781,0.000054561136,0.002266121],"category_scores_gemma":[0.0800501,0.0001774219,0.00046478186,0.0003175111,0.00010313387,0.0017960523,0.00013070344,0.00097293645,0.000022177466],"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":[0.00009033195,0.00020660293,0.00028944464,0.00015578374,0.00024179816,0.000008958362,0.09125588,0.0000040523505,0.000026509299,0.0020095573,0.89466554,0.011045517],"study_design_scores_gemma":[0.0013963608,0.00010659395,0.00008771588,0.0010975107,0.00019947326,4.5764915e-7,0.019032469,0.0000065495715,0.00013947533,0.0001994838,0.97756827,0.0001656132],"about_ca_topic_score_codex":0.0000143534835,"about_ca_topic_score_gemma":0.0012017908,"teacher_disagreement_score":0.3639359,"about_ca_system_score_codex":0.00014104218,"about_ca_system_score_gemma":0.0001854311,"threshold_uncertainty_score":0.99864596},"labels":[],"label_agreement":null},{"id":"W4410849331","doi":"10.24919/2308-4863/85-1-35","title":"CLIL METHODOLOGY IN TEACHING CANADIAN LITERATURE IN TERTIARY EDUCATION: SCAFFOLDING","year":2025,"lang":"en","type":"article","venue":"Humanities science current issues","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scaffold; Pedagogy; Mathematics education; Sociology; Higher education; Psychology; Computer science; Political science","score_opus":0.13764096735928147,"score_gpt":0.38609098152899274,"score_spread":0.24845001416971127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410849331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58175313,0.029158654,0.000007891439,0.0046935254,0.005003952,0.00029489468,0.000012918557,0.000093636656,0.37898138],"genre_scores_gemma":[0.9930105,0.00020005282,0.00037231133,0.0006848238,0.0002808129,0.00004567796,0.00003407287,0.0000065684194,0.0053651514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983192,0.00041495825,0.0003268307,0.00031850624,0.0001990034,0.00042146427],"domain_scores_gemma":[0.9991202,0.00015283014,0.00006411004,0.00039307983,0.00020477678,0.00006503087],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029368035,0.00014271699,0.00017411291,0.002128483,0.0010783653,0.0032660398,0.0010511186,0.000046036406,0.00014618988],"category_scores_gemma":[0.00066400884,0.00013753788,0.000033493598,0.0002413195,0.0005627891,0.0034958003,0.00014471596,0.0006832871,0.000011233479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015873575,0.00006098982,0.011296611,0.00003512114,0.0000013809744,9.580705e-7,0.10519197,0.0000027507892,0.00002277669,0.8570911,0.0026585087,0.023636207],"study_design_scores_gemma":[0.0001505354,0.00001595789,0.023454718,0.001386854,0.000005661776,0.0000014407884,0.038915135,0.00013312163,0.000031345433,0.041975964,0.893665,0.00026426784],"about_ca_topic_score_codex":0.073414646,"about_ca_topic_score_gemma":0.4171641,"teacher_disagreement_score":0.89100647,"about_ca_system_score_codex":0.00045501653,"about_ca_system_score_gemma":0.0009917688,"threshold_uncertainty_score":0.99776864},"labels":[],"label_agreement":null},{"id":"W4411096469","doi":"10.1515/jnhpr-2022-040201","title":"Favouring Responsible Publishing: Creating a Database of Researchers and Surveying Their Knowledge, Attitudes and Opinions towards Open Access Publishing and a New Field-Specific Journal","year":2022,"lang":"en","type":"article","venue":"Journal of Natural Health Product Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Canadian College of Naturopathic Medicine; University of Toronto; McMaster University; Impact; Ottawa Hospital","funders":"Government of Canada; Australian Government","keywords":"Publishing; Open access publishing; Field (mathematics); World Wide Web; Computer science; Data science; Library science; Political science; Mathematics; Law","score_opus":0.6141900344035045,"score_gpt":0.5292193797988152,"score_spread":0.08497065460468933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411096469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67042017,0.14027677,0.00001432762,0.18246225,0.00093070354,0.0008077308,0.00007478445,0.000019882798,0.0049933684],"genre_scores_gemma":[0.9896861,0.006323281,0.0012613331,0.00016773806,0.0010911677,0.000009090312,0.000024942668,0.000024535988,0.0014118244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918066,0.0049435515,0.00094932073,0.00036420705,0.0012869713,0.00064930005],"domain_scores_gemma":[0.99218696,0.0033149966,0.00081607635,0.0005222556,0.0025309543,0.00062872877],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.059342824,0.00015751315,0.00046108876,0.0014778982,0.0043841116,0.032050695,0.0028520382,0.0000377229,0.0001073988],"category_scores_gemma":[0.01651806,0.00012335277,0.000052408282,0.00066520524,0.00028357338,0.026062505,0.0061074756,0.006722487,1.2873785e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002109846,0.00046476978,0.01705768,0.0011909702,0.00023081573,0.00003567098,0.16139913,0.000011808275,0.00056247384,0.029264282,0.3420904,0.44558215],"study_design_scores_gemma":[0.0052988552,0.0026835438,0.109282605,0.0039182594,0.00002184606,0.0015821541,0.09965115,0.00036384276,0.00033781838,0.0145622175,0.761608,0.00068972533],"about_ca_topic_score_codex":0.009652148,"about_ca_topic_score_gemma":0.002457853,"teacher_disagreement_score":0.44489244,"about_ca_system_score_codex":0.00034703684,"about_ca_system_score_gemma":0.003838195,"threshold_uncertainty_score":0.99694264},"labels":[],"label_agreement":null},{"id":"W4411547904","doi":"10.1017/9781009578103.004","title":"Publishing for Professional Advantage","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Publishing; Computer science; Political science; Law","score_opus":0.04388000397505518,"score_gpt":0.22565594449941848,"score_spread":0.1817759405243633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411547904","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013006722,0.0002188107,0.00015498711,0.00032234483,0.0012363604,0.00053510437,0.0015137915,0.00021268537,0.9957929],"genre_scores_gemma":[0.0005594754,0.000033471217,0.00013202142,0.0002568046,0.00046749998,0.0000042101374,0.0008206038,0.00003303492,0.9976929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887854,0.000050183586,0.00021186878,0.0003762108,0.00024310086,0.00024007961],"domain_scores_gemma":[0.998162,0.00027311948,0.00026239076,0.0006490885,0.0005564011,0.000097000535],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003040296,0.00027445436,0.00030670952,0.00028354625,0.0009238986,0.0016371552,0.0011755574,0.0003110201,0.000024933737],"category_scores_gemma":[0.000096101394,0.0003015006,0.00024409062,0.0000032403864,0.0002152482,0.001594175,0.0005626877,0.0008920025,0.0000048065776],"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":[0.000044796587,0.000007459347,3.1169017e-7,0.00007782506,0.0000615602,0.000004865264,0.00035899866,8.4425544e-8,0.0000015284387,0.6149683,0.3827424,0.001731856],"study_design_scores_gemma":[0.00048366524,0.000025256593,0.0000012521234,0.0003684434,0.00013710686,8.5631524e-7,0.00033099938,0.000035471367,0.000008347175,0.0002544321,0.9980401,0.00031407978],"about_ca_topic_score_codex":0.00014023061,"about_ca_topic_score_gemma":0.000033340257,"teacher_disagreement_score":0.6152977,"about_ca_system_score_codex":0.00018556166,"about_ca_system_score_gemma":0.0002582335,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W4412061684","doi":"10.59350/bibliomagician.706","title":"In a day of a Bibliomagician (Shannon Gordon)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Mathematical economics","score_opus":0.08916009983476057,"score_gpt":0.30663849186896186,"score_spread":0.21747839203420127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412061684","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07167497,0.0006425035,0.000015629568,0.0031839837,0.0009436292,0.00017019564,0.00005143235,0.000050269602,0.92326736],"genre_scores_gemma":[0.9666957,0.00013301297,0.00013617768,0.00014835688,0.0002766054,0.000024675759,0.00007521876,0.000013561803,0.03249668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990262,0.00012908908,0.00032395133,0.0001997082,0.00018388475,0.00013717456],"domain_scores_gemma":[0.9980629,0.000061291474,0.00033288205,0.0013187255,0.00019273633,0.000031442207],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000985323,0.00013572432,0.00027819816,0.0013918828,0.00014669813,0.0019179705,0.0013606555,0.0001366228,0.0012978785],"category_scores_gemma":[0.00020315203,0.00011759795,0.000092466784,0.00006083737,0.00014874247,0.0010900907,0.00086362014,0.0006855828,0.000052929277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022119582,0.0004146055,0.0020509597,0.00028123448,0.00009220144,0.000012000669,0.08068753,0.000017444587,0.000094660136,0.77068806,0.13535993,0.01027926],"study_design_scores_gemma":[0.00031772052,0.000039071037,0.0052012587,0.00050627056,0.000022280215,6.8274704e-7,0.0011194837,0.00036451226,0.000093726805,0.09572774,0.8962454,0.00036181713],"about_ca_topic_score_codex":0.012915045,"about_ca_topic_score_gemma":0.018376604,"teacher_disagreement_score":0.8950207,"about_ca_system_score_codex":0.000029204764,"about_ca_system_score_gemma":0.00010257363,"threshold_uncertainty_score":0.9996151},"labels":[],"label_agreement":null},{"id":"W4412193200","doi":"10.59350/pkp.12062","title":"Canadian Symposium of Scholarly Journals / Symposium canadien des revues savantes","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Library science; Humanities; Art; Computer science","score_opus":0.050227376506424226,"score_gpt":0.2577361038925917,"score_spread":0.2075087273861675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412193200","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1440773,0.013011485,0.0000031188868,0.017785037,0.002515423,0.0003154699,0.0007616302,0.00019279569,0.82133776],"genre_scores_gemma":[0.92159265,0.0015578521,0.00028555025,0.00033333126,0.0007865507,0.000034081822,0.00016272084,0.00006638985,0.07518085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765384,0.00023962844,0.00075840956,0.00043648627,0.00039732963,0.0005143124],"domain_scores_gemma":[0.99660385,0.00012469066,0.0002900058,0.0011518584,0.0013496907,0.0004799186],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015843469,0.00035808235,0.0005038278,0.0011052542,0.0006777876,0.013893778,0.0017289078,0.0003233981,0.0013922731],"category_scores_gemma":[0.00027969445,0.00031584877,0.00026911983,0.00009455163,0.00028049859,0.0021609464,0.00088581746,0.00251074,0.00009409309],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020026684,0.000112513444,0.0051635676,0.0019120922,0.0010594233,0.00007988341,0.18637043,0.00013030274,0.0015435677,0.663076,0.13783672,0.0026954717],"study_design_scores_gemma":[0.0002745507,0.0002283264,0.0012056903,0.0065459847,0.0006205295,0.000059161302,0.013077796,0.00051684486,0.0007779023,0.22026591,0.75485456,0.0015727577],"about_ca_topic_score_codex":0.890065,"about_ca_topic_score_gemma":0.9707806,"teacher_disagreement_score":0.77751535,"about_ca_system_score_codex":0.00095835683,"about_ca_system_score_gemma":0.0019470598,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W4412194781","doi":"10.59350/pkp.11025","title":"Canadian Symposium of Scholarly Journals / Symposium canadien des revues savantes","year":2024,"lang":"fr","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.039224570568671346,"score_gpt":0.25435234315279937,"score_spread":0.21512777258412802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412194781","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1313801,0.054130245,0.0000064281603,0.058720052,0.0041374546,0.0004473466,0.0015499365,0.00014060638,0.7494878],"genre_scores_gemma":[0.70325124,0.0109135965,0.0006094077,0.00039512548,0.0012872078,0.00004253671,0.00020969199,0.000108625594,0.28318256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553066,0.00063659746,0.0014488332,0.00073327037,0.00062440784,0.0010262184],"domain_scores_gemma":[0.99403274,0.00031971856,0.0005306909,0.0016840617,0.0023597416,0.0010730652],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003088004,0.0006674078,0.00087561604,0.001412054,0.0018112204,0.021247033,0.002584302,0.0007016886,0.0029485084],"category_scores_gemma":[0.00049374066,0.000635543,0.0005156792,0.00023336906,0.0007811327,0.0042611547,0.0011660622,0.004135648,0.0003341401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016188242,0.000104587474,0.0048632743,0.0013032162,0.00079128676,0.00007067961,0.055482503,0.00013364726,0.0012098175,0.89463335,0.039447375,0.0019440887],"study_design_scores_gemma":[0.00020939758,0.00024059913,0.0023919728,0.0069552506,0.0006399211,0.00011022299,0.008573958,0.0004579682,0.00046021809,0.08272914,0.89616925,0.001062117],"about_ca_topic_score_codex":0.9681074,"about_ca_topic_score_gemma":0.9802204,"teacher_disagreement_score":0.8567219,"about_ca_system_score_codex":0.002576686,"about_ca_system_score_gemma":0.0036388237,"threshold_uncertainty_score":0.9996096},"labels":[],"label_agreement":null},{"id":"W4412195002","doi":"10.59350/pkp.11125","title":"Multilingual Publishing: PKP at UAL Editorial Lunch &amp;amp; Learn","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Political science; Art; Literature","score_opus":0.09526106855657396,"score_gpt":0.3057270202426719,"score_spread":0.21046595168609794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412195002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13684535,0.0016178973,0.000014231428,0.0074001215,0.27387476,0.00044628975,0.00041574036,0.0016234408,0.5777622],"genre_scores_gemma":[0.28467643,0.00007027901,0.0005828988,0.0003452523,0.22758794,0.00009224061,0.0037762225,0.00012908826,0.48273966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963196,0.0003305937,0.0007528866,0.000900785,0.0011568925,0.0005392467],"domain_scores_gemma":[0.9961722,0.00040732164,0.00029370387,0.0019282002,0.0009729346,0.00022566393],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022907367,0.00052860356,0.00050894043,0.0003887434,0.0008866757,0.03295476,0.0021922663,0.00088763,0.005761704],"category_scores_gemma":[0.0023877001,0.000458944,0.00040480518,0.00007013356,0.00027090465,0.0021225214,0.006875209,0.0058040065,0.0034542314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004934319,0.000090666996,0.000040542225,0.00012892402,0.00013519285,0.0000017951292,0.034981366,0.00002914333,0.000023690656,0.030372176,0.93180907,0.0023380744],"study_design_scores_gemma":[0.00026474948,0.000014181129,0.000016028787,0.0001365702,0.000088311914,0.0000024505148,0.0008398996,0.00008103782,0.000014105974,0.019524578,0.9784704,0.000547726],"about_ca_topic_score_codex":0.006420619,"about_ca_topic_score_gemma":0.034464613,"teacher_disagreement_score":0.14783107,"about_ca_system_score_codex":0.0004539202,"about_ca_system_score_gemma":0.00052697974,"threshold_uncertainty_score":0.99978626},"labels":[],"label_agreement":null},{"id":"W4412228436","doi":"10.1108/s1535-120320230000015006","title":"Reflections From <i>Advances in Global Leadership</i> 's Emerald Literati Award Winners","year":2023,"lang":"en","type":"article","venue":"Advances in global leadership","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Emerald; Management; History; Political science; Geology; Economics; Mineralogy","score_opus":0.16228058953261992,"score_gpt":0.3574640686063707,"score_spread":0.19518347907375078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412228436","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07594978,0.18091913,0.00031434148,0.09262951,0.008709832,0.0011920863,0.0014669519,0.002359214,0.6364592],"genre_scores_gemma":[0.9893391,0.0024839926,0.00053146156,0.0045647426,0.00068097387,0.0000888331,0.00042208697,0.000026242238,0.0018625719],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997093,0.00038518835,0.00059246336,0.0005935435,0.00044136934,0.0008944425],"domain_scores_gemma":[0.9987351,0.00025684648,0.00016554786,0.0006046561,0.00010677664,0.000131082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061135483,0.00032798445,0.00036765152,0.00018520265,0.00038307952,0.0009164017,0.00090980093,0.00015555923,0.00012738709],"category_scores_gemma":[0.0004196415,0.00033522566,0.00011917777,0.0010865657,0.00041983993,0.006916444,0.00010889928,0.00064921734,0.00025318557],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053372345,0.0006074971,0.12282428,0.00034196072,0.00010312174,0.00012275056,0.059862807,0.0063301604,0.00006120013,0.6547831,0.03258742,0.12184192],"study_design_scores_gemma":[0.0008436743,0.00008437075,0.0043805684,0.0003409573,0.000015111309,0.0000030996584,0.042141207,0.0001933378,0.000011807069,0.068289325,0.883195,0.0005015548],"about_ca_topic_score_codex":0.0020913836,"about_ca_topic_score_gemma":0.11168817,"teacher_disagreement_score":0.9133893,"about_ca_system_score_codex":0.0005491061,"about_ca_system_score_gemma":0.00008977456,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W4412764570","doi":"10.5430/wjel.v15n6p444","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 15, No. 6, Special Issue","year":2025,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Library science; Philosophy","score_opus":0.016588890578269434,"score_gpt":0.2756441928207382,"score_spread":0.25905530224246875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412764570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020008527,0.04193488,0.000074353455,0.00042550004,0.18149386,0.0005732105,0.00010432143,0.0000740155,0.7553113],"genre_scores_gemma":[0.06337135,0.0008487114,0.0022224325,0.0016165241,0.4227177,0.000016746984,0.0000570554,0.00008682222,0.50906265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975362,0.00026943092,0.0012462867,0.00015314383,0.00047146904,0.0003234873],"domain_scores_gemma":[0.9585251,0.00040701032,0.0010980369,0.0004514866,0.0393797,0.00013866226],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027547304,0.00023965945,0.00064621295,0.0010334008,0.00027642283,0.0010285806,0.0011955089,0.00006116913,0.0072025224],"category_scores_gemma":[0.07046432,0.00019554744,0.00047237548,0.00032583033,0.00011369862,0.0018019861,0.00013892975,0.0010228208,0.000044922002],"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":[0.00010601328,0.00019417454,0.0001741863,0.00012353864,0.00019871848,0.000010384611,0.08720111,0.000002940484,0.000013790618,0.0014735637,0.8944977,0.016003907],"study_design_scores_gemma":[0.0014694306,0.00011425459,0.00007271253,0.0009414803,0.0001966439,4.8276866e-7,0.018751862,0.0000039374136,0.00012859116,0.00017967222,0.9779621,0.00017883338],"about_ca_topic_score_codex":0.000013056453,"about_ca_topic_score_gemma":0.001610541,"teacher_disagreement_score":0.24624868,"about_ca_system_score_codex":0.00015788688,"about_ca_system_score_gemma":0.00018985965,"threshold_uncertainty_score":0.99370503},"labels":[],"label_agreement":null},{"id":"W4412829673","doi":"10.22329/jtl.v19i3.8285","title":"Open Publishing Student Research Projects: A Conversation and Reflection","year":2025,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Thompson Rivers University; University of Windsor","funders":"University of Windsor","keywords":"Conversation; Reflection (computer programming); Publishing; Sociology; Psychology; Computer science; Political science; Communication; Programming language","score_opus":0.2418046212325144,"score_gpt":0.43646767042834195,"score_spread":0.19466304919582755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412829673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8757914,0.0009757993,0.00014012285,0.010513422,0.00029640834,0.00011031362,2.4862985e-7,0.000020639915,0.1121517],"genre_scores_gemma":[0.9930368,0.00008790307,0.0005319869,0.00013981477,0.00022469614,0.0000026314901,0.0000019603829,0.0000054407583,0.0059687663],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974343,0.0018103631,0.0002717521,0.00010660442,0.0002574869,0.00011948214],"domain_scores_gemma":[0.99868226,0.0005799634,0.00022197052,0.00009520414,0.00037859599,0.00004198003],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016460473,0.00005798671,0.00013418414,0.00044618952,0.0020199274,0.011865524,0.0003812187,0.000043190743,0.000012005006],"category_scores_gemma":[0.0040839617,0.00004736155,0.000021239004,0.000064844724,0.00007310378,0.0050960155,0.00032500163,0.0031759995,4.77855e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015341492,0.0001518108,0.029456442,0.000087856955,0.00016400329,0.0000050325652,0.5435931,0.000046011173,0.0006334944,0.162883,0.015289953,0.24753587],"study_design_scores_gemma":[0.0010432521,0.0003945321,0.010930612,0.0006822059,0.000039622046,0.000025810617,0.23362863,0.0006469552,0.000011375603,0.0042074984,0.74827516,0.00011432893],"about_ca_topic_score_codex":0.0011475809,"about_ca_topic_score_gemma":0.00013481616,"teacher_disagreement_score":0.7329852,"about_ca_system_score_codex":0.000083191095,"about_ca_system_score_gemma":0.00008838309,"threshold_uncertainty_score":0.9992793},"labels":[],"label_agreement":null},{"id":"W4413501817","doi":"10.64628/aan.3gsw56mjg","title":"Membebaskan biaya penulis dapat mendorong kemajuan jurnal akses terbuka: belajar dari Kanada","year":2022,"lang":"id","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science","score_opus":0.03602466972911521,"score_gpt":0.23046262772610102,"score_spread":0.19443795799698582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413501817","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120819755,0.0076258653,0.000016702028,0.009415629,0.003458417,0.00047594728,0.000459067,0.00032812398,0.8574005],"genre_scores_gemma":[0.77741927,0.0004070804,0.0000923873,0.0013758376,0.0006590464,0.00008155464,0.0003574606,0.000070537804,0.21953681],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529964,0.001065162,0.0008830602,0.00066119665,0.0012725753,0.00081837195],"domain_scores_gemma":[0.99707407,0.0003462186,0.00045596668,0.0015381695,0.00027126668,0.00031430874],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016919421,0.00050173496,0.00055297674,0.00037927125,0.0073774634,0.005611152,0.00226403,0.00010940906,0.064832225],"category_scores_gemma":[0.0001567844,0.0004928789,0.00032095698,0.00024195167,0.000312291,0.0031373177,0.0017590399,0.0020285223,0.00030541193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016332953,0.0013437683,0.0034041894,0.00017672105,0.00074368785,0.00010686115,0.066871546,0.000064977765,0.00047216137,0.16651323,0.75074154,0.009397968],"study_design_scores_gemma":[0.0008602478,0.00037739243,0.0011042035,0.000064792905,0.00017471125,0.000043891836,0.029129682,0.00029161994,0.00009512939,0.0008280985,0.9663464,0.0006838206],"about_ca_topic_score_codex":0.023325486,"about_ca_topic_score_gemma":0.022997176,"teacher_disagreement_score":0.6565995,"about_ca_system_score_codex":0.00057420426,"about_ca_system_score_gemma":0.000504379,"threshold_uncertainty_score":0.9997523},"labels":[],"label_agreement":null},{"id":"W4413722418","doi":"10.64628/aam.rk3wtj9r9","title":"Five amazing books to read this summer","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"History","score_opus":0.12747633502457228,"score_gpt":0.3096831408402689,"score_spread":0.1822068058156966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413722418","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006225574,0.000378238,0.000038516348,0.0075712204,0.0014386047,0.00022418078,0.00005403065,0.00022018781,0.98384947],"genre_scores_gemma":[0.40342474,0.000059608887,0.0005765694,0.0012296833,0.000880056,0.000058414833,0.00013436831,0.00002689492,0.5936097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989071,0.00008875398,0.0002399967,0.00032869139,0.00022321202,0.00021227005],"domain_scores_gemma":[0.9973817,0.00007351342,0.00019862606,0.0019422788,0.0003034479,0.00010045941],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060303294,0.00019920037,0.00024874782,0.00014212777,0.00091806555,0.0075131105,0.0016480511,0.00015533675,0.0033289837],"category_scores_gemma":[0.00031621632,0.0001710864,0.00012480345,0.000005285137,0.00014098814,0.0006854162,0.0016498021,0.001005327,0.0007167416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008648531,0.000030222378,0.000079493075,0.00003415197,0.00006710692,0.000002139995,0.057160273,0.000006225328,0.000006214018,0.33681625,0.5920854,0.013703875],"study_design_scores_gemma":[0.00006338306,0.0000161205,0.00012811758,0.00022115528,0.000024008856,3.1767118e-7,0.0012982833,0.00006005607,0.000015287087,0.009401173,0.9884987,0.0002734371],"about_ca_topic_score_codex":0.022832885,"about_ca_topic_score_gemma":0.012218304,"teacher_disagreement_score":0.39719915,"about_ca_system_score_codex":0.00006851145,"about_ca_system_score_gemma":0.00009746773,"threshold_uncertainty_score":0.99758214},"labels":[],"label_agreement":null},{"id":"W4413932764","doi":"10.5430/wjel.v16n1p383","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 16, No. 1","year":2025,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Linguistics; Philosophy","score_opus":0.01898314036687078,"score_gpt":0.27672802140527786,"score_spread":0.2577448810384071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413932764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054544263,0.105935976,0.0002817259,0.0004701695,0.16124043,0.00077492767,0.0001308856,0.0001252718,0.6764963],"genre_scores_gemma":[0.46659964,0.0011016028,0.0026385575,0.0020484263,0.093064934,0.000025086112,0.000070950984,0.00010241798,0.4343484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976788,0.00026328812,0.0011876116,0.00014020459,0.00042589122,0.00030416573],"domain_scores_gemma":[0.95323396,0.00045181427,0.0010947664,0.00045961494,0.044629373,0.0001304683],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029925357,0.00022187406,0.0005964113,0.0010232739,0.000257028,0.00093491416,0.0011487288,0.00005447352,0.0023910205],"category_scores_gemma":[0.080173604,0.00017719647,0.000467084,0.00031616623,0.000101979844,0.0017801677,0.00012987986,0.00096904335,0.000020300151],"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":[0.000091623515,0.0002113337,0.00028047018,0.00015392603,0.0002410018,0.000007237086,0.08003481,0.000003192917,0.000020755451,0.0022160343,0.90352833,0.013211285],"study_design_scores_gemma":[0.0014232674,0.00010676724,0.000068487534,0.0010907688,0.00019896361,4.541984e-7,0.020104649,0.0000046915816,0.00014709041,0.00023920396,0.97645086,0.00016479772],"about_ca_topic_score_codex":0.000018075685,"about_ca_topic_score_gemma":0.0014722185,"teacher_disagreement_score":0.41205537,"about_ca_system_score_codex":0.00018941026,"about_ca_system_score_gemma":0.00018600508,"threshold_uncertainty_score":0.9985209},"labels":[],"label_agreement":null},{"id":"W4414290961","doi":"10.1353/bkb.2025.a969639","title":"Amplifying Indigenous Voices: Four Indigenous Publishing Houses","year":2025,"lang":"en","type":"article","venue":"Bookbird/Book bird","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Publishing; Project commissioning; Underpinning; Work (physics); Field (mathematics)","score_opus":0.05558680024030778,"score_gpt":0.25534210874151025,"score_spread":0.1997553085012025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414290961","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2363515,0.023341812,0.0009629459,0.0040265378,0.0038001775,0.0015406673,0.00009410998,0.0056806966,0.72420156],"genre_scores_gemma":[0.92955154,0.00038300187,0.00043883864,0.0069459495,0.000926515,0.00014708676,0.00004842622,0.00014631916,0.061412346],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740577,0.00022950408,0.0006368781,0.0005033636,0.00048681896,0.00073769287],"domain_scores_gemma":[0.9976661,0.000312741,0.00030671933,0.0011450985,0.00041151204,0.00015783304],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011136138,0.00036101002,0.00040121024,0.0006565411,0.0023775622,0.011531001,0.001742523,0.0002247626,0.000359909],"category_scores_gemma":[0.0004862221,0.0003465308,0.00019217437,0.0001904814,0.00024196832,0.0070582717,0.0004109426,0.0010208507,0.000471535],"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":[0.00013535084,0.00063799217,0.017950088,0.0004529835,0.0007268803,0.000074506956,0.37048528,0.000036029152,0.000780352,0.33677158,0.13874635,0.13320261],"study_design_scores_gemma":[0.00051202986,0.00006969017,0.0019362813,0.00022361623,0.00006662668,0.000006242021,0.0037594119,0.000019208288,0.0001638351,0.008285508,0.98450667,0.0004508696],"about_ca_topic_score_codex":0.0056412015,"about_ca_topic_score_gemma":0.008407935,"teacher_disagreement_score":0.84576035,"about_ca_system_score_codex":0.00027818285,"about_ca_system_score_gemma":0.0005244542,"threshold_uncertainty_score":0.9998987},"labels":[],"label_agreement":null},{"id":"W4414401791","doi":"10.1080/19376529.2025.2559982","title":"Podcast or Perish: Peer review and Knowledge Creation for the 21st Century","year":2025,"lang":"en","type":"article","venue":"Journal of Radio & Audio Media","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Knowledge creation; Peer review; Social knowledge; Knowledge production","score_opus":0.05251269208914578,"score_gpt":0.31023925154563853,"score_spread":0.25772655945649275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414401791","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072931955,0.7377375,0.00017884445,0.1405577,0.0047397334,0.0006873229,0.00006557981,0.000040518822,0.108699605],"genre_scores_gemma":[0.62053,0.30160108,0.00078793406,0.0039021561,0.004218961,0.0000540618,0.000054072294,0.00003641071,0.068815306],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991574,0.00011298179,0.00035458506,0.0000680602,0.0002010456,0.00010590415],"domain_scores_gemma":[0.9976714,0.0007588457,0.00026396813,0.00020249226,0.0010511087,0.000052182128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019923532,0.000086046864,0.00023882597,0.000097680546,0.0003854662,0.00057106686,0.00035059496,0.000035032488,0.00016486074],"category_scores_gemma":[0.0026159934,0.00004716286,0.000101570906,0.00006164133,0.00010906294,0.00067807117,0.000036055062,0.00032153795,0.0000026246955],"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":[0.00008060291,0.00008760326,0.000149629,0.00039284152,0.00020411746,0.0000015184195,0.038602326,4.7421923e-7,0.000021364482,0.041271254,0.77475137,0.14443693],"study_design_scores_gemma":[0.00037509046,0.000055082863,0.0014103103,0.0005382915,0.00030528443,0.000024727957,0.004343079,0.000013573527,0.0000045709467,0.00023329505,0.9926406,0.00005609417],"about_ca_topic_score_codex":0.000012361447,"about_ca_topic_score_gemma":0.00016207293,"teacher_disagreement_score":0.61323684,"about_ca_system_score_codex":0.00005651628,"about_ca_system_score_gemma":0.00018957262,"threshold_uncertainty_score":0.5506811},"labels":[],"label_agreement":null},{"id":"W4415967783","doi":"10.3998/jep.7849","title":"Mobilizing Knowledge in the Humanities and Social Sciences: Exploring Competing Articulations of Openness in Policy and Practice","year":2025,"lang":"","type":"article","venue":"Journal of Electronic Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publics; Legitimation; Expansive; Outreach; Set (abstract data type); Work (physics); Knowledge sharing; Process (computing); Public engagement","score_opus":0.17131121124874782,"score_gpt":0.3598168588279841,"score_spread":0.18850564757923627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415967783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9124168,0.022241432,0.000032339663,0.021786405,0.00021053349,0.00019994339,0.0000027815086,0.0000058706673,0.043103866],"genre_scores_gemma":[0.9978627,0.0011064743,0.00008512451,0.00048523906,0.00036899323,0.000010835786,0.00000156879,0.000009491027,0.00006957348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9958661,0.0017567028,0.0012359763,0.00020360507,0.00040149465,0.0005361264],"domain_scores_gemma":[0.99309814,0.0050081667,0.0010293488,0.000180604,0.00066376023,0.000019960758],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.018801346,0.00018134112,0.0004354682,0.001629974,0.0017796296,0.015376708,0.0010035394,0.00009234396,0.000005808995],"category_scores_gemma":[0.0073818993,0.00015055708,0.00007662821,0.0009133328,0.0007150251,0.025772104,0.00035352446,0.0019691284,9.484362e-8],"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":[0.00004942289,0.00022925643,0.0012381035,0.00012461982,0.000050351016,0.0000022469956,0.20916441,0.00014289857,0.000108867935,0.78489983,0.00010263251,0.003887334],"study_design_scores_gemma":[0.0023747524,0.0004433425,0.021639373,0.002655538,0.0001934977,0.00012936357,0.82975006,0.003364572,0.000024435678,0.02156689,0.11748448,0.0003737059],"about_ca_topic_score_codex":0.0016889696,"about_ca_topic_score_gemma":0.0053990805,"teacher_disagreement_score":0.76333296,"about_ca_system_score_codex":0.00044915007,"about_ca_system_score_gemma":0.0019225642,"threshold_uncertainty_score":0.99951994},"labels":[],"label_agreement":null},{"id":"W4416229471","doi":"10.5430/wjel.v16n1p442","title":"Reviewer Acknowledgements for World Journal of English Language, Vol. 16, No. 1","year":2025,"lang":"","type":"article","venue":"World Journal of English Language","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Islam; State (computer science); Public university; Viet nam; Vocational education; English language; Technical university","score_opus":0.018578393973552855,"score_gpt":0.28139795080915214,"score_spread":0.26281955683559927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416229471","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029184671,0.3462085,0.00026580633,0.00048436574,0.24917915,0.0011074288,0.0002691585,0.00007887921,0.373222],"genre_scores_gemma":[0.35213596,0.0065856352,0.0021014086,0.0019391489,0.1433498,0.000027902037,0.00008794857,0.0001684129,0.4936038],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430877,0.0007971716,0.003012165,0.0003083982,0.0008942459,0.0006792593],"domain_scores_gemma":[0.8935509,0.0010201543,0.0030556682,0.00091565656,0.10115028,0.00030737065],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0069163167,0.0005449573,0.0014315926,0.00224948,0.0006466178,0.0027747827,0.0024543141,0.00016200382,0.005819212],"category_scores_gemma":[0.17320527,0.00046719605,0.0012291628,0.0008098895,0.00025461643,0.0036062992,0.0003511959,0.0025649618,0.00003887267],"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":[0.0002941556,0.00063253334,0.0003554984,0.00059635326,0.00082086626,0.000020410052,0.1281131,0.000007768345,0.00002223386,0.0019034207,0.8420253,0.02520839],"study_design_scores_gemma":[0.0032252038,0.0003108838,0.00009489766,0.0048399186,0.00084606267,0.0000011072433,0.044734124,0.0000134854945,0.00017788228,0.0002474353,0.94512147,0.00038750636],"about_ca_topic_score_codex":0.000031270254,"about_ca_topic_score_gemma":0.0017415761,"teacher_disagreement_score":0.33962288,"about_ca_system_score_codex":0.00052131666,"about_ca_system_score_gemma":0.0006213435,"threshold_uncertainty_score":0.999778},"labels":[],"label_agreement":null},{"id":"W4416781243","doi":"10.59350/5fybh-7kp49","title":"Leveraging Expertise and Building Capacity: An Interview with Coalition Publica's Tanja Niemann and Kevin Stranack on Canada's Diamond Open Access Future","year":2025,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Public access; Publishing; Project commissioning; Access to information","score_opus":0.10666730402279265,"score_gpt":0.32358561243403505,"score_spread":0.2169183084112424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416781243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8924966,0.004761062,0.00034971195,0.052812733,0.0006601226,0.0009676649,0.00011374948,0.0000824783,0.04775589],"genre_scores_gemma":[0.9890493,0.001171495,0.00020069539,0.005557932,0.0002577513,0.000054791693,0.00009468933,0.000033207612,0.0035801362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971245,0.000703122,0.00056333793,0.00077095587,0.00037569707,0.00046238062],"domain_scores_gemma":[0.9979641,0.00016538375,0.00024148708,0.00095076556,0.00036458106,0.00031371272],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001248637,0.00045408963,0.0005507826,0.00029468804,0.0020796896,0.040044118,0.0019138643,0.00014122993,0.0004287234],"category_scores_gemma":[0.000077476776,0.0003735641,0.00003765693,0.00021958802,0.0002756786,0.012539029,0.0011936707,0.00083253684,4.183827e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003533807,0.0006155018,0.006006386,0.0011433694,0.0006509414,0.000025011592,0.05176947,0.000022586792,0.000096741074,0.60180753,0.08009089,0.2574182],"study_design_scores_gemma":[0.0028476967,0.00056094927,0.04743952,0.0039043261,0.00028912805,0.000017425551,0.06398395,0.002834949,0.00020652727,0.0041666273,0.87227833,0.0014705807],"about_ca_topic_score_codex":0.58002067,"about_ca_topic_score_gemma":0.88345844,"teacher_disagreement_score":0.79218745,"about_ca_system_score_codex":0.0003295808,"about_ca_system_score_gemma":0.0005893628,"threshold_uncertainty_score":0.9998716},"labels":[],"label_agreement":null},{"id":"W4416781282","doi":"10.59350/m0qyw-pyx90","title":"Leveraging Expertise and Building Capacity: An Interview with Coalition Publica's Tanja Niemann and Kevin Stranack on Canada's Diamond Open Access Future","year":2025,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Public access; Publishing; Project commissioning; Access to information","score_opus":0.10666730402279265,"score_gpt":0.32358561243403505,"score_spread":0.2169183084112424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416781282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8924966,0.004761062,0.00034971195,0.052812733,0.0006601226,0.0009676649,0.00011374948,0.0000824783,0.04775589],"genre_scores_gemma":[0.9890493,0.001171495,0.00020069539,0.005557932,0.0002577513,0.000054791693,0.00009468933,0.000033207612,0.0035801362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971245,0.000703122,0.00056333793,0.00077095587,0.00037569707,0.00046238062],"domain_scores_gemma":[0.9979641,0.00016538375,0.00024148708,0.00095076556,0.00036458106,0.00031371272],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001248637,0.00045408963,0.0005507826,0.00029468804,0.0020796896,0.040044118,0.0019138643,0.00014122993,0.0004287234],"category_scores_gemma":[0.000077476776,0.0003735641,0.00003765693,0.00021958802,0.0002756786,0.012539029,0.0011936707,0.00083253684,4.183827e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003533807,0.0006155018,0.006006386,0.0011433694,0.0006509414,0.000025011592,0.05176947,0.000022586792,0.000096741074,0.60180753,0.08009089,0.2574182],"study_design_scores_gemma":[0.0028476967,0.00056094927,0.04743952,0.0039043261,0.00028912805,0.000017425551,0.06398395,0.002834949,0.00020652727,0.0041666273,0.87227833,0.0014705807],"about_ca_topic_score_codex":0.58002067,"about_ca_topic_score_gemma":0.88345844,"teacher_disagreement_score":0.79218745,"about_ca_system_score_codex":0.0003295808,"about_ca_system_score_gemma":0.0005893628,"threshold_uncertainty_score":0.9998716},"labels":[],"label_agreement":null},{"id":"W4416879779","doi":"10.32782/tps2663-4880/2025.42.2.27","title":"RETHINKING FEMINIST TRANSLATION: THEORY ASPECT","year":2025,"lang":"","type":"article","venue":"Тrаnscarpathian Philological Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feminist theory; Translation studies; Feminist philosophy; Feminism; Cultural turn; Translation (biology)","score_opus":0.18115826939879748,"score_gpt":0.33308780110371045,"score_spread":0.15192953170491297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416879779","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01704303,0.20976959,0.0002183515,0.043398958,0.003846174,0.0006679028,0.000100530095,0.00054646126,0.724409],"genre_scores_gemma":[0.9757395,0.006117808,0.00031677014,0.0044504525,0.0011867792,0.000091366615,0.00003594693,0.000029998559,0.012031418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945878,0.0018903943,0.0012447936,0.00094624446,0.00055581256,0.0007749655],"domain_scores_gemma":[0.9947323,0.0030227744,0.000390573,0.001146351,0.0005740647,0.0001339416],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004227417,0.00067958276,0.0010910073,0.00031913066,0.005175696,0.0024277521,0.0014839956,0.0004990944,0.00081301434],"category_scores_gemma":[0.002256868,0.0005403048,0.0005507526,0.00040768003,0.0025828227,0.00089048623,0.00069925917,0.0019860887,0.00013078658],"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":[0.00017210274,0.00025749774,0.0007032548,0.00016773099,0.0008992942,0.000019962217,0.071698375,0.0000049153373,0.0000137258985,0.88193846,0.0075661535,0.036558513],"study_design_scores_gemma":[0.00061207503,0.0002653822,0.0011717483,0.00057099666,0.0003723651,0.000005011376,0.014827048,0.00004955495,0.000017486413,0.6545733,0.3270424,0.0004925875],"about_ca_topic_score_codex":0.00003836207,"about_ca_topic_score_gemma":0.00016639988,"teacher_disagreement_score":0.9586964,"about_ca_system_score_codex":0.0002778289,"about_ca_system_score_gemma":0.00015391277,"threshold_uncertainty_score":0.99970484},"labels":[],"label_agreement":null},{"id":"W4416983487","doi":"10.3828/index.2025.33","title":"LLM-generated book indexes: can they replace professionally created indexes?","year":2025,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Index (typography); Completeness (order theory); Navigability; Glossary","score_opus":0.024606763742461596,"score_gpt":0.25371832850771303,"score_spread":0.22911156476525144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416983487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6077028,0.0015389359,0.000020438307,0.03256065,0.001204637,0.0007132462,0.00006161054,0.0004880062,0.3557097],"genre_scores_gemma":[0.7905557,0.00003865954,0.000013205211,0.005022148,0.000200327,0.00007462368,0.00008736203,0.000020081974,0.20398787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982805,0.00043271852,0.00037952638,0.00027021827,0.00032488166,0.000312119],"domain_scores_gemma":[0.9981107,0.00024862046,0.0001655632,0.0010539094,0.00036240258,0.000058777412],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010681996,0.00021078999,0.00021507217,0.00017358338,0.0013712693,0.0011336813,0.0010746219,0.00014047457,0.00090498186],"category_scores_gemma":[0.0002535615,0.00013364948,0.00007840632,0.0001431596,0.0002253945,0.0007003072,0.00027744262,0.00085239555,0.00007126062],"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":[0.0002997801,0.00043312975,0.0060811425,0.00004315002,0.0003390439,0.0000060093794,0.06957898,0.000091313545,0.0010391886,0.43038613,0.48812038,0.003581768],"study_design_scores_gemma":[0.0009250517,0.00006703489,0.00562297,0.00029334665,0.000081011785,0.0000032588566,0.0039092153,0.0002742908,0.0008657746,0.017083375,0.9704797,0.0003949327],"about_ca_topic_score_codex":0.0021062288,"about_ca_topic_score_gemma":0.004347438,"teacher_disagreement_score":0.48235938,"about_ca_system_score_codex":0.000111187735,"about_ca_system_score_gemma":0.00036195337,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W4416983547","doi":"10.3828/index.2025.36","title":"‘Location! Location! Location!’: a report on the ISC/SCI Conference, Vancouver, 2025","year":2025,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Jigsaw; Session (web analytics); Morning; Attendance; Thursday","score_opus":0.05087195684643931,"score_gpt":0.26491689578340966,"score_spread":0.21404493893697035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416983547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019570608,0.0008316915,0.002357731,0.06806982,0.0028371583,0.0007835931,0.000008848276,0.00025056678,0.90529],"genre_scores_gemma":[0.82398397,0.00002027287,0.000015804131,0.0034341975,0.00024646663,0.00013441703,0.00003224214,0.000010352039,0.17212225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998582,0.00023790254,0.00039968762,0.00023804836,0.0003459016,0.0001964531],"domain_scores_gemma":[0.99652326,0.0004806773,0.0002121462,0.0015537078,0.0011982925,0.000031918487],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014118372,0.00015776925,0.0001398825,0.00012651656,0.0014887386,0.0012602818,0.0010722067,0.000067871944,0.0006727682],"category_scores_gemma":[0.00080286316,0.0000916152,0.000049662915,0.00036027588,0.00035013634,0.0006092475,0.00013947515,0.00052313856,0.00023604416],"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":[0.000012767673,0.000068197034,0.00019926984,0.0000139707345,0.000040878025,6.755354e-7,0.0060883486,0.00013945453,0.0000034996506,0.669505,0.32252827,0.0013996585],"study_design_scores_gemma":[0.00022473861,0.000023300006,0.003606406,0.00021993041,0.000050609233,0.0000023474465,0.006522145,0.00110172,0.000069739785,0.05092111,0.93707633,0.00018161203],"about_ca_topic_score_codex":0.0010220853,"about_ca_topic_score_gemma":0.004689828,"teacher_disagreement_score":0.8044134,"about_ca_system_score_codex":0.00009774712,"about_ca_system_score_gemma":0.0004991372,"threshold_uncertainty_score":0.9998112},"labels":[],"label_agreement":null},{"id":"W4417081209","doi":"10.59350/bz61w-bzd42","title":"Canadian Symposium of Scholarly Journals / Symposium canadien des revues savantes","year":2024,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarly communication; Digital humanities; History of the book","score_opus":0.038388451084230356,"score_gpt":0.25541203173587185,"score_spread":0.21702358065164148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417081209","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14232345,0.0887187,0.000019385789,0.032948405,0.003194463,0.00037891592,0.0007213392,0.00018388443,0.7315115],"genre_scores_gemma":[0.8821158,0.010192133,0.00016802072,0.000391357,0.00085437065,0.000013953696,0.000053758788,0.00007596463,0.10613466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610317,0.0005004525,0.001229729,0.00055205036,0.00059447717,0.0010200989],"domain_scores_gemma":[0.9955574,0.0004140519,0.00023032528,0.001117244,0.0016473299,0.0010336048],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0029530013,0.000464843,0.00057532254,0.0016731608,0.00210728,0.03519854,0.0017334823,0.00032106356,0.0053076935],"category_scores_gemma":[0.0004368531,0.00042563595,0.00035573213,0.00044728385,0.0005930304,0.016294245,0.00020488043,0.0017338142,0.0001953467],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003073717,0.00015359001,0.007910656,0.0012600537,0.0010409007,0.0001587904,0.15843043,0.000035111523,0.005985813,0.743432,0.073165156,0.0083967745],"study_design_scores_gemma":[0.0002556376,0.00048313907,0.0015866057,0.0046068737,0.00042576136,0.00012814342,0.015165529,0.001285597,0.00091948843,0.010323521,0.963939,0.0008806788],"about_ca_topic_score_codex":0.8667241,"about_ca_topic_score_gemma":0.94913536,"teacher_disagreement_score":0.8907739,"about_ca_system_score_codex":0.0014863028,"about_ca_system_score_gemma":0.0030923837,"threshold_uncertainty_score":0.9998195},"labels":[],"label_agreement":null},{"id":"W4417081602","doi":"10.59350/s645h-rfq52","title":"Save the date / À vos calendriers : Canadian Symposium of Scholarly Journals / Symposium canadien des revues savantes","year":2024,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); History of the book","score_opus":0.04238130047309998,"score_gpt":0.25464036153879505,"score_spread":0.21225906106569506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417081602","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112155996,0.08386437,0.00003432379,0.10661884,0.004648133,0.00086026255,0.002048654,0.00020058893,0.6895688],"genre_scores_gemma":[0.91888934,0.012172253,0.00009089091,0.0008218902,0.00083799986,0.000026835358,0.000072623785,0.000084573854,0.067003585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99530154,0.0008724296,0.0012932537,0.00061444944,0.00072127255,0.0011970226],"domain_scores_gemma":[0.994915,0.00070653716,0.0003076984,0.0016515141,0.0014630455,0.0009562233],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004023311,0.00054441794,0.00057639676,0.0010694746,0.0037527462,0.029515084,0.0026572084,0.00030386343,0.0031584306],"category_scores_gemma":[0.00060856197,0.00039223282,0.00038773814,0.0005085586,0.001377738,0.012352551,0.00031193183,0.002391369,0.00012234173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038954277,0.000092355454,0.003594983,0.00065210176,0.0013027268,0.00012579476,0.23847385,0.000064833854,0.0026037279,0.6601376,0.08485713,0.008055926],"study_design_scores_gemma":[0.00019858874,0.00027463346,0.0010923458,0.0020920823,0.00046655105,0.0001070322,0.024449898,0.001581069,0.0005500867,0.0027596722,0.96580946,0.0006185784],"about_ca_topic_score_codex":0.77487797,"about_ca_topic_score_gemma":0.93211794,"teacher_disagreement_score":0.88095236,"about_ca_system_score_codex":0.0006155792,"about_ca_system_score_gemma":0.0029554982,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W4417081621","doi":"10.59350/71agy-8vs84","title":"Canadian Symposium of Scholarly Journals / Symposium canadien des revues savantes","year":2024,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Join (topology); Public access","score_opus":0.038388451084230356,"score_gpt":0.25541203173587185,"score_spread":0.21702358065164148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417081621","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14232345,0.0887187,0.000019385789,0.032948405,0.003194463,0.00037891592,0.0007213392,0.00018388443,0.7315115],"genre_scores_gemma":[0.8821158,0.010192133,0.00016802072,0.000391357,0.00085437065,0.000013953696,0.000053758788,0.00007596463,0.10613466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610317,0.0005004525,0.001229729,0.00055205036,0.00059447717,0.0010200989],"domain_scores_gemma":[0.9955574,0.0004140519,0.00023032528,0.001117244,0.0016473299,0.0010336048],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0029530013,0.000464843,0.00057532254,0.0016731608,0.00210728,0.03519854,0.0017334823,0.00032106356,0.0053076935],"category_scores_gemma":[0.0004368531,0.00042563595,0.00035573213,0.00044728385,0.0005930304,0.016294245,0.00020488043,0.0017338142,0.0001953467],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003073717,0.00015359001,0.007910656,0.0012600537,0.0010409007,0.0001587904,0.15843043,0.000035111523,0.005985813,0.743432,0.073165156,0.0083967745],"study_design_scores_gemma":[0.0002556376,0.00048313907,0.0015866057,0.0046068737,0.00042576136,0.00012814342,0.015165529,0.001285597,0.00091948843,0.010323521,0.963939,0.0008806788],"about_ca_topic_score_codex":0.8667241,"about_ca_topic_score_gemma":0.94913536,"teacher_disagreement_score":0.8907739,"about_ca_system_score_codex":0.0014863028,"about_ca_system_score_gemma":0.0030923837,"threshold_uncertainty_score":0.9998195},"labels":[],"label_agreement":null},{"id":"W4417081639","doi":"10.59350/z48ps-tpm96","title":"25 Years of Open Source &amp;amp; Open Access: An interview with Lynn Copeland","year":2023,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Key (lock); Open source","score_opus":0.30269151899416513,"score_gpt":0.4048045153791638,"score_spread":0.10211299638499866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417081639","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44394654,0.0010503194,0.00029792133,0.0070366957,0.0004475374,0.0018959176,0.00018227579,0.00022190234,0.5449209],"genre_scores_gemma":[0.71748596,0.00095798314,0.0004793329,0.0010307954,0.00014109895,0.00007396835,0.0005840209,0.00006930313,0.27917755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711895,0.00084137404,0.0007114038,0.00052054785,0.00040335313,0.0004043587],"domain_scores_gemma":[0.9964547,0.0002490616,0.0004609352,0.0021849687,0.00044167557,0.00020865421],"candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.0035228839,0.00027813998,0.0006228823,0.00028697783,0.0007484199,0.04955289,0.013322652,0.00011353258,0.012143805],"category_scores_gemma":[0.00018648774,0.0002321062,0.00008435496,0.00048642428,0.00033056302,0.019269768,0.011052569,0.0005400613,0.00094136916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041670934,0.0011717589,0.008944577,0.0004128164,0.0006747923,0.0000067738324,0.11293193,0.0001029659,0.000040218893,0.09950482,0.62898946,0.14680316],"study_design_scores_gemma":[0.0010789678,0.00019550051,0.009010137,0.0006169044,0.00008439281,0.0000034139555,0.0057157045,0.00010615783,0.000007231351,0.0014250772,0.9813656,0.00039089005],"about_ca_topic_score_codex":0.023105744,"about_ca_topic_score_gemma":0.06714897,"teacher_disagreement_score":0.35237613,"about_ca_system_score_codex":0.000048840593,"about_ca_system_score_gemma":0.00030021387,"threshold_uncertainty_score":0.9998365},"labels":[],"label_agreement":null},{"id":"W4417081647","doi":"10.59350/w35wf-5ns03","title":"Multilingual Publishing: PKP at UAL Editorial Lunch &amp;amp; Learn","year":2024,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Event (particle physics); Join (topology); Electronic publishing","score_opus":0.0756567763775479,"score_gpt":0.3042486276440614,"score_spread":0.2285918512665135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417081647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1521825,0.01185861,0.00008863521,0.0145143,0.36626828,0.00054888777,0.00038819996,0.0016176308,0.45253298],"genre_scores_gemma":[0.42356053,0.00030441614,0.0002313527,0.0002978134,0.17986442,0.000026004102,0.0008661331,0.00010388647,0.39474544],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99400544,0.0007080112,0.0012406373,0.0011561146,0.0017876993,0.0011020956],"domain_scores_gemma":[0.99477255,0.0014151805,0.00023409254,0.0018864896,0.0011953022,0.00049640937],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0043182094,0.0006964564,0.00058140414,0.00057584385,0.0029371183,0.08471865,0.0021951247,0.00088569964,0.023177944],"category_scores_gemma":[0.00393021,0.00062841934,0.000540286,0.00034467597,0.0005919544,0.016948106,0.0016156137,0.0040314295,0.007865679],"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":[0.00014270621,0.00022719,0.000102720434,0.00013828142,0.0002252594,0.0000059692848,0.05265232,0.000013038399,0.0001649057,0.064080425,0.8692046,0.013042621],"study_design_scores_gemma":[0.00067223306,0.000079716454,0.000050812865,0.00022930745,0.00015631206,0.000013486319,0.002546901,0.0005431417,0.00004309931,0.0021750373,0.99269366,0.0007962683],"about_ca_topic_score_codex":0.004275359,"about_ca_topic_score_gemma":0.017689902,"teacher_disagreement_score":0.27137804,"about_ca_system_score_codex":0.0006955876,"about_ca_system_score_gemma":0.0008175467,"threshold_uncertainty_score":0.9996167},"labels":[],"label_agreement":null},{"id":"W4417082460","doi":"10.59350/gpk5k-8kc28","title":"PKP Participates in Canadian Scholarly Publishing Working Group","year":2016,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Stakeholder; Work (physics); Service provider; Service (business); Scholarly communication","score_opus":0.09054562974652529,"score_gpt":0.2506014359033554,"score_spread":0.16005580615683007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417082460","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37891158,0.0038060069,0.00003814511,0.06646207,0.0017467288,0.00034909855,0.000054635784,0.00016875559,0.548463],"genre_scores_gemma":[0.9806044,0.00042678282,0.00013133023,0.0018151177,0.0007928719,0.000055591434,0.0000314795,0.00005838925,0.016084012],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951923,0.0007464603,0.0010101133,0.0006615139,0.0005749549,0.0018146402],"domain_scores_gemma":[0.9962924,0.0007025952,0.00025009652,0.0012464814,0.000506038,0.0010023947],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0058624027,0.0004019465,0.00041008714,0.0012384745,0.0015800976,0.08902249,0.002123587,0.0004157391,0.0058584264],"category_scores_gemma":[0.004147521,0.00029857428,0.00014826763,0.00040551097,0.00030908178,0.06937881,0.0003649883,0.0015331518,0.00043943324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018686093,0.0001069396,0.21531336,0.000012513216,0.00004509974,0.000016829461,0.012378904,0.0000010476272,0.00007836047,0.70233524,0.0067767086,0.06291631],"study_design_scores_gemma":[0.001113325,0.00008873122,0.0657528,0.0010854909,0.0000323493,0.0000031291913,0.0043908637,0.00020816678,0.000025134317,0.013406126,0.91317445,0.0007194155],"about_ca_topic_score_codex":0.8467374,"about_ca_topic_score_gemma":0.9866245,"teacher_disagreement_score":0.90639776,"about_ca_system_score_codex":0.0011674116,"about_ca_system_score_gemma":0.0008658309,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W4417083293","doi":"10.59350/aved0-s8b29","title":"New White Paper: Canadian Universities and Sustainable Publishing","year":2016,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; White (mutation); Transformative learning; White paper; Sustainable development","score_opus":0.014949945534729331,"score_gpt":0.1908593420872014,"score_spread":0.17590939655247206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417083293","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011978394,0.0026251383,0.00015721959,0.12495966,0.00036288978,0.0001580769,0.00005318668,0.00010001133,0.85960543],"genre_scores_gemma":[0.5151404,0.00040896455,0.00010535912,0.00087636954,0.00029677385,0.0000010519568,0.000009679825,0.00001574879,0.48314562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789804,0.00020816119,0.00029063868,0.0003592363,0.00025693423,0.0009869582],"domain_scores_gemma":[0.9975252,0.00020610342,0.00011128006,0.0006770903,0.00055867335,0.00092161755],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001123322,0.00025351843,0.00022474589,0.00055620994,0.0027185904,0.02554352,0.0008538938,0.00020674746,0.018253025],"category_scores_gemma":[0.00020441218,0.00019023813,0.00006925259,0.00012234748,0.00026652188,0.0376815,0.00043584127,0.00040160798,0.00006999675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009196364,0.0000067933206,0.00094662915,0.000018112733,0.000038392554,0.000009461054,0.020821916,1.7728934e-7,0.00000406588,0.740971,0.22111581,0.016058404],"study_design_scores_gemma":[0.00053808896,0.000055174354,0.0016467144,0.00009593003,0.000033961158,0.000004386337,0.14837824,0.000009054146,0.0000027191713,0.008025698,0.84090495,0.00030508277],"about_ca_topic_score_codex":0.81822246,"about_ca_topic_score_gemma":0.7723841,"teacher_disagreement_score":0.7329453,"about_ca_system_score_codex":0.00081312645,"about_ca_system_score_gemma":0.0028562255,"threshold_uncertainty_score":0.99857974},"labels":[],"label_agreement":null},{"id":"W4417083811","doi":"10.59350/z6p7v-cp263","title":"Helping high school researchers get published","year":2014,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Capstone; Work (physics); Doctoral studies; Higher education","score_opus":0.07531821841966767,"score_gpt":0.28418141376117023,"score_spread":0.20886319534150255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417083811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06277656,0.001111454,0.0004915341,0.046313625,0.0016034701,0.00035190137,0.000021152147,0.0003595304,0.88697076],"genre_scores_gemma":[0.84965116,0.0002137509,0.0005878791,0.0019761175,0.0018250869,0.000028702763,0.00010497259,0.000052137722,0.14556016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526083,0.0014820249,0.0007612076,0.00063319766,0.00093704805,0.000925701],"domain_scores_gemma":[0.995261,0.00067602575,0.0002545972,0.002158386,0.0009901075,0.00065984554],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00673353,0.00034962653,0.00041561297,0.00049941853,0.0023581593,0.030914893,0.0022575797,0.00027052753,0.030314773],"category_scores_gemma":[0.0062680035,0.00031751793,0.00019110391,0.00023157413,0.0004912496,0.009880479,0.00076601596,0.0020902639,0.0018124001],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003409042,0.0001486502,0.0006859963,0.00005335913,0.00008737785,9.0504085e-7,0.004091598,0.0000107026235,0.000055805212,0.8110154,0.16854769,0.015268409],"study_design_scores_gemma":[0.00086480594,0.00021328071,0.0037001786,0.0001438961,0.00003581514,0.0000016616244,0.0039007023,0.0028587638,0.000051126026,0.027726576,0.95998675,0.00051642355],"about_ca_topic_score_codex":0.007647586,"about_ca_topic_score_gemma":0.0012732237,"teacher_disagreement_score":0.79143906,"about_ca_system_score_codex":0.00024603156,"about_ca_system_score_gemma":0.00032237894,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W4417084493","doi":"10.59350/p9fvd-qw324","title":"Reflections on the 28th Nordic Workshop on Bibliometrics","year":2024,"lang":"","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; State (computer science); Field (mathematics); Trend analysis; Public policy","score_opus":0.27464770767648633,"score_gpt":0.38943468546986143,"score_spread":0.1147869777933751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417084493","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010312003,0.0026085738,0.00007391498,0.07158796,0.0073256353,0.0006335618,0.0001180499,0.00046530718,0.906875],"genre_scores_gemma":[0.7528698,0.007008091,0.000057796104,0.0038830615,0.0019843113,0.00020215592,0.00011147853,0.00008900076,0.23379435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555945,0.00081416004,0.0008681695,0.0009924652,0.0011889071,0.000576844],"domain_scores_gemma":[0.9915013,0.0037080043,0.00034277304,0.0036433258,0.00061942614,0.00018522728],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034095654,0.0006799378,0.00047460612,0.01471079,0.0037075975,0.031274214,0.0028299682,0.0005751353,0.007605905],"category_scores_gemma":[0.0018682674,0.000426519,0.0006132911,0.00835903,0.00039070798,0.0005713232,0.0023499073,0.009321832,0.005514988],"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":[0.000029253028,0.0003144671,0.0000025985864,0.00005064508,0.00022826162,0.000002329677,0.008086762,0.00019239858,0.0000027084839,0.76127714,0.21492866,0.014884786],"study_design_scores_gemma":[0.000109244305,0.00020858733,0.00012753916,0.0010081894,0.00017157286,0.0000024313683,0.00698385,0.00079870876,0.000012026328,0.0960986,0.89393216,0.0005470908],"about_ca_topic_score_codex":0.0009597662,"about_ca_topic_score_gemma":0.00153471,"teacher_disagreement_score":0.74255776,"about_ca_system_score_codex":0.00042915286,"about_ca_system_score_gemma":0.00035224605,"threshold_uncertainty_score":0.9998187},"labels":[],"label_agreement":null},{"id":"W4417085101","doi":"10.59350/2ne47-pss02","title":"In a day of a Bibliomagician (Shannon Gordon)","year":2017,"lang":"","type":"preprint","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Bibliometrics; Subject (documents); Series (stratigraphy); Period (music)","score_opus":0.07520983493267995,"score_gpt":0.31175568592063024,"score_spread":0.23654585098795028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417085101","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09487959,0.0026166616,0.000047877227,0.006056771,0.0021098463,0.0005251257,0.00013050779,0.000047528323,0.8935861],"genre_scores_gemma":[0.93048805,0.0020287458,0.00020054639,0.00021810451,0.000520165,0.000051721156,0.00011273305,0.000037404887,0.0663425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965031,0.00061975437,0.0012586738,0.00062325527,0.0005370798,0.0004581247],"domain_scores_gemma":[0.9939527,0.00025083183,0.0013523035,0.0036586572,0.0006627297,0.0001228008],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003707651,0.0004580955,0.0008954878,0.0041567795,0.000719072,0.00708819,0.0038946825,0.0004885512,0.0057825367],"category_scores_gemma":[0.0006632397,0.00043173973,0.00032871382,0.00030924423,0.00061429606,0.0041543716,0.0023546082,0.001977407,0.00022483215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011707961,0.0016387524,0.004107695,0.0007535421,0.0002981988,0.000031492058,0.115309715,0.000041540967,0.00029769668,0.7997505,0.05135768,0.026296128],"study_design_scores_gemma":[0.0009042163,0.00015921188,0.014959375,0.0017022525,0.000079583646,0.0000031133636,0.0032494036,0.0011753767,0.00019050582,0.05884787,0.9178894,0.00083966966],"about_ca_topic_score_codex":0.029121341,"about_ca_topic_score_gemma":0.020846777,"teacher_disagreement_score":0.8665317,"about_ca_system_score_codex":0.000107997614,"about_ca_system_score_gemma":0.0004046377,"threshold_uncertainty_score":0.99981344},"labels":[],"label_agreement":null},{"id":"W47738199","doi":"10.7202/1030379ar","title":"L’indexation dans les bibliothèques parlementaires de Canberra, d’Ottawa et de Québec","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.054867337722446535,"score_gpt":0.3415022478989665,"score_spread":0.28663491017652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W47738199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4299347,0.05782129,0.011282257,0.08852611,0.0017406318,0.00086156675,0.0004332625,0.0008656315,0.40853456],"genre_scores_gemma":[0.9246744,0.020821877,0.0024313382,0.004388875,0.00078561396,0.0001675111,0.0006206152,0.00009544577,0.046014335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950543,0.0022366096,0.000822015,0.00045598106,0.0007519349,0.0006791572],"domain_scores_gemma":[0.99708384,0.00059397216,0.0005877648,0.00061019184,0.0006955896,0.00042863956],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004329858,0.00043621173,0.00033728682,0.004218801,0.00087591086,0.03422666,0.000754378,0.00025676427,0.005480998],"category_scores_gemma":[0.00072543643,0.0004687399,0.00016340306,0.0017698602,0.00045530894,0.04062073,0.00017708541,0.00073544006,0.00010827585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056915254,0.0003723306,0.07946534,0.00009676138,0.00015463657,0.0000086108785,0.15323608,0.0003137507,0.00033412076,0.44499856,0.31730947,0.0036534208],"study_design_scores_gemma":[0.0011694513,0.00034565883,0.03296703,0.0002747542,0.00014963614,0.000026763657,0.034445304,0.00056399126,0.0009600415,0.017882401,0.91061676,0.0005982195],"about_ca_topic_score_codex":0.6694761,"about_ca_topic_score_gemma":0.47967312,"teacher_disagreement_score":0.59330726,"about_ca_system_score_codex":0.0020289572,"about_ca_system_score_gemma":0.0034141513,"threshold_uncertainty_score":0.9997764},"labels":[],"label_agreement":null},{"id":"W564473475","doi":"","title":"Canadian student writer's guide","year":2000,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology; Mathematics education","score_opus":0.017053972266630846,"score_gpt":0.25864475135563036,"score_spread":0.2415907790889995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W564473475","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012682346,0.0035064404,0.0000026318885,0.009328296,0.0012786229,0.000112882786,0.000039746323,0.00006491011,0.98439825],"genre_scores_gemma":[0.009734611,0.0010669428,0.000010652195,0.007888779,0.0008731192,0.00002437003,0.00058979774,0.000025620902,0.9797861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823797,0.00028401424,0.00041525823,0.00034968244,0.000277865,0.00043522686],"domain_scores_gemma":[0.9986105,0.00025470677,0.000092492424,0.00045360316,0.00007916301,0.0005095324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007675806,0.0002331955,0.00044073878,0.00033690978,0.00039870443,0.00020492956,0.0008425032,0.0009667131,0.037902884],"category_scores_gemma":[0.00016068389,0.00020604489,0.00007207145,0.000013667752,0.00097057084,0.00014446996,0.00015344983,0.0014242476,0.00052654423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102498725,0.00004038367,0.00036166416,0.000017290928,0.000130405,0.00033495756,0.0056690625,5.6107876e-8,4.8999883e-8,0.5785064,0.3907991,0.02413039],"study_design_scores_gemma":[0.00025953236,0.00010759574,0.00026539146,0.000046463738,0.00005018161,0.00015190226,0.000076947865,0.000006531197,4.1814868e-8,0.05047736,0.9483664,0.00019162295],"about_ca_topic_score_codex":0.09601917,"about_ca_topic_score_gemma":0.56355035,"teacher_disagreement_score":0.5575673,"about_ca_system_score_codex":0.00019566267,"about_ca_system_score_gemma":0.0013145343,"threshold_uncertainty_score":0.9629766},"labels":[],"label_agreement":null},{"id":"W575751500","doi":"10.11575/prism/29114","title":"Publications Tab - ProQuest CBCA Education Tutorial","year":2008,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Public relations; Computer science; Business; Computer security","score_opus":0.029369508636083137,"score_gpt":0.20224426409908997,"score_spread":0.17287475546300682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W575751500","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27829292,0.0003060519,0.004149584,0.0059350026,0.0011635963,0.00029974128,0.0000023293,0.0002572375,0.70959353],"genre_scores_gemma":[0.8716826,0.00016633481,0.009396797,0.0001149976,0.0004424199,0.0000026628034,0.00022919982,0.000014009693,0.11795099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994376,0.00006504896,0.00009720664,0.00012635654,0.00017045456,0.000103384446],"domain_scores_gemma":[0.9991248,0.00003447357,0.00012097697,0.00036135636,0.00029210665,0.00006626704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001481232,0.00006516034,0.00009965972,0.00015939155,0.00076715206,0.00010269388,0.00045474875,0.000052907777,0.0004841955],"category_scores_gemma":[0.00007351057,0.000077706885,0.000058121725,0.00006501147,0.00024865128,0.0017827486,0.00008292509,0.0001856815,0.00006535562],"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":[0.000032769072,0.0005795429,0.0020649228,0.000020883785,0.000042638694,0.0000014746944,0.059596546,1.1362634e-7,0.000114717295,0.63599193,0.23558871,0.065965764],"study_design_scores_gemma":[0.00021794674,0.000029488827,0.009671311,0.000010768919,0.000017992978,0.0000025298086,0.0005695993,0.00030034184,0.000009518148,0.0016531387,0.98741543,0.00010193582],"about_ca_topic_score_codex":0.003224138,"about_ca_topic_score_gemma":0.00014499358,"teacher_disagreement_score":0.7518267,"about_ca_system_score_codex":0.000053373868,"about_ca_system_score_gemma":0.000309773,"threshold_uncertainty_score":0.5900391},"labels":[],"label_agreement":null},{"id":"W580086655","doi":"10.5860/choice.185359","title":"The novel: a biography","year":2014,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biography; History; Art; Literature","score_opus":0.08386657733718153,"score_gpt":0.29484828934919677,"score_spread":0.21098171201201524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580086655","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040466778,0.560324,0.0013921765,0.05643619,0.004348671,0.001908836,0.00019520191,0.0009079845,0.33402014],"genre_scores_gemma":[0.5798691,0.30537856,0.0084178215,0.024273291,0.02174927,0.00046097956,0.0013946319,0.00021688966,0.058239497],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999195,0.00015509214,0.00028126355,0.00011442926,0.000105638,0.00014858537],"domain_scores_gemma":[0.99869514,0.00033178268,0.0001443119,0.00067819527,0.000103597005,0.000046950037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012270715,0.00009458924,0.00015651528,0.000047472116,0.000643724,0.0008254975,0.000619749,0.000023062958,0.000064790824],"category_scores_gemma":[0.000982968,0.000052119078,0.00013403602,0.000081678714,0.00012866352,0.00040002,0.000060445167,0.00024198866,0.00010168265],"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":[0.0000030597555,0.0002238271,0.0004110966,0.00006997823,0.000029456334,4.4496307e-8,0.0018252382,3.507002e-7,0.00009215623,0.31372958,0.06690475,0.6167104],"study_design_scores_gemma":[0.00009554746,0.00001855052,0.00061348616,0.00008276508,0.000015293326,3.9981435e-7,0.00006373178,0.000098395525,0.0000010610503,0.0005625894,0.9983713,0.000076849676],"about_ca_topic_score_codex":0.00013356755,"about_ca_topic_score_gemma":0.0027506254,"teacher_disagreement_score":0.9314666,"about_ca_system_score_codex":0.000009935546,"about_ca_system_score_gemma":0.000009244996,"threshold_uncertainty_score":0.79602915},"labels":[],"label_agreement":null},{"id":"W584832779","doi":"","title":"Science, race and imperialism","year":2012,"lang":"en","type":"book","venue":"Pickering & Chatto eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Sociology; Gender studies","score_opus":0.03811934880987372,"score_gpt":0.2353898516949798,"score_spread":0.19727050288510609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W584832779","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007025848,0.0015540686,0.0000030904562,0.0001362544,0.0016188929,0.00019244677,0.000020674113,0.00018206297,0.98926663],"genre_scores_gemma":[0.08749396,0.000047834317,0.00006898227,0.00017253013,0.0022398664,0.00002205698,0.000034042983,0.00005470747,0.90986603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985828,0.00003677885,0.00027069938,0.00033236318,0.00037124674,0.00040614238],"domain_scores_gemma":[0.99867374,0.000065106244,0.0001957578,0.00071254576,0.00017470884,0.00017813464],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009590849,0.00027383206,0.00031296906,0.00040522296,0.0011101525,0.0029797046,0.0007216446,0.00014263218,0.00023544724],"category_scores_gemma":[0.00006538663,0.00025774713,0.00006679243,0.000014880353,0.0010952622,0.0009250867,0.00051371154,0.0006197236,0.00008618817],"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":[0.0000060933594,0.000010268837,0.000014655976,0.00006233124,0.000028370381,0.0000013806832,0.045161866,5.61123e-8,0.00019126543,0.92954576,0.011117645,0.013860328],"study_design_scores_gemma":[0.00013265533,0.00002745569,0.00006275306,0.00013780661,0.00003728157,0.0000066435923,0.00025034626,0.000004928389,0.000027407703,0.0053562825,0.993638,0.00031845],"about_ca_topic_score_codex":0.000100515426,"about_ca_topic_score_gemma":0.00015052884,"teacher_disagreement_score":0.98252034,"about_ca_system_score_codex":0.00015826974,"about_ca_system_score_gemma":0.00043576033,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null},{"id":"W596843260","doi":"10.11575/prism/29663","title":"A very brief look at the University of Calgary Open Access Authors Fund","year":2013,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Computer science","score_opus":0.05834337923479016,"score_gpt":0.2402896553444199,"score_spread":0.18194627610962974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W596843260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7165903,0.00029478662,0.00005366108,0.0011111242,0.00023394787,0.00028841212,0.000016048474,0.000051961048,0.28135976],"genre_scores_gemma":[0.8462671,0.00007289653,0.00017922066,0.000058734215,0.00004329189,3.0795434e-7,0.000034714936,0.000009837206,0.15333389],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885565,0.00026870792,0.00015834691,0.0002569923,0.00027169884,0.0001885853],"domain_scores_gemma":[0.9983193,0.00012671325,0.0003724044,0.00073219376,0.00034763076,0.00010175059],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029858234,0.0001355675,0.00026487987,0.0000898655,0.0035499046,0.0011047616,0.0032356705,0.000094528674,0.0029624808],"category_scores_gemma":[0.000027574624,0.00013598299,0.00015241475,0.0001368686,0.0007209598,0.0051380927,0.0034567397,0.00026925077,0.000045829052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006448546,0.00076170545,0.013257666,0.0002053127,0.0008065834,0.000071635375,0.21633425,0.00005760468,0.0052282475,0.04951634,0.7034821,0.0096336985],"study_design_scores_gemma":[0.0007189269,0.00014216853,0.04387699,0.00008029093,0.00010637767,0.000009750043,0.036205467,0.0003872112,0.00020156744,0.00028267325,0.9177101,0.00027846475],"about_ca_topic_score_codex":0.053858295,"about_ca_topic_score_gemma":0.007151831,"teacher_disagreement_score":0.21422802,"about_ca_system_score_codex":0.00020827989,"about_ca_system_score_gemma":0.00019228538,"threshold_uncertainty_score":0.99993217},"labels":[],"label_agreement":null},{"id":"W606949759","doi":"","title":"Emerging Business Models for Scholarly Journals: The Library Perspective","year":2013,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Electronic publishing; Consolidation (business); Business model; Scholarly communication; Public relations; Purchasing; Digital content; Political science; Business; Library science; World Wide Web; Computer science; The Internet; Marketing; Accounting; Law","score_opus":0.07750563416802976,"score_gpt":0.2691152031159956,"score_spread":0.19160956894796588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W606949759","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16883826,0.00044349371,0.00093905913,0.016605014,0.01048484,0.0023139624,0.00010371705,0.0005164737,0.79975516],"genre_scores_gemma":[0.79866403,0.0002587566,0.00034819354,0.00006483087,0.012366666,0.0000041261183,0.00004124324,0.00006013578,0.188192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959745,0.0015684632,0.00025242812,0.00056054624,0.0009439331,0.0007001379],"domain_scores_gemma":[0.99317586,0.000918512,0.00021686885,0.0008943338,0.004484698,0.00030972835],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0014656503,0.00025281994,0.0003104806,0.0011022978,0.0072896145,0.0068394286,0.0030823953,0.00020305694,0.00039685206],"category_scores_gemma":[0.000568928,0.00023214176,0.00026333306,0.0010071176,0.000865515,0.023816744,0.00096479664,0.001511638,0.00006347556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012247405,0.00026297307,0.000102771955,0.000035937337,0.0002920703,0.0001045751,0.022823993,0.00025755196,0.0013393331,0.86134213,0.11106016,0.0011537427],"study_design_scores_gemma":[0.0022796334,0.00018608873,0.00021366189,0.00008220199,0.00009976141,0.000009028228,0.10061888,0.0013373115,0.0002003682,0.018521272,0.87604904,0.00040272472],"about_ca_topic_score_codex":0.00818314,"about_ca_topic_score_gemma":0.00031739258,"teacher_disagreement_score":0.8428209,"about_ca_system_score_codex":0.0007459351,"about_ca_system_score_gemma":0.0009207495,"threshold_uncertainty_score":0.99842143},"labels":[],"label_agreement":null},{"id":"W608212061","doi":"","title":"Fit to print : the Canadian student's guide to essay writing","year":2004,"lang":"en","type":"book","venue":"Thomson/Nelson eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literature; History; Mathematics education; Psychology; Sociology; Art","score_opus":0.05698792906399282,"score_gpt":0.2937603277837458,"score_spread":0.23677239871975297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W608212061","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011487023,0.00016110014,0.000019664853,0.0066039804,0.00076846936,0.0010645572,0.00013274908,0.00021176756,0.989889],"genre_scores_gemma":[0.10124734,0.0000031749644,0.00022304377,0.0050148126,0.001751274,0.00016715395,0.00005793296,0.00010945724,0.8914258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719715,0.00018871337,0.0006448714,0.0005317633,0.00071441574,0.0007231093],"domain_scores_gemma":[0.9968835,0.00017437979,0.00021717868,0.0016796233,0.00046136096,0.0005839188],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017887024,0.00047537504,0.00044948672,0.0004282419,0.0021731465,0.0051295427,0.0025792303,0.0002583528,0.00048196613],"category_scores_gemma":[0.00018189105,0.0003843872,0.00019561026,0.00003131613,0.00018199092,0.00025430997,0.00057136116,0.0014238155,0.00066160434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010649457,0.000023892942,0.000015075417,0.000041672192,0.00011832943,0.000025318192,0.16650215,0.000093411974,0.0000041835706,0.65863556,0.15182248,0.022707267],"study_design_scores_gemma":[0.00016108023,0.00007554328,0.00014536265,0.0005163056,0.000057470123,0.0000045918887,0.0021998486,0.000004393762,0.000006710855,0.004847898,0.9914727,0.0005081011],"about_ca_topic_score_codex":0.098674,"about_ca_topic_score_gemma":0.81992227,"teacher_disagreement_score":0.8396502,"about_ca_system_score_codex":0.0033358834,"about_ca_system_score_gemma":0.0044211554,"threshold_uncertainty_score":0.9998608},"labels":[],"label_agreement":null},{"id":"W615211912","doi":"","title":"Unconverted: outsourcing ebook production at a university press","year":2012,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Outsourcing; Business; Media studies; Political science; Sociology; Marketing; Economics","score_opus":0.03219724137220715,"score_gpt":0.19484012845171528,"score_spread":0.16264288707950814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W615211912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.670789,0.00016695514,0.000060828293,0.0005797495,0.0009638203,0.00020630326,0.00003110664,0.00033088253,0.32687134],"genre_scores_gemma":[0.80975074,0.000038529637,0.000030703522,0.000045074252,0.00024899255,1.7547981e-7,0.00004356216,0.00001217066,0.18983008],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895936,0.00020890414,0.00009847864,0.00022825347,0.00018735022,0.00031767285],"domain_scores_gemma":[0.99907017,0.00005256325,0.00011427613,0.00044846028,0.00016069457,0.00015381536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026169952,0.00014680896,0.0001377407,0.00024842276,0.0009785905,0.0001697153,0.00050470576,0.0000826044,0.00033110072],"category_scores_gemma":[0.000043441694,0.00016640534,0.00008920018,0.0001182171,0.00016915235,0.0032844213,0.00028082254,0.0002890172,0.00011849456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038759495,0.0005946431,0.4352002,0.00008517815,0.00027390834,0.000035627094,0.010704955,0.00009511006,0.000068834364,0.22684324,0.32263345,0.0030772544],"study_design_scores_gemma":[0.00033867705,0.000022728438,0.000512674,0.000020555291,0.0000696492,1.1779673e-8,0.035411853,0.00004560611,0.00031975945,0.000026686997,0.9630226,0.00020918313],"about_ca_topic_score_codex":0.0011319774,"about_ca_topic_score_gemma":0.028398575,"teacher_disagreement_score":0.6403892,"about_ca_system_score_codex":0.0004142146,"about_ca_system_score_gemma":0.000034063425,"threshold_uncertainty_score":0.9893306},"labels":[],"label_agreement":null},{"id":"W617529280","doi":"","title":"The Canadian Oxford paperback thesaurus","year":2003,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thesaurus; Library science; Information retrieval; History; Computer science; Natural language processing","score_opus":0.0370188903470177,"score_gpt":0.18839465773996578,"score_spread":0.15137576739294809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W617529280","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023290962,0.00041881905,9.442067e-7,0.0002916513,0.0005924464,0.00030156635,0.0001806748,0.00009784879,0.9980928],"genre_scores_gemma":[0.00055426557,0.0007115084,0.00002026721,0.00028722466,0.0002451225,0.0000022130716,0.00012935551,0.000042622407,0.9980074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854916,0.0002211699,0.00019377614,0.0002872428,0.00029700308,0.0004516702],"domain_scores_gemma":[0.99799,0.0001973544,0.00022142928,0.0010800107,0.00027073146,0.00024047942],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004221846,0.00029999088,0.00025294354,0.00010272127,0.0038624553,0.0021831004,0.0017389227,0.00031053976,0.00014246251],"category_scores_gemma":[0.00004046817,0.00025412737,0.00019879681,0.0000071247746,0.00053154404,0.00041702215,0.00020069674,0.0011144067,0.0000056144677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001056346,0.0000038479575,0.0000014996034,0.000009562845,0.00007697449,0.000010947886,0.00215309,4.7094818e-7,6.612952e-8,0.7684088,0.22654143,0.002782803],"study_design_scores_gemma":[0.0001834671,0.00002663746,0.000004055443,0.00005046508,0.00008797939,0.000002282421,0.0004836594,0.000006631431,7.1028745e-7,0.003651249,0.995184,0.00031883988],"about_ca_topic_score_codex":0.021142775,"about_ca_topic_score_gemma":0.53824025,"teacher_disagreement_score":0.7686426,"about_ca_system_score_codex":0.00085698365,"about_ca_system_score_gemma":0.0015010575,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W652145385","doi":"","title":"Building Bicycles in the Dark: A Practical Guide to Writing by John B. Lee (review)","year":2002,"lang":"en","type":"article","venue":"University of Toronto Quarterly","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.030820088050640057,"score_gpt":0.2611069813631215,"score_spread":0.23028689331248142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W652145385","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18268172,0.025701944,0.0009059776,0.04580127,0.0002248378,0.0007194344,0.00007591259,0.00013867542,0.7437502],"genre_scores_gemma":[0.9918781,0.0009934847,0.003262172,0.0010906372,0.00008665622,9.669022e-7,0.000010429043,0.000008300081,0.0026692809],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991417,0.00022203138,0.00016263877,0.00012916746,0.00019373334,0.00015070807],"domain_scores_gemma":[0.99927694,0.00017594387,0.00008957996,0.0003288682,0.00008448717,0.000044172633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006249317,0.000076541306,0.0001347183,0.000028841177,0.0002834769,0.0001569542,0.0005493247,0.000028209995,0.00092478225],"category_scores_gemma":[0.000075402764,0.000070438924,0.00005652848,0.000023882958,0.000067744404,0.0015089544,0.00003370202,0.00015408262,0.00002498907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008958251,0.00017092838,0.000080497826,0.000048097903,0.000018357343,0.000009754025,0.09777831,4.0957215e-7,0.00018578784,0.033156756,0.82531184,0.04323028],"study_design_scores_gemma":[0.00020418872,0.0001624072,0.00047686603,0.00021650779,0.000022986922,0.000003321938,0.04048152,0.00010739402,0.0000013371401,0.00009115378,0.95812005,0.00011227203],"about_ca_topic_score_codex":0.020988569,"about_ca_topic_score_gemma":0.027543342,"teacher_disagreement_score":0.80919635,"about_ca_system_score_codex":0.00009904095,"about_ca_system_score_gemma":0.0000110364235,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W653109078","doi":"","title":"HUNGRIER, SHARPER, SMARTER","year":2001,"lang":"en","type":"article","venue":"Traffic world","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subtitle; Business; Transport engineering; Aeronautics; Operations management; Marketing; Computer science; Engineering; Operating system","score_opus":0.046404226270417154,"score_gpt":0.23526979144657578,"score_spread":0.18886556517615863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W653109078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33978337,0.00042822986,0.0000047891676,0.004362963,0.0006444234,0.00007716143,0.000005935132,0.00033713828,0.654356],"genre_scores_gemma":[0.85642236,0.000021661828,0.000049562663,0.0007198732,0.000579858,0.000011173026,0.000035442732,0.000013146788,0.14214693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930936,0.000051004023,0.00016373445,0.00013801522,0.00014135124,0.00019650556],"domain_scores_gemma":[0.999383,0.000058343536,0.000041490926,0.0003914856,0.000063493746,0.000062217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024246202,0.00009401623,0.00009887963,0.00012657345,0.00034442145,0.0009037062,0.00036910968,0.000021586791,0.005191364],"category_scores_gemma":[0.000025411857,0.00008202839,0.000058922717,0.0000785212,0.0000964281,0.00079618394,0.00003259105,0.00024987847,0.00065012305],"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":[0.000035946516,0.00028436695,0.00092592917,0.000010137278,0.000047735306,0.000011817277,0.024334338,0.00007009333,0.00002096255,0.30088338,0.5735666,0.09980866],"study_design_scores_gemma":[0.00019631223,0.000016576845,0.00089049025,0.000013749031,0.000009266299,0.0000023830094,0.00040775404,0.000309295,0.0000022801119,0.0003617323,0.9976688,0.00012138763],"about_ca_topic_score_codex":0.00007412073,"about_ca_topic_score_gemma":0.0050308383,"teacher_disagreement_score":0.516639,"about_ca_system_score_codex":0.000025406927,"about_ca_system_score_gemma":0.000017884855,"threshold_uncertainty_score":0.995718},"labels":[],"label_agreement":null},{"id":"W6884622401","doi":"10.11575/jet.v12i3.43774","title":"Editorial - Publishing Educational Journals in Canada","year":2018,"lang":"en","type":"article","venue":"University of Calgary","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Electronic publishing; Government (linguistics)","score_opus":0.02275134869641762,"score_gpt":0.20140703113742783,"score_spread":0.1786556824410102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6884622401","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33710775,0.0001766274,0.000029858682,0.008647569,0.040386714,0.00007454117,0.000025059879,0.000016914177,0.613535],"genre_scores_gemma":[0.98221534,0.000010670273,0.00013890231,0.000111285895,0.014816133,4.777778e-8,0.00002312746,0.0000027685687,0.0026817142],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999493,0.00005676218,0.00008372257,0.000061708386,0.00021987193,0.00008494063],"domain_scores_gemma":[0.9993527,0.00008446379,0.0000725919,0.00012560154,0.00032164154,0.000043013548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002789193,0.000034655302,0.00006523843,0.000094012416,0.00022083093,0.00024549328,0.0003814171,0.000026798703,0.0017832017],"category_scores_gemma":[0.00015736886,0.00004001877,0.00001829908,0.000041394716,0.00009813331,0.0020161653,0.00006417476,0.00021082182,0.0000060593356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022367922,0.000025512798,0.0056822128,0.000003215053,0.000008929763,8.0579787e-7,0.008209472,7.7903564e-7,0.000013725627,0.0417334,0.9421221,0.0021774857],"study_design_scores_gemma":[0.00023640947,0.000012200391,0.013653841,0.000027127888,0.0000038932467,3.8953652e-7,0.0034902599,0.00007230754,0.00000372227,0.0017200682,0.980723,0.000056742523],"about_ca_topic_score_codex":0.94309586,"about_ca_topic_score_gemma":0.98365927,"teacher_disagreement_score":0.6451076,"about_ca_system_score_codex":0.00022528158,"about_ca_system_score_gemma":0.0012597154,"threshold_uncertainty_score":0.9991293},"labels":[],"label_agreement":null},{"id":"W6886026204","doi":"10.14288/cl.v0i233.189241","title":"The CANLIT Project (1973-1981): In Search of the National Reader","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Manifesto; Audience measurement; Reading (process); Quality (philosophy); Publishing; Nationalism","score_opus":0.19353413746495193,"score_gpt":0.3599537868629886,"score_spread":0.1664196493980367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886026204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045062965,0.00002476473,6.489929e-7,0.007435379,0.00026192836,0.00037661943,0.00003885305,0.0000061734772,0.98734933],"genre_scores_gemma":[0.55667883,0.000013908936,0.000018505916,0.00005630041,0.00007049129,0.000085948006,0.000002615541,0.0000038740836,0.44306955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932694,0.00016129258,0.00013505747,0.0000808372,0.00019939392,0.000096454954],"domain_scores_gemma":[0.9989685,0.0001661875,0.00009009265,0.00047771106,0.00028675635,0.00001074721],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009916741,0.00004111025,0.00005856111,0.000033550576,0.011850173,0.009150818,0.0015510008,0.000021595815,0.00013894336],"category_scores_gemma":[0.000595996,0.000024098374,0.000032127413,0.0000988881,0.00024715302,0.00081180764,0.00037648776,0.0002489796,0.0000029860107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023268181,0.0001106604,0.0010755578,0.000003871717,0.000032507043,1.0957744e-7,0.013277975,0.000016490516,0.000013317214,0.13919318,0.84550995,0.00074314605],"study_design_scores_gemma":[0.00023861823,0.000017335462,0.009030607,0.000026354446,0.000004366378,0.0000012438679,0.003135628,0.0002330521,0.00003286157,0.006047259,0.9811797,0.00005294409],"about_ca_topic_score_codex":0.13625768,"about_ca_topic_score_gemma":0.3261849,"teacher_disagreement_score":0.55217254,"about_ca_system_score_codex":0.00007930563,"about_ca_system_score_gemma":0.00041123907,"threshold_uncertainty_score":0.9918778},"labels":[],"label_agreement":null},{"id":"W6886061060","doi":"10.14288/cl.v0i22.195113","title":"Private Presses in Vancouver","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Key (lock); Power (physics)","score_opus":0.04488160060902709,"score_gpt":0.25899141753348875,"score_spread":0.21410981692446165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886061060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014225679,0.00009858475,0.000023649083,0.0005459143,0.0005143646,0.00011167932,0.000013039084,0.000027731287,0.99724245],"genre_scores_gemma":[0.12517475,0.0000458814,0.0003759856,0.00021166472,0.00008566751,0.00008714471,0.000027819435,0.000007651028,0.87398344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995455,0.00008714984,0.000112781054,0.00010663877,0.00006118274,0.0000867053],"domain_scores_gemma":[0.9995096,0.000061223436,0.000027707922,0.0002653918,0.00011460409,0.00002149841],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014649758,0.00004255718,0.00007197358,0.000035206504,0.0015044567,0.006423857,0.00030908088,0.000019037096,0.005012965],"category_scores_gemma":[0.00015288388,0.00004250523,0.000019461577,0.00020423377,0.00002651199,0.001247032,0.00020199029,0.00015096052,0.000011748367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004286952,0.00012628848,0.000094776886,0.000002417215,0.000010144019,0.0000027359065,0.0023613153,0.000019079353,0.000021103602,0.017370338,0.9795601,0.00042745145],"study_design_scores_gemma":[0.00020180827,0.000008981694,0.00020651362,0.000016592521,0.0000039724428,0.0000010475885,0.001251619,0.00004954042,0.00008249701,0.00987967,0.98823655,0.00006120824],"about_ca_topic_score_codex":0.012018298,"about_ca_topic_score_gemma":0.3890006,"teacher_disagreement_score":0.37698227,"about_ca_system_score_codex":0.000040068633,"about_ca_system_score_gemma":0.00010464562,"threshold_uncertainty_score":0.99979544},"labels":[],"label_agreement":null},{"id":"W6886066638","doi":"10.14288/cl.v0i15.195151","title":"Book Design in Canada","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Exposition (narrative)","score_opus":0.058073721548771065,"score_gpt":0.2355324691973008,"score_spread":0.17745874764852976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886066638","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000097072836,0.00067280076,0.000058296377,0.0024100447,0.0003005639,0.00012383761,0.000013678534,0.000010763718,0.9963129],"genre_scores_gemma":[0.026758606,0.00005519454,0.00026699848,0.0019051905,0.00004603683,0.00007283644,0.000015694028,0.00000591552,0.97087353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952114,0.0001413808,0.000100013465,0.000085003885,0.000065659566,0.00008679873],"domain_scores_gemma":[0.99954826,0.00010031538,0.000020742496,0.00020586753,0.00009799944,0.000026838035],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014632451,0.000036600908,0.00006419138,0.000021283804,0.0015394472,0.0044145724,0.00026538738,0.000010208143,0.0088388575],"category_scores_gemma":[0.000093105315,0.00003851385,0.00001058992,0.00015225972,0.000012306474,0.0007589798,0.000093378454,0.00013681554,0.0000061375795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022645206,0.000021989996,0.000015849064,5.556574e-7,0.0000052065107,0.0000043750024,0.00083302986,0.000058572026,0.0000022672882,0.0022757875,0.99662274,0.00015735844],"study_design_scores_gemma":[0.00013849177,0.000005702056,0.00007661514,0.000008509,0.0000027097908,0.0000026616383,0.0020679166,0.00021747267,0.000043692366,0.00093507103,0.99644643,0.00005473976],"about_ca_topic_score_codex":0.9896519,"about_ca_topic_score_gemma":0.9993395,"teacher_disagreement_score":0.026661532,"about_ca_system_score_codex":0.00029939876,"about_ca_system_score_gemma":0.0023924569,"threshold_uncertainty_score":0.9997604},"labels":[],"label_agreement":null},{"id":"W6893128249","doi":"10.5281/zenodo.1482028","title":"Critical Mass: The Listserv And The Early Online Community As A Case Study In The Unanticipated Consequences Of Innovation In Scholarly Communication","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Scholarly communication; Publication; Publishing; Excellence; Prestige; Scholarship; Citation; The Internet; Dissemination; State (computer science)","score_opus":0.15173108542247624,"score_gpt":0.3330654903227511,"score_spread":0.1813344049002749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893128249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676479,0.000094833966,0.0000139529675,0.007948827,0.000025891357,0.0005302345,0.00003719146,0.000059172195,0.023641964],"genre_scores_gemma":[0.9992504,0.000030478803,0.000025935093,0.00034655244,0.000037723887,3.920157e-7,0.00014350977,0.00008830788,0.0000766652],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99265957,0.006339178,0.00045390465,0.00011970522,0.00027605693,0.00015159197],"domain_scores_gemma":[0.9967808,0.0006219422,0.00015639291,0.0008924492,0.001527913,0.000020505846],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009014514,0.00008595069,0.000121270496,0.0002112941,0.004308069,0.0041389056,0.0017360781,0.000035101493,0.00042999114],"category_scores_gemma":[0.0067979945,0.000051097835,0.000015009889,0.0006596657,0.0022798907,0.0013467628,0.00067654037,0.0010075568,0.00006176742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000204907,0.00080969953,0.00047675983,0.000026069347,0.00003238189,0.000018089337,0.5541836,0.0000018250003,0.000263376,0.43523034,0.0019134532,0.006839458],"study_design_scores_gemma":[0.0037494355,0.0015790018,0.033629138,0.00021523761,0.00006886994,0.00045542562,0.76451343,0.00076950405,0.000049529564,0.031720757,0.16293909,0.00031060184],"about_ca_topic_score_codex":0.013120917,"about_ca_topic_score_gemma":0.0014935323,"teacher_disagreement_score":0.4035096,"about_ca_system_score_codex":0.000042511783,"about_ca_system_score_gemma":0.000009480967,"threshold_uncertainty_score":0.9969882},"labels":[],"label_agreement":null},{"id":"W6893206104","doi":"10.5281/zenodo.15547123","title":"Diamond Open Access in Canada","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Alberta","funders":"","keywords":"Publishing; Session (web analytics); Presentation (obstetrics); Service (business); Scholarly communication; Position (finance); Scholarship","score_opus":0.09428275097064208,"score_gpt":0.294550380943655,"score_spread":0.2002676299730129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893206104","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040604904,0.000093891606,0.000048940143,0.004115502,0.00017340416,0.0002726497,0.000096587646,0.00013918044,0.95445496],"genre_scores_gemma":[0.9915043,0.000031753432,0.000014787783,0.0005807863,0.00004450692,6.349445e-8,0.000585476,0.0002093004,0.007028988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900943,0.00026650555,0.000181105,0.00019269032,0.00015914298,0.00019110605],"domain_scores_gemma":[0.9991329,0.000031246902,0.00005282755,0.00042931232,0.0002980565,0.000055675013],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005843385,0.000069051464,0.00009483794,0.00018967006,0.001837373,0.010945113,0.003799901,0.000017821994,0.011080445],"category_scores_gemma":[0.0004715891,0.00007165214,0.000013644978,0.0002427076,0.000067006935,0.0019004627,0.003576158,0.00026734965,0.00036109737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002411796,0.00006117132,0.00008338284,0.000023152477,0.000017276769,0.000004059475,0.0030325619,0.000021090467,0.000035649588,0.1551807,0.7711379,0.07037897],"study_design_scores_gemma":[0.00025645044,0.000012727072,0.002779731,0.00003224791,0.000002975635,0.0000012628171,0.001164614,0.00012021541,0.000021848777,0.001215005,0.994314,0.000078914105],"about_ca_topic_score_codex":0.44146314,"about_ca_topic_score_gemma":0.19156162,"teacher_disagreement_score":0.9508994,"about_ca_system_score_codex":0.00040673645,"about_ca_system_score_gemma":0.000046515997,"threshold_uncertainty_score":0.9994621},"labels":[],"label_agreement":null},{"id":"W6893232564","doi":"10.5281/zenodo.15225734","title":"Example Author Publication Agreement Template for Diamond OA Journals","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Diamond; Electronic publishing; Editorial board; Open access publishing","score_opus":0.13457222390224885,"score_gpt":0.2979369337512929,"score_spread":0.16336470984904403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893232564","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009838098,0.0005429385,0.019418666,0.024143886,0.0006035696,0.0012987396,0.00054624147,0.001158354,0.9424495],"genre_scores_gemma":[0.94033587,0.000081248785,0.00064042944,0.0007384413,0.00044235375,8.7645134e-7,0.0043923324,0.0006169276,0.05275151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853134,0.0002949718,0.00034644964,0.00028203664,0.0002627645,0.00028245198],"domain_scores_gemma":[0.9974981,0.0000705225,0.0001647037,0.0005807343,0.0015831197,0.00010284967],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019786565,0.000112008354,0.00012638875,0.00039417783,0.004775993,0.0076240753,0.0012322419,0.00005047368,0.012208162],"category_scores_gemma":[0.0011253342,0.000112278474,0.00006523365,0.00022863079,0.0001214445,0.0012439962,0.0005936973,0.00027359556,0.0013111745],"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":[0.000027804503,0.00009771328,0.0000029344899,0.000035650948,0.00004678036,2.7073338e-7,0.0051231263,0.0000057446055,0.00035142776,0.19198728,0.7055942,0.096727096],"study_design_scores_gemma":[0.00039461104,0.00008046557,0.00026847847,0.000036504363,0.00001880212,0.000004359893,0.00092436007,0.0003498299,0.000094076706,0.0036439511,0.9940668,0.00011775952],"about_ca_topic_score_codex":0.000084122556,"about_ca_topic_score_gemma":0.0000065295785,"teacher_disagreement_score":0.93049777,"about_ca_system_score_codex":0.00014316542,"about_ca_system_score_gemma":0.000007600875,"threshold_uncertainty_score":0.9994664},"labels":[],"label_agreement":null},{"id":"W6893521556","doi":"10.5281/zenodo.3350525","title":"Think Like A Scholar: How to find free and Open Access scholarly resources","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Multitude; Public access; Institution; Information access; Access to information; Free access; Scholarly communication; Public institution","score_opus":0.1352975901836626,"score_gpt":0.3061492912089577,"score_spread":0.17085170102529507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893521556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4822041,0.0023384094,2.8610407e-7,0.019523615,0.0004203384,0.0017585446,0.11035203,0.00038258088,0.38302007],"genre_scores_gemma":[0.8751222,0.000010597783,0.00038789687,0.0068621607,0.0005585868,0.00020812369,0.017142886,0.000070824906,0.09963675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988575,0.00013847424,0.00014554916,0.00034192295,0.0002807275,0.00023580679],"domain_scores_gemma":[0.99808604,0.00015685309,0.00010902235,0.0011545013,0.00033415397,0.00015945459],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0003912198,0.00015706265,0.00019006747,0.00015172875,0.00072422356,0.075402856,0.0046915878,0.000089425506,0.08541253],"category_scores_gemma":[0.0027252072,0.00013886893,0.00004100221,0.00009836337,0.000011529918,0.023596494,0.0045321546,0.0007491624,0.0019068682],"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":[0.000018751469,0.000025824042,0.0002941486,0.00004980772,0.000022137028,0.0000017027697,0.01976033,0.0000013694421,0.00003776277,0.0015767964,0.97530925,0.0029021266],"study_design_scores_gemma":[0.0003635783,0.0000636445,0.01254354,0.00061083894,0.0000054008638,0.0000017508708,0.0012789614,0.000027662805,0.00001443238,0.0006738931,0.9841945,0.00022176656],"about_ca_topic_score_codex":0.00024140191,"about_ca_topic_score_gemma":0.00052538986,"teacher_disagreement_score":0.39291808,"about_ca_system_score_codex":0.000032425796,"about_ca_system_score_gemma":0.000059037608,"threshold_uncertainty_score":0.99887025},"labels":[],"label_agreement":null},{"id":"W6893830656","doi":"10.5281/zenodo.3890271","title":"Metrics literacies. Improving understanding and use of scholarly metrics","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Presentation (obstetrics); Set (abstract data type); Key (lock); Field (mathematics); Work (physics); Focus (optics)","score_opus":0.22689224484138334,"score_gpt":0.2534425498273336,"score_spread":0.026550304985950263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893830656","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3486454,0.004658532,0.08226014,0.02449767,0.0007766202,0.002026513,0.0016474486,0.004284566,0.53120315],"genre_scores_gemma":[0.9980765,0.00011999042,0.0005057775,0.0002721669,0.000094466646,1.0844405e-8,0.0002802648,0.00032953746,0.0003213038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876916,0.0002604397,0.00024126995,0.00021921526,0.0003349675,0.00017495199],"domain_scores_gemma":[0.99858373,0.00010400935,0.00014710861,0.0002806793,0.00073882577,0.00014562484],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007810569,0.00009074566,0.00012565429,0.00038914278,0.0019528582,0.011410413,0.0006502589,0.00004109873,0.0013621849],"category_scores_gemma":[0.0050856327,0.00009277653,0.00003424138,0.00054442824,0.00017303268,0.0044380515,0.0009294113,0.0004015726,0.00014165517],"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":[0.00009423524,0.00014516598,0.000090168905,0.00028407126,0.00011256698,0.0000062234412,0.07705012,0.000020210013,0.0038706025,0.701593,0.079115026,0.13761863],"study_design_scores_gemma":[0.00024923196,0.00016985282,0.000106601336,0.000019425801,0.000018989067,0.000005303239,0.0033723146,0.0018449309,0.00007397533,0.0004892688,0.99353004,0.000120086195],"about_ca_topic_score_codex":0.000060544815,"about_ca_topic_score_gemma":7.2260696e-7,"teacher_disagreement_score":0.914415,"about_ca_system_score_codex":0.000101774094,"about_ca_system_score_gemma":0.0000036734707,"threshold_uncertainty_score":0.9995507},"labels":[],"label_agreement":null},{"id":"W6894169553","doi":"10.5281/zenodo.8142775","title":"Open Book Futures: Working together to Build Community-owned Infrastructures for OA books","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"SciELO; Metadata; Publishing; Arcadia; National library","score_opus":0.10768108002081092,"score_gpt":0.2891092054257616,"score_spread":0.18142812540495065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894169553","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04055799,0.00018542452,0.0011175856,0.010072248,0.00058419496,0.0021666018,0.00060349196,0.0027504938,0.94196194],"genre_scores_gemma":[0.957073,0.000049449143,0.0006466956,0.0034638892,0.0007974375,0.0000014244745,0.004379219,0.001640692,0.031948227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814653,0.00068092113,0.00026149658,0.0002637683,0.00026780178,0.0003794849],"domain_scores_gemma":[0.9982175,0.00012387763,0.00010434784,0.00087048154,0.000526948,0.00015683779],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019266523,0.00015065368,0.00016681924,0.00033127324,0.009471189,0.0094316555,0.003736748,0.000060254086,0.007047766],"category_scores_gemma":[0.0010434974,0.00014696247,0.00005882115,0.0002510135,0.00013541333,0.00097447896,0.00358456,0.0005687279,0.0021776557],"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":[0.00007875109,0.00004477817,0.0000032839203,0.00002961156,0.00003787665,9.605238e-7,0.04212401,0.000036848298,0.00045725235,0.06484099,0.83097255,0.061373077],"study_design_scores_gemma":[0.0003995029,0.00018361572,0.00029595674,0.00005034218,0.000010449658,0.0000041340118,0.0064945393,0.0000770852,0.00005930899,0.0034105822,0.9888286,0.00018589491],"about_ca_topic_score_codex":0.00024467273,"about_ca_topic_score_gemma":0.00004623624,"teacher_disagreement_score":0.916515,"about_ca_system_score_codex":0.00010237879,"about_ca_system_score_gemma":0.0000062192116,"threshold_uncertainty_score":0.9985993},"labels":[],"label_agreement":null},{"id":"W6899310045","doi":"10.58079/sh0t","title":"As Universities Unbundle Journal Subscription Deals with Dramatic Savings, Large Publishers Celebrate Open Access","year":2018,"lang":"en","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Work (physics); Government (linguistics); Key (lock)","score_opus":0.07159316071850134,"score_gpt":0.29707684111818355,"score_spread":0.2254836803996822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6899310045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6294713,0.00005148237,0.0001047539,0.0128462305,0.00047106037,0.00032025343,0.000052285424,0.00016558565,0.35651705],"genre_scores_gemma":[0.92376775,0.000013075731,0.00017185905,0.00096200476,0.00059556885,0.0000054068473,0.00015793288,0.00003396805,0.07429242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978409,0.0004406197,0.00028600486,0.0003443104,0.0004745059,0.00061370066],"domain_scores_gemma":[0.9974408,0.000103820894,0.0005022915,0.0005213768,0.0011050709,0.00032659684],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001062087,0.00028960404,0.00032183086,0.0004568005,0.0028846671,0.032131102,0.0036527647,0.00024260914,0.0049645435],"category_scores_gemma":[0.0001726613,0.00025172278,0.0000965137,0.00049437786,0.00047789767,0.03475462,0.00081088603,0.0011171736,0.00014343708],"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":[0.00042833647,0.0003031506,0.0017037776,0.000027251355,0.0004756989,0.00010555106,0.09423827,0.000020083065,0.00036176,0.32834783,0.5721432,0.0018450533],"study_design_scores_gemma":[0.0034830957,0.0005802992,0.012592246,0.00030559348,0.00020720043,0.00016022222,0.26700914,0.0001599065,0.00025321133,0.0025993425,0.711921,0.0007287912],"about_ca_topic_score_codex":0.005014347,"about_ca_topic_score_gemma":0.00507752,"teacher_disagreement_score":0.3257485,"about_ca_system_score_codex":0.00070540194,"about_ca_system_score_gemma":0.0008619463,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W6911289534","doi":"10.5281/zenodo.12169094","title":"Coalition Publica: Collaborating for Equitable Open Access","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Université de Montréal","funders":"European Commission","keywords":"Presentation (obstetrics); General partnership; Context (archaeology); Globe; Publishing; Digital library; Open data; Executive summary","score_opus":0.21384369720215007,"score_gpt":0.3573525567164677,"score_spread":0.14350885951431763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6911289534","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027041526,0.0005413586,0.0057052816,0.00904443,0.0005490516,0.0011788114,0.0012074026,0.0018035085,0.977266],"genre_scores_gemma":[0.9631153,0.00006017098,0.00039172932,0.00048236366,0.0007647878,0.0000010982952,0.008139143,0.0011864925,0.025858948],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986418,0.0002540786,0.00024018301,0.00032167567,0.00022582972,0.00031646775],"domain_scores_gemma":[0.9982497,0.000077927005,0.0000737646,0.00042802814,0.0010735078,0.000097046686],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001926499,0.00010253011,0.000114642695,0.00022615473,0.004923976,0.07423506,0.0029765572,0.00004116913,0.01358012],"category_scores_gemma":[0.0010387028,0.000102196565,0.000039348663,0.00033130575,0.00011078747,0.007132338,0.0031143406,0.00024712083,0.0013737606],"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":[0.000015993002,0.00003853612,3.2339565e-7,0.00006228717,0.000021638696,7.739566e-7,0.0033177068,0.00000578548,0.00021029449,0.37762535,0.59230655,0.026394786],"study_design_scores_gemma":[0.00022949724,0.000099175224,0.000014097758,0.0000635121,0.000013106915,0.0000068968197,0.0014735289,0.0013834161,0.000060946193,0.0034604736,0.9930625,0.00013285108],"about_ca_topic_score_codex":0.000109334345,"about_ca_topic_score_gemma":0.000009322238,"teacher_disagreement_score":0.96041113,"about_ca_system_score_codex":0.00014889154,"about_ca_system_score_gemma":0.000015824611,"threshold_uncertainty_score":0.9994038},"labels":[],"label_agreement":null},{"id":"W6912274150","doi":"10.5281/zenodo.4110269","title":"The Lethbridge Journal Incubator: A collaborative student-expert Open Access publishing model","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Publishing; Electronic publishing; Scholarly communication; Open research; Access to information","score_opus":0.20167220043457534,"score_gpt":0.34722222654511314,"score_spread":0.1455500261105378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912274150","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011123809,0.0007241491,0.0018090965,0.09863402,0.00034670526,0.00085476786,0.00031405318,0.0007014117,0.88549197],"genre_scores_gemma":[0.9908971,0.0004960043,0.00015720364,0.0037164872,0.00089735334,2.4808898e-7,0.0005908968,0.0007921361,0.002452529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977818,0.00078777544,0.00032134092,0.00026721685,0.00053757586,0.00030430252],"domain_scores_gemma":[0.99715436,0.00006901602,0.0002331998,0.0004613642,0.0018323805,0.00024967812],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020502014,0.00012822315,0.0001391005,0.000097309996,0.012251462,0.16365595,0.008948161,0.000041248546,0.0030364667],"category_scores_gemma":[0.002507932,0.00010094057,0.00004410667,0.00030984398,0.00023566204,0.012083208,0.007198022,0.00084244384,0.00066451356],"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":[0.000059527058,0.00006227049,0.0000021027781,0.0000050896797,0.000051896448,0.000002784985,0.057883326,0.00009168708,0.00009782855,0.09178732,0.82192165,0.02803449],"study_design_scores_gemma":[0.0004412393,0.00010149392,0.00004440412,0.000015977099,0.0000074355157,0.000010105808,0.009557352,0.0026429475,0.000017621,0.00084611226,0.9861821,0.00013322776],"about_ca_topic_score_codex":0.000053553915,"about_ca_topic_score_gemma":0.000008098272,"teacher_disagreement_score":0.97977334,"about_ca_system_score_codex":0.00015325678,"about_ca_system_score_gemma":0.00002907354,"threshold_uncertainty_score":0.9978749},"labels":[],"label_agreement":null},{"id":"W6912650826","doi":"10.5281/zenodo.7186682","title":"Predatory publishing: Towards Curing the Predatory Publishing Malady in the Global South: Community of Practice Approach to Developing Local Strategies and Toolkits","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Publishing; Curing (chemistry); Presentation (obstetrics); Local community","score_opus":0.10979058786023016,"score_gpt":0.26856298840399817,"score_spread":0.158772400543768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912650826","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21335576,0.0006094932,0.003003384,0.015068842,0.00020744577,0.000990084,0.00063589093,0.0004337537,0.76569533],"genre_scores_gemma":[0.9981372,0.000014588629,0.00021357118,0.0007438697,0.000082862294,7.9376605e-7,0.00055017445,0.00015826874,0.00009868352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946363,0.0037861038,0.0003350983,0.00023836219,0.0007175362,0.00028659363],"domain_scores_gemma":[0.9980699,0.00019376987,0.00020847557,0.000766187,0.00068978366,0.000071915034],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0088454075,0.00012713665,0.00013341646,0.00016922069,0.0063338666,0.023842933,0.0035602925,0.000044582674,0.0003698422],"category_scores_gemma":[0.0042180205,0.00010236762,0.000031008338,0.00049054547,0.00031504495,0.009145037,0.004214922,0.0015909253,0.00001882339],"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":[0.00008525718,0.00028512406,0.000035169454,0.00010094947,0.00005206531,0.0000021650162,0.32125092,0.00064817833,0.0000108532095,0.60179394,0.04088395,0.034851447],"study_design_scores_gemma":[0.00020768929,0.000083573555,0.0025609247,0.000020176842,0.000009209782,0.000037825237,0.26827496,0.00024162498,0.0000020373068,0.0009273436,0.7275294,0.000105210194],"about_ca_topic_score_codex":0.0010634715,"about_ca_topic_score_gemma":0.000035490408,"teacher_disagreement_score":0.7847814,"about_ca_system_score_codex":0.00029091007,"about_ca_system_score_gemma":0.000047288075,"threshold_uncertainty_score":0.9949598},"labels":[],"label_agreement":null},{"id":"W6912998185","doi":"10.5281/zenodo.7180737","title":"The Oligopoly's Shift to Open Access Publishing: How For-Profit Publishers Benefit from Gold and Hybrid Article Processing Charges","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Ottawa","funders":"","keywords":"Publishing; Status quo; Transformative learning; Revenue; Academic community; Scholarly communication; Preference","score_opus":0.1078403583690616,"score_gpt":0.2861948484721698,"score_spread":0.17835449010310822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912998185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56163466,0.0009927675,0.00058839977,0.2033104,0.0006375769,0.0025510062,0.001987756,0.0012634972,0.22703393],"genre_scores_gemma":[0.9917326,0.000017262608,0.000084137144,0.0009869938,0.00025673382,0.00000249946,0.0014844178,0.00049158785,0.004943752],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982366,0.00030785508,0.00021846576,0.00041838497,0.00042928217,0.00038939007],"domain_scores_gemma":[0.9983209,0.00010440369,0.00016310468,0.00060672563,0.0006131059,0.00019179983],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0020456254,0.0001318365,0.00013549901,0.00016848958,0.011676157,0.16989148,0.0057985093,0.00002352462,0.0028946681],"category_scores_gemma":[0.0015201967,0.00011829756,0.00003581041,0.00026522038,0.00015891457,0.013267711,0.008519707,0.0004709845,0.00008198082],"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":[0.0001242339,0.00004435274,0.000058106405,0.000019703308,0.00004471589,0.0000013663484,0.017711578,0.000019486846,0.00017804619,0.094694704,0.702853,0.18425071],"study_design_scores_gemma":[0.0003915352,0.000102165744,0.0011342375,0.000013696168,0.000012132295,0.0000045660063,0.0061676637,0.00047146383,0.000069100926,0.0060005053,0.98546255,0.00017038881],"about_ca_topic_score_codex":0.00047063656,"about_ca_topic_score_gemma":0.000038440117,"teacher_disagreement_score":0.43009794,"about_ca_system_score_codex":0.00014693894,"about_ca_system_score_gemma":0.000012216471,"threshold_uncertainty_score":0.9995806},"labels":[],"label_agreement":null},{"id":"W6923815659","doi":"10.14288/1.0418605","title":"British Columbia theses bibliography","year":2022,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Bibliography; National library; Index (typography); Periodical literature","score_opus":0.018371698529655596,"score_gpt":0.17132536375402443,"score_spread":0.15295366522436885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923815659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9417911,0.0006599143,0.000010583939,0.00018955441,0.00032570623,0.00017838179,0.00074691395,0.00018526483,0.055912565],"genre_scores_gemma":[0.9855532,0.0005033772,0.00006582217,0.00014913373,0.00006504603,0.000003187686,0.00012677904,0.000019484183,0.0135139655],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99858934,0.00022745099,0.00015660976,0.00032486615,0.00043916755,0.00026259],"domain_scores_gemma":[0.99892026,0.0000779703,0.00017691706,0.0004580683,0.0002670412,0.00009973081],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005033842,0.000037023587,0.00022818634,0.0003159515,0.0022645446,0.0042594234,0.0010578039,0.00004535907,0.014243183],"category_scores_gemma":[0.00003061633,0.0001933764,0.00021121302,0.0009934284,0.00047144067,0.0014992332,0.0005165161,0.0003988279,0.000012770529],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005739631,0.00035444906,0.04488974,0.000032280004,0.00008695193,0.000099884775,0.0026882621,0.000004661867,0.000014268533,0.000042838434,0.6941318,0.25764912],"study_design_scores_gemma":[0.00047730547,0.0001049087,0.72337633,0.00004546073,0.0000340849,0.00005268541,0.011855641,0.000022764087,1.6621627e-8,0.001989603,0.26183137,0.00020980134],"about_ca_topic_score_codex":0.91331995,"about_ca_topic_score_gemma":0.9765507,"teacher_disagreement_score":0.6784866,"about_ca_system_score_codex":0.00004290815,"about_ca_system_score_gemma":0.00006173124,"threshold_uncertainty_score":0.99903435},"labels":[],"label_agreement":null},{"id":"W6930362201","doi":"10.5281/zenodo.11664587","title":"Todos nuestros veranos / Every Summer After by Carley Fortune on Iphone New Format","year":2024,"lang":"es","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thursday; Download; Context (archaeology); Video recording","score_opus":0.042378133582393125,"score_gpt":0.2479617550745371,"score_spread":0.205583621492144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930362201","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15585275,0.0180314,0.0015173777,0.019792477,0.003087191,0.0021985103,0.0067451536,0.004947234,0.7878279],"genre_scores_gemma":[0.9608001,0.0011654411,0.000029034789,0.0006348384,0.0009241244,2.2187244e-7,0.003976456,0.0016652807,0.03080447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972827,0.00047162478,0.00046185142,0.00055545487,0.00065646425,0.0005719312],"domain_scores_gemma":[0.9981328,0.00007849969,0.00010962593,0.00091655453,0.00043386247,0.0003286122],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081119913,0.00031959778,0.0002606619,0.0003866208,0.0029360424,0.02224979,0.0014184985,0.00015409356,0.025461707],"category_scores_gemma":[0.00033773202,0.0003176964,0.00015740943,0.00025985396,0.00022794615,0.0026088783,0.0010017022,0.0009952964,0.019921064],"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":[0.00017171078,0.00015700054,0.0000046149094,0.00017297124,0.00012054675,0.00001931495,0.009685732,0.000005584095,0.0005210157,0.031496413,0.888139,0.06950609],"study_design_scores_gemma":[0.00045758864,0.00040911947,0.00016034103,0.0003869488,0.00005651155,0.000026751195,0.00063791993,0.00033659424,0.00015495223,0.00029954634,0.9967207,0.00035308022],"about_ca_topic_score_codex":0.00023562563,"about_ca_topic_score_gemma":0.0000025115712,"teacher_disagreement_score":0.8049474,"about_ca_system_score_codex":0.0003077957,"about_ca_system_score_gemma":0.000021437136,"threshold_uncertainty_score":0.9999275},"labels":[],"label_agreement":null},{"id":"W6930980517","doi":"10.5281/zenodo.3350524","title":"Think Like A Scholar: How to find free and Open Access scholarly resources","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Multitude; Public access; Institution; Information access; Access to information; Free access; Scholarly communication; Public institution","score_opus":0.09342736533075044,"score_gpt":0.2810111161672733,"score_spread":0.18758375083652287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930980517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5219316,0.00023235867,0.00005738089,0.013716707,0.00020010036,0.00085916906,0.00023091956,0.00058476004,0.46218702],"genre_scores_gemma":[0.96120507,0.00006274762,0.00045104828,0.0016062928,0.00025064938,1.4176769e-7,0.00048263452,0.000819869,0.035121556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981387,0.00052226504,0.00018851605,0.00044266589,0.0004035872,0.000304262],"domain_scores_gemma":[0.9976372,0.000046614543,0.00011134614,0.0011663904,0.0008129625,0.00022549108],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.0019596454,0.00014598173,0.00017084855,0.0003118044,0.0043080663,0.0996508,0.0066647385,0.0000620844,0.010722708],"category_scores_gemma":[0.0018700971,0.00014192803,0.000032870284,0.00024755398,0.00012122289,0.012477739,0.010935906,0.00074576604,0.0037358704],"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":[0.00015104566,0.00016140689,0.00006974238,0.00006911409,0.00008337298,0.0000044375697,0.07023266,0.0000105851805,0.0019753715,0.07618974,0.7845683,0.06648422],"study_design_scores_gemma":[0.00052412815,0.00018916534,0.0027290825,0.000051709823,0.000008965358,0.000011779176,0.0027928937,0.00005808561,0.000022540931,0.0010248609,0.99239284,0.00019394032],"about_ca_topic_score_codex":0.00018687738,"about_ca_topic_score_gemma":0.000011149138,"teacher_disagreement_score":0.43927348,"about_ca_system_score_codex":0.000080709586,"about_ca_system_score_gemma":0.0000062141944,"threshold_uncertainty_score":0.9987097},"labels":[],"label_agreement":null},{"id":"W6939062020","doi":"10.60692/atxfq-5gm86","title":"Research, Writing, and Creative Process in Open and Distance Education","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Saskatchewan","funders":"","keywords":"Treasure; Publishing; Reflection (computer programming); Appeal; Process (computing); Field (mathematics); Distance education","score_opus":0.1360523543245715,"score_gpt":0.325567087292378,"score_spread":0.1895147329678065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939062020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8794626,0.0000141875535,0.00001737662,0.00027852828,0.000103308215,0.00035977486,0.00003261733,0.00008094119,0.11965067],"genre_scores_gemma":[0.9977063,0.0000013813527,0.000015230446,0.000045353267,0.000048615864,0.0001854148,0.000044872784,0.0000046774276,0.0019481573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917334,0.00014162551,0.00027324134,0.00009872753,0.00017402275,0.00013906627],"domain_scores_gemma":[0.99934286,0.000021370088,0.000101763544,0.00018898584,0.0003016676,0.00004333224],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015533321,0.000065011336,0.00009914541,0.0003609825,0.00044138276,0.0033398694,0.00023747585,0.000033547985,0.000013039481],"category_scores_gemma":[0.00007724058,0.00005562813,0.0000065921395,0.00017589502,0.000083146966,0.0044411556,0.00015602654,0.00015719044,0.00007287223],"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":[0.000019550898,0.0000024090518,0.06786849,0.00026677595,0.0000048935567,2.6656414e-7,0.8714783,0.0000034361487,7.978733e-8,0.057751264,0.0011784016,0.001426125],"study_design_scores_gemma":[0.00042546503,0.000026445061,0.14781752,0.0005463036,0.0000031893076,0.0000035383086,0.8392836,0.0012167175,0.000005662311,0.00027440017,0.010271299,0.00012585816],"about_ca_topic_score_codex":0.00021379664,"about_ca_topic_score_gemma":0.00002631943,"teacher_disagreement_score":0.1182437,"about_ca_system_score_codex":0.000053104788,"about_ca_system_score_gemma":0.000061812665,"threshold_uncertainty_score":0.99769473},"labels":[],"label_agreement":null},{"id":"W6945782103","doi":"10.25547/4qr0-dm84","title":"Playing 'Shame': One Technique for Introducing Text Analysis to the Literary Studies Classroom","year":2021,"lang":"en","type":"article","venue":"Electronic Textual Cultures Lab","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Focus (optics); Soul; Character (mathematics); Advice (programming); Interpretation (philosophy); Subject (documents); Tone (literature)","score_opus":0.03741374956880284,"score_gpt":0.2957974320884549,"score_spread":0.25838368251965205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945782103","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3075144,0.36217692,0.036289647,0.20615247,0.0017476596,0.006196969,0.0008284279,0.0020178463,0.07707568],"genre_scores_gemma":[0.98223525,0.00027188056,0.0012538611,0.0019208259,0.0010677575,0.00040884782,0.000262934,0.000023262557,0.012555373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983168,0.00024159582,0.00031782695,0.00039606157,0.00024318472,0.00048449612],"domain_scores_gemma":[0.998227,0.00031877038,0.00011167541,0.0007171295,0.0005722121,0.000053220745],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00095422415,0.0001897421,0.00032189395,0.00014630126,0.001396039,0.0013849086,0.0006226649,0.000068781934,0.00020238588],"category_scores_gemma":[0.0007951718,0.00013110708,0.00021083337,0.00042311705,0.00007454215,0.0006214693,0.0002308282,0.0006103141,0.000020408252],"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":[0.00008428779,0.00022347202,0.00013930365,0.00005501083,0.00392834,0.0000025895365,0.16594025,0.0001724638,0.011093203,0.6695952,0.13031918,0.018446723],"study_design_scores_gemma":[0.00025093977,0.00017549463,0.00025489688,0.00005286658,0.0005713245,0.0000056478443,0.010605176,0.00010291743,0.0027553604,0.014186001,0.9706998,0.00033961068],"about_ca_topic_score_codex":0.00006664168,"about_ca_topic_score_gemma":0.007980161,"teacher_disagreement_score":0.8403806,"about_ca_system_score_codex":0.00021741755,"about_ca_system_score_gemma":0.00013956825,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W6948853894","doi":"10.5281/zenodo.10680660","title":"Creating a Canadian Library Publishing Community to Support Diamond Open Access","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Alberta","funders":"","keywords":"Publishing; Summit; Scholarly communication; Electronic publishing; Open access publishing; Digital library","score_opus":0.20579612185480017,"score_gpt":0.3186342388733469,"score_spread":0.11283811701854674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6948853894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06582059,0.000009181169,0.000015664778,0.010833717,0.00015320464,0.0004202585,0.0006342171,0.0012589692,0.9208542],"genre_scores_gemma":[0.97381276,0.000017692002,0.00006577837,0.0016661509,0.00023715133,2.642928e-7,0.009507587,0.0008465653,0.013846077],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789894,0.0008655711,0.00025176164,0.00024832008,0.0002797819,0.0004556581],"domain_scores_gemma":[0.99807274,0.000091447924,0.00008804556,0.00085456925,0.00043415333,0.000459015],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.0023565188,0.000121134224,0.00013658528,0.00068449596,0.011201589,0.1014733,0.0080657685,0.000052049334,0.028455958],"category_scores_gemma":[0.00246056,0.00013076467,0.000035037134,0.00074106344,0.00010816701,0.015670067,0.0097031,0.00077219587,0.006858542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012714609,0.000038875085,0.000038427435,0.000018882023,0.000018704857,0.0000063479565,0.03282643,0.000013323009,0.000043536675,0.029518533,0.8898759,0.047588326],"study_design_scores_gemma":[0.0001863787,0.00009727171,0.0019627942,0.000035695288,0.000005194188,0.000006335368,0.0053831213,0.000064364074,0.000029173018,0.0011160147,0.9909516,0.00016204022],"about_ca_topic_score_codex":0.043228053,"about_ca_topic_score_gemma":0.003940555,"teacher_disagreement_score":0.9079921,"about_ca_system_score_codex":0.00015303439,"about_ca_system_score_gemma":0.00003379873,"threshold_uncertainty_score":0.9983062},"labels":[],"label_agreement":null},{"id":"W6949417727","doi":"10.5281/zenodo.14771906","title":"Developing an Equity, Diversity, Inclusion and Belonging (EDIB) strategy for open scholarly publishing - Getting started guide","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"European Commission","keywords":"Publishing; Inclusion (mineral); Context (archaeology); Subject (documents); Scholarly communication; Citation; Inclusion–exclusion principle","score_opus":0.16617318238698314,"score_gpt":0.3338849758944931,"score_spread":0.16771179350750998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949417727","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1092175,0.0005925463,0.021202149,0.024835862,0.0004283539,0.0019488373,0.0004254989,0.00174561,0.83960366],"genre_scores_gemma":[0.99181825,0.000050418992,0.0019074297,0.00090817944,0.0001723758,1.9264041e-7,0.002166919,0.0003401608,0.0026360927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811715,0.0004233469,0.00031911046,0.00041868165,0.00036270285,0.0003590182],"domain_scores_gemma":[0.99745077,0.000084819476,0.00015016376,0.00046541294,0.0017197658,0.00012908477],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0044035763,0.0001404798,0.0001607007,0.00039982097,0.02295408,0.06408124,0.003485611,0.0000772833,0.00073698704],"category_scores_gemma":[0.002551962,0.00015289627,0.00003034005,0.0002560148,0.00014241217,0.018362727,0.038366638,0.0004964028,0.000040425937],"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":[0.00005198336,0.000073585856,0.000038746097,0.00009544268,0.000054385946,0.0000018726882,0.020495351,0.000018393754,0.00039820795,0.6209078,0.059618764,0.29824546],"study_design_scores_gemma":[0.0007658633,0.00013210105,0.00064094685,0.00014715771,0.000023167368,0.0000049716186,0.0055099255,0.0012552638,0.000052186257,0.026042003,0.96519715,0.00022926286],"about_ca_topic_score_codex":0.0007288178,"about_ca_topic_score_gemma":0.00007391242,"teacher_disagreement_score":0.9055784,"about_ca_system_score_codex":0.00028344165,"about_ca_system_score_gemma":0.000026693137,"threshold_uncertainty_score":0.99536693},"labels":[],"label_agreement":null},{"id":"W6949733811","doi":"10.5281/zenodo.15226231","title":"Journal Policy Toolkit for Journals Using OJS","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Electronic publishing; Journal editor; Scholarly communication","score_opus":0.12441826860840678,"score_gpt":0.3181007176913275,"score_spread":0.1936824490829207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949733811","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036558215,0.001047402,0.02067329,0.018512903,0.0008876029,0.00069295964,0.00032969718,0.0008160138,0.9204819],"genre_scores_gemma":[0.979993,0.00030895247,0.00096022664,0.0011756695,0.0019315515,6.233165e-8,0.0004583687,0.00086041534,0.014311755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987125,0.00030970766,0.00030029696,0.00016211734,0.00022854113,0.00028688143],"domain_scores_gemma":[0.99798816,0.000048157868,0.00015184504,0.00034186523,0.0013637142,0.000106242325],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016044161,0.0000971165,0.00012286578,0.00054964074,0.00723328,0.010493161,0.0012276551,0.000043741984,0.0052454704],"category_scores_gemma":[0.002004402,0.00009491526,0.00008180161,0.00022539352,0.00013509039,0.0012691435,0.0005232382,0.00041972587,0.00033392117],"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":[0.000059812744,0.00011337926,0.0000031042953,0.00004351025,0.00009359182,0.000001974477,0.008143416,0.00006104047,0.0011136414,0.4098288,0.44653526,0.13400246],"study_design_scores_gemma":[0.00039200755,0.00006410497,0.000062172585,0.00006705037,0.000018050816,0.000043373373,0.0012352483,0.00047380637,0.000044563276,0.008540201,0.98896134,0.00009806642],"about_ca_topic_score_codex":0.000041371808,"about_ca_topic_score_gemma":0.0000013719014,"teacher_disagreement_score":0.9434348,"about_ca_system_score_codex":0.00022964554,"about_ca_system_score_gemma":0.000022265387,"threshold_uncertainty_score":0.9956639},"labels":[],"label_agreement":null},{"id":"W6949835231","doi":"10.5281/zenodo.3497095","title":"Bringing Open Scholarship and Open Education to the Public through an Academic/Public Library Collaboration","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Status quo; Order (exchange); Open education; Space (punctuation); Public access; Access to information; Higher education","score_opus":0.13325724508963666,"score_gpt":0.3142233222758939,"score_spread":0.18096607718625723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949835231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2468482,0.00029271428,0.00008899831,0.07016271,0.0003580892,0.0019187647,0.00013253075,0.00055275584,0.67964524],"genre_scores_gemma":[0.9869664,0.00012034112,0.00036974638,0.0026165084,0.00029012014,6.84967e-7,0.0020482775,0.00051342073,0.0070745437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795777,0.0008559948,0.00024857972,0.00039059363,0.00027314783,0.00027389135],"domain_scores_gemma":[0.99815243,0.000039824947,0.00013797221,0.0008353978,0.0006489114,0.00018547416],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0019080502,0.000121320685,0.00012583015,0.00018492692,0.0045667468,0.05037794,0.0050196126,0.00006009576,0.008507751],"category_scores_gemma":[0.0008261516,0.00010701435,0.000016027043,0.00044279097,0.000097378004,0.023545537,0.0053115664,0.0005400989,0.0025530541],"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":[0.000030780517,0.000112782305,0.00009352682,0.000018,0.000019766207,2.4268158e-7,0.021437682,0.0000028740624,0.0002963704,0.706385,0.17961363,0.09198931],"study_design_scores_gemma":[0.00023390623,0.0001234395,0.0011773818,0.00003787148,0.0000053065287,0.0000112222015,0.00594295,0.000093971285,0.000029309766,0.0025416142,0.9896505,0.00015251586],"about_ca_topic_score_codex":0.00010073886,"about_ca_topic_score_gemma":0.0000192501,"teacher_disagreement_score":0.8100369,"about_ca_system_score_codex":0.0000895932,"about_ca_system_score_gemma":0.000043399137,"threshold_uncertainty_score":0.9982236},"labels":[],"label_agreement":null},{"id":"W6949970241","doi":"10.5281/zenodo.3601428","title":"8.3 A Library-Publisher Partnership for Open Access: Building an Innovative Relationship between Scholarly Publishers and Academic Libraries","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Publishing; Scholarly communication; Ideal (ethics); Strategic partnership; Project commissioning; Information access; Electronic publishing","score_opus":0.4148828365976178,"score_gpt":0.3710958396628309,"score_spread":0.04378699693478694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949970241","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17716494,0.0004585135,0.0011326505,0.02236244,0.0002516023,0.0017154886,0.00034223087,0.0021301587,0.794442],"genre_scores_gemma":[0.986974,0.000007315263,0.0010622749,0.00074466586,0.0005522808,0.0000010030518,0.0051633758,0.0008251974,0.0046698633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976174,0.0007784997,0.0003970015,0.00047325384,0.00036413077,0.00036970025],"domain_scores_gemma":[0.99712735,0.00023014011,0.00024937882,0.0005958893,0.0014283076,0.00036892242],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0028884949,0.00017834076,0.00020359349,0.00050927966,0.0038410095,0.14290439,0.004884747,0.00013917881,0.0010378032],"category_scores_gemma":[0.007858405,0.00018006336,0.00002828319,0.00068260066,0.00036328685,0.1098892,0.004566963,0.000951476,0.0001319388],"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":[0.00007920761,0.000041565938,0.0025040116,0.000026389986,0.000032220836,4.842832e-7,0.018967051,0.0000019372828,0.000008645453,0.44891915,0.5178942,0.011525149],"study_design_scores_gemma":[0.0007409654,0.00017086715,0.0074970806,0.000038112245,0.000016467366,0.000004013853,0.004202041,0.000054370124,0.000013116183,0.04234062,0.94468933,0.00023302353],"about_ca_topic_score_codex":0.00006218931,"about_ca_topic_score_gemma":0.000001594226,"teacher_disagreement_score":0.8098091,"about_ca_system_score_codex":0.00008808835,"about_ca_system_score_gemma":0.00004607848,"threshold_uncertainty_score":0.99987537},"labels":[],"label_agreement":null},{"id":"W6949991060","doi":"10.5281/zenodo.15166501","title":"Inception of an OPERAS Open Infrastructures for OA Books Working Group","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Interoperability; Proposition; Group (periodic table); Working group; User group; Work (physics)","score_opus":0.08656168025849575,"score_gpt":0.2827576308976737,"score_spread":0.19619595063917794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949991060","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14378417,0.00082226587,0.0062832525,0.002039392,0.0008914635,0.0018719098,0.0007754753,0.0018842071,0.84164786],"genre_scores_gemma":[0.9945056,0.000025619818,0.0006686323,0.00009914005,0.00032595414,1.9698045e-7,0.0023547492,0.000503147,0.0015169525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889535,0.00025076605,0.00023040701,0.00025432935,0.00019153433,0.0001776011],"domain_scores_gemma":[0.99907255,0.00003751614,0.000070346396,0.00039906378,0.00034959908,0.00007089833],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001055519,0.000094008305,0.0001128955,0.00019773631,0.002024292,0.008735541,0.0016102511,0.000041484374,0.0061797346],"category_scores_gemma":[0.00025552866,0.00008939173,0.000041038784,0.00011299401,0.00015347714,0.0017856382,0.0009592253,0.00024317854,0.00022675269],"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":[0.000070723276,0.00007644411,0.0000017828593,0.000094803654,0.000048099682,0.0000012653238,0.021644702,0.000025910414,0.0027842578,0.5138755,0.08284867,0.37852785],"study_design_scores_gemma":[0.00022138956,0.000231584,0.00014027361,0.00007885312,0.000012828513,0.0000075666367,0.0014386687,0.00117197,0.000101087004,0.005075271,0.99140984,0.00011069712],"about_ca_topic_score_codex":0.00012201515,"about_ca_topic_score_gemma":0.000013526286,"teacher_disagreement_score":0.9085611,"about_ca_system_score_codex":0.00007250317,"about_ca_system_score_gemma":0.0000047612616,"threshold_uncertainty_score":0.9992749},"labels":[],"label_agreement":null},{"id":"W6950082862","doi":"10.5281/zenodo.7307273","title":"Funding OA Books","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Publishing; Institution; Statement (logic); Scholarly communication; Public policy; Legislation","score_opus":0.09549676700270772,"score_gpt":0.24507883226235608,"score_spread":0.14958206525964834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950082862","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01944429,0.00013511829,0.00018404554,0.0023777196,0.000275915,0.00018903405,0.00019665583,0.0010164182,0.9761808],"genre_scores_gemma":[0.983617,0.000010184298,0.000038099202,0.00032251232,0.00021463347,7.5167165e-8,0.0013696862,0.0005898636,0.013837909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860483,0.00045853492,0.00016106176,0.00020509139,0.00033384387,0.00023663188],"domain_scores_gemma":[0.9991326,0.000022669008,0.00007918526,0.00043468937,0.00024807852,0.00008280382],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011029742,0.00007623771,0.00007623077,0.00019896288,0.010494189,0.003501662,0.001344032,0.000014519797,0.06628818],"category_scores_gemma":[0.00026847786,0.00008545084,0.000040739116,0.000119819095,0.00011370252,0.00065169233,0.0018221212,0.0004551646,0.002369263],"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":[0.000024773772,0.00010718561,0.0000021951255,0.000012964275,0.000026158323,0.0000043578825,0.020228691,0.000035342004,0.00049155933,0.40387383,0.5173358,0.057857152],"study_design_scores_gemma":[0.00017926353,0.000111571186,0.00004278248,0.0000039744464,0.000005591368,0.000024362464,0.0037324287,0.00018653597,0.000013770634,0.0009394972,0.9946546,0.000105621824],"about_ca_topic_score_codex":0.000051136292,"about_ca_topic_score_gemma":0.0000011613506,"teacher_disagreement_score":0.9641727,"about_ca_system_score_codex":0.00016779413,"about_ca_system_score_gemma":0.0000026195673,"threshold_uncertainty_score":0.9984075},"labels":[],"label_agreement":null},{"id":"W6950093863","doi":"10.5281/zenodo.7371074","title":"Beyond Open Access:Supporting diverse, equitable, and sustainable scholarly publishing with open values and infrastructure","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Service (business); Open source software; Public service; Project commissioning; Open university","score_opus":0.07005436459914753,"score_gpt":0.2948563020897297,"score_spread":0.22480193749058214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950093863","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1268836,0.00035076577,0.00011107968,0.0051055453,0.00008151952,0.0010938236,0.00027835552,0.000362304,0.865733],"genre_scores_gemma":[0.9846541,0.00005202674,0.00029443612,0.00070989924,0.00009188899,5.743606e-7,0.0013032624,0.00047588238,0.01241792],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783003,0.0006015635,0.00022468742,0.00042083632,0.00041987852,0.0005029841],"domain_scores_gemma":[0.9980596,0.000041867468,0.00021704254,0.00048122558,0.0010367966,0.00016349035],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.0043298583,0.0001335102,0.00016395339,0.00026942193,0.020327372,0.23306888,0.005485964,0.00003217522,0.012406322],"category_scores_gemma":[0.0013560094,0.00012764946,0.00001351084,0.00032087642,0.00022604995,0.04889836,0.051082917,0.00082115096,0.000028690143],"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":[0.00016645808,0.00009482494,0.00022912402,0.00008684421,0.00008130564,0.000028647462,0.04190631,0.00006396718,0.00007635941,0.43406168,0.44024286,0.08296164],"study_design_scores_gemma":[0.00071556796,0.00023966546,0.0011641796,0.000017557368,0.000018446144,0.000064257794,0.04835647,0.00011704668,0.000004963151,0.013308114,0.9358084,0.00018532487],"about_ca_topic_score_codex":0.0010752748,"about_ca_topic_score_gemma":0.000009589737,"teacher_disagreement_score":0.8577705,"about_ca_system_score_codex":0.00017017734,"about_ca_system_score_gemma":0.000022822389,"threshold_uncertainty_score":0.99989486},"labels":[],"label_agreement":null},{"id":"W6950369064","doi":"10.5281/zenodo.7186681","title":"Predatory publishing: Towards Curing the Predatory Publishing Malady in the Global South: Community of Practice Approach to Developing Local Strategies and Toolkits","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Publishing; Curing (chemistry); Presentation (obstetrics); Local community","score_opus":0.10979058786023016,"score_gpt":0.26856298840399817,"score_spread":0.158772400543768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950369064","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21335576,0.0006094932,0.003003384,0.015068842,0.00020744577,0.000990084,0.00063589093,0.0004337537,0.76569533],"genre_scores_gemma":[0.9981372,0.000014588629,0.00021357118,0.0007438697,0.000082862294,7.9376605e-7,0.00055017445,0.00015826874,0.00009868352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946363,0.0037861038,0.0003350983,0.00023836219,0.0007175362,0.00028659363],"domain_scores_gemma":[0.9980699,0.00019376987,0.00020847557,0.000766187,0.00068978366,0.000071915034],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0088454075,0.00012713665,0.00013341646,0.00016922069,0.0063338666,0.023842933,0.0035602925,0.000044582674,0.0003698422],"category_scores_gemma":[0.0042180205,0.00010236762,0.000031008338,0.00049054547,0.00031504495,0.009145037,0.004214922,0.0015909253,0.00001882339],"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":[0.00008525718,0.00028512406,0.000035169454,0.00010094947,0.00005206531,0.0000021650162,0.32125092,0.00064817833,0.0000108532095,0.60179394,0.04088395,0.034851447],"study_design_scores_gemma":[0.00020768929,0.000083573555,0.0025609247,0.000020176842,0.000009209782,0.000037825237,0.26827496,0.00024162498,0.0000020373068,0.0009273436,0.7275294,0.000105210194],"about_ca_topic_score_codex":0.0010634715,"about_ca_topic_score_gemma":0.000035490408,"teacher_disagreement_score":0.7847814,"about_ca_system_score_codex":0.00029091007,"about_ca_system_score_gemma":0.000047288075,"threshold_uncertainty_score":0.9949598},"labels":[],"label_agreement":null},{"id":"W6957925790","doi":"10.60692/e75rh-2bn07","title":"Research, Writing, and Creative Process in Open and Distance Education","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Saskatchewan","funders":"","keywords":"Treasure; Publishing; Reflection (computer programming); Appeal; Process (computing); Field (mathematics); Distance education","score_opus":0.1360523543245715,"score_gpt":0.325567087292378,"score_spread":0.1895147329678065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957925790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8794626,0.0000141875535,0.00001737662,0.00027852828,0.000103308215,0.00035977486,0.00003261733,0.00008094119,0.11965067],"genre_scores_gemma":[0.9977063,0.0000013813527,0.000015230446,0.000045353267,0.000048615864,0.0001854148,0.000044872784,0.0000046774276,0.0019481573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917334,0.00014162551,0.00027324134,0.00009872753,0.00017402275,0.00013906627],"domain_scores_gemma":[0.99934286,0.000021370088,0.000101763544,0.00018898584,0.0003016676,0.00004333224],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015533321,0.000065011336,0.00009914541,0.0003609825,0.00044138276,0.0033398694,0.00023747585,0.000033547985,0.000013039481],"category_scores_gemma":[0.00007724058,0.00005562813,0.0000065921395,0.00017589502,0.000083146966,0.0044411556,0.00015602654,0.00015719044,0.00007287223],"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":[0.000019550898,0.0000024090518,0.06786849,0.00026677595,0.0000048935567,2.6656414e-7,0.8714783,0.0000034361487,7.978733e-8,0.057751264,0.0011784016,0.001426125],"study_design_scores_gemma":[0.00042546503,0.000026445061,0.14781752,0.0005463036,0.0000031893076,0.0000035383086,0.8392836,0.0012167175,0.000005662311,0.00027440017,0.010271299,0.00012585816],"about_ca_topic_score_codex":0.00021379664,"about_ca_topic_score_gemma":0.00002631943,"teacher_disagreement_score":0.1182437,"about_ca_system_score_codex":0.000053104788,"about_ca_system_score_gemma":0.000061812665,"threshold_uncertainty_score":0.99769473},"labels":[],"label_agreement":null},{"id":"W6959709661","doi":"10.11575/prism/29792","title":"Open Access Journals Support in Canada","year":2010,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Access to information; Information access; Open research; Free access; Data access","score_opus":0.051837854274143946,"score_gpt":0.2603502238826511,"score_spread":0.20851236960850716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6959709661","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075509184,0.00021985541,0.00009244496,0.00096686743,0.0003371378,0.00016083404,0.0000072062962,0.00001926714,0.9974413],"genre_scores_gemma":[0.004283043,0.000297354,0.0007913773,0.0001563238,0.000049728867,3.4600185e-7,0.00007867683,0.000060748793,0.9942824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993036,0.00007236329,0.00011609987,0.00014913121,0.0002185417,0.00014027928],"domain_scores_gemma":[0.9990951,0.000029141085,0.00030979238,0.00043268525,0.00005638646,0.00007690509],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027168743,0.0001055673,0.00027266142,0.00029286093,0.00013847511,0.00065307727,0.003689451,0.000119396165,0.041558605],"category_scores_gemma":[0.00002509489,0.00012292598,0.0000411784,0.000042123767,0.00008779334,0.0013247628,0.0010888117,0.00067823427,0.000019585608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007171832,0.000025277232,0.0009787488,0.00001873658,0.000030323159,0.000025501677,0.0018112566,1.4582075e-8,0.0000013731257,0.0034895786,0.95664775,0.03696429],"study_design_scores_gemma":[0.00026175988,0.000006430415,0.0026769578,0.000086253654,0.000016971491,6.991506e-7,0.00025638464,0.000039222567,6.1900516e-7,0.00033789696,0.99617535,0.00014144334],"about_ca_topic_score_codex":0.9937885,"about_ca_topic_score_gemma":0.9962773,"teacher_disagreement_score":0.041539017,"about_ca_system_score_codex":0.00012799936,"about_ca_system_score_gemma":0.0013223566,"threshold_uncertainty_score":0.95931756},"labels":[],"label_agreement":null},{"id":"W6967579132","doi":"10.5281/zenodo.11202591","title":"University of Alberta Library & Open Access Monographs","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Futures contract; Futures studies; Information access; Arcadia; Collection development","score_opus":0.09177831163440088,"score_gpt":0.2707486683843248,"score_spread":0.17897035674992395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967579132","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012769748,0.00022254938,0.000118390664,0.0034533737,0.000111969086,0.00019346066,0.00016862214,0.0004917349,0.98247015],"genre_scores_gemma":[0.97495866,0.00018594372,0.00006811572,0.00007842286,0.000081520084,5.3983418e-9,0.001634045,0.00041886955,0.022574391],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992442,0.0002161919,0.000107658874,0.000183418,0.00012667393,0.00012183665],"domain_scores_gemma":[0.99932474,0.000037680926,0.00004461483,0.00036753158,0.00015999166,0.00006544983],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003308803,0.000060780934,0.000078196754,0.00020034156,0.0015828651,0.012086191,0.0033388054,0.000025085605,0.041754577],"category_scores_gemma":[0.00009849834,0.00006365864,0.000039504674,0.00023709751,0.00016846781,0.005337548,0.0036125476,0.0002018084,0.0016765621],"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":[0.000024946377,0.000054875458,0.0000044010103,0.000044271397,0.000040114777,0.0000033043927,0.015734944,0.0000030208382,0.000045758014,0.30931655,0.6343367,0.040391088],"study_design_scores_gemma":[0.0001076384,0.000046377594,0.00011478426,0.000047688307,0.00001007117,0.0000039703427,0.0012797853,0.00021623643,0.000025735513,0.0015082671,0.99656457,0.00007486297],"about_ca_topic_score_codex":0.00061527983,"about_ca_topic_score_gemma":0.000014681122,"teacher_disagreement_score":0.96218896,"about_ca_system_score_codex":0.000021855243,"about_ca_system_score_gemma":0.00000617242,"threshold_uncertainty_score":0.99971694},"labels":[],"label_agreement":null},{"id":"W6967999070","doi":"10.5281/zenodo.10958393","title":"Creating a Canadian Library Publishing Community to Support Scholar-led Publishing","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Ottawa; University of Alberta","funders":"","keywords":"Publishing; General partnership; Electronic publishing; Scholarly communication; Project commissioning; Digital library; Community engagement","score_opus":0.0770590520403382,"score_gpt":0.2515773503018604,"score_spread":0.1745182982615222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967999070","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04211986,0.00016547921,0.000097790056,0.018428782,0.000438335,0.00032660452,0.000686604,0.002536562,0.9352],"genre_scores_gemma":[0.98205924,0.00002048921,0.00028982433,0.0017770918,0.0006334382,1.9082859e-7,0.006559073,0.0011405989,0.0075200726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970155,0.0012261616,0.0003644604,0.00036246786,0.00045891965,0.0005725415],"domain_scores_gemma":[0.9976194,0.00013945336,0.00007144888,0.0008906508,0.00065715634,0.00062189955],"candidate_categories":["sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.004298163,0.00018300542,0.00016267094,0.0009947488,0.012114436,0.17968735,0.003352164,0.000106900414,0.03236056],"category_scores_gemma":[0.005985596,0.00019402531,0.000075583004,0.0006671715,0.00012999147,0.027658602,0.0020991287,0.0025735057,0.0047688386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117218915,0.00004552802,0.000007099416,0.000063675514,0.000042717285,0.000015231558,0.053528808,0.0000079236615,0.0001420746,0.09679175,0.7215506,0.12779291],"study_design_scores_gemma":[0.00015680864,0.00012246887,0.0002130202,0.00013722919,0.000012641866,0.00003478258,0.0073066037,0.00018825891,0.000034641318,0.0011057808,0.99046576,0.00022199265],"about_ca_topic_score_codex":0.017452568,"about_ca_topic_score_gemma":0.0016745055,"teacher_disagreement_score":0.9399394,"about_ca_system_score_codex":0.0003650718,"about_ca_system_score_gemma":0.00006101387,"threshold_uncertainty_score":0.9997276},"labels":[],"label_agreement":null},{"id":"W6968341933","doi":"10.5281/zenodo.15547122","title":"Diamond Open Access in Canada","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Alberta","funders":"","keywords":"Publishing; Session (web analytics); Presentation (obstetrics); Service (business); Scholarly communication; Position (finance); Scholarship","score_opus":0.09428275097064208,"score_gpt":0.294550380943655,"score_spread":0.2002676299730129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968341933","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040604904,0.000093891606,0.000048940143,0.004115502,0.00017340416,0.0002726497,0.000096587646,0.00013918044,0.95445496],"genre_scores_gemma":[0.9915043,0.000031753432,0.000014787783,0.0005807863,0.00004450692,6.349445e-8,0.000585476,0.0002093004,0.007028988],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900943,0.00026650555,0.000181105,0.00019269032,0.00015914298,0.00019110605],"domain_scores_gemma":[0.9991329,0.000031246902,0.00005282755,0.00042931232,0.0002980565,0.000055675013],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005843385,0.000069051464,0.00009483794,0.00018967006,0.001837373,0.010945113,0.003799901,0.000017821994,0.011080445],"category_scores_gemma":[0.0004715891,0.00007165214,0.000013644978,0.0002427076,0.000067006935,0.0019004627,0.003576158,0.00026734965,0.00036109737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002411796,0.00006117132,0.00008338284,0.000023152477,0.000017276769,0.000004059475,0.0030325619,0.000021090467,0.000035649588,0.1551807,0.7711379,0.07037897],"study_design_scores_gemma":[0.00025645044,0.000012727072,0.002779731,0.00003224791,0.000002975635,0.0000012628171,0.001164614,0.00012021541,0.000021848777,0.001215005,0.994314,0.000078914105],"about_ca_topic_score_codex":0.44146314,"about_ca_topic_score_gemma":0.19156162,"teacher_disagreement_score":0.9508994,"about_ca_system_score_codex":0.00040673645,"about_ca_system_score_gemma":0.000046515997,"threshold_uncertainty_score":0.9994621},"labels":[],"label_agreement":null},{"id":"W6968436346","doi":"10.5281/zenodo.3821954","title":"Cooperative Non-APC Publishing Models: Canada, Europe and Latin America","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; General partnership; Latin Americans; Metadata; Electronic publishing; Best practice; Data sharing; Grey literature","score_opus":0.07822147510694098,"score_gpt":0.2141594604977238,"score_spread":0.13593798539078283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968436346","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022693634,0.00022568888,0.0019601732,0.03031243,0.000120928984,0.000349308,0.00050189154,0.000682277,0.9431537],"genre_scores_gemma":[0.9939249,0.0000770794,0.00012708288,0.0023989847,0.00025511696,4.486205e-8,0.0011737541,0.0004940355,0.001548999],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986234,0.0003265744,0.0002078465,0.00029514087,0.0003100735,0.00023701818],"domain_scores_gemma":[0.9984207,0.000037769136,0.00009709459,0.00028700725,0.00092783896,0.00022957004],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035461847,0.0001199017,0.00013263577,0.00007431803,0.002997939,0.009431174,0.0009679976,0.000028548813,0.0037545606],"category_scores_gemma":[0.0012688974,0.00011927098,0.000017996912,0.00022589117,0.00017659013,0.0026512775,0.0009963525,0.00048688514,0.00036521762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003412182,0.000038468967,0.0000025980216,0.000030083378,0.000038405502,0.000007577296,0.042686433,0.00024816254,0.00026856526,0.058106795,0.8552671,0.04327167],"study_design_scores_gemma":[0.00023350165,0.0001019331,0.0000898052,0.000014625448,0.0000074089908,0.000004557432,0.0033035926,0.010783478,0.00001602102,0.00010660759,0.9851934,0.00014511292],"about_ca_topic_score_codex":0.017380606,"about_ca_topic_score_gemma":0.0011182633,"teacher_disagreement_score":0.9712313,"about_ca_system_score_codex":0.00007366923,"about_ca_system_score_gemma":0.000020439782,"threshold_uncertainty_score":0.9983},"labels":[],"label_agreement":null},{"id":"W6968698991","doi":"10.5281/zenodo.3497096","title":"Bringing Open Scholarship and Open Education to the Public through an Academic/Public Library Collaboration","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Scholarship; Status quo; Order (exchange); Open education; Space (punctuation); Public access; Access to information; Higher education","score_opus":0.1988941691716067,"score_gpt":0.348601955098288,"score_spread":0.1497077859266813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968698991","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16846845,0.0022943777,8.234858e-7,0.14185053,0.0007800148,0.004239473,0.028910492,0.0003681546,0.6530877],"genre_scores_gemma":[0.9339374,0.000019077528,0.00021016592,0.007318807,0.0004318938,0.00045129753,0.048273537,0.00003546085,0.0093224095],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988396,0.00027772124,0.00020405787,0.00029407712,0.00017676521,0.00020774287],"domain_scores_gemma":[0.9986046,0.00011201949,0.00014050609,0.0007397723,0.00027804694,0.00012508915],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00044173605,0.000121342375,0.0001265338,0.000088799425,0.00088400015,0.03357497,0.0032563938,0.00008210878,0.050273847],"category_scores_gemma":[0.0010006287,0.000097453994,0.000016260572,0.00022433004,0.000010525711,0.048551925,0.001970594,0.0004927007,0.0011650699],"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":[0.000010112518,0.00006219377,0.0012240063,0.000033665365,0.000014146893,1.5977933e-7,0.017737059,0.0000012354778,0.00002081403,0.19655222,0.7660785,0.018265931],"study_design_scores_gemma":[0.0001355682,0.00003939985,0.0045383205,0.00032113897,0.000002928121,0.0000018618654,0.0034683691,0.00005617067,0.000021999267,0.0020486019,0.9892061,0.00015955565],"about_ca_topic_score_codex":0.000107022446,"about_ca_topic_score_gemma":0.0005817924,"teacher_disagreement_score":0.7654689,"about_ca_system_score_codex":0.000041892792,"about_ca_system_score_gemma":0.0004943157,"threshold_uncertainty_score":0.9996126},"labels":[],"label_agreement":null},{"id":"W6974403250","doi":"10.58079/s47k","title":"Microsoft releasing book search in beta","year":2006,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BETA (programming language)","score_opus":0.02981841705437406,"score_gpt":0.24185343165849074,"score_spread":0.21203501460411667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6974403250","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1542375,0.0029781302,0.0002868429,0.08864659,0.0019063334,0.0009253677,0.000348244,0.00043579188,0.7502352],"genre_scores_gemma":[0.96170115,0.00012424159,0.00040754292,0.011031656,0.0012510351,0.00012177474,0.00213896,0.00004085381,0.023182811],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978829,0.0002819549,0.00055653945,0.00038949662,0.00047087396,0.00041825708],"domain_scores_gemma":[0.9986891,0.00017645757,0.00015428656,0.00055700826,0.00033253623,0.00009057192],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00068733987,0.00022072764,0.00025039146,0.00033247116,0.0008959831,0.0023727887,0.00061632606,0.00011577776,0.0045858803],"category_scores_gemma":[0.00006836332,0.00023051351,0.00009838167,0.00016111406,0.0002384072,0.026809685,0.00015266924,0.0005551656,0.0010626718],"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":[0.000044583452,0.00032065314,0.0005464247,0.000029424373,0.000014239906,0.000017137989,0.0010955251,0.00009854704,0.0006571613,0.9030556,0.09204121,0.0020794626],"study_design_scores_gemma":[0.001006829,0.00007650461,0.033713713,0.00018184303,0.000018770907,0.000013792721,0.0007881473,0.00013772411,0.0010452237,0.005575453,0.95700306,0.0004389209],"about_ca_topic_score_codex":0.0018608178,"about_ca_topic_score_gemma":0.010889553,"teacher_disagreement_score":0.8974802,"about_ca_system_score_codex":0.00020095952,"about_ca_system_score_gemma":0.0001085797,"threshold_uncertainty_score":0.9997151},"labels":[],"label_agreement":null},{"id":"W6980634325","doi":"","title":"Community-based Early Childhood Environmental Education: Narratives of Forest Explorations between Costa Rica and Canada","year":2020,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Experiential learning; Narrative; Outdoor education; Early childhood education; Situated; Early childhood; Place-based education; Action research; Praxis; Situated learning","score_opus":0.017251110891337264,"score_gpt":0.14880481008180074,"score_spread":0.13155369919046347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980634325","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041777883,0.00018410794,0.000022882043,0.0014095985,0.00012312403,0.00032283636,0.009062648,0.0002473441,0.9468496],"genre_scores_gemma":[0.66337514,0.00004045889,0.00019044585,0.00013827224,0.0001528081,2.2997492e-7,0.007095205,0.000102831895,0.32890463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896014,0.00025628007,0.00014351045,0.00025307416,0.00021536168,0.00017162843],"domain_scores_gemma":[0.998857,0.00011649828,0.00030902738,0.00047960854,0.000016437814,0.00022141612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000021890764,0.0002726789,0.0003256657,0.00045547733,0.0007577658,0.00055281766,0.001067649,0.00013891752,0.00045712112],"category_scores_gemma":[0.000008441912,0.0003407545,0.00009609549,0.00020126243,0.0005192225,0.0025844441,0.0004234151,0.0006092035,0.000012524055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067446155,0.0005402924,0.05697697,0.00011495824,0.00041595972,0.000020658565,0.024565892,0.0000038757657,9.137205e-7,0.044843897,0.87111574,0.0013333989],"study_design_scores_gemma":[0.00035528908,0.000099174686,0.0045624473,0.00013457699,0.00006661593,3.37876e-7,0.05646811,6.4087374e-7,0.0000012502184,0.000114329276,0.93788886,0.00030838072],"about_ca_topic_score_codex":0.04356838,"about_ca_topic_score_gemma":0.074306004,"teacher_disagreement_score":0.62159723,"about_ca_system_score_codex":0.0001166099,"about_ca_system_score_gemma":0.001074279,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W6982629582","doi":"","title":"Involvement of MexR in the transcriptional regulation of MexAB-OprM, a multidrug efflux system in Pseudomonas aeruginosa","year":2001,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pseudomonas aeruginosa; Transcriptional regulation; Efflux; Multiple drug resistance; Pseudomonadales; Bacteria; Regulation of gene expression","score_opus":0.009332053227176522,"score_gpt":0.1509748607701069,"score_spread":0.14164280754293038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982629582","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022026813,0.0010171056,0.00001058294,0.0010749551,0.00018985095,0.00038005188,0.00058769097,0.000009343939,0.9747036],"genre_scores_gemma":[0.94156533,0.00014421275,0.0001502147,0.00013723486,0.00007151635,0.000017643666,0.00007836519,0.00003799876,0.057797484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771816,0.00021864152,0.00046956536,0.00015776671,0.0012855055,0.00015035666],"domain_scores_gemma":[0.9991004,0.00019119371,0.00036456695,0.0002976747,0.0000014040214,0.0000447449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006754103,0.00016599256,0.00032044828,0.00010698709,0.00006280155,0.00003977567,0.0004182243,0.000041950552,0.00015761923],"category_scores_gemma":[0.000003495784,0.0001354724,0.000037190086,0.000057474022,0.00012182456,0.00032619134,0.00004877779,0.00020600001,2.0681183e-9],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014687028,0.00014099096,0.011733085,0.0011332126,0.0001034305,0.000011082534,0.0063876538,0.00008015219,0.0016189237,0.9634285,0.013592744,0.0016233418],"study_design_scores_gemma":[0.0019937123,0.00012448958,0.085068464,0.0037738904,0.000078084304,0.000004893942,0.062645145,0.0019332233,0.0024568576,0.0017467801,0.8395828,0.00059168256],"about_ca_topic_score_codex":0.075316995,"about_ca_topic_score_gemma":0.5174712,"teacher_disagreement_score":0.9616817,"about_ca_system_score_codex":0.000017148242,"about_ca_system_score_gemma":0.0005425356,"threshold_uncertainty_score":0.93084055},"labels":[],"label_agreement":null},{"id":"W6983190256","doi":"","title":"Lock Search Group Emerges as Vancouver’s Premier Recruiting and Executive Search Firm","year":2024,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Lock (firearm); Work (physics); Order (exchange); Government (linguistics)","score_opus":0.06341666290831512,"score_gpt":0.2949703933737511,"score_spread":0.23155373046543598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983190256","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029601768,0.0064337673,0.000011408636,0.00047524108,0.00090617646,0.00032313055,0.00007293945,0.00044284796,0.99103844],"genre_scores_gemma":[0.011947234,0.0008109628,0.00023777828,0.00015401593,0.0010424927,0.00003613713,0.000086628694,0.000334298,0.98535043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838495,0.0001938085,0.0002274337,0.00044967668,0.00040924308,0.00033488363],"domain_scores_gemma":[0.9990756,0.00010617812,0.00006270828,0.000533113,0.0001148204,0.0001075851],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006722317,0.00026280433,0.00027022668,0.00036573634,0.000274937,0.0019356145,0.00046702664,0.00021400976,0.012761854],"category_scores_gemma":[0.000068264126,0.000216354,0.00007799508,0.00006506165,0.00021179218,0.0004613371,0.00044857117,0.0010566288,0.0006978828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005318661,0.000025278989,0.000017031953,0.00017201755,0.00010579095,0.0000052835567,0.017455073,1.2796157e-7,0.000004248028,0.067506514,0.91132337,0.0033799463],"study_design_scores_gemma":[0.000109130284,0.000059215334,0.000005117463,0.0004904796,0.00003289155,0.0000020579885,0.010176091,0.00005012053,0.000005131466,0.0017372777,0.98705345,0.00027904505],"about_ca_topic_score_codex":0.011814569,"about_ca_topic_score_gemma":0.025349475,"teacher_disagreement_score":0.07573007,"about_ca_system_score_codex":0.00007762171,"about_ca_system_score_gemma":0.00006493502,"threshold_uncertainty_score":0.99910045},"labels":[],"label_agreement":null},{"id":"W6988071710","doi":"","title":"“We Make Things Today For Tomorrow”: Artists’ Publishing for the Future","year":2024,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Order (exchange); The arts; Intuition; Project commissioning; Electronic publishing","score_opus":0.12133814351123627,"score_gpt":0.3017317750047261,"score_spread":0.1803936314934898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988071710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8897937,0.008556153,0.008384142,0.076852344,0.007906367,0.0022122294,0.0006737434,0.001523844,0.004097474],"genre_scores_gemma":[0.93126327,0.00024401996,0.00015070953,0.0015006647,0.0026927888,0.00003534787,0.00018965562,0.00009909563,0.063824445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979567,0.00019799467,0.00032284955,0.0005736687,0.0003919101,0.0005569011],"domain_scores_gemma":[0.99740654,0.0010254078,0.00016084577,0.0008536527,0.0003904257,0.0001631025],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0015853521,0.00032986235,0.00027411623,0.00043174706,0.0016991922,0.018458048,0.002067986,0.00023154744,0.000065991466],"category_scores_gemma":[0.00019785772,0.00027122378,0.00035338567,0.00021608589,0.0001819137,0.01481171,0.0003612337,0.0011115569,0.000056057823],"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":[0.00066771376,0.00031967202,0.051217545,0.0013862813,0.0010619918,0.00011334757,0.12702192,0.000037750564,0.0004963816,0.70973986,0.003227013,0.1047105],"study_design_scores_gemma":[0.0006303422,0.00009702553,0.00654403,0.00030541007,0.00020591043,0.000012787505,0.0074621974,0.000018643923,0.00008185429,0.004564976,0.97966194,0.00041491006],"about_ca_topic_score_codex":0.0000144766245,"about_ca_topic_score_gemma":0.005230332,"teacher_disagreement_score":0.9764349,"about_ca_system_score_codex":0.00022122168,"about_ca_system_score_gemma":0.00015729787,"threshold_uncertainty_score":0.999974},"labels":[],"label_agreement":null},{"id":"W6989507506","doi":"","title":"Authors of our own misfortune?: Crandall University Bookstore writes its future","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Competitor analysis; Diversification (marketing strategy); Revenue; Position (finance); Product (mathematics); New product development","score_opus":0.013324452908466263,"score_gpt":0.17669659173846378,"score_spread":0.16337213882999752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989507506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6221437,0.00020290412,0.00015010581,0.002658757,0.0024061848,0.000579494,0.00034731402,0.00034446822,0.37116706],"genre_scores_gemma":[0.8114766,0.00016844932,0.00027659824,0.000076985845,0.00037146706,1.1696798e-7,0.00023088796,0.000020151683,0.18737876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714154,0.00055468624,0.00034720285,0.00071127334,0.0007371721,0.00050810707],"domain_scores_gemma":[0.9971412,0.00014184134,0.00048567506,0.00087319006,0.0009909795,0.00036711324],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004723849,0.00044206576,0.00054353225,0.0012566713,0.0021866662,0.00022872149,0.001728799,0.00036137886,0.00046442918],"category_scores_gemma":[0.00005830698,0.00052601774,0.0004918421,0.00049417996,0.00056091184,0.0033697078,0.0007150441,0.0009384318,0.000115866365],"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":[0.0010986967,0.0004608652,0.0060904226,0.00017773951,0.00040504633,0.0008504909,0.003566067,0.0005396826,0.00090749015,0.9773497,0.007766921,0.0007869039],"study_design_scores_gemma":[0.0017334723,0.00023341224,0.003800507,0.00017882748,0.00020557945,0.000040715273,0.021566486,0.00026086182,0.00012159614,0.00014737295,0.97110003,0.0006111521],"about_ca_topic_score_codex":0.002704384,"about_ca_topic_score_gemma":0.00058119174,"teacher_disagreement_score":0.9772023,"about_ca_system_score_codex":0.0022899765,"about_ca_system_score_gemma":0.00095540145,"threshold_uncertainty_score":0.99971914},"labels":[],"label_agreement":null},{"id":"W6989515843","doi":"","title":"BIBLIOASIS: A CASE STUDY OF A SMALL CANADIAN PRESS","year":2022,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Indie film; Foundation (evidence); Globalization; Conjunction (astronomy); Interpretation (philosophy); Context (archaeology); Project commissioning","score_opus":0.06519239012031204,"score_gpt":0.2441235223241158,"score_spread":0.17893113220380374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989515843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9410349,0.00076977396,1.4668642e-7,0.00009786876,0.00060761033,0.00066464173,0.00050257717,0.00006536443,0.056257088],"genre_scores_gemma":[0.952607,0.000056134355,0.000041463474,0.000025186442,0.000074512325,0.0000058756573,0.0009538675,0.000055908455,0.04618008],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99716955,0.00071121275,0.00044922883,0.00055549596,0.00069115404,0.0004233574],"domain_scores_gemma":[0.9967145,0.0001511942,0.00083717785,0.0012385382,0.0007411934,0.00031743833],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011824862,0.00036830912,0.00065080024,0.0028416282,0.002305646,0.00038435226,0.0019088348,0.00031363222,0.004198722],"category_scores_gemma":[0.00014725603,0.0004837573,0.00029897748,0.00060199486,0.00014920287,0.0015661587,0.00031975162,0.001590559,0.000019541576],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008192792,0.0020562697,0.019074567,0.00065388076,0.0013910097,0.00260615,0.95998204,0.000052099724,0.00012328793,0.0036989737,0.005442439,0.0041000107],"study_design_scores_gemma":[0.0022159878,0.00082998915,0.022673044,0.00020634694,0.00092057034,0.000108594424,0.8413947,0.00002198929,0.00003230416,0.000183543,0.13056137,0.00085153955],"about_ca_topic_score_codex":0.66153824,"about_ca_topic_score_gemma":0.9728449,"teacher_disagreement_score":0.31130663,"about_ca_system_score_codex":0.00033643655,"about_ca_system_score_gemma":0.00061454327,"threshold_uncertainty_score":0.9997614},"labels":[],"label_agreement":null},{"id":"W6992523491","doi":"","title":"Literary texts in an electronic age: Scholarly implications and library services [papers presented at the 1994 Clinic on Library applications of Data Processing, April 10-12, 1994]","year":2007,"lang":"en","type":"article","venue":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Materiality (auditing); Electronic book; Electronic library; Information science; Digital library; Electronic media; Institutionalisation; Digital humanities; Electronic document","score_opus":0.04016053407445374,"score_gpt":0.25804637764875665,"score_spread":0.2178858435743029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992523491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854407,0.0031276224,0.0001518301,0.0015325829,0.00001727304,0.00096268824,0.0006275914,0.00011620318,0.0080235535],"genre_scores_gemma":[0.9820108,0.00078980054,0.0002837431,0.00024443015,0.00006421166,0.000014769587,0.0026824018,0.000050585626,0.013859281],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781454,0.00017113988,0.00047530807,0.000759832,0.00035000904,0.00042917705],"domain_scores_gemma":[0.9978071,0.00047340742,0.0004661727,0.0009741255,0.00003696359,0.0002422505],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008443805,0.00028868104,0.00034660392,0.00039094285,0.0013026225,0.0020786342,0.001815853,0.00017275834,0.00034557906],"category_scores_gemma":[0.000043590433,0.000278187,0.00009612619,0.0002060483,0.00047330713,0.016700236,0.0015712739,0.0006991421,0.000013775234],"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":[0.0021914695,0.0016349101,0.6643915,0.00062937144,0.00025746692,0.000010170374,0.0305533,0.00028182752,0.0009516897,0.0045191697,0.00195039,0.29262868],"study_design_scores_gemma":[0.0009912158,0.0005360747,0.13886108,0.00018146633,0.00007920338,0.000003087229,0.0030661384,0.0002566344,0.000081677426,0.0013345568,0.8541342,0.0004746466],"about_ca_topic_score_codex":0.00006782428,"about_ca_topic_score_gemma":0.000728838,"teacher_disagreement_score":0.8521838,"about_ca_system_score_codex":0.00008491862,"about_ca_system_score_gemma":0.00005565249,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W6995494212","doi":"","title":"Open Access &amp; cIRcle: Scholarly Publishing in Context","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Publishing; Open access publishing; Key (lock); Electronic publishing; Access to information; The Internet","score_opus":0.05572983764534448,"score_gpt":0.24709171968442897,"score_spread":0.1913618820390845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995494212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9032807,0.00010318879,0.000019630043,0.001500975,0.0004785399,0.00026958933,0.00015080717,0.00006735401,0.09412925],"genre_scores_gemma":[0.9933206,0.000037931582,0.00017995576,0.00031775044,0.0000968822,0.000001755387,0.00010716176,0.000018225084,0.005919773],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985984,0.00015783911,0.00021872268,0.0004037165,0.0003296523,0.00029165953],"domain_scores_gemma":[0.9979891,0.00011672564,0.00023179893,0.00077011896,0.00074372086,0.0001485444],"candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0014230789,0.000054213753,0.0002853559,0.00015374713,0.00077254185,0.06398246,0.0054873037,0.00016814769,0.0015591759],"category_scores_gemma":[0.0007186551,0.00019092373,0.00008559415,0.00024294146,0.0003965113,0.06726449,0.002005946,0.0012531749,0.00005393292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018747349,0.00035161962,0.050214533,0.00004461322,0.00004238972,0.000036465408,0.011322767,9.835293e-7,0.00029520717,0.0014851253,0.052084353,0.8841032],"study_design_scores_gemma":[0.0010665251,0.000018128612,0.8460875,0.00012532246,0.000012711029,0.000011310773,0.0057671764,0.000016983446,3.0446031e-7,0.0034306007,0.1432423,0.00022115059],"about_ca_topic_score_codex":0.69300306,"about_ca_topic_score_gemma":0.98908675,"teacher_disagreement_score":0.88388205,"about_ca_system_score_codex":0.00006918903,"about_ca_system_score_gemma":0.00020467055,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W6995637293","doi":"","title":"Partnership : the Canadian journal of library and information practice and research","year":2007,"lang":"en","type":"article","venue":"GSI Repository (German Federal Government)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Information system; Good practice; Government (linguistics); Information management","score_opus":0.03141690492310238,"score_gpt":0.2763851957573281,"score_spread":0.24496829083422572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995637293","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44637805,0.0006559112,0.000002666728,0.005282653,0.0002119036,0.00009161702,0.0000026864939,0.000010310064,0.5473642],"genre_scores_gemma":[0.99477357,0.000035769983,0.00004767203,0.0008684611,0.00036124833,0.0000018052004,0.0000027493984,0.0000056880035,0.0039030525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987144,0.00025142214,0.00027301526,0.000058298272,0.0005180084,0.00018487377],"domain_scores_gemma":[0.99890125,0.0004261882,0.00020325555,0.00017917407,0.00013302117,0.00015708945],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019504018,0.00006282955,0.0000686032,0.000066413966,0.001966052,0.005092546,0.00022857497,0.000045548742,0.000022727936],"category_scores_gemma":[0.00026214914,0.00004515341,0.000019979794,0.000038528164,0.0002690158,0.011789389,0.00007131565,0.00050741085,0.0000026083983],"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":[0.0002050942,0.00005721626,0.024611017,0.000058248952,0.0001156717,0.0000662751,0.16213787,0.00000116361,0.00018811632,0.7131781,0.08598631,0.013394943],"study_design_scores_gemma":[0.00017051163,0.00007646083,0.040045675,0.000025472522,0.0000111763175,0.000112488284,0.012142866,0.00001178583,0.00019519393,0.00041460732,0.9467292,0.00006456942],"about_ca_topic_score_codex":0.0019223826,"about_ca_topic_score_gemma":0.002309842,"teacher_disagreement_score":0.86074287,"about_ca_system_score_codex":0.000093367686,"about_ca_system_score_gemma":0.00020333337,"threshold_uncertainty_score":0.99933326},"labels":[],"label_agreement":null},{"id":"W6996034808","doi":"","title":"Publishing Your Dissertations: Open Access / Embargo / Other Options? Whatâs In Your Best Interest? A Panel Discussion","year":2013,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Panel discussion; Publishing; Statement (logic); Association (psychology); Quarter (Canadian coin); Confidentiality","score_opus":0.21550960249360235,"score_gpt":0.32240316455109724,"score_spread":0.1068935620574949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996034808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87707007,0.00093871326,0.00050367485,0.040480655,0.0008958719,0.0018610527,0.00015565004,0.00030146362,0.077792846],"genre_scores_gemma":[0.97728395,0.00015577534,0.0018032914,0.00039966835,0.00014533465,0.00002511431,0.0002441866,0.00007657607,0.0198661],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965728,0.00074504525,0.0006235535,0.000774902,0.0005971533,0.00068653125],"domain_scores_gemma":[0.996773,0.00020757518,0.0006833384,0.0013104999,0.00068150304,0.0003440705],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0017436901,0.0004433695,0.00060585176,0.000904847,0.0014947413,0.020110033,0.0063263415,0.00036213308,0.0053211087],"category_scores_gemma":[0.00053499645,0.00041111204,0.00024529008,0.00068037654,0.00043711325,0.06747195,0.0020255211,0.0018085632,0.00032803745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009963842,0.005656551,0.22983964,0.00045930193,0.0011641632,0.00009667362,0.29950324,0.0010941137,0.0018914264,0.19009246,0.1722868,0.09691926],"study_design_scores_gemma":[0.006283938,0.00036342183,0.09353906,0.0024340884,0.00026319383,0.000008588818,0.6087485,0.0024545407,0.000035557106,0.01901837,0.26475084,0.0020998884],"about_ca_topic_score_codex":0.020731902,"about_ca_topic_score_gemma":0.029262016,"teacher_disagreement_score":0.3092453,"about_ca_system_score_codex":0.00040593464,"about_ca_system_score_gemma":0.00020475082,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W6998531079","doi":"","title":"All Write, All Write, All Write – It Can Be Good For Your Career","year":2018,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Set (abstract data type); Adjunct; Reflexive pronoun; Professional writing","score_opus":0.11206134655067056,"score_gpt":0.30173416648763207,"score_spread":0.1896728199369615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998531079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8153756,0.000914666,0.000093752424,0.0101883225,0.0011196202,0.00066537986,0.00010575001,0.00024854337,0.17128834],"genre_scores_gemma":[0.9130301,0.00016291773,0.00036943454,0.00014215361,0.0012263067,0.0000033297308,0.00017693306,0.000032735923,0.08485609],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725556,0.00063568196,0.00023599144,0.00047781307,0.00076112244,0.00063380215],"domain_scores_gemma":[0.9966344,0.0005460622,0.00018347627,0.0005961096,0.0017064953,0.00033345295],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019836759,0.00019775382,0.0003036325,0.00035240667,0.0025686417,0.0010542929,0.00092548534,0.00020318099,0.00025656162],"category_scores_gemma":[0.00033759905,0.00022742599,0.00013050223,0.00013249081,0.0009081718,0.0012009,0.00041853503,0.0012454628,0.00002185249],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015781109,0.00088909676,0.022316301,0.0006045079,0.0015314455,0.00012163245,0.54793966,0.00002647678,0.017019138,0.044518173,0.35829088,0.00516456],"study_design_scores_gemma":[0.00087238254,0.001005642,0.0023726118,0.00008545366,0.000055655615,0.000007139632,0.029103098,0.00046243987,0.00007561755,0.00028075275,0.9654251,0.00025416084],"about_ca_topic_score_codex":0.007899712,"about_ca_topic_score_gemma":0.0050945766,"teacher_disagreement_score":0.60713416,"about_ca_system_score_codex":0.00017298745,"about_ca_system_score_gemma":0.0001736457,"threshold_uncertainty_score":0.9999827},"labels":[],"label_agreement":null},{"id":"W6999024381","doi":"","title":"Canadian Journal of Higher Education","year":2010,"lang":"en","type":"article","venue":"GSI Repository (German Federal Government)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.01084129313163484,"score_gpt":0.2247541162900949,"score_spread":0.21391282315846005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999024381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5884668,0.0001531614,5.649414e-7,0.0007565563,0.0045961416,0.000040977364,0.000004728125,0.000012923474,0.4059681],"genre_scores_gemma":[0.88877857,0.0000014132995,0.00006115293,0.0003801805,0.0016513938,0.0000040475447,0.0000052538194,0.000012140976,0.10910588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990523,0.000060135502,0.00028887793,0.00009442841,0.0003434349,0.00016081182],"domain_scores_gemma":[0.99901754,0.000027403346,0.0002612568,0.00031564376,0.0001806421,0.00019753417],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021425722,0.00009594963,0.00010809361,0.00004652488,0.0007689672,0.0017985036,0.0004021003,0.000061806386,0.0009590742],"category_scores_gemma":[0.000031533327,0.00008625097,0.00007459373,0.000019450965,0.000085288484,0.0011417284,0.000024056666,0.00047404997,0.000024486988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041036077,0.00034447378,0.045757286,0.000037447528,0.00014156966,0.000033658598,0.022605453,0.0000018115738,0.02388825,0.368504,0.5284725,0.010172527],"study_design_scores_gemma":[0.00014537385,0.00003904126,0.03402049,0.000020794876,0.000017302184,0.000041337626,0.00047509748,0.0000032453795,0.0006653155,0.0007934703,0.9636528,0.00012571322],"about_ca_topic_score_codex":0.0082862945,"about_ca_topic_score_gemma":0.019066567,"teacher_disagreement_score":0.4351803,"about_ca_system_score_codex":0.00025888157,"about_ca_system_score_gemma":0.0005980676,"threshold_uncertainty_score":0.99995416},"labels":[],"label_agreement":null},{"id":"W6999100836","doi":"","title":"Books Are Dead: Long Live Books!","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing","score_opus":0.030085449913072094,"score_gpt":0.2309708677480029,"score_spread":0.2008854178349308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999100836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35645774,0.0020228077,0.00002159044,0.0027335081,0.00071272074,0.0003919102,0.000027086551,0.0004501721,0.6371825],"genre_scores_gemma":[0.91667175,0.000027358905,0.00016396234,0.0026426318,0.00075792155,0.0000958317,0.000044031367,0.00003515025,0.07956134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859303,0.00015762,0.00031108415,0.0002766119,0.0002897257,0.00037190228],"domain_scores_gemma":[0.9983298,0.00011030467,0.00017048094,0.0008459582,0.00031704872,0.00022639077],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032868987,0.00020214591,0.0002196174,0.00007251401,0.00088704366,0.0036961762,0.00074599823,0.00009424379,0.00726767],"category_scores_gemma":[0.00010827307,0.00018179776,0.00011348185,0.000028045504,0.00021339243,0.0029788315,0.00018316058,0.00064893486,0.0059598377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010585987,0.000118850854,0.0050068176,0.000035922523,0.00007297614,0.000009428138,0.008117639,0.000003827499,0.00010077377,0.8213305,0.16275245,0.0024402633],"study_design_scores_gemma":[0.00041769518,0.00006678457,0.009918687,0.0001308605,0.000028843662,0.00000535549,0.0032361618,0.000050637693,0.00014799548,0.01435385,0.9712134,0.00042970458],"about_ca_topic_score_codex":0.011555239,"about_ca_topic_score_gemma":0.014341245,"teacher_disagreement_score":0.80846095,"about_ca_system_score_codex":0.00007398815,"about_ca_system_score_gemma":0.00004507519,"threshold_uncertainty_score":0.99733806},"labels":[],"label_agreement":null},{"id":"W6999339414","doi":"","title":"Citiranje strokovne literature v medicini","year":2024,"lang":"en","type":"article","venue":"DiRROS repository (University of Maribor)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Scientific literature; Scientific article; National library; Table (database); Information system","score_opus":0.012779396328441278,"score_gpt":0.18210696238138402,"score_spread":0.16932756605294275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999339414","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33996505,0.008234183,0.0001594991,0.0031102872,0.0022549748,0.00016355672,0.00014250274,0.00047851622,0.6454914],"genre_scores_gemma":[0.93927085,0.000090454596,0.00013678131,0.000041099895,0.0002366267,1.7891706e-7,0.00009314726,0.000009554663,0.060121305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927086,0.00009384266,0.00010866623,0.00018543724,0.0002220196,0.00011919962],"domain_scores_gemma":[0.9992699,0.000085124084,0.000056727713,0.00035780782,0.00016807778,0.00006236827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022851906,0.00009223421,0.00013998876,0.00012956902,0.00046663109,0.0005901776,0.00041630433,0.00007437752,0.0003780272],"category_scores_gemma":[0.000020213887,0.00009611373,0.000111901885,0.00009236533,0.00023185603,0.0012487692,0.00010360751,0.00035007382,0.000028034652],"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":[0.00015642402,0.00021194892,0.0010489098,0.0005365056,0.00037656687,0.0005531111,0.28582892,0.0000061675323,0.00463294,0.51463336,0.17483401,0.017181113],"study_design_scores_gemma":[0.00027709876,0.00008695021,0.0023477033,0.00043948222,0.00009043581,0.00001926508,0.01153732,0.0005285879,0.00012650069,0.0011358344,0.9832133,0.00019753305],"about_ca_topic_score_codex":0.0006412089,"about_ca_topic_score_gemma":0.00020432877,"teacher_disagreement_score":0.8083793,"about_ca_system_score_codex":0.000045930497,"about_ca_system_score_gemma":0.00006097171,"threshold_uncertainty_score":0.5691096},"labels":[],"label_agreement":null},{"id":"W7002465060","doi":"","title":"2016 New England Brass Band Christmas Concert","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"New england; Brass; Nova scotia; Period (music)","score_opus":0.011426062973741841,"score_gpt":0.19129596825101433,"score_spread":0.17986990527727248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002465060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000115726225,0.0011887631,3.4614249e-7,0.0010788308,0.00069253653,0.00025284462,0.00026137495,0.00023230526,0.99628145],"genre_scores_gemma":[0.0006003715,0.00063080667,0.0001306763,0.0003240706,0.001302909,0.000008950203,0.0002574799,0.000108762426,0.996636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985584,0.000107378655,0.0005419061,0.0001715683,0.00035858,0.0002621484],"domain_scores_gemma":[0.9981315,0.00017118455,0.00061216386,0.0007541657,0.0001868175,0.00014414686],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029827858,0.0002989903,0.00037108653,0.000093205344,0.0001550873,0.00049790455,0.0008198611,0.00028585718,0.72309387],"category_scores_gemma":[0.0002183312,0.00023615848,0.00013512137,0.000002219391,0.00021681158,0.0000015119695,0.00011603942,0.00031783732,0.02581674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039597646,0.00001853991,0.0000012582248,0.00010257826,0.00006384487,0.0000023852049,0.0013459612,0.0000013519306,1.8311877e-7,0.0008506022,0.99265563,0.004918045],"study_design_scores_gemma":[0.001014565,0.000071156595,0.0000020845087,0.00039037367,0.00003826161,0.000011224053,0.00011589061,0.000001015615,0.000002745609,0.00009483623,0.9979393,0.000318567],"about_ca_topic_score_codex":0.017674604,"about_ca_topic_score_gemma":0.008711245,"teacher_disagreement_score":0.6972771,"about_ca_system_score_codex":0.000046075267,"about_ca_system_score_gemma":0.00009056502,"threshold_uncertainty_score":0.9888668},"labels":[],"label_agreement":null},{"id":"W7002941732","doi":"","title":"Acknowledgments","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Work (physics); Endowment; Agency (philosophy)","score_opus":0.0605534015502871,"score_gpt":0.25695357980437816,"score_spread":0.19640017825409106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002941732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014797934,0.0007997272,0.000025291174,0.013071384,0.0048410497,0.00051765214,0.0010131929,0.0002317396,0.97948515],"genre_scores_gemma":[0.01301914,0.00051463454,0.00010491987,0.0070601637,0.0039539794,0.00015442433,0.007158044,0.000115203635,0.96791947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743456,0.00008049189,0.0006814902,0.0006542522,0.0007692959,0.00037988558],"domain_scores_gemma":[0.99580693,0.00012379135,0.0009444903,0.001923761,0.000967968,0.00023308027],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00068025547,0.0005742807,0.0005810377,0.0003250603,0.002568208,0.005351143,0.0019005147,0.0004313919,0.050171793],"category_scores_gemma":[0.0002030435,0.00058276526,0.00031725393,0.000009577074,0.00053804886,0.02799885,0.00048003483,0.0010906626,0.016885724],"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":[0.000017611515,0.00004958843,0.0000012005346,0.00003215545,0.00009335938,0.000011610834,0.0003679845,5.58368e-7,0.0000026256898,0.78734344,0.20691024,0.005169626],"study_design_scores_gemma":[0.00048782607,0.00009348528,0.00011039032,0.00054878,0.00012418738,0.00000812377,0.00006386118,0.0000073378974,0.000015076409,0.06827862,0.9296212,0.0006410902],"about_ca_topic_score_codex":0.00007006028,"about_ca_topic_score_gemma":0.0050867125,"teacher_disagreement_score":0.72271097,"about_ca_system_score_codex":0.00024499252,"about_ca_system_score_gemma":0.00021142368,"threshold_uncertainty_score":0.9996624},"labels":[],"label_agreement":null},{"id":"W7016109527","doi":"","title":"Weighting the relative worth of refereed journals versus chapters in edited readers","year":2020,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weighting; Key (lock); Job market; Association (psychology); Series (stratigraphy)","score_opus":0.06690715853475955,"score_gpt":0.24632262421953297,"score_spread":0.1794154656847734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016109527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9030871,0.0036362149,0.000091700014,0.015838547,0.0008748293,0.0005622888,0.00050734374,0.00008679114,0.07531522],"genre_scores_gemma":[0.9977541,0.0010444385,0.00010339935,0.00006463033,0.00015283744,4.0656633e-7,0.00013452249,0.000009261018,0.0007363985],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984816,0.00026228462,0.0004113541,0.00033565,0.00032508065,0.00018407888],"domain_scores_gemma":[0.9978968,0.00044585302,0.0006425548,0.00071203057,0.00018892655,0.000113836875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004855724,0.00015293006,0.0003110096,0.00012302856,0.0005638131,0.00016686854,0.0009937154,0.000070540504,0.000072328636],"category_scores_gemma":[0.00029043783,0.0001321546,0.000061207254,0.000111625464,0.0004924897,0.0022549962,0.0004883038,0.00039088083,0.0000023373495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013708621,0.0015808403,0.099613816,0.00077152735,0.00625413,0.0010394151,0.34730253,0.00026597021,0.0054065664,0.17942145,0.2818924,0.06274274],"study_design_scores_gemma":[0.010558634,0.0007862093,0.043940578,0.00090215105,0.000936796,0.00002400682,0.089930445,0.0021161495,0.00020548973,0.0011437048,0.8485015,0.0009543547],"about_ca_topic_score_codex":0.011329213,"about_ca_topic_score_gemma":0.0124814585,"teacher_disagreement_score":0.5666091,"about_ca_system_score_codex":0.00008816488,"about_ca_system_score_gemma":0.00006162205,"threshold_uncertainty_score":0.99525446},"labels":[],"label_agreement":null},{"id":"W7016151092","doi":"","title":"2005 Writer's market","year":2004,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Competition (biology); Market research; Publishing; International market","score_opus":0.009513175085106676,"score_gpt":0.17945797594004131,"score_spread":0.16994480085493463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016151092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004658512,0.00076627766,1.0305442e-7,0.0005080175,0.00047642196,0.0002519534,0.00026811165,0.00027830494,0.9974462],"genre_scores_gemma":[0.0003670083,0.0002949721,0.00035014618,0.00039719307,0.00046567546,0.000014134397,0.00034681076,0.00011611489,0.99764794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986172,0.00008923003,0.0005197214,0.00014629964,0.00036126075,0.0002663337],"domain_scores_gemma":[0.9985612,0.00006885494,0.0005234418,0.0005964674,0.0001538206,0.0000962134],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035119973,0.00027291686,0.00031625482,0.00011659307,0.00014618994,0.0005740656,0.0006412588,0.00026769761,0.845794],"category_scores_gemma":[0.00010851639,0.00026367747,0.00014731282,0.0000023192051,0.00019756745,8.6470084e-7,0.000104722865,0.0004146258,0.01421772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021781792,0.000041586878,4.0996088e-7,0.00020013601,0.00005166754,0.000003386804,0.0009148145,0.000009089308,1.4159811e-8,0.0013420138,0.9962787,0.0011363898],"study_design_scores_gemma":[0.00034686603,0.00004856074,0.0000027394378,0.00033573146,0.00003701858,0.000012422714,0.0002685759,0.000004007002,3.5232063e-7,0.00006535905,0.998591,0.0002873653],"about_ca_topic_score_codex":0.010767818,"about_ca_topic_score_gemma":0.011063757,"teacher_disagreement_score":0.8315763,"about_ca_system_score_codex":0.00006785334,"about_ca_system_score_gemma":0.000047881123,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W7016167354","doi":"","title":"You've Finished Your Research...Now What?","year":2017,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publication; Publishing; Join (topology); Column (typography); Quarter (Canadian coin)","score_opus":0.2635228720626965,"score_gpt":0.4584616404328995,"score_spread":0.19493876837020302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016167354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7644761,0.015146004,0.000031932475,0.11186865,0.0014450392,0.00025834172,0.000045025216,0.000024871739,0.10670402],"genre_scores_gemma":[0.8905611,0.10398067,0.00054701633,0.00007498588,0.0006551537,0.000011926752,0.00001546721,0.000016841957,0.004136847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953918,0.0018465699,0.00064739306,0.00017728821,0.0016466815,0.00029030678],"domain_scores_gemma":[0.98931795,0.0011262503,0.0007790217,0.0016126328,0.006995907,0.00016824901],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018736297,0.000112627255,0.0002213135,0.00077486807,0.0047751446,0.014132887,0.0044007576,0.00009557363,0.0005030977],"category_scores_gemma":[0.004476515,0.00008856637,0.00012601078,0.00006948213,0.0009818124,0.0064492538,0.0012589259,0.0027545898,0.00005744965],"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":[0.0005634835,0.00092811685,0.031913787,0.000033974717,0.000727106,0.000020286721,0.07388208,0.000018068304,0.00014398225,0.31588486,0.48021004,0.09567423],"study_design_scores_gemma":[0.00078143185,0.0002137938,0.03361992,0.00028257168,0.000020234944,0.000021170654,0.050725162,0.00037894686,0.000057866888,0.044285215,0.8694736,0.00014011744],"about_ca_topic_score_codex":0.0016413267,"about_ca_topic_score_gemma":0.0011484897,"teacher_disagreement_score":0.38926354,"about_ca_system_score_codex":0.00013869294,"about_ca_system_score_gemma":0.00016426483,"threshold_uncertainty_score":0.9995461},"labels":[],"label_agreement":null},{"id":"W7016187813","doi":"","title":"Writing, Developing, and Publishing Your Aviation Book","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aviation; Publishing; Presentation (obstetrics); Project commissioning; Economic shortage","score_opus":0.0615146651612807,"score_gpt":0.23657902254009563,"score_spread":0.17506435737881493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016187813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31757766,0.0013706954,0.0025541652,0.021485249,0.00081412675,0.00040607978,0.00008223958,0.00076493673,0.65494484],"genre_scores_gemma":[0.9756685,0.000091722024,0.0018913347,0.0016727452,0.0005720545,0.0000022653671,0.00010930931,0.000037328326,0.019954752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976658,0.00042861432,0.0003666757,0.0005112503,0.00047828435,0.00054932706],"domain_scores_gemma":[0.9975564,0.00029393678,0.00019827535,0.00072089065,0.0009191128,0.00031142271],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001143377,0.00028349095,0.0002893871,0.00056765834,0.0025396661,0.010980568,0.0012291222,0.00023488328,0.00048312265],"category_scores_gemma":[0.00092404295,0.00030909464,0.00009634634,0.00034814043,0.00080511696,0.025927458,0.00081236346,0.0013391373,0.00019351955],"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":[0.000048917314,0.000085652544,0.0033417016,0.000016373911,0.00005854995,0.000014320929,0.0041509382,2.868159e-7,0.00006487584,0.9707778,0.013867404,0.007573177],"study_design_scores_gemma":[0.00089616404,0.00017950933,0.009474804,0.00010649505,0.00007348155,0.000012697793,0.0031469504,0.00020159059,0.00006646139,0.0056267916,0.9797503,0.00046479236],"about_ca_topic_score_codex":0.00054091297,"about_ca_topic_score_gemma":0.0019134886,"teacher_disagreement_score":0.96588284,"about_ca_system_score_codex":0.00029668785,"about_ca_system_score_gemma":0.00022214874,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W7017884099","doi":"","title":"Campus Author Recognition Program Annual Reception 2011","year":2011,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Publishing; Project commissioning","score_opus":0.049358713532318396,"score_gpt":0.23021777165695792,"score_spread":0.18085905812463954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017884099","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017247148,0.0006721207,0.00004940108,0.0011070479,0.00073667103,0.00049423554,0.00044874524,0.00047927597,0.9942878],"genre_scores_gemma":[0.07620242,0.0003582733,0.0007264839,0.00002908096,0.0004911827,0.0000014946211,0.00056817883,0.000092629896,0.92153025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991255,0.0002273659,0.00011097233,0.00018755904,0.00018676204,0.00016184885],"domain_scores_gemma":[0.9987162,0.00003437734,0.000423068,0.0005709764,0.00020640301,0.000048985592],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043760551,0.00015339475,0.00020590783,0.00023455285,0.0003869377,0.00010216339,0.00082497124,0.00020780132,0.019796714],"category_scores_gemma":[0.000023810197,0.00014124243,0.0001403772,0.00005008607,0.00039445964,0.00053126644,0.000160705,0.00040962984,0.0013176779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041186464,0.00010280976,0.000008621203,0.00003697187,0.000085873726,0.0000013356697,0.019396137,4.24334e-8,0.000025446998,0.0030358476,0.9285094,0.048756342],"study_design_scores_gemma":[0.00021349416,0.00012061798,0.0008816419,0.00008204392,0.00015453021,0.0000015465776,0.010025893,0.0000066992766,9.0111433e-7,0.0011227274,0.9872041,0.00018582119],"about_ca_topic_score_codex":0.011499465,"about_ca_topic_score_gemma":0.0075759264,"teacher_disagreement_score":0.07447771,"about_ca_system_score_codex":0.000035639758,"about_ca_system_score_gemma":0.00004653822,"threshold_uncertainty_score":0.9994599},"labels":[],"label_agreement":null},{"id":"W7017895624","doi":"","title":"Canadaâs New Open Access Policy: Integrating Libraries into Open Scholarship","year":2016,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Scholarly communication; Publishing; Work (physics); Presentation (obstetrics); Intellectual property; Key (lock); Subject (documents); Best practice; Focus (optics)","score_opus":0.11525122474259435,"score_gpt":0.310242629728577,"score_spread":0.19499140498598266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017895624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7752984,0.00034413487,0.00013489585,0.049790572,0.0004656538,0.00087561185,0.00017633133,0.000208016,0.17270638],"genre_scores_gemma":[0.9221662,0.00005061589,0.0023373056,0.0009307908,0.0003362067,0.000002646215,0.00007977828,0.000054932003,0.074041516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969404,0.0006665154,0.00043413465,0.0007146715,0.0006229536,0.0006213688],"domain_scores_gemma":[0.9963658,0.00041864335,0.0005985012,0.0015350066,0.0005049936,0.0005770719],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.0019691857,0.00038333374,0.00059438794,0.0006349929,0.0029612305,0.010846772,0.01577334,0.000250452,0.004254387],"category_scores_gemma":[0.0014798598,0.0003471681,0.00018411793,0.0004940516,0.00065158674,0.05034958,0.011363088,0.00085478555,0.00021744145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092924666,0.00033788412,0.13214095,0.0000808253,0.00040494645,0.00003625906,0.056467123,0.0000022093407,0.0035424137,0.6938507,0.048506368,0.0637011],"study_design_scores_gemma":[0.004844995,0.00023917345,0.097736955,0.0009142645,0.00011924047,0.000010853206,0.009089548,0.000006206694,0.001536015,0.13086374,0.75350624,0.0011327928],"about_ca_topic_score_codex":0.102491,"about_ca_topic_score_gemma":0.19564082,"teacher_disagreement_score":0.70499986,"about_ca_system_score_codex":0.0005917697,"about_ca_system_score_gemma":0.002218134,"threshold_uncertainty_score":0.999898},"labels":[],"label_agreement":null},{"id":"W7017969049","doi":"","title":"The Canada Year Book: What a run!","year":2020,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Government (linguistics); The Internet; Consumption (sociology)","score_opus":0.020208834106076986,"score_gpt":0.19497326508104762,"score_spread":0.17476443097497063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017969049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4981715,0.07407432,0.00007464304,0.12822089,0.0048007877,0.0017968966,0.002497428,0.0004822088,0.28988132],"genre_scores_gemma":[0.97391045,0.008508667,0.000041066985,0.0006888352,0.00026437748,6.8956126e-7,0.00028457696,0.000014733398,0.01628659],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879056,0.00013507785,0.00022649881,0.0003353578,0.0003150687,0.00019744324],"domain_scores_gemma":[0.9982846,0.00021249766,0.00025778383,0.0009244991,0.00014570648,0.00017492364],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00019805443,0.00013984274,0.00019873476,0.000025091642,0.0014695431,0.0008492592,0.0012021714,0.00004204244,0.00009701057],"category_scores_gemma":[0.00008969416,0.00012132859,0.000038683407,0.00003703876,0.00033966356,0.002990363,0.0006338681,0.00021570704,0.0000061566807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001929587,0.000052659965,0.0013404784,0.00004224088,0.00029748707,0.00011127896,0.0032425353,0.000004699005,0.000053033014,0.011032729,0.9728855,0.010744382],"study_design_scores_gemma":[0.00047533872,0.000042434345,0.0008596038,0.000039511953,0.000081589504,0.000005167315,0.009206924,0.0001377887,0.000013840717,0.00005413244,0.98894316,0.00014050344],"about_ca_topic_score_codex":0.49266347,"about_ca_topic_score_gemma":0.77764773,"teacher_disagreement_score":0.47573894,"about_ca_system_score_codex":0.00011521657,"about_ca_system_score_gemma":0.00023127958,"threshold_uncertainty_score":0.9998304},"labels":[],"label_agreement":null},{"id":"W7018890388","doi":"","title":"ELPUB2010. Publishing in the networked world: Transforming the Nature of Communication, 14th International Conference on Electronic Publishing","year":2010,"lang":"en","type":"other","venue":"Elpub digital library","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Electronic publishing; Scholarly communication; Scientific publishing; Work (physics)","score_opus":0.021641351375673353,"score_gpt":0.2271539383695839,"score_spread":0.20551258699391053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018890388","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002778492,0.002055407,0.0000040981563,0.040611185,0.0007467195,0.0004063368,0.00045726393,0.00021830987,0.95522285],"genre_scores_gemma":[0.7013252,0.00044719377,0.00004349071,0.0023430616,0.0015181513,0.00007263209,0.0040870225,0.00021798203,0.28994527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977056,0.00030972416,0.0005456735,0.0003200928,0.0006980484,0.00042089538],"domain_scores_gemma":[0.9971253,0.0006520376,0.00056145334,0.0014923858,0.00011452531,0.00005429801],"candidate_categories":["scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0010774634,0.00033494137,0.00030893282,0.00061752275,0.0003336964,0.035696767,0.0067220153,0.00046151498,0.0024885174],"category_scores_gemma":[0.00039044573,0.00021004317,0.00016682287,0.0003458466,0.00039204743,0.021797542,0.00040455392,0.0063171205,0.000019482248],"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":[0.000015194896,0.00007303222,0.00012900172,0.000009371944,0.000043844728,6.450902e-7,0.0025453656,0.0000011516577,3.148169e-7,0.5268057,0.46130398,0.009072399],"study_design_scores_gemma":[0.00025334384,0.000021540056,0.00010900029,0.00040723121,0.000012115454,0.0000026760306,0.0014880176,0.000077262695,0.0000020801363,0.022084197,0.975309,0.00023353788],"about_ca_topic_score_codex":0.00023797013,"about_ca_topic_score_gemma":0.004747647,"teacher_disagreement_score":0.7010473,"about_ca_system_score_codex":0.000038897633,"about_ca_system_score_gemma":0.00027407877,"threshold_uncertainty_score":0.9986521},"labels":[],"label_agreement":null},{"id":"W7020117467","doi":"","title":"It’s all in the Relationships: A Liaison Role for Librarian-Publishers","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; OpenAccess; Electronic publishing; Digital library; Commons; Scholarly communication","score_opus":0.27024856696874533,"score_gpt":0.3272640861881985,"score_spread":0.05701551921945319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020117467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575975,0.00008839457,0.00013217486,0.0105284685,0.00044009028,0.00051491306,0.000040936673,0.0001732838,0.030484235],"genre_scores_gemma":[0.9826356,0.000009427876,0.00006186701,0.0026759976,0.0004898607,0.000009889559,0.00012434532,0.00003441025,0.013958589],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775225,0.0007768371,0.00030305548,0.00040135672,0.00032772642,0.00043879196],"domain_scores_gemma":[0.99799186,0.0005238866,0.00019819733,0.00087669684,0.0002926737,0.000116678646],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017710084,0.00023176322,0.0002084793,0.0005399944,0.0010437383,0.0054654568,0.0020486745,0.00018264612,0.00009238263],"category_scores_gemma":[0.00035353363,0.00020889552,0.00013259449,0.0002863363,0.00028595907,0.013415339,0.00022875324,0.0009620798,0.00015937867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023968202,0.0003434162,0.8028043,0.000039477007,0.00010696031,0.000020478483,0.14358819,0.000005950148,0.00005954651,0.050680384,0.0010679801,0.0010436194],"study_design_scores_gemma":[0.000998757,0.0001988042,0.2520848,0.00009625993,0.00006268795,0.000005168899,0.018409658,0.0000037532475,0.000032427743,0.0031244617,0.7246533,0.00032992358],"about_ca_topic_score_codex":0.00003621789,"about_ca_topic_score_gemma":0.024169344,"teacher_disagreement_score":0.7235853,"about_ca_system_score_codex":0.00013347733,"about_ca_system_score_gemma":0.00011042471,"threshold_uncertainty_score":0.99556696},"labels":[],"label_agreement":null},{"id":"W7020487673","doi":"","title":"L’édition de fortune et de nécessité Necessity: the mother of publishing - improvised publishing in a Canadian context","year":2020,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Context (archaeology)","score_opus":0.04105338528066172,"score_gpt":0.24230546358698238,"score_spread":0.20125207830632066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020487673","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026057571,0.0010880921,0.00008308522,0.23678935,0.00044932694,0.0007385137,0.0011275542,0.0001252553,0.73354125],"genre_scores_gemma":[0.8583772,0.000151339,0.00015720274,0.0062694307,0.0010023648,0.000035840687,0.00094436586,0.00017971819,0.13288252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553174,0.0014737665,0.0006418746,0.00059269625,0.00055370515,0.0012062493],"domain_scores_gemma":[0.99634445,0.00060530414,0.0010652951,0.00079036335,0.00040883542,0.00078577746],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003006907,0.00056745415,0.0007018332,0.0009044074,0.0010614318,0.014262575,0.0029337644,0.0017122638,0.0046275654],"category_scores_gemma":[0.003305734,0.0005257278,0.00029606253,0.0008135305,0.0005347826,0.011442673,0.00034021004,0.004869244,0.000023977831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010042008,0.00015845353,0.0061858064,0.00016366589,0.00039708655,0.00012633763,0.08251275,0.00011648625,0.00037514407,0.45032495,0.43798766,0.021551229],"study_design_scores_gemma":[0.0018089274,0.000085849984,0.04602153,0.0010806577,0.00019058656,0.000027949494,0.04674532,0.001559437,0.000043327072,0.0011053078,0.900716,0.0006151109],"about_ca_topic_score_codex":0.87555516,"about_ca_topic_score_gemma":0.86461914,"teacher_disagreement_score":0.8323196,"about_ca_system_score_codex":0.002778012,"about_ca_system_score_gemma":0.0048803915,"threshold_uncertainty_score":0.99971944},"labels":[],"label_agreement":null},{"id":"W7020652435","doi":"","title":"Lock Search Group Emerges as Vancouver’s Premier Recruiting and Executive Search Firm – Harbinger Times","year":2024,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Lock (firearm); Work (physics); Government (linguistics); Control (management)","score_opus":0.05255032291690377,"score_gpt":0.2859221412712726,"score_spread":0.23337181835436882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020652435","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002524426,0.0079730665,0.000008684822,0.0006075263,0.0009188422,0.00035185405,0.000075553115,0.0005043513,0.9893077],"genre_scores_gemma":[0.010325829,0.00072611764,0.00030050584,0.00018753977,0.0010785236,0.000042311767,0.00009529656,0.0003834312,0.98686045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981784,0.00021036605,0.00025823142,0.00051608647,0.0004536512,0.00038324622],"domain_scores_gemma":[0.99897397,0.0001293097,0.00007723527,0.00056888233,0.00013326391,0.00011733788],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073545217,0.00031147926,0.00031801034,0.0004210869,0.0003149949,0.0022936815,0.0004993696,0.00023973767,0.022235973],"category_scores_gemma":[0.00007788727,0.00025574863,0.00009355387,0.000071617964,0.0002406929,0.0005676096,0.0004903859,0.001105254,0.0009790367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006597709,0.000029840534,0.000017562867,0.00018052534,0.0001473035,0.0000058155233,0.016530687,1.6306014e-7,0.000007667879,0.054013032,0.92657924,0.002481537],"study_design_scores_gemma":[0.00012033232,0.000059158385,0.0000048958127,0.00060824567,0.000045158053,0.0000020740176,0.0069869435,0.00007833678,0.000010693322,0.001583366,0.9901649,0.00033593964],"about_ca_topic_score_codex":0.008766995,"about_ca_topic_score_gemma":0.011226795,"teacher_disagreement_score":0.063585594,"about_ca_system_score_codex":0.00008170415,"about_ca_system_score_gemma":0.00007619319,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W7024813532","doi":"","title":"Solar Inverter 2018 Global Industry Key Players – ABB Ltd, SMA Solar Technology,Canadian Solar Inc., SolarEdge Technologies Inc. Market Analysis And Forecast To 2023","year":2018,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Market analysis; Solar energy; Renewable energy; Market penetration; Patent analysis","score_opus":0.02089130908434924,"score_gpt":0.22905979430269072,"score_spread":0.20816848521834147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024813532","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018933571,0.0018741657,0.00033766634,0.0074606272,0.00096131384,0.00094417343,0.0032729616,0.0022383477,0.9810174],"genre_scores_gemma":[0.07831031,0.0007471427,0.0037861269,0.002535453,0.0009238554,0.00026288314,0.0015838646,0.00058969075,0.91126066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963869,0.00019302932,0.0006769923,0.0011137278,0.00046955494,0.0011598263],"domain_scores_gemma":[0.9963836,0.000060880804,0.00041873078,0.0023270925,0.0003462258,0.00046343982],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010021477,0.0008742003,0.0010458573,0.004353965,0.0011666812,0.0027280562,0.0026102543,0.0034646883,0.012260634],"category_scores_gemma":[0.0004223241,0.0008037174,0.00020592821,0.0012075996,0.0012614148,0.0010274115,0.0012903219,0.0021398002,0.0009688478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013818058,0.00004920829,0.010896663,0.000040452327,0.0013480345,0.000014831154,0.0006103074,2.1102144e-7,0.0000031827522,0.0033818865,0.9695016,0.014139778],"study_design_scores_gemma":[0.00031100254,0.00016115168,0.00050395686,0.00015748368,0.00053350267,0.000011893875,0.0060095605,0.00030121152,0.000012743352,0.0012828953,0.9897253,0.0009893173],"about_ca_topic_score_codex":0.14822581,"about_ca_topic_score_gemma":0.8657994,"teacher_disagreement_score":0.7175736,"about_ca_system_score_codex":0.0005069789,"about_ca_system_score_gemma":0.00042429968,"threshold_uncertainty_score":0.999809},"labels":[],"label_agreement":null},{"id":"W7029930524","doi":"","title":"Lock Search Group Emerges as Vancouver’s Premier Recruiting and Executive Search Firm","year":2024,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Lock (firearm); Work (physics); Order (exchange); Government (linguistics)","score_opus":0.06341666290831512,"score_gpt":0.2949703933737511,"score_spread":0.23155373046543598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029930524","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029601768,0.0064337673,0.000011408636,0.00047524108,0.00090617646,0.00032313055,0.00007293945,0.00044284796,0.99103844],"genre_scores_gemma":[0.011947234,0.0008109628,0.00023777828,0.00015401593,0.0010424927,0.00003613713,0.000086628694,0.000334298,0.98535043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838495,0.0001938085,0.0002274337,0.00044967668,0.00040924308,0.00033488363],"domain_scores_gemma":[0.9990756,0.00010617812,0.00006270828,0.000533113,0.0001148204,0.0001075851],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006722317,0.00026280433,0.00027022668,0.00036573634,0.000274937,0.0019356145,0.00046702664,0.00021400976,0.012761854],"category_scores_gemma":[0.000068264126,0.000216354,0.00007799508,0.00006506165,0.00021179218,0.0004613371,0.00044857117,0.0010566288,0.0006978828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005318661,0.000025278989,0.000017031953,0.00017201755,0.00010579095,0.0000052835567,0.017455073,1.2796157e-7,0.000004248028,0.067506514,0.91132337,0.0033799463],"study_design_scores_gemma":[0.000109130284,0.000059215334,0.000005117463,0.0004904796,0.00003289155,0.0000020579885,0.010176091,0.00005012053,0.000005131466,0.0017372777,0.98705345,0.00027904505],"about_ca_topic_score_codex":0.011814569,"about_ca_topic_score_gemma":0.025349475,"teacher_disagreement_score":0.07573007,"about_ca_system_score_codex":0.00007762171,"about_ca_system_score_gemma":0.00006493502,"threshold_uncertainty_score":0.99910045},"labels":[],"label_agreement":null},{"id":"W7029962827","doi":"","title":"LAURA MILLAR, The Story Behind the Book: Preserving Authorsâ and Publishersâ Archives","year":2014,"lang":"en","type":"article","venue":"Archivaria","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Performance art; Key (lock); Narrative","score_opus":0.021674269329972632,"score_gpt":0.20616112177427096,"score_spread":0.18448685244429833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029962827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020764373,0.0019017905,0.0004947721,0.056772307,0.00055191945,0.00024677266,0.000012743136,0.00012792512,0.9191274],"genre_scores_gemma":[0.98367137,0.00006604587,0.00032205303,0.001731449,0.0006079357,0.000026629259,0.00002060399,0.00002007974,0.013533817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983829,0.0008640048,0.00015801223,0.00017995926,0.00018708823,0.00022803366],"domain_scores_gemma":[0.9974982,0.0014647645,0.00009159391,0.0008481362,0.00003261117,0.00006469402],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013838533,0.00012059967,0.00010580142,0.000060053324,0.0019021627,0.002929634,0.001098258,0.000025025714,0.00017006067],"category_scores_gemma":[0.0005631222,0.00006546226,0.000053333704,0.000020995878,0.0005070541,0.0011604368,0.00042959888,0.0006908839,0.000013541808],"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":[0.000009308733,0.000014865007,0.00036995002,0.000007260761,0.000030467,1.987928e-7,0.07531603,0.0000034661175,0.000029655617,0.85532683,0.055151653,0.013740297],"study_design_scores_gemma":[0.0001323435,0.000027564463,0.01682015,0.000018019256,0.000019376017,0.0000028642817,0.0017973051,0.0015805401,0.000002622651,0.103520945,0.87597936,0.00009889902],"about_ca_topic_score_codex":0.00036964315,"about_ca_topic_score_gemma":0.0003890488,"teacher_disagreement_score":0.962907,"about_ca_system_score_codex":0.0000059649765,"about_ca_system_score_gemma":0.000029581299,"threshold_uncertainty_score":0.9993972},"labels":[],"label_agreement":null},{"id":"W7031569201","doi":"","title":"Paleo-Indians","year":2007,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beringia; Glacial period; Ice age; Wisconsin glaciation; Ice sheet; Last Glacial Maximum","score_opus":0.026140443073540787,"score_gpt":0.19850095233483767,"score_spread":0.17236050926129687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031569201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5821911,0.00013390958,0.00072962925,0.0016624868,0.000246942,0.00008342166,0.000021495458,0.00009889954,0.41483212],"genre_scores_gemma":[0.9786906,0.000018054681,0.0007971019,0.00010038004,0.00013307828,4.3338577e-8,0.000021941982,0.0000055190417,0.020233244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947125,0.00003321266,0.00008649791,0.00010877717,0.000154287,0.00014600766],"domain_scores_gemma":[0.9993398,0.000094099334,0.000094260155,0.0002760906,0.00012781199,0.00006791566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043654485,0.000060444585,0.00010365092,0.00015971724,0.000431589,0.00009180761,0.00045096685,0.000053638592,0.0009526935],"category_scores_gemma":[0.00002845915,0.00007362594,0.00007140778,0.00006909348,0.00017873703,0.0007525305,0.00008462713,0.00017511546,0.00010240743],"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":[0.00015937103,0.00048804848,0.019065026,0.0000651697,0.0001402937,0.00006882273,0.21169811,0.000011802997,0.0005711898,0.6285251,0.042583864,0.096623205],"study_design_scores_gemma":[0.00044977802,0.000073570765,0.04052674,0.00002588059,0.00002264275,0.0000016928698,0.029528767,0.000059225047,0.000025288491,0.001921128,0.92721087,0.00015442322],"about_ca_topic_score_codex":0.0010718942,"about_ca_topic_score_gemma":0.012280057,"teacher_disagreement_score":0.884627,"about_ca_system_score_codex":0.000029767678,"about_ca_system_score_gemma":0.00003511921,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W7033205406","doi":"","title":"Pohled tří generací na život v městské části Praha - Kunratice","year":2010,"lang":"en","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Field (mathematics); Field research; Quality of life (healthcare); Quality (philosophy); Quarter (Canadian coin); Field survey","score_opus":0.013793316510033233,"score_gpt":0.23696007092040278,"score_spread":0.22316675441036954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033205406","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30025968,0.0034888256,0.0000037237742,0.00011121024,0.0079066185,0.00047151104,0.00045131758,0.00023115597,0.687076],"genre_scores_gemma":[0.7561449,0.000018383244,0.00021616524,0.00009827355,0.00300377,0.00009549013,0.009568735,0.00010945129,0.23074487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947275,0.00023981181,0.0016151974,0.00088513986,0.0021080056,0.0004243317],"domain_scores_gemma":[0.99073595,0.0005112047,0.0017458604,0.0011006667,0.0056493226,0.00025699756],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00045426722,0.0007496988,0.00073703914,0.0006501071,0.0013816039,0.010468659,0.001375406,0.00088284974,0.00005656296],"category_scores_gemma":[0.001137655,0.00072563754,0.0005766329,0.00021336279,0.00033690705,0.006408615,0.00010846452,0.0021322435,0.000026712649],"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":[0.0031593975,0.0043386705,0.0036181305,0.003860299,0.0035563516,0.0006197542,0.19163552,0.00009775049,0.11945335,0.5403966,0.1172001,0.012064108],"study_design_scores_gemma":[0.0016231039,0.00071730616,0.009333113,0.0032005722,0.0005385188,0.0004964926,0.0026138474,0.00036567159,0.02298907,0.008317764,0.94657534,0.0032291815],"about_ca_topic_score_codex":0.00011926778,"about_ca_topic_score_gemma":0.00014399667,"teacher_disagreement_score":0.82937527,"about_ca_system_score_codex":0.00025427341,"about_ca_system_score_gemma":0.0010150258,"threshold_uncertainty_score":0.99991846},"labels":[],"label_agreement":null},{"id":"W7033216090","doi":"","title":"Pour une dÃ©mocratisation des prises de dÃ©cisions en matiÃ¨re environnementale : une Ã©tude de cas sur les OGM","year":2008,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Context (archaeology); Limiting; Gestational period","score_opus":0.012277299943981385,"score_gpt":0.1676982143588191,"score_spread":0.1554209144148377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033216090","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09423368,0.004002166,0.00022585496,0.018665293,0.00019164692,0.0003103231,0.0010743048,0.000029000284,0.8812677],"genre_scores_gemma":[0.63472927,0.0046127043,0.002308848,0.00090727693,0.00025982794,0.000023741975,0.00014653282,0.00009980657,0.35691202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709487,0.00039412387,0.000485589,0.0003179976,0.0012039958,0.0005034016],"domain_scores_gemma":[0.99804497,0.00080794917,0.00038778898,0.00042583613,0.000002533338,0.00033092],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050731924,0.00039206972,0.0003909096,0.000067513705,0.001352242,0.0002984999,0.0005995451,0.00011156903,0.002582073],"category_scores_gemma":[0.000033634667,0.0003993429,0.00007122385,0.000059664686,0.0004879131,0.0009965525,0.00024163807,0.00046613254,5.777942e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026840172,0.00043319116,0.047141764,0.0009809781,0.0007621333,0.000237919,0.026209082,0.00044968692,0.0050698067,0.7141527,0.098080784,0.10621358],"study_design_scores_gemma":[0.00052971207,0.00010315355,0.13083223,0.0007385535,0.000118925884,0.000026099375,0.022458898,0.0011167431,0.0018878587,0.0067199403,0.83489096,0.000576938],"about_ca_topic_score_codex":0.16493735,"about_ca_topic_score_gemma":0.6931689,"teacher_disagreement_score":0.73681015,"about_ca_system_score_codex":0.00012282896,"about_ca_system_score_gemma":0.0024629836,"threshold_uncertainty_score":0.99994785},"labels":[],"label_agreement":null},{"id":"W7033402035","doi":"","title":"A Provenance-Aware Visual Framework for Explorative and Reproducible Computational Scientific Experiments","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Workflow; Workflow management system; Usability; Extensibility; Workflow technology; Flexibility (engineering); Workflow engine; Graphical user interface","score_opus":0.027468727182363567,"score_gpt":0.2267101045116055,"score_spread":0.19924137732924194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033402035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95176965,0.00036325576,0.026196627,0.0066324067,0.0005028035,0.0006720261,0.00035488134,0.0002634116,0.013244936],"genre_scores_gemma":[0.9496421,0.000012625328,0.0107515305,0.000055906614,0.000026637865,2.1428538e-7,0.00018240485,0.0000059539457,0.03932262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992593,0.00007094559,0.00007971797,0.00034265313,0.00011683802,0.00013055693],"domain_scores_gemma":[0.99926525,0.00014444243,0.000113345115,0.0002655744,0.00015884088,0.000052514948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012894715,0.000096030504,0.0001578411,0.0002789326,0.0012184121,0.00029296448,0.00040723992,0.00006369199,0.00016630691],"category_scores_gemma":[0.000020051408,0.00012440328,0.00006885295,0.00018967476,0.00056441524,0.0040357956,0.00031677104,0.00014795669,0.0000039819333],"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":[0.00056131184,0.00041906573,0.0033482132,0.00017049903,0.00020541897,0.0000076296565,0.5382569,0.000072917515,0.00010001773,0.43696743,0.015886512,0.004004067],"study_design_scores_gemma":[0.0010429252,0.00012431864,0.00090310315,0.00021243552,0.00005310239,2.4801437e-7,0.789779,0.0011770128,0.00032335785,0.060836494,0.14532042,0.00022757989],"about_ca_topic_score_codex":0.00022209344,"about_ca_topic_score_gemma":0.0001821068,"teacher_disagreement_score":0.37613094,"about_ca_system_score_codex":0.00003920448,"about_ca_system_score_gemma":0.0002727964,"threshold_uncertainty_score":0.9371164},"labels":[],"label_agreement":null},{"id":"W7033607871","doi":"","title":"Relación entre el nivel de desarrollo psicomotor y características clínicas y sociodemográficas de infantes que asisten al programa madre canguro de seguimiento de un hospital de tercer nivel en la ciudad Santiago de Cali- Colombia en el 2022","year":2023,"lang":"es","type":"article","venue":"Univalle Digital Repository (University of Valle)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transversal (combinatorics); Population; Elderly people","score_opus":0.0073587759961516,"score_gpt":0.22957903371861094,"score_spread":0.22222025772245935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033607871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98334503,0.00038989165,0.00034654967,0.0031247,0.00015243726,0.00051602477,0.0004281909,0.00041030443,0.011286854],"genre_scores_gemma":[0.98806316,0.0005719622,0.0013753058,0.00014699667,0.00021795565,0.0000068580807,0.00024800855,0.00010196359,0.009267784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955209,0.0014147176,0.0004958241,0.0007027505,0.0005925488,0.0012732928],"domain_scores_gemma":[0.99626386,0.0012187524,0.0005290177,0.0008690566,0.00043795304,0.00068134815],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012646086,0.0005484803,0.0006460693,0.00039402206,0.0015409054,0.0021132992,0.0018297791,0.0006956411,0.00007860879],"category_scores_gemma":[0.0006280868,0.000707445,0.0006401823,0.0002858105,0.00082291075,0.0021408137,0.0009453936,0.0013528033,0.000023172082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006400986,0.001976211,0.7085371,0.00034987018,0.0015919855,0.0027142935,0.23831984,0.00016193953,0.0059433025,0.022577781,0.011892257,0.0052953353],"study_design_scores_gemma":[0.0026547296,0.00085557316,0.7863738,0.0006692308,0.00086859264,0.00048167174,0.13910381,0.007134782,0.000244619,0.0015375947,0.058730412,0.0013451708],"about_ca_topic_score_codex":0.011812901,"about_ca_topic_score_gemma":0.0004460812,"teacher_disagreement_score":0.09921603,"about_ca_system_score_codex":0.0023036695,"about_ca_system_score_gemma":0.0022115533,"threshold_uncertainty_score":0.99975896},"labels":[],"label_agreement":null},{"id":"W7033863225","doi":"","title":"Seasonal and environmental effects on physiological tolerances and gill adaptations of imperilled Eastern Sand Darter (Ammocrypta pellucida)","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Threatened species; Habitat; Benthic zone; Biodiversity; Riffle; Habitat destruction; Invertebrate; Indicator species","score_opus":0.014047244921964859,"score_gpt":0.18961870686754262,"score_spread":0.17557146194557777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033863225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612635,0.0010667257,3.9097588e-7,0.00034615118,0.00020136102,0.00014142328,0.00012311841,0.000021157222,0.0019732995],"genre_scores_gemma":[0.91107446,0.0003991326,0.000053846274,0.000012583324,0.000060335915,6.6145554e-7,0.0005200282,0.0000104994715,0.08786842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992982,0.00008193221,0.00009246715,0.00023989179,0.00017850485,0.00010900164],"domain_scores_gemma":[0.9995515,0.00007140054,0.00012583716,0.00016697562,0.000031796895,0.000052495478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079289355,0.00016099199,0.00027460675,0.00011844287,0.00025904036,0.00012612592,0.0001695538,0.00011233594,0.00016761913],"category_scores_gemma":[0.000007331508,0.00014911409,0.00007810706,0.000019397112,0.0002127765,0.00038098762,0.00006195006,0.00024671378,0.000010353686],"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":[0.00059383066,0.00021198572,0.00072735857,0.0009026861,0.00039552688,0.000018159031,0.94581485,0.0000073688175,0.016968304,0.007530374,0.0031346467,0.02369494],"study_design_scores_gemma":[0.002792903,0.001969239,0.11367941,0.002080551,0.0008687147,0.000005422705,0.85022914,0.003590357,0.0015440168,0.0024031652,0.019683994,0.001153056],"about_ca_topic_score_codex":0.0018555898,"about_ca_topic_score_gemma":0.004539871,"teacher_disagreement_score":0.112952046,"about_ca_system_score_codex":0.000016903296,"about_ca_system_score_gemma":0.000015068629,"threshold_uncertainty_score":0.6080696},"labels":[],"label_agreement":null},{"id":"W7033909775","doi":"","title":"A Study of Photography and Walking through the City in Modern,&#13;\\nPostmodern, and Contemporary Canadian Art","year":2012,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Concordia University","keywords":"Photography; Meaning (existential); Space (punctuation); Urban space; Photojournalism; Contemporary art","score_opus":0.07173703132528528,"score_gpt":0.2781044660946173,"score_spread":0.20636743476933203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033909775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7094635,0.0009812785,2.4313684e-7,0.00014823565,0.00018407278,0.00052623445,0.000014119476,0.000016810882,0.28866556],"genre_scores_gemma":[0.98918945,0.00014095755,0.0000011216248,0.000008787033,0.000116415904,0.0000079564525,0.0000669733,0.000023368199,0.010444981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975473,0.00093031576,0.00027241991,0.00037673814,0.00044810487,0.00042507405],"domain_scores_gemma":[0.9985031,0.000289383,0.00018571441,0.0005895952,0.0002497504,0.00018248342],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009556419,0.0002083969,0.0003319226,0.0011032013,0.0013082393,0.0006514614,0.0006693748,0.00016708474,0.000022305887],"category_scores_gemma":[0.000056869507,0.00019082242,0.0000664396,0.0003076491,0.00041478197,0.0013378459,0.00015706268,0.0014156005,0.0000010539402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042915583,0.00042486482,0.60814315,0.00015935091,0.00034270145,0.00015146055,0.37487653,0.0000012538443,0.0001898828,0.013171517,0.0012647507,0.00084535906],"study_design_scores_gemma":[0.0009970157,0.00041525628,0.6810321,0.00020676958,0.00007290182,0.0000061397964,0.2770482,0.000038993094,0.000079920035,0.0023022965,0.03741946,0.00038091623],"about_ca_topic_score_codex":0.86475736,"about_ca_topic_score_gemma":0.98363775,"teacher_disagreement_score":0.279726,"about_ca_system_score_codex":0.00019583879,"about_ca_system_score_gemma":0.0006076782,"threshold_uncertainty_score":0.9999919},"labels":[],"label_agreement":null},{"id":"W7033929502","doi":"","title":"Spray Combustion Characteristics and Emissions of a Wood derived Fast Pyrolysis Liquid-ethanol Blend in a Pilot Stabilized Swirl Burner","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Publishing and Scholarly Communication","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":"Combustor; Combustion; Particulates; Pyrolysis; Ignition system; Solid fuel; NOx; Liquid fuel; Heat of combustion; Combustion chamber; Mixing (physics)","score_opus":0.011550595903000444,"score_gpt":0.1687172780275546,"score_spread":0.15716668212455415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033929502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89544207,0.00049021293,0.0000017977334,0.00043817054,0.0002016695,0.00020099946,0.0005272787,0.000009434485,0.10268839],"genre_scores_gemma":[0.9866469,0.0005598469,0.00009923987,0.00009984809,0.00004357572,0.000020347765,0.00036677968,0.00002858462,0.01213488],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99808276,0.00015013797,0.00053525437,0.00024413642,0.0007768958,0.00021083554],"domain_scores_gemma":[0.9988179,0.0002263259,0.0004972363,0.00029440556,0.000005303715,0.0001587847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036047404,0.0002441604,0.0004574191,0.000094973184,0.00022563241,0.00010410621,0.00029795678,0.00005819245,0.00014317271],"category_scores_gemma":[0.00002327954,0.00023206943,0.00003404053,0.000047996236,0.000116927265,0.00069987925,0.000092879935,0.00036993006,2.3260787e-9],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01765831,0.0013537427,0.018192256,0.005083583,0.0011329042,0.00009721397,0.07323527,0.000013181768,0.4694649,0.37906387,0.0014483359,0.03325641],"study_design_scores_gemma":[0.007356862,0.0030317775,0.2429475,0.008531343,0.0011689501,0.000013292303,0.23108207,0.0012775761,0.41657656,0.0074536726,0.07642495,0.004135449],"about_ca_topic_score_codex":0.009652844,"about_ca_topic_score_gemma":0.21740288,"teacher_disagreement_score":0.37161022,"about_ca_system_score_codex":0.000009280234,"about_ca_system_score_gemma":0.0011046758,"threshold_uncertainty_score":0.996942},"labels":[],"label_agreement":null},{"id":"W7034382569","doi":"","title":"TRIBUTE:Dejan B. Popović (1950-2021)","year":2022,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","score_opus":0.015566336090606868,"score_gpt":0.17735045791877474,"score_spread":0.16178412182816787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034382569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.537015,0.0002981801,0.000023143115,0.0040828804,0.0011819105,0.00026453717,0.00030817703,0.00035987177,0.45646626],"genre_scores_gemma":[0.8665733,0.000014577049,0.00007205437,0.00039025117,0.0002559798,0.000008985542,0.00079341134,0.000031419415,0.13186006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983336,0.00012891852,0.00027931505,0.00035182474,0.00050339714,0.00040299507],"domain_scores_gemma":[0.9987536,0.000076622426,0.00024622024,0.0006091902,0.00016225417,0.00015211104],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005474379,0.0002104724,0.00023518769,0.00038000906,0.002458375,0.00050740584,0.0010185393,0.000051754796,0.024161296],"category_scores_gemma":[0.00005524368,0.00023587834,0.00018790337,0.00026651451,0.00016469871,0.0017233174,0.0005278483,0.00071761775,0.00023339763],"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":[0.00013387541,0.00029984393,0.005222568,0.000014338824,0.00013773458,0.00014934814,0.045591794,0.000085270316,0.000106322776,0.60773695,0.3370298,0.0034921423],"study_design_scores_gemma":[0.00056138315,0.00013625821,0.00043495613,0.000008831435,0.00004784025,0.000011406404,0.025360625,0.00011167599,0.000020578002,0.0017953621,0.9712024,0.00030873768],"about_ca_topic_score_codex":0.0015458723,"about_ca_topic_score_gemma":0.0005850125,"teacher_disagreement_score":0.63417256,"about_ca_system_score_codex":0.00026570438,"about_ca_system_score_gemma":0.00013707367,"threshold_uncertainty_score":0.9988403},"labels":[],"label_agreement":null},{"id":"W7035522375","doi":"","title":"Acuity Brands Reports Fiscal 2018 First Quarter Results","year":2018,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Data collection","score_opus":0.03348753491098237,"score_gpt":0.23881132025970456,"score_spread":0.2053237853487222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035522375","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039416984,0.0001530669,0.00001360246,0.0020602846,0.0019038226,0.00014148447,0.000097055345,0.0005240898,0.9950672],"genre_scores_gemma":[0.010158019,0.00004000649,0.00010349963,0.00025357865,0.0031763017,0.000014530793,0.00052983436,0.00016170653,0.9855625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986476,0.00007572209,0.00040514444,0.00037043434,0.00027626893,0.00022485682],"domain_scores_gemma":[0.99800384,0.000057692414,0.00035646814,0.0014215125,0.00007998114,0.00008052692],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000582672,0.00023508602,0.00026831403,0.00017502139,0.00035808355,0.0015031461,0.00046275923,0.00026792806,0.037485003],"category_scores_gemma":[0.00013453857,0.00017898384,0.000116139934,0.000026731648,0.00024660278,0.0004404794,0.00012124078,0.00030919825,0.0014735205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011309411,0.000044919714,0.00006595931,0.000015822814,0.00004256066,0.00000596375,0.0024115285,1.0838347e-8,1.2424462e-7,0.0036774885,0.9934994,0.00022490756],"study_design_scores_gemma":[0.00022467079,0.000050842424,0.00014307827,0.00012315653,0.000023908491,0.0000069033886,0.00018811377,0.000005379625,8.720792e-7,0.0005832639,0.9983901,0.00025972477],"about_ca_topic_score_codex":0.003368515,"about_ca_topic_score_gemma":0.032833204,"teacher_disagreement_score":0.03601148,"about_ca_system_score_codex":0.000032251828,"about_ca_system_score_gemma":0.0000339904,"threshold_uncertainty_score":0.9995334},"labels":[],"label_agreement":null},{"id":"W7036476721","doi":"","title":"Canadian Solar Reports Third Quarter 2024 Results","year":2024,"lang":"en","type":"other","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.02363571437921749,"score_gpt":0.22800691329405195,"score_spread":0.20437119891483446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036476721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013838371,0.0019868005,8.59472e-7,0.006437175,0.00421617,0.00013078091,0.00024576238,0.000451827,0.98652923],"genre_scores_gemma":[0.0021961555,0.000046357196,0.00005300545,0.0006370048,0.0016263525,0.000014915878,0.00037198432,0.0002472356,0.994807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988567,0.000052577805,0.0003094394,0.0003412831,0.0001922291,0.00024774336],"domain_scores_gemma":[0.99861455,0.00001656613,0.00011945248,0.0010324109,0.00005694469,0.0001600706],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048548542,0.00019854604,0.0001878001,0.00050033774,0.00014030593,0.0029545336,0.00032127323,0.0002244435,0.018265788],"category_scores_gemma":[0.000066694716,0.00015855586,0.00009582162,0.00003668468,0.0000541353,0.00026800108,0.000051634892,0.0006568393,0.0048606843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.7045333e-7,0.0000058178657,0.000001984317,0.0000242249,0.000053960306,0.00007120409,0.0039237663,1.7380364e-8,8.792742e-8,0.025540017,0.970201,0.00017702812],"study_design_scores_gemma":[0.00003584034,0.000013869999,0.0000017117046,0.00019214123,0.000032354703,0.000009516898,0.00078852574,0.000003878133,2.2964875e-7,0.0029531,0.99574614,0.00022268725],"about_ca_topic_score_codex":0.70261425,"about_ca_topic_score_gemma":0.97019947,"teacher_disagreement_score":0.26758525,"about_ca_system_score_codex":0.00010883484,"about_ca_system_score_gemma":0.0002574131,"threshold_uncertainty_score":0.9980805},"labels":[],"label_agreement":null},{"id":"W7037319476","doi":"","title":"Dissolved organic matter fluorescence : relationships with heterotrophic metabolism","year":2002,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Bacterioplankton; Heterotroph; Organic matter; Carbon cycle; Plankton; Respiration; Fluorescence spectroscopy","score_opus":0.0316051277930956,"score_gpt":0.21125630815348134,"score_spread":0.17965118036038574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037319476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.750293,0.0007196285,1.5896659e-7,0.00016423385,0.0013726457,0.00070895226,0.00069192774,0.00050671503,0.24554275],"genre_scores_gemma":[0.9225397,0.0002239157,0.0003843621,0.00026401703,0.00021913144,0.00023895584,0.0024541544,0.00033677983,0.07333898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946956,0.0009768432,0.0011141812,0.0011821719,0.0011536938,0.0008775305],"domain_scores_gemma":[0.9954033,0.00029860952,0.0009453555,0.002008528,0.0009618881,0.0003823252],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089772715,0.0010193205,0.0009084291,0.00066311104,0.0046332735,0.0019616191,0.0018376006,0.0007063365,0.005471439],"category_scores_gemma":[0.00058388954,0.00092128763,0.00034931552,0.0003814117,0.00021059354,0.004506067,0.00017211538,0.0046268413,0.0027983536],"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":[0.0008671307,0.0015394446,0.0006414291,0.0010211774,0.0016792461,0.00013663176,0.0030504875,0.00003349165,0.019758131,0.9302644,0.0010049159,0.04000348],"study_design_scores_gemma":[0.0031978788,0.00039670969,0.022481475,0.0024129448,0.0019344984,0.00009201904,0.0044069313,0.000099096695,0.006744802,0.04631665,0.906142,0.005774993],"about_ca_topic_score_codex":0.00048279602,"about_ca_topic_score_gemma":0.008917781,"teacher_disagreement_score":0.90513706,"about_ca_system_score_codex":0.00043126094,"about_ca_system_score_gemma":0.000058537673,"threshold_uncertainty_score":0.9993238},"labels":[],"label_agreement":null},{"id":"W7037704845","doi":"","title":"Exploration de l'expÃ©rience de la violence homophobe chez des hommes homosexuels","year":2012,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); Field (mathematics); Context (archaeology); Poison control","score_opus":0.007444405022332472,"score_gpt":0.16090073977913882,"score_spread":0.15345633475680634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037704845","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05439139,0.011306476,0.00026578215,0.002803947,0.00032728718,0.00017791976,0.0004281519,0.0000329385,0.9302661],"genre_scores_gemma":[0.760965,0.004839328,0.0014693205,0.0008946515,0.00036050566,0.00002888598,0.000028983655,0.000075579424,0.23133776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974,0.0004991786,0.00034269207,0.0002624693,0.0009670939,0.00052858074],"domain_scores_gemma":[0.9982825,0.0005980423,0.0003328233,0.00040650344,0.0000024012902,0.00037772316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008812384,0.00032855308,0.0003203435,0.00004743342,0.0007892103,0.000515915,0.000673281,0.000105580744,0.0008941036],"category_scores_gemma":[0.000029096396,0.00033401782,0.000047608504,0.000053794563,0.00074252766,0.0022991276,0.00022975041,0.000485267,3.064338e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011420734,0.00012717232,0.024365567,0.0005208118,0.000116727926,0.000034439545,0.009984591,0.000029181108,0.0021021264,0.8676995,0.0061898497,0.088715844],"study_design_scores_gemma":[0.000267507,0.00007414774,0.02523743,0.0012474075,0.00007198363,0.000016425784,0.020635288,0.00046577098,0.0065136272,0.015707983,0.929211,0.00055139157],"about_ca_topic_score_codex":0.024569033,"about_ca_topic_score_gemma":0.07340081,"teacher_disagreement_score":0.9230212,"about_ca_system_score_codex":0.00004629142,"about_ca_system_score_gemma":0.002513082,"threshold_uncertainty_score":0.9999112},"labels":[],"label_agreement":null},{"id":"W7038030861","doi":"","title":"The game changes: \"Disaster Prevention and Management\" after a quarter of a century","year":2016,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Order (exchange); Work (physics); Disaster research; Subject (documents); Natural disaster; Field (mathematics); Quarter (Canadian coin); Risk management; Emergency management","score_opus":0.010467799785731388,"score_gpt":0.18065825614315517,"score_spread":0.17019045635742377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038030861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566045,0.00057126797,0.00023185537,0.0081262095,0.00031763676,0.0004056686,0.00038067866,0.00004526119,0.03331693],"genre_scores_gemma":[0.9133412,0.0006752179,0.000021927488,0.00007034557,0.000044266133,0.0000036525576,0.0000081111775,0.0000065410213,0.08582871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931806,0.00012762767,0.00009165748,0.00015602114,0.00015117442,0.00015547933],"domain_scores_gemma":[0.99936646,0.00008801238,0.000094720264,0.00035628505,0.000058568494,0.000035977442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018476181,0.00009287296,0.00010401239,0.00011347397,0.0003285603,0.00023069985,0.00029586488,0.00003254304,0.00015949093],"category_scores_gemma":[0.000008216102,0.00006128744,0.00006465952,0.000059475293,0.00024593025,0.0022585222,0.0002080369,0.000068613386,0.000015004029],"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":[0.0007723385,0.00016229453,0.0010704264,0.00008934158,0.00021274069,0.000021223721,0.02086971,1.12847246e-7,0.00008231487,0.95005345,0.01549935,0.011166703],"study_design_scores_gemma":[0.0016368703,0.00017007033,0.0116391275,0.000244167,0.00010355678,0.0000027189183,0.03646883,0.000024052939,0.0000084103485,0.0031040465,0.9463776,0.00022059512],"about_ca_topic_score_codex":0.000046206886,"about_ca_topic_score_gemma":0.0022575303,"teacher_disagreement_score":0.9469494,"about_ca_system_score_codex":0.00004424754,"about_ca_system_score_gemma":0.000014298354,"threshold_uncertainty_score":0.25270537},"labels":[],"label_agreement":null},{"id":"W7039337601","doi":"","title":"Literature at lightspeed: a community of writers on the world wide web and its relationship to the print publishing industry","year":2001,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Publishing; Order (exchange); Entertainment; Work (physics); The Internet; Electronic publishing","score_opus":0.06532541904500004,"score_gpt":0.2564514755816295,"score_spread":0.19112605653662945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039337601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68758297,0.00046207593,4.8114255e-9,0.0029761042,0.00060302124,0.0006398678,0.0007382052,0.00011097327,0.3068868],"genre_scores_gemma":[0.8934748,0.00008275478,0.000021572207,0.0018642202,0.00013594035,0.00014468502,0.0011311725,0.00009912639,0.10304574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946023,0.0024888797,0.00092938804,0.00053755415,0.000931312,0.0005105425],"domain_scores_gemma":[0.9926547,0.0033394028,0.0008329758,0.0019247183,0.0009883473,0.00025985244],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0042481995,0.00062295084,0.0005259435,0.00073535496,0.007186692,0.004342206,0.002507883,0.0008340798,0.00034181794],"category_scores_gemma":[0.0067543387,0.00041967825,0.00024947853,0.000757658,0.00013728926,0.0038614713,0.0005993152,0.011829229,0.000074904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022677387,0.00021205908,0.00030837662,0.00019309612,0.00018005355,0.0000064503943,0.0046131993,0.000019612364,0.00042130513,0.987346,0.0015828934,0.0048902007],"study_design_scores_gemma":[0.0005353012,0.00016701566,0.0075326297,0.0030005847,0.00018917467,0.000013333411,0.008641788,0.000022619111,0.0016845161,0.02740792,0.9499391,0.0008660165],"about_ca_topic_score_codex":0.000531739,"about_ca_topic_score_gemma":0.044831827,"teacher_disagreement_score":0.95993805,"about_ca_system_score_codex":0.000498401,"about_ca_system_score_gemma":0.000063515494,"threshold_uncertainty_score":0.9998255},"labels":[],"label_agreement":null},{"id":"W7042072997","doi":"","title":"In Habit.","year":2004,"lang":"en","type":"dissertation","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Windsor; Period (music); Natural (archaeology); Point (geometry)","score_opus":0.026451209234265513,"score_gpt":0.22511678858578615,"score_spread":0.19866557935152063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042072997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84429574,0.0006699802,7.643801e-7,0.00086555013,0.0008876875,0.00025113177,0.000090409594,0.00007941453,0.15285932],"genre_scores_gemma":[0.83804655,0.000097608965,0.00013706303,0.00009115194,0.00016736427,0.0000011986195,0.0012177951,0.000049053964,0.16019218],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979131,0.0002351276,0.00036103866,0.0005010583,0.0005917976,0.00039785876],"domain_scores_gemma":[0.99806386,0.00009596325,0.0005171357,0.00080868416,0.00037534468,0.00013901436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081873994,0.00034801697,0.000552415,0.0008748135,0.00078697724,0.0003311677,0.0015564553,0.00053577544,0.004114854],"category_scores_gemma":[0.00016429002,0.0004526689,0.00030464417,0.00021875753,0.00023192014,0.0033853971,0.00017104628,0.0016177212,0.0004493769],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028793009,0.0021442883,0.03137348,0.0020468028,0.0007904235,0.00040190312,0.68339723,0.00009590928,0.004505132,0.24491182,0.020489207,0.0069645215],"study_design_scores_gemma":[0.006302409,0.0004105377,0.30242193,0.0027749233,0.00047007503,0.000013302881,0.08608159,0.00001711752,0.0009887301,0.035230663,0.56269586,0.0025929012],"about_ca_topic_score_codex":0.0028058742,"about_ca_topic_score_gemma":0.08258137,"teacher_disagreement_score":0.5973156,"about_ca_system_score_codex":0.00045545495,"about_ca_system_score_gemma":0.0003630053,"threshold_uncertainty_score":0.9997925},"labels":[],"label_agreement":null},{"id":"W7071498724","doi":"","title":"A SURVEY OF METHODS OF TEXT-TO-IMAGE TRANSLATION","year":2019,"lang":"en","type":"other","venue":"Scientific periodicals of Ukraine","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Compute Canada","funders":"","keywords":"Translation (biology); Image (mathematics); Key (lock); Rank (graph theory); Image translation; Limiting; Quality (philosophy)","score_opus":0.11538129026926425,"score_gpt":0.3584817203709787,"score_spread":0.24310043010171445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071498724","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003823607,0.0051925955,0.001103264,0.00046219237,0.0016155924,0.00067812845,0.0030066557,0.00008011025,0.9840379],"genre_scores_gemma":[0.13306342,0.000081954924,0.021053286,0.000040632698,0.00013467386,0.000016409313,0.0010908599,0.00019959042,0.84431916],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977881,0.0006272309,0.00064427376,0.000317708,0.00045232096,0.00017040773],"domain_scores_gemma":[0.99737555,0.0002961815,0.0006292995,0.0010955719,0.0005301133,0.0000732752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052187345,0.00016850141,0.00062127766,0.0007143195,0.00010250601,0.0003671127,0.0009108374,0.00015068112,0.00426223],"category_scores_gemma":[0.0010561902,0.00014572524,0.0001508568,0.00026798612,0.0011604622,0.00022299372,0.000103466686,0.00021103167,0.00005029916],"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":[0.00007523178,0.00054658094,0.0001215801,0.0011084023,0.00022078815,2.766521e-7,0.045442116,0.0000032865996,0.034197498,0.008845876,0.8292821,0.08015628],"study_design_scores_gemma":[0.00023591725,0.0000718839,0.00065325986,0.00032874264,0.00003082345,1.3861752e-7,0.000202419,0.00007887202,0.00045496205,0.000053754844,0.99773175,0.00015748646],"about_ca_topic_score_codex":0.003179116,"about_ca_topic_score_gemma":0.0026082504,"teacher_disagreement_score":0.16844966,"about_ca_system_score_codex":0.000011181281,"about_ca_system_score_gemma":0.00020203332,"threshold_uncertainty_score":0.996648},"labels":[],"label_agreement":null},{"id":"W7095100395","doi":"","title":"By","year":2011,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Term (time)","score_opus":0.11077868886113182,"score_gpt":0.1955640761558207,"score_spread":0.08478538729468887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095100395","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019248677,0.00006267081,0.000030482895,0.00022023924,0.00008132184,0.000011070945,0.0000017037221,0.0000759396,0.9802679],"genre_scores_gemma":[0.91815794,0.0000030817014,0.00014006968,0.00032945845,0.000030387175,0.0000018631608,0.000005970944,0.0000021749677,0.08132904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998494,0.000011399489,0.00003772058,0.000030305548,0.00003033431,0.00004086154],"domain_scores_gemma":[0.99982136,0.0000059191066,0.000009439422,0.00012517664,0.000023541133,0.00001455434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007411534,0.000019077048,0.000018951208,0.000011189229,0.0000959008,0.00017698063,0.0001354103,0.0000072275566,0.008634967],"category_scores_gemma":[0.000009296868,0.000014402823,0.000009702112,0.000004427528,0.000027524458,0.00051110476,0.000015527903,0.00004469865,0.00024452005],"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":[6.511032e-7,0.000018040166,0.000114717535,2.767935e-7,0.000001984611,4.088536e-8,0.0142173115,6.7447153e-10,0.000016584245,0.7327982,0.25097567,0.0018565179],"study_design_scores_gemma":[0.000029299603,0.000009835807,0.00014464276,6.838373e-7,0.0000011156415,1.0665177e-7,0.00094736315,0.0000041412,0.00012574544,0.0057280897,0.99297786,0.000031096115],"about_ca_topic_score_codex":0.00068282883,"about_ca_topic_score_gemma":0.00018024373,"teacher_disagreement_score":0.89893883,"about_ca_system_score_codex":0.0000025762158,"about_ca_system_score_gemma":0.0000025739864,"threshold_uncertainty_score":0.9922713},"labels":[],"label_agreement":null},{"id":"W7095113840","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095113840","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095126149","doi":"","title":"i PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Documentation; Legislation; Government (linguistics)","score_opus":0.10096052724874752,"score_gpt":0.25332219793202165,"score_spread":0.15236167068327414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095126149","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4631814,0.000011400698,0.0004695228,0.024622124,0.00027167783,0.000065074484,0.0000066941616,0.00020678523,0.5111653],"genre_scores_gemma":[0.7880372,0.0000027042452,0.0001995874,0.0006645106,0.000069302594,0.000002629584,0.0000010156936,0.0000032222144,0.21101983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999736,0.000021734157,0.000055454944,0.000058734608,0.0000626961,0.00006538472],"domain_scores_gemma":[0.99959064,0.000063641106,0.000009515261,0.00022371965,0.00006158351,0.00005087927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010317428,0.000029856292,0.000029097517,0.000035873596,0.00014047316,0.0006013995,0.00014649928,0.000010235608,0.0030480176],"category_scores_gemma":[0.00016757209,0.000014877936,0.000014896393,0.000009086841,0.000016563255,0.0012586608,0.000045332974,0.00002685547,0.00063366763],"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":[0.0000056388553,0.0000198147,0.00092753867,6.4742466e-7,0.0000027933095,2.4462184e-7,0.006220085,4.345387e-8,0.002168309,0.7588021,0.18147758,0.050375212],"study_design_scores_gemma":[0.000052473675,0.000015238426,0.0020673596,0.0000118996395,8.476026e-7,1.8645906e-7,0.00016676953,0.000001766648,0.00013675315,0.0009648331,0.9965395,0.000042376134],"about_ca_topic_score_codex":0.00019186667,"about_ca_topic_score_gemma":0.00025249674,"teacher_disagreement_score":0.8150619,"about_ca_system_score_codex":0.000012325853,"about_ca_system_score_gemma":0.000006846614,"threshold_uncertainty_score":0.99786335},"labels":[],"label_agreement":null},{"id":"W7095214374","doi":"","title":"PERMISSION TO USE","year":2004,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.0929336955410939,"score_gpt":0.258276892463344,"score_spread":0.1653431969222501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095214374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58587134,0.0000146433185,0.00026195045,0.010064074,0.00019256682,0.00006161244,0.0000024281794,0.00017186957,0.40335953],"genre_scores_gemma":[0.9590868,0.000001848811,0.0009174336,0.0014168179,0.00007350445,0.0000028528752,0.0000057702023,0.000004048218,0.038490962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974227,0.00001089691,0.000056930905,0.000056929926,0.0000681558,0.00006483132],"domain_scores_gemma":[0.9996713,0.00001499514,0.000008791669,0.00019906959,0.000054270706,0.00005161001],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000082405204,0.000032076798,0.000030747287,0.000039327348,0.00020454856,0.0010772023,0.00014186502,0.000011146483,0.0007433107],"category_scores_gemma":[0.00008339013,0.000023935858,0.00001614926,0.000014999898,0.000013533884,0.0010832341,0.00003843098,0.000064023894,0.00035395808],"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":[0.0000028286697,0.00003010309,0.00011206513,8.0655775e-7,0.0000019682439,4.142834e-7,0.017611407,0.000014615048,0.00019771812,0.9656859,0.0137581015,0.0025840863],"study_design_scores_gemma":[0.00009039861,0.00002380905,0.0014847509,0.000009363006,0.0000013739839,4.6951766e-7,0.0007425669,0.000004122034,0.000116089446,0.0042373682,0.9932334,0.000056308316],"about_ca_topic_score_codex":0.0011759396,"about_ca_topic_score_gemma":0.00077184604,"teacher_disagreement_score":0.97947526,"about_ca_system_score_codex":0.000020854695,"about_ca_system_score_gemma":0.000013956258,"threshold_uncertainty_score":0.99995977},"labels":[],"label_agreement":null},{"id":"W7095503462","doi":"","title":"i PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10096052724874752,"score_gpt":0.25332219793202165,"score_spread":0.15236167068327414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095503462","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4631814,0.000011400698,0.0004695228,0.024622124,0.00027167783,0.000065074484,0.0000066941616,0.00020678523,0.5111653],"genre_scores_gemma":[0.7880372,0.0000027042452,0.0001995874,0.0006645106,0.000069302594,0.000002629584,0.0000010156936,0.0000032222144,0.21101983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999736,0.000021734157,0.000055454944,0.000058734608,0.0000626961,0.00006538472],"domain_scores_gemma":[0.99959064,0.000063641106,0.000009515261,0.00022371965,0.00006158351,0.00005087927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010317428,0.000029856292,0.000029097517,0.000035873596,0.00014047316,0.0006013995,0.00014649928,0.000010235608,0.0030480176],"category_scores_gemma":[0.00016757209,0.000014877936,0.000014896393,0.000009086841,0.000016563255,0.0012586608,0.000045332974,0.00002685547,0.00063366763],"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":[0.0000056388553,0.0000198147,0.00092753867,6.4742466e-7,0.0000027933095,2.4462184e-7,0.006220085,4.345387e-8,0.002168309,0.7588021,0.18147758,0.050375212],"study_design_scores_gemma":[0.000052473675,0.000015238426,0.0020673596,0.0000118996395,8.476026e-7,1.8645906e-7,0.00016676953,0.000001766648,0.00013675315,0.0009648331,0.9965395,0.000042376134],"about_ca_topic_score_codex":0.00019186667,"about_ca_topic_score_gemma":0.00025249674,"teacher_disagreement_score":0.8150619,"about_ca_system_score_codex":0.000012325853,"about_ca_system_score_gemma":0.000006846614,"threshold_uncertainty_score":0.99786335},"labels":[],"label_agreement":null},{"id":"W7095523658","doi":"","title":"Permission To Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095523658","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095575304","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095575304","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095648337","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Order (exchange)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095648337","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095750825","doi":"","title":"Consulting Editors International Editors Editors Copy Editor Designer Subscriptions Inquiries","year":2013,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accounts payable; Institution; Volume (thermodynamics); Financial institution","score_opus":0.036915828915352646,"score_gpt":0.2490480812963454,"score_spread":0.21213225238099276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095750825","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018576043,0.000083883875,0.0007422746,0.017720724,0.83099985,0.00058578484,0.000069977694,0.0008857837,0.1303357],"genre_scores_gemma":[0.34680682,0.000011658658,0.0006540115,0.0003652046,0.6338787,0.00023084809,0.00016795185,0.0000335463,0.01785125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798125,0.00014829347,0.00051776017,0.00032178615,0.0006472385,0.0003836787],"domain_scores_gemma":[0.9974024,0.00044538963,0.00020900523,0.0005021602,0.001263232,0.0001777739],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055443647,0.0002541733,0.00021073906,0.00027438762,0.0010319246,0.004060064,0.00095268874,0.00015844,0.0068323947],"category_scores_gemma":[0.0009094699,0.00021490369,0.00011767502,0.000087505745,0.00082443526,0.005764536,0.00020544264,0.0005574798,0.0009839115],"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":[0.0000050880158,0.00008263594,0.0011699175,0.000004935304,0.00005237023,3.5388913e-7,0.005260279,0.0000036384856,0.00010678191,0.016670963,0.9759639,0.00067913765],"study_design_scores_gemma":[0.0002922763,0.000034174853,0.0005683239,0.000024104895,0.000018791614,0.000001106096,0.008205363,0.00023834631,0.00011571173,0.0012340689,0.9889732,0.00029455055],"about_ca_topic_score_codex":0.0013997309,"about_ca_topic_score_gemma":0.00012597124,"teacher_disagreement_score":0.3282308,"about_ca_system_score_codex":0.00012745222,"about_ca_system_score_gemma":0.00009114417,"threshold_uncertainty_score":0.99979395},"labels":[],"label_agreement":null},{"id":"W7095817633","doi":"","title":"by","year":2008,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.05856016519430538,"score_gpt":0.1998967371929267,"score_spread":0.14133657199862132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095817633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108053565,0.00012736366,0.000021987906,0.0012588782,0.00007052494,0.000011291418,0.0000020802324,0.00008489197,0.8903694],"genre_scores_gemma":[0.8403836,0.000015521302,0.000046384008,0.00044235046,0.000054197943,0.0000014635567,0.0000112039,0.0000019532722,0.15904333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998291,0.000011512284,0.000039200888,0.000031538748,0.000046265905,0.00004235355],"domain_scores_gemma":[0.99981904,0.000012803032,0.00000861697,0.00011794826,0.000026529198,0.000015058038],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000480459,0.00001982121,0.000022238104,0.0000115554,0.00026107798,0.00014202503,0.00011289793,0.000007173983,0.0021619387],"category_scores_gemma":[0.000013730969,0.000015342448,0.000011067332,0.000005767015,0.000047509937,0.00048622332,0.000013221979,0.000051793504,0.00021707316],"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":[3.897909e-7,0.000013429927,0.00017703141,2.181898e-7,0.0000015733906,1.6766799e-7,0.005354839,2.5770046e-8,0.000031422376,0.21329352,0.780578,0.00054936943],"study_design_scores_gemma":[0.000035519803,0.000005795908,0.00012262978,4.390227e-7,4.4823346e-7,0.0000010156298,0.0002472285,0.00001050244,0.000040178275,0.00054440764,0.99896455,0.00002729075],"about_ca_topic_score_codex":0.0002608389,"about_ca_topic_score_gemma":0.00006727195,"teacher_disagreement_score":0.73233,"about_ca_system_score_codex":0.000003932399,"about_ca_system_score_gemma":0.000005184271,"threshold_uncertainty_score":0.9987502},"labels":[],"label_agreement":null},{"id":"W7095833773","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Documentation; Authorization","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095833773","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095840445","doi":"","title":"Permission To Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095840445","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095864106","doi":"","title":"Saskatoon By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.02242744316862059,"score_gpt":0.19328693340480022,"score_spread":0.17085949023617963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095864106","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040012125,0.00009699668,0.0001239116,0.011258418,0.00012843485,0.000019792953,0.000008918142,0.000125516,0.9482259],"genre_scores_gemma":[0.7486614,0.000006199297,0.000023530405,0.00033485884,0.000060101884,0.0000022599152,0.0000031309764,0.0000027615324,0.25090575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997609,0.000020360878,0.000053248834,0.00004906484,0.000054272936,0.00006212101],"domain_scores_gemma":[0.99971706,0.00003860008,0.000014179625,0.00017680215,0.000032552776,0.000020830736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001112386,0.000027973398,0.000027864771,0.0000150429905,0.00011248953,0.00034577638,0.00015219206,0.00001087474,0.004321826],"category_scores_gemma":[0.000023299785,0.000014434725,0.000014303324,0.000005251391,0.00004813847,0.00090291613,0.000021513377,0.000029576544,0.00045301628],"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":[8.5954474e-7,0.00001141999,0.00009495394,3.230882e-7,0.0000022291074,3.2130412e-8,0.0010296828,1.0605413e-9,0.00072544575,0.38660163,0.5944287,0.017104676],"study_design_scores_gemma":[0.00007881692,0.000012330513,0.00006413181,0.000004013608,9.2390275e-7,1.2387247e-7,0.00018683358,8.9404824e-7,0.00021552529,0.0032869552,0.9961119,0.000037516347],"about_ca_topic_score_codex":0.00010576135,"about_ca_topic_score_gemma":0.00033609185,"teacher_disagreement_score":0.7086493,"about_ca_system_score_codex":0.000009324302,"about_ca_system_score_gemma":0.000005206675,"threshold_uncertainty_score":0.99658835},"labels":[],"label_agreement":null},{"id":"W7095919046","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095919046","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7095937488","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095937488","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7096007927","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096007927","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7096070103","doi":"","title":"BY","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Soul; Presentation (obstetrics)","score_opus":0.016762784852247813,"score_gpt":0.18771545708632592,"score_spread":0.17095267223407812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096070103","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015145838,0.000031006108,0.00022516,0.0021645522,0.00008960999,0.00000924058,9.852188e-7,0.00008021544,0.9822534],"genre_scores_gemma":[0.91310155,0.0000014021373,0.000059005863,0.0007941493,0.00008960308,0.0000013807318,0.000010816047,0.0000021063506,0.08593996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998298,0.000023098726,0.00003649357,0.000031763542,0.000038446913,0.00004038645],"domain_scores_gemma":[0.9997948,0.000024795765,0.000009272556,0.00013423564,0.00002248344,0.00001445273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014737553,0.000018900606,0.000021766806,0.000010019158,0.00012083615,0.00046550107,0.00012224965,0.000007023899,0.0015692976],"category_scores_gemma":[0.000034703993,0.000014279196,0.000009282702,0.000004070501,0.000022274924,0.00036611283,0.000013814717,0.000045600165,0.00021773535],"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":[1.749787e-7,0.0000054251723,0.00003190484,2.7925563e-7,7.683731e-7,2.4755553e-9,0.0010208563,2.667914e-8,0.000026587108,0.674482,0.31949234,0.0049396767],"study_design_scores_gemma":[0.00003229525,0.0000076026254,0.000032178974,6.7002213e-7,6.6908547e-7,4.7149683e-8,0.00015289699,0.00010108646,0.000030042082,0.0045434763,0.9950738,0.00002524353],"about_ca_topic_score_codex":0.00016678261,"about_ca_topic_score_gemma":0.00012266118,"teacher_disagreement_score":0.8979557,"about_ca_system_score_codex":0.0000026549496,"about_ca_system_score_gemma":0.0000015724629,"threshold_uncertainty_score":0.9993434},"labels":[],"label_agreement":null},{"id":"W7096071758","doi":"","title":"By","year":2008,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.05856016519430538,"score_gpt":0.1998967371929267,"score_spread":0.14133657199862132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096071758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108053565,0.00012736366,0.000021987906,0.0012588782,0.00007052494,0.000011291418,0.0000020802324,0.00008489197,0.8903694],"genre_scores_gemma":[0.8403836,0.000015521302,0.000046384008,0.00044235046,0.000054197943,0.0000014635567,0.0000112039,0.0000019532722,0.15904333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998291,0.000011512284,0.000039200888,0.000031538748,0.000046265905,0.00004235355],"domain_scores_gemma":[0.99981904,0.000012803032,0.00000861697,0.00011794826,0.000026529198,0.000015058038],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000480459,0.00001982121,0.000022238104,0.0000115554,0.00026107798,0.00014202503,0.00011289793,0.000007173983,0.0021619387],"category_scores_gemma":[0.000013730969,0.000015342448,0.000011067332,0.000005767015,0.000047509937,0.00048622332,0.000013221979,0.000051793504,0.00021707316],"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":[3.897909e-7,0.000013429927,0.00017703141,2.181898e-7,0.0000015733906,1.6766799e-7,0.005354839,2.5770046e-8,0.000031422376,0.21329352,0.780578,0.00054936943],"study_design_scores_gemma":[0.000035519803,0.000005795908,0.00012262978,4.390227e-7,4.4823346e-7,0.0000010156298,0.0002472285,0.00001050244,0.000040178275,0.00054440764,0.99896455,0.00002729075],"about_ca_topic_score_codex":0.0002608389,"about_ca_topic_score_gemma":0.00006727195,"teacher_disagreement_score":0.73233,"about_ca_system_score_codex":0.000003932399,"about_ca_system_score_gemma":0.000005184271,"threshold_uncertainty_score":0.9987502},"labels":[],"label_agreement":null},{"id":"W7096094876","doi":"","title":"By","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.11496572015781657,"score_gpt":0.23723062508606452,"score_spread":0.12226490492824794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096094876","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017725803,0.00015557157,0.000032366494,0.0025147288,0.00013480341,0.000011508798,0.0000019930476,0.00008121281,0.979342],"genre_scores_gemma":[0.86982965,0.0000012590558,0.00006365294,0.00048442223,0.00007411205,0.0000015234334,0.000014674283,0.0000020401903,0.12952866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998247,0.000015803831,0.000035871457,0.000028416836,0.00005619423,0.000038985792],"domain_scores_gemma":[0.9997778,0.000008518638,0.000008538549,0.00011576055,0.000054927445,0.000034460594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001511014,0.00001826479,0.000020313024,0.000010410546,0.000058588907,0.0004807261,0.00011886653,0.00000698071,0.00057658454],"category_scores_gemma":[0.000037755388,0.000013757569,0.0000070132082,0.000005427416,0.000022062539,0.0005596072,0.000017867867,0.000044255667,0.00027277163],"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":[4.3305113e-7,0.0000071983804,0.000040355517,1.16922884e-7,9.0691645e-7,2.359027e-8,0.004030328,4.299182e-8,0.0000045450033,0.2978453,0.69714326,0.0009274572],"study_design_scores_gemma":[0.000055679346,0.000009167873,0.000006569566,4.7136575e-7,6.683427e-7,1.2124539e-7,0.0015957002,0.00002425583,0.00001651783,0.004289325,0.993977,0.00002449717],"about_ca_topic_score_codex":0.00035956324,"about_ca_topic_score_gemma":0.00014679802,"teacher_disagreement_score":0.8521038,"about_ca_system_score_codex":0.0000073963406,"about_ca_system_score_gemma":0.000009057405,"threshold_uncertainty_score":0.63131964},"labels":[],"label_agreement":null},{"id":"W7096163238","doi":"","title":"by","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096163238","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7096196013","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096196013","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7096290522","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096290522","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7096311171","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Documentation; Statement (logic)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096311171","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096320362","doi":"","title":"Canadian Student Young Pugwash Publication","year":2007,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.030354140925305084,"score_gpt":0.2565255999411157,"score_spread":0.2261714590158106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096320362","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0740223,0.00005126997,0.00006147948,0.0061754473,0.00036369875,0.00007440368,0.000004158794,0.00010446563,0.9191428],"genre_scores_gemma":[0.9281683,0.0000036665772,0.00009453635,0.0010573594,0.00023375494,0.0000049217024,0.00006949923,0.0000065887352,0.0703614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993687,0.000022344999,0.00015601635,0.00009452015,0.00015222341,0.00020616139],"domain_scores_gemma":[0.9991871,0.000028287124,0.00003648473,0.00032106967,0.0002749117,0.00015216408],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009769583,0.000054500702,0.00004739688,0.00018812259,0.0004454569,0.0018719387,0.00037719682,0.000030291969,0.002334599],"category_scores_gemma":[0.000073813484,0.000048190414,0.000023805092,0.000045350826,0.000030497064,0.0012215592,0.000030596082,0.00014283496,0.00030927444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.611465e-7,0.000026725622,0.011183044,9.837682e-7,0.000008877171,6.8136757e-7,0.0138098085,1.3072494e-7,0.0000104022865,0.9160781,0.054311514,0.0045688036],"study_design_scores_gemma":[0.00007319148,0.00001033763,0.045718506,0.0000023551718,0.0000037057077,0.0000011961174,0.004405919,0.000012386947,0.000014584274,0.0008451638,0.9488262,0.00008644713],"about_ca_topic_score_codex":0.30318853,"about_ca_topic_score_gemma":0.95339245,"teacher_disagreement_score":0.9152329,"about_ca_system_score_codex":0.00013549185,"about_ca_system_score_gemma":0.000078467245,"threshold_uncertainty_score":0.9991642},"labels":[],"label_agreement":null},{"id":"W7096394574","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096394574","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7096407915","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096407915","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096481580","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096481580","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096505189","doi":"","title":"PERMISSION TO USE","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.07420411009536296,"score_gpt":0.2448673727890217,"score_spread":0.17066326269365875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096505189","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26043072,0.0000045633933,0.00047978823,0.004756455,0.00019103922,0.00003920346,0.00000105804,0.0001395719,0.7339576],"genre_scores_gemma":[0.90804744,6.876512e-7,0.0005102009,0.0016354367,0.00011384392,0.0000023497287,0.000005004999,0.0000037736686,0.089681275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972546,0.000037120866,0.000055560424,0.00005678753,0.00006392502,0.0000611459],"domain_scores_gemma":[0.99959606,0.000053246607,0.000009851416,0.00023400794,0.00005608208,0.00005075967],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018043022,0.000030582167,0.00003373003,0.000035679222,0.00019220091,0.0011239306,0.00015096668,0.000010692601,0.0011271356],"category_scores_gemma":[0.00021312454,0.000022302556,0.000014587327,0.000010788017,0.00001192934,0.00079948147,0.000041699666,0.000057425004,0.00036481],"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":[0.0000021707272,0.000014471957,0.00038419428,9.454024e-7,0.0000013847514,3.7058065e-8,0.007551426,0.0000012638852,0.0001313525,0.8865147,0.091192186,0.014205834],"study_design_scores_gemma":[0.000033659526,0.000019362873,0.0018514273,0.000004279679,0.0000010498901,1.302496e-7,0.00022205354,0.00017180742,0.000029337902,0.001091195,0.99653304,0.000042643856],"about_ca_topic_score_codex":0.000399128,"about_ca_topic_score_gemma":0.00034772386,"teacher_disagreement_score":0.90534085,"about_ca_system_score_codex":0.0000063574857,"about_ca_system_score_gemma":0.0000038095875,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W7096514699","doi":"","title":"PERMISSION TO USE","year":2008,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.17340156315418057,"score_gpt":0.2541031859040266,"score_spread":0.08070162274984602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096514699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6271119,0.00001213403,0.00004615731,0.0022244726,0.000115107774,0.00003519917,0.0000015393078,0.000110833025,0.37034264],"genre_scores_gemma":[0.84445375,0.000005903803,0.0004190361,0.0009842782,0.00007277902,0.0000024628137,0.0000051965685,0.000003534406,0.15405303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997248,0.000020021975,0.00005932962,0.00005649625,0.000075450866,0.000063881016],"domain_scores_gemma":[0.9996365,0.00002956662,0.00000919015,0.0002076822,0.00006452559,0.0000525354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006631827,0.000031938656,0.000034357916,0.000040665414,0.00038001133,0.00039443973,0.00014006362,0.000010886133,0.0014863922],"category_scores_gemma":[0.00009340664,0.000023838471,0.000017075463,0.000014905581,0.000023224975,0.0010260526,0.000039670325,0.0000643601,0.00035633697],"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":[0.000008255889,0.00006116907,0.003219318,0.0000014155708,0.0000048834595,0.0000029376658,0.06083644,0.0000024053165,0.00027937727,0.4035864,0.52806735,0.0039300616],"study_design_scores_gemma":[0.000037578302,0.000015617019,0.00611388,0.0000030176316,7.524425e-7,0.0000020398254,0.00034921456,0.000023997069,0.00003855428,0.00017021743,0.9931983,0.00004685089],"about_ca_topic_score_codex":0.00058896234,"about_ca_topic_score_gemma":0.00020406398,"teacher_disagreement_score":0.46513095,"about_ca_system_score_codex":0.000009075864,"about_ca_system_score_gemma":0.000010923011,"threshold_uncertainty_score":0.99942636},"labels":[],"label_agreement":null},{"id":"W7096525940","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096525940","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7096535412","doi":"","title":"i Permission To Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange)","score_opus":0.10096052724874752,"score_gpt":0.25332219793202165,"score_spread":0.15236167068327414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096535412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4631814,0.000011400698,0.0004695228,0.024622124,0.00027167783,0.000065074484,0.0000066941616,0.00020678523,0.5111653],"genre_scores_gemma":[0.7880372,0.0000027042452,0.0001995874,0.0006645106,0.000069302594,0.000002629584,0.0000010156936,0.0000032222144,0.21101983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999736,0.000021734157,0.000055454944,0.000058734608,0.0000626961,0.00006538472],"domain_scores_gemma":[0.99959064,0.000063641106,0.000009515261,0.00022371965,0.00006158351,0.00005087927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010317428,0.000029856292,0.000029097517,0.000035873596,0.00014047316,0.0006013995,0.00014649928,0.000010235608,0.0030480176],"category_scores_gemma":[0.00016757209,0.000014877936,0.000014896393,0.000009086841,0.000016563255,0.0012586608,0.000045332974,0.00002685547,0.00063366763],"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":[0.0000056388553,0.0000198147,0.00092753867,6.4742466e-7,0.0000027933095,2.4462184e-7,0.006220085,4.345387e-8,0.002168309,0.7588021,0.18147758,0.050375212],"study_design_scores_gemma":[0.000052473675,0.000015238426,0.0020673596,0.0000118996395,8.476026e-7,1.8645906e-7,0.00016676953,0.000001766648,0.00013675315,0.0009648331,0.9965395,0.000042376134],"about_ca_topic_score_codex":0.00019186667,"about_ca_topic_score_gemma":0.00025249674,"teacher_disagreement_score":0.8150619,"about_ca_system_score_codex":0.000012325853,"about_ca_system_score_gemma":0.000006846614,"threshold_uncertainty_score":0.99786335},"labels":[],"label_agreement":null},{"id":"W7096632798","doi":"","title":"First Supplement with Corrigenda","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliography; Scale (ratio); Annotated bibliography; Library classification","score_opus":0.03887960577000664,"score_gpt":0.2126163467460391,"score_spread":0.17373674097603248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096632798","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04394624,0.000054242137,0.0015514442,0.045848172,0.00035564727,0.00014059516,0.00004404295,0.00025456204,0.907805],"genre_scores_gemma":[0.921964,0.000008531893,0.00026783664,0.00022394097,0.00010070364,0.000010231872,0.000006754329,0.0000051661327,0.07741285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966043,0.000014059144,0.00006825545,0.000069659676,0.00009373624,0.00009387474],"domain_scores_gemma":[0.9995999,0.000042408872,0.000022736434,0.00024144194,0.00006393608,0.000029617746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001126339,0.000044472174,0.000040366587,0.000025103895,0.00024494322,0.0003486125,0.00017643474,0.000008326356,0.012673342],"category_scores_gemma":[0.000012099052,0.000020054515,0.0000130361705,0.000008738425,0.000058407404,0.0006396128,0.000029538043,0.000034112363,0.00021050916],"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":[0.000008618965,0.000026894424,0.0018382872,0.0000018811628,0.000010996925,4.779529e-7,0.003992781,1.660063e-7,0.000011794626,0.8488662,0.14265455,0.002587345],"study_design_scores_gemma":[0.0002132387,0.00005396951,0.00053200265,0.000013937456,0.0000030300412,6.5915106e-7,0.0005688893,0.0000041561175,0.000049251455,0.0010949214,0.9974065,0.000059445447],"about_ca_topic_score_codex":0.00037529698,"about_ca_topic_score_gemma":0.010853761,"teacher_disagreement_score":0.8780177,"about_ca_system_score_codex":0.000020116884,"about_ca_system_score_gemma":0.00001362063,"threshold_uncertainty_score":0.9882292},"labels":[],"label_agreement":null},{"id":"W7096695813","doi":"","title":"Permission To Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Order (exchange)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096695813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096739885","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096739885","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096786257","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096786257","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096851219","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096851219","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096855369","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096855369","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096890651","doi":"","title":"PERMISSION TO USE","year":2013,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Term (time)","score_opus":0.08113192276001627,"score_gpt":0.23876221914664839,"score_spread":0.15763029638663212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096890651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5255157,0.000008077491,0.00004243876,0.0071417396,0.0001285467,0.00008570809,9.384814e-7,0.000115679446,0.46696118],"genre_scores_gemma":[0.8393853,0.0000011310304,0.00047535848,0.0014586926,0.00006192615,0.000010772206,0.0000045499282,0.0000035658593,0.1585987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997354,0.000019919455,0.000059786427,0.00005416138,0.00006217551,0.000068542366],"domain_scores_gemma":[0.9995884,0.00003198533,0.000009292892,0.00021402318,0.00009674431,0.000059576854],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000064690495,0.00003188896,0.000031055144,0.00003677327,0.00017555128,0.0021154862,0.00015221839,0.000011009724,0.009340924],"category_scores_gemma":[0.00008881945,0.000022418984,0.000014328024,0.000012032756,0.00001235172,0.0019269728,0.000047339705,0.00005993146,0.002110659],"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":[0.0000011292749,0.00002761418,0.0007633645,0.0000012534498,0.0000030208096,9.846725e-8,0.0150323175,6.968407e-7,0.0004947405,0.38306576,0.58396333,0.016646666],"study_design_scores_gemma":[0.00002907946,0.000013864738,0.0065700007,0.000004221184,8.513247e-7,1.7169613e-7,0.00086165615,0.00007482946,0.000031865602,0.0012422553,0.9911214,0.000049781334],"about_ca_topic_score_codex":0.0027431794,"about_ca_topic_score_gemma":0.00025272195,"teacher_disagreement_score":0.40715808,"about_ca_system_score_codex":0.000008118185,"about_ca_system_score_gemma":0.000005273205,"threshold_uncertainty_score":0.99892044},"labels":[],"label_agreement":null},{"id":"W7096916836","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096916836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096931900","doi":"","title":"PERMISSION TO USE STATEMENT","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Statement (logic); Work (physics); Order (exchange); Principal (computer security)","score_opus":0.11302153165894009,"score_gpt":0.27202584051482487,"score_spread":0.1590043088558848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096931900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6415432,0.000016201255,0.0011236785,0.037475947,0.0003653747,0.00014111194,0.000017756756,0.00023139929,0.3190853],"genre_scores_gemma":[0.81783336,0.0000060918856,0.00029168322,0.0006494431,0.000050111998,0.0000053445706,0.0000022937115,0.000003761875,0.18115793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996477,0.000028798771,0.00008893572,0.00006794179,0.000087058645,0.0000795996],"domain_scores_gemma":[0.99957025,0.000053228032,0.000015377524,0.00023080267,0.000072112416,0.000058224792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016790397,0.000035726025,0.000033099277,0.00003835252,0.00014854083,0.0006492772,0.00014187463,0.000008360336,0.0035538855],"category_scores_gemma":[0.00010084318,0.000018069684,0.000014428466,0.000008882561,0.00001515904,0.0012684768,0.000056184752,0.000026334801,0.00047699158],"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":[0.000010647199,0.00004307997,0.00096613745,0.0000015116835,0.000006530315,4.1002164e-7,0.011372012,1.9730487e-7,0.0022707207,0.59968543,0.3270147,0.058628634],"study_design_scores_gemma":[0.00007707974,0.00002559598,0.0013607664,0.000014470203,0.0000011168518,9.3774396e-8,0.0003356427,0.0000025675697,0.00018030078,0.0007888066,0.9971656,0.000047940066],"about_ca_topic_score_codex":0.00027437898,"about_ca_topic_score_gemma":0.0003618939,"teacher_disagreement_score":0.67015094,"about_ca_system_score_codex":0.000025770925,"about_ca_system_score_gemma":0.000009719332,"threshold_uncertainty_score":0.997357},"labels":[],"label_agreement":null},{"id":"W7096967559","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096967559","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7096969533","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096969533","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7096977793","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Order (exchange)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096977793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7096985910","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Situated; Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096985910","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7097007957","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097007957","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7097031939","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097031939","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7097087640","doi":"","title":"PERMISSION TO USE STATEMENT","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Statement (logic); Work (physics); Order (exchange); Principal (computer security)","score_opus":0.11302153165894009,"score_gpt":0.27202584051482487,"score_spread":0.1590043088558848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097087640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6415432,0.000016201255,0.0011236785,0.037475947,0.0003653747,0.00014111194,0.000017756756,0.00023139929,0.3190853],"genre_scores_gemma":[0.81783336,0.0000060918856,0.00029168322,0.0006494431,0.000050111998,0.0000053445706,0.0000022937115,0.000003761875,0.18115793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996477,0.000028798771,0.00008893572,0.00006794179,0.000087058645,0.0000795996],"domain_scores_gemma":[0.99957025,0.000053228032,0.000015377524,0.00023080267,0.000072112416,0.000058224792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016790397,0.000035726025,0.000033099277,0.00003835252,0.00014854083,0.0006492772,0.00014187463,0.000008360336,0.0035538855],"category_scores_gemma":[0.00010084318,0.000018069684,0.000014428466,0.000008882561,0.00001515904,0.0012684768,0.000056184752,0.000026334801,0.00047699158],"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":[0.000010647199,0.00004307997,0.00096613745,0.0000015116835,0.000006530315,4.1002164e-7,0.011372012,1.9730487e-7,0.0022707207,0.59968543,0.3270147,0.058628634],"study_design_scores_gemma":[0.00007707974,0.00002559598,0.0013607664,0.000014470203,0.0000011168518,9.3774396e-8,0.0003356427,0.0000025675697,0.00018030078,0.0007888066,0.9971656,0.000047940066],"about_ca_topic_score_codex":0.00027437898,"about_ca_topic_score_gemma":0.0003618939,"teacher_disagreement_score":0.67015094,"about_ca_system_score_codex":0.000025770925,"about_ca_system_score_gemma":0.000009719332,"threshold_uncertainty_score":0.997357},"labels":[],"label_agreement":null},{"id":"W7097228594","doi":"","title":"PERMISSION TO USE","year":2003,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.1052254785779885,"score_gpt":0.2571833894667602,"score_spread":0.15195791088877172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097228594","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19377385,0.000015841992,0.000099132754,0.0012396342,0.00016946338,0.000041635212,0.0000011370098,0.00008257862,0.80457675],"genre_scores_gemma":[0.8610975,0.0000016971308,0.00070359104,0.0009371808,0.000026497572,0.000002742549,0.000002628743,0.0000036967629,0.13722445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971294,0.000043168257,0.000057271816,0.00005697772,0.000062565916,0.0000670912],"domain_scores_gemma":[0.99963915,0.00003362677,0.000008875932,0.00020943944,0.000057438025,0.00005146271],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015166763,0.000032093376,0.00003141336,0.000036451085,0.00020392038,0.0010320887,0.000102172,0.000010986091,0.0028284155],"category_scores_gemma":[0.0002522761,0.000024009898,0.000015304047,0.00001560521,0.000011091237,0.0008577777,0.000015879026,0.000060622308,0.00028497266],"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":[9.623336e-7,0.000015719412,0.0003607836,5.0493855e-7,0.0000013670222,1.4762209e-7,0.0061163586,6.4033486e-7,0.000085832624,0.9365534,0.055701245,0.0011630038],"study_design_scores_gemma":[0.00003512025,0.000011825167,0.0005482159,0.0000031364955,0.0000010788802,3.7984705e-7,0.00071393227,0.0000068015975,0.000090346046,0.0011774445,0.99736714,0.000044577897],"about_ca_topic_score_codex":0.00019454095,"about_ca_topic_score_gemma":0.0002231304,"teacher_disagreement_score":0.9416659,"about_ca_system_score_codex":0.000009451968,"about_ca_system_score_gemma":0.000010146673,"threshold_uncertainty_score":0.9980831},"labels":[],"label_agreement":null},{"id":"W7097270502","doi":"","title":"PERMISSION TO USE","year":2005,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.09325798301065151,"score_gpt":0.2643489600062363,"score_spread":0.1710909769955848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097270502","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35013828,0.000022128108,0.000075088254,0.016225008,0.000109376386,0.00005003621,0.000002234952,0.00015653713,0.6332213],"genre_scores_gemma":[0.83959323,0.0000020994435,0.0011392904,0.0020768957,0.00018551666,0.0000025012482,0.000004719548,0.0000035713474,0.15699218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973094,0.000017743107,0.00006275611,0.00005551917,0.0000669208,0.00006611995],"domain_scores_gemma":[0.99965733,0.000026610778,0.000009210725,0.00020196463,0.00005340272,0.000051503124],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010339178,0.000031693293,0.000030454525,0.000039704788,0.00018727707,0.0010835669,0.00014618401,0.000010872051,0.002853371],"category_scores_gemma":[0.00007389909,0.000023707633,0.000015681626,0.000011857585,0.000010790355,0.0014468055,0.000039880346,0.00006373171,0.0006774012],"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":[0.000004765845,0.000046070552,0.00034499945,8.999504e-7,0.000003172124,1.5622211e-7,0.024166454,0.000008215063,0.00023669432,0.6108745,0.30927914,0.055034954],"study_design_scores_gemma":[0.00003492896,0.000010049051,0.0009894598,0.0000034417649,0.0000010456939,2.370426e-7,0.0003585344,0.000106889835,0.000056818448,0.0001509546,0.9982442,0.00004343077],"about_ca_topic_score_codex":0.0002588126,"about_ca_topic_score_gemma":0.00088006136,"teacher_disagreement_score":0.6889651,"about_ca_system_score_codex":0.000014482114,"about_ca_system_score_gemma":0.000006637057,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W7097295691","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097295691","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7097392276","doi":"","title":"PERMISSION TO USE STATEMENT","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Statement (logic); Work (physics); Order (exchange); Principal (computer security)","score_opus":0.30025738070658964,"score_gpt":0.30995086805041466,"score_spread":0.009693487343825025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097392276","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44089034,0.000028283932,0.00023951742,0.009429375,0.00039250232,0.00011232748,0.0000060096772,0.00017239655,0.54872924],"genre_scores_gemma":[0.88964784,0.0000015040947,0.00075031165,0.0009923598,0.00006789672,0.0000051977563,0.000013466263,0.0000042439565,0.10851716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961966,0.00003508382,0.00008848709,0.000060457736,0.00012320915,0.00007307502],"domain_scores_gemma":[0.9994898,0.000018417355,0.000014946028,0.00021419217,0.00014149818,0.00012115957],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002945999,0.000035824905,0.0000362376,0.00003974148,0.000109594446,0.0012115816,0.00014356014,0.000008742295,0.000598325],"category_scores_gemma":[0.00013734044,0.000025959955,0.000011243574,0.000013509198,0.000011114552,0.0011849627,0.00006489577,0.000053219403,0.00033997025],"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":[0.000009822441,0.000044354572,0.0005375992,0.0000011263589,0.0000041687354,4.8686434e-7,0.04680025,0.000007776241,0.000038796115,0.26814884,0.679654,0.004752782],"study_design_scores_gemma":[0.000080813974,0.000038825365,0.0003205502,0.0000041428084,0.0000013955532,1.504736e-7,0.0032815952,0.00006094542,0.000025559124,0.0008608972,0.9952772,0.000047898026],"about_ca_topic_score_codex":0.0010257424,"about_ca_topic_score_gemma":0.00055540836,"teacher_disagreement_score":0.4487575,"about_ca_system_score_codex":0.000032842476,"about_ca_system_score_gemma":0.000024337325,"threshold_uncertainty_score":0.99982524},"labels":[],"label_agreement":null},{"id":"W7097430908","doi":"","title":"SCHOOL OF HEALTH AND HUMAN PERFORMANCE The undersigned hereby certify that they have read and recommend to the Faculty of","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Acknowledgement; Work (physics)","score_opus":0.1940415958491571,"score_gpt":0.3182423418619496,"score_spread":0.12420074601279252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097430908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9277146,0.00084614253,0.000008070329,0.018410513,0.0000463341,0.00022178776,0.000017088722,0.000015849255,0.052719608],"genre_scores_gemma":[0.9961926,0.00008248863,0.000047951686,0.0008576515,0.000040432027,0.000006690128,0.000013648834,0.0000056868753,0.0027528466],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992885,0.00018945537,0.0001889198,0.00007082972,0.00012170953,0.00014057518],"domain_scores_gemma":[0.9992833,0.000107834785,0.00013532,0.00034343996,0.00006087019,0.000069238966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012659425,0.00007196412,0.00012436023,0.000034530378,0.0006623269,0.0002489654,0.00025378112,0.000022711163,0.00017313832],"category_scores_gemma":[0.000048036178,0.000035208428,0.000020381252,0.000014622638,0.00011472599,0.00058595825,0.00012340766,0.00015863823,0.0000037138004],"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":[0.000070618036,0.00022467144,0.2561796,0.00016667382,0.00013102453,2.4111829e-8,0.41002414,0.0000025837453,0.00018134702,0.22136375,0.07576352,0.035892062],"study_design_scores_gemma":[0.00054262206,0.00040846213,0.24774258,0.00012812416,0.000027969672,0.0000025267761,0.1555355,0.000045515633,0.0002350433,0.0015271984,0.5935933,0.00021117632],"about_ca_topic_score_codex":0.00286162,"about_ca_topic_score_gemma":0.0023127133,"teacher_disagreement_score":0.5178298,"about_ca_system_score_codex":0.000017111697,"about_ca_system_score_gemma":0.000019614341,"threshold_uncertainty_score":0.509415},"labels":[],"label_agreement":null},{"id":"W7097462874","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097462874","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7097549971","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Documentation","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097549971","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7097663525","doi":"","title":"PERMISSION TO USE STATEMENT","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Statement (logic); Work (physics); Order (exchange); Principal (computer security)","score_opus":0.30025738070658964,"score_gpt":0.30995086805041466,"score_spread":0.009693487343825025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097663525","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44089034,0.000028283932,0.00023951742,0.009429375,0.00039250232,0.00011232748,0.0000060096772,0.00017239655,0.54872924],"genre_scores_gemma":[0.88964784,0.0000015040947,0.00075031165,0.0009923598,0.00006789672,0.0000051977563,0.000013466263,0.0000042439565,0.10851716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961966,0.00003508382,0.00008848709,0.000060457736,0.00012320915,0.00007307502],"domain_scores_gemma":[0.9994898,0.000018417355,0.000014946028,0.00021419217,0.00014149818,0.00012115957],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002945999,0.000035824905,0.0000362376,0.00003974148,0.000109594446,0.0012115816,0.00014356014,0.000008742295,0.000598325],"category_scores_gemma":[0.00013734044,0.000025959955,0.000011243574,0.000013509198,0.000011114552,0.0011849627,0.00006489577,0.000053219403,0.00033997025],"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":[0.000009822441,0.000044354572,0.0005375992,0.0000011263589,0.0000041687354,4.8686434e-7,0.04680025,0.000007776241,0.000038796115,0.26814884,0.679654,0.004752782],"study_design_scores_gemma":[0.000080813974,0.000038825365,0.0003205502,0.0000041428084,0.0000013955532,1.504736e-7,0.0032815952,0.00006094542,0.000025559124,0.0008608972,0.9952772,0.000047898026],"about_ca_topic_score_codex":0.0010257424,"about_ca_topic_score_gemma":0.00055540836,"teacher_disagreement_score":0.4487575,"about_ca_system_score_codex":0.000032842476,"about_ca_system_score_gemma":0.000024337325,"threshold_uncertainty_score":0.99982524},"labels":[],"label_agreement":null},{"id":"W7097698720","doi":"","title":"PLEASE RESPECT COPYRIGHT","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Possession (linguistics); Publishing; Investment (military); Payment; Electronic publishing; Fair dealing; Production (economics)","score_opus":0.04639400520974989,"score_gpt":0.23154080903091404,"score_spread":0.18514680382116414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097698720","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03927738,0.000071195114,0.000102899015,0.011673363,0.00019903948,0.00003243105,0.000007322084,0.00016756116,0.9484688],"genre_scores_gemma":[0.8276687,0.000009612793,0.000062324805,0.00033146885,0.00019221113,0.0000035622434,0.0000023186726,0.0000043234404,0.17172544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996341,0.00004140124,0.00008074505,0.00007301783,0.00008355619,0.00008718348],"domain_scores_gemma":[0.99948835,0.00008839353,0.000021735574,0.00029995266,0.00006453909,0.000037009228],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001870794,0.000040964514,0.00004308327,0.000039293645,0.00019974654,0.0004471748,0.00022583615,0.000013729162,0.012492378],"category_scores_gemma":[0.000095446885,0.000020508973,0.000025602887,0.00001058574,0.00007316959,0.0009434726,0.000034387725,0.000047950787,0.00093038013],"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":[0.0000051264956,0.000014042994,0.00010663202,5.61934e-7,0.000003908233,4.880015e-7,0.0013909143,6.3123924e-9,0.00016916406,0.83171237,0.1611174,0.005479404],"study_design_scores_gemma":[0.00015120023,0.000016401233,0.00028948655,0.000008759369,0.0000021415567,4.385268e-7,0.00017200432,0.00000350195,0.00020782973,0.012513804,0.9865776,0.000056841982],"about_ca_topic_score_codex":0.00015769107,"about_ca_topic_score_gemma":0.0006207278,"teacher_disagreement_score":0.8254602,"about_ca_system_score_codex":0.000017990054,"about_ca_system_score_gemma":0.0000148435665,"threshold_uncertainty_score":0.99984753},"labels":[],"label_agreement":null},{"id":"W7097750027","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097750027","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7097750129","doi":"","title":"by","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Term (time); Head (geology)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097750129","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7097882750","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097882750","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7097923125","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Documentation; Preprint","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097923125","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7097950615","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097950615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7097976025","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097976025","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7097990348","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097990348","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7098022054","doi":"","title":"PERMISSION TO USE STATEMENT","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Statement (logic); Work (physics); Order (exchange); USable","score_opus":0.11302153165894009,"score_gpt":0.27202584051482487,"score_spread":0.1590043088558848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098022054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6415432,0.000016201255,0.0011236785,0.037475947,0.0003653747,0.00014111194,0.000017756756,0.00023139929,0.3190853],"genre_scores_gemma":[0.81783336,0.0000060918856,0.00029168322,0.0006494431,0.000050111998,0.0000053445706,0.0000022937115,0.000003761875,0.18115793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996477,0.000028798771,0.00008893572,0.00006794179,0.000087058645,0.0000795996],"domain_scores_gemma":[0.99957025,0.000053228032,0.000015377524,0.00023080267,0.000072112416,0.000058224792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016790397,0.000035726025,0.000033099277,0.00003835252,0.00014854083,0.0006492772,0.00014187463,0.000008360336,0.0035538855],"category_scores_gemma":[0.00010084318,0.000018069684,0.000014428466,0.000008882561,0.00001515904,0.0012684768,0.000056184752,0.000026334801,0.00047699158],"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":[0.000010647199,0.00004307997,0.00096613745,0.0000015116835,0.000006530315,4.1002164e-7,0.011372012,1.9730487e-7,0.0022707207,0.59968543,0.3270147,0.058628634],"study_design_scores_gemma":[0.00007707974,0.00002559598,0.0013607664,0.000014470203,0.0000011168518,9.3774396e-8,0.0003356427,0.0000025675697,0.00018030078,0.0007888066,0.9971656,0.000047940066],"about_ca_topic_score_codex":0.00027437898,"about_ca_topic_score_gemma":0.0003618939,"teacher_disagreement_score":0.67015094,"about_ca_system_score_codex":0.000025770925,"about_ca_system_score_gemma":0.000009719332,"threshold_uncertainty_score":0.997357},"labels":[],"label_agreement":null},{"id":"W7098043357","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098043357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7098071919","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098071919","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7098125978","doi":"","title":"Permission To Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098125978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7098126306","doi":"","title":"SCÉES International Development and Research Capacities: Increasing Access to African Scholarly Publishing","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Promotion (chess); Scholarly communication; OpenAccess; Electronic publishing; Circulation (fluid dynamics); Information and Communications Technology; International development","score_opus":0.19477996007394022,"score_gpt":0.34021271119194324,"score_spread":0.14543275111800302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098126306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5124141,0.000031508567,0.00024128697,0.011964429,0.00021407928,0.00008326282,0.0000026801795,0.000084554726,0.47496408],"genre_scores_gemma":[0.9892407,0.000004754449,0.003876664,0.0012336187,0.0004228244,0.000034542198,0.000029065832,0.000014579664,0.0051432448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981562,0.00041042254,0.00025362804,0.00025283633,0.00063901045,0.0002878985],"domain_scores_gemma":[0.9977176,0.00055754854,0.000052624542,0.00032456077,0.0011674622,0.00018016777],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006607862,0.00010135272,0.0001103976,0.00061406783,0.0012914375,0.07922506,0.0013650397,0.000050957566,0.0003607569],"category_scores_gemma":[0.005418739,0.00008884037,0.000017380564,0.0001232767,0.00019952434,0.028598981,0.0008610184,0.0006543748,0.000040352563],"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":[0.00003617782,0.000054000106,0.006266185,0.000016415574,0.00004143897,6.548354e-7,0.15680876,0.0000019191366,0.00011691582,0.72600174,0.022534447,0.08812133],"study_design_scores_gemma":[0.00015813677,0.000024801928,0.0083593475,0.00006766255,0.0000020803147,0.0000023069904,0.01781076,0.00013875957,0.0001357683,0.0050230967,0.9681181,0.00015920898],"about_ca_topic_score_codex":0.004407936,"about_ca_topic_score_gemma":0.003096702,"teacher_disagreement_score":0.94558364,"about_ca_system_score_codex":0.0001380054,"about_ca_system_score_gemma":0.00009460252,"threshold_uncertainty_score":0.9932824},"labels":[],"label_agreement":null},{"id":"W7098139572","doi":"","title":"By","year":2009,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Documentation; Term (time)","score_opus":0.02294774058218256,"score_gpt":0.21380154786668376,"score_spread":0.1908538072845012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098139572","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01683991,0.00012272852,0.00002904792,0.00729398,0.00004908611,0.000012086802,0.0000013604674,0.00009257555,0.97555923],"genre_scores_gemma":[0.91938853,0.000004165057,0.000051564577,0.0018796421,0.000058486796,4.196382e-7,0.0000111307545,9.864268e-7,0.07860508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983966,0.000009700125,0.000037840746,0.000030641597,0.000039312054,0.00004286949],"domain_scores_gemma":[0.9998342,0.0000076178126,0.000008337983,0.00011426964,0.000021320564,0.000014244349],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006844638,0.000019691799,0.000020864429,0.000011346295,0.00011380951,0.00049078756,0.00011579737,0.0000071450377,0.0013225991],"category_scores_gemma":[0.000011770235,0.000015081533,0.00001017706,0.0000056310437,0.000012308638,0.00050085626,0.0000046708915,0.000049498685,0.000108353226],"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":[3.4497967e-7,0.00001275758,0.0000068875306,7.652725e-8,5.6173235e-7,2.5210396e-8,0.0014493517,1.9163494e-8,0.000068490015,0.5634006,0.42507732,0.00998355],"study_design_scores_gemma":[0.000032542754,0.000016596483,0.00011419486,7.21381e-7,6.7066844e-7,1.0106178e-7,0.00022775774,0.000013593924,0.000043329237,0.008641008,0.9908819,0.000027566488],"about_ca_topic_score_codex":0.00005562836,"about_ca_topic_score_gemma":0.000031633328,"teacher_disagreement_score":0.9025486,"about_ca_system_score_codex":0.0000038174144,"about_ca_system_score_gemma":0.0000025451234,"threshold_uncertainty_score":0.99959034},"labels":[],"label_agreement":null},{"id":"W7098141146","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098141146","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7099220975","doi":"","title":"TRANSLATORS USUALLY DO WITH WORDS","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Work (physics); Field (mathematics); Exhibition","score_opus":0.025217882158314373,"score_gpt":0.20764719385067984,"score_spread":0.18242931169236548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099220975","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27442095,0.00008368223,0.0005512407,0.004979727,0.00009758475,0.000046126555,0.000005182668,0.00014556065,0.71966994],"genre_scores_gemma":[0.9590324,0.000009601468,0.00014909424,0.00018013243,0.00009965718,0.0000053176796,0.0000016038364,0.000007806436,0.04051437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996011,0.000028451665,0.00007811799,0.00008206137,0.00011157245,0.00009870013],"domain_scores_gemma":[0.9995796,0.000050010723,0.000021341857,0.000253407,0.00005969591,0.000035924368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016179199,0.000055077933,0.00005391335,0.000040391165,0.0001565686,0.00054969057,0.00021252385,0.000017263124,0.0026848633],"category_scores_gemma":[0.000012112042,0.000025375643,0.00002084179,0.00001720037,0.00008744039,0.0010805579,0.000011528867,0.000060373743,0.00007409591],"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":[0.000016895327,0.000029585597,0.0015007004,0.0000018631878,0.000018245491,5.6755914e-7,0.013264271,9.8239624e-8,0.00006145457,0.9361564,0.006010076,0.042939868],"study_design_scores_gemma":[0.00039302092,0.00007898329,0.0013605123,0.000036292957,0.0000076156057,0.0000012130358,0.0013104002,0.000002121952,0.000083239815,0.0041508963,0.9924452,0.00013055997],"about_ca_topic_score_codex":0.00008602474,"about_ca_topic_score_gemma":0.0011261988,"teacher_disagreement_score":0.98643506,"about_ca_system_score_codex":0.000010153864,"about_ca_system_score_gemma":0.000021401369,"threshold_uncertainty_score":0.9982268},"labels":[],"label_agreement":null},{"id":"W7099222120","doi":"","title":"PERMISSION TO USE","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.07420411009536296,"score_gpt":0.2448673727890217,"score_spread":0.17066326269365875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099222120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26043072,0.0000045633933,0.00047978823,0.004756455,0.00019103922,0.00003920346,0.00000105804,0.0001395719,0.7339576],"genre_scores_gemma":[0.90804744,6.876512e-7,0.0005102009,0.0016354367,0.00011384392,0.0000023497287,0.000005004999,0.0000037736686,0.089681275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972546,0.000037120866,0.000055560424,0.00005678753,0.00006392502,0.0000611459],"domain_scores_gemma":[0.99959606,0.000053246607,0.000009851416,0.00023400794,0.00005608208,0.00005075967],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018043022,0.000030582167,0.00003373003,0.000035679222,0.00019220091,0.0011239306,0.00015096668,0.000010692601,0.0011271356],"category_scores_gemma":[0.00021312454,0.000022302556,0.000014587327,0.000010788017,0.00001192934,0.00079948147,0.000041699666,0.000057425004,0.00036481],"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":[0.0000021707272,0.000014471957,0.00038419428,9.454024e-7,0.0000013847514,3.7058065e-8,0.007551426,0.0000012638852,0.0001313525,0.8865147,0.091192186,0.014205834],"study_design_scores_gemma":[0.000033659526,0.000019362873,0.0018514273,0.000004279679,0.0000010498901,1.302496e-7,0.00022205354,0.00017180742,0.000029337902,0.001091195,0.99653304,0.000042643856],"about_ca_topic_score_codex":0.000399128,"about_ca_topic_score_gemma":0.00034772386,"teacher_disagreement_score":0.90534085,"about_ca_system_score_codex":0.0000063574857,"about_ca_system_score_gemma":0.0000038095875,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W7099232395","doi":"","title":"Permission To Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); The arts; Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099232395","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7099243057","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099243057","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7099304759","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099304759","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7099595304","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099595304","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7099772484","doi":"","title":"By","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Term (time)","score_opus":0.11496572015781657,"score_gpt":0.23723062508606452,"score_spread":0.12226490492824794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099772484","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017725803,0.00015557157,0.000032366494,0.0025147288,0.00013480341,0.000011508798,0.0000019930476,0.00008121281,0.979342],"genre_scores_gemma":[0.86982965,0.0000012590558,0.00006365294,0.00048442223,0.00007411205,0.0000015234334,0.000014674283,0.0000020401903,0.12952866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998247,0.000015803831,0.000035871457,0.000028416836,0.00005619423,0.000038985792],"domain_scores_gemma":[0.9997778,0.000008518638,0.000008538549,0.00011576055,0.000054927445,0.000034460594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001511014,0.00001826479,0.000020313024,0.000010410546,0.000058588907,0.0004807261,0.00011886653,0.00000698071,0.00057658454],"category_scores_gemma":[0.000037755388,0.000013757569,0.0000070132082,0.000005427416,0.000022062539,0.0005596072,0.000017867867,0.000044255667,0.00027277163],"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":[4.3305113e-7,0.0000071983804,0.000040355517,1.16922884e-7,9.0691645e-7,2.359027e-8,0.004030328,4.299182e-8,0.0000045450033,0.2978453,0.69714326,0.0009274572],"study_design_scores_gemma":[0.000055679346,0.000009167873,0.000006569566,4.7136575e-7,6.683427e-7,1.2124539e-7,0.0015957002,0.00002425583,0.00001651783,0.004289325,0.993977,0.00002449717],"about_ca_topic_score_codex":0.00035956324,"about_ca_topic_score_gemma":0.00014679802,"teacher_disagreement_score":0.8521038,"about_ca_system_score_codex":0.0000073963406,"about_ca_system_score_gemma":0.000009057405,"threshold_uncertainty_score":0.63131964},"labels":[],"label_agreement":null},{"id":"W7099773659","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099773659","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7099944512","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099944512","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100116457","doi":"","title":"I PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.27676465980163806,"score_gpt":0.2901015661416827,"score_spread":0.01333690634004464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100116457","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29027846,0.000019139137,0.00008602476,0.00535228,0.00027367045,0.000047752186,0.0000019926606,0.00014149443,0.7037992],"genre_scores_gemma":[0.87199104,6.1640577e-7,0.00053653243,0.0010333046,0.00009496878,0.0000025385132,0.000006502953,0.0000036348974,0.12633084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997161,0.000026754285,0.00005515749,0.00005193698,0.00009031239,0.00005976079],"domain_scores_gemma":[0.999528,0.000020812502,0.000009234851,0.00020675523,0.00012506402,0.000110152774],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00018633656,0.000029942228,0.000032002008,0.000037244317,0.00010205235,0.0011609411,0.00014832552,0.000010726934,0.0004669722],"category_scores_gemma":[0.00023176527,0.000021790713,0.000011462603,0.000014111078,0.000011940829,0.001171528,0.000052760603,0.000056364745,0.0004454796],"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":[0.0000065585996,0.000025839567,0.0006309954,6.0051633e-7,0.0000022018205,3.7080162e-7,0.03509321,0.0000026306802,0.00003757837,0.43291095,0.526775,0.004514036],"study_design_scores_gemma":[0.0000550542,0.000023567183,0.00044840763,0.0000031845198,0.0000010681198,3.0592545e-7,0.001839866,0.000049491337,0.000017423221,0.0010550469,0.9964644,0.00004222372],"about_ca_topic_score_codex":0.00077079504,"about_ca_topic_score_gemma":0.00039499995,"teacher_disagreement_score":0.5817126,"about_ca_system_score_codex":0.000015902226,"about_ca_system_score_gemma":0.000018034161,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W7100133309","doi":"","title":"by","year":2007,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology); Degree (music); Presentation (obstetrics)","score_opus":0.026218163558469287,"score_gpt":0.22852701289647329,"score_spread":0.202308849338004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100133309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040465865,0.00009847652,0.00032238578,0.000870512,0.00010755309,0.000012236022,0.0000012367427,0.0000790209,0.95804274],"genre_scores_gemma":[0.9046717,0.0000019562056,0.00008604874,0.00055863836,0.00008471961,3.8009858e-7,0.000010141579,0.0000021110668,0.0945843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980307,0.0000061032215,0.000051309664,0.00003062449,0.000047716967,0.00006119635],"domain_scores_gemma":[0.99980366,0.00002819708,0.000010267074,0.00010982351,0.000028610624,0.00001941361],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031562964,0.000019425826,0.00001912078,0.00001734392,0.00012438724,0.0003280256,0.0001119155,0.000008862185,0.001650681],"category_scores_gemma":[0.00001820936,0.000015146297,0.000009901364,0.0000071683544,0.000025086501,0.00040995362,0.000012942828,0.00005726697,0.00013421018],"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":[9.571252e-7,0.000013024265,0.00011443831,3.27374e-7,0.0000016592516,9.112052e-8,0.0030567655,8.124335e-9,0.000107650594,0.66421795,0.32464722,0.0078398865],"study_design_scores_gemma":[0.00003162108,0.000005557125,0.00014197937,6.083934e-7,6.308094e-7,1.3184837e-7,0.0008873011,0.0000031444977,0.00014993013,0.0014058127,0.99734664,0.000026634933],"about_ca_topic_score_codex":0.00023343351,"about_ca_topic_score_gemma":0.00055745617,"teacher_disagreement_score":0.86420584,"about_ca_system_score_codex":0.000005909513,"about_ca_system_score_gemma":0.0000024195685,"threshold_uncertainty_score":0.9992619},"labels":[],"label_agreement":null},{"id":"W7100140968","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Order (exchange); Head (geology)","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100140968","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7100237414","doi":"","title":"By","year":2011,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Permission; Copying; Head (geology); Term (time)","score_opus":0.11077868886113182,"score_gpt":0.1955640761558207,"score_spread":0.08478538729468887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100237414","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019248677,0.00006267081,0.000030482895,0.00022023924,0.00008132184,0.000011070945,0.0000017037221,0.0000759396,0.9802679],"genre_scores_gemma":[0.91815794,0.0000030817014,0.00014006968,0.00032945845,0.000030387175,0.0000018631608,0.000005970944,0.0000021749677,0.08132904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998494,0.000011399489,0.00003772058,0.000030305548,0.00003033431,0.00004086154],"domain_scores_gemma":[0.99982136,0.0000059191066,0.000009439422,0.00012517664,0.000023541133,0.00001455434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007411534,0.000019077048,0.000018951208,0.000011189229,0.0000959008,0.00017698063,0.0001354103,0.0000072275566,0.008634967],"category_scores_gemma":[0.000009296868,0.000014402823,0.000009702112,0.000004427528,0.000027524458,0.00051110476,0.000015527903,0.00004469865,0.00024452005],"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":[6.511032e-7,0.000018040166,0.000114717535,2.767935e-7,0.000001984611,4.088536e-8,0.0142173115,6.7447153e-10,0.000016584245,0.7327982,0.25097567,0.0018565179],"study_design_scores_gemma":[0.000029299603,0.000009835807,0.00014464276,6.838373e-7,0.0000011156415,1.0665177e-7,0.00094736315,0.0000041412,0.00012574544,0.0057280897,0.99297786,0.000031096115],"about_ca_topic_score_codex":0.00068282883,"about_ca_topic_score_gemma":0.00018024373,"teacher_disagreement_score":0.89893883,"about_ca_system_score_codex":0.0000025762158,"about_ca_system_score_gemma":0.0000025739864,"threshold_uncertainty_score":0.9922713},"labels":[],"label_agreement":null},{"id":"W7100271765","doi":"","title":"By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100271765","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7100454801","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100454801","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100491368","doi":"","title":"PERMISSION TO USE","year":2012,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.14352155926111804,"score_gpt":0.27612036145089064,"score_spread":0.1325988021897726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100491368","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47203982,0.000042893607,0.000064054126,0.0022424774,0.00034151002,0.000043436576,0.0000018386093,0.00011106366,0.52511287],"genre_scores_gemma":[0.91394025,0.0000014767984,0.0004344625,0.0010114159,0.00020963099,0.0000030088052,0.000005368179,0.0000038388494,0.08439055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999725,0.000024350351,0.000051966716,0.000034323697,0.00006350671,0.00010085522],"domain_scores_gemma":[0.9996427,0.00003236689,0.000009091324,0.00018785869,0.00004032118,0.000087619876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017079414,0.000030447989,0.000029242457,0.000034425986,0.00018096417,0.00068818923,0.00011359139,0.000011019627,0.0021770133],"category_scores_gemma":[0.00009923868,0.000022007636,0.000014547098,0.000011914588,0.000010174,0.002204445,0.000045477307,0.00005890974,0.00054471736],"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":[0.0000028626907,0.000051187344,0.005862963,0.0000011466284,0.000002845414,4.371652e-8,0.03671059,2.2143894e-7,0.00018606485,0.7865576,0.16401842,0.006606059],"study_design_scores_gemma":[0.000022502554,0.000007087628,0.0080544595,0.0000029344797,0.0000014409318,2.6379615e-7,0.000759164,0.000006470243,0.000044102886,0.00012169509,0.9909371,0.000042766038],"about_ca_topic_score_codex":0.00031800097,"about_ca_topic_score_gemma":0.000090103844,"teacher_disagreement_score":0.8269187,"about_ca_system_score_codex":0.000010121668,"about_ca_system_score_gemma":0.000003870188,"threshold_uncertainty_score":0.99873513},"labels":[],"label_agreement":null},{"id":"W7100531380","doi":"","title":"Permission to Use","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100531380","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100592313","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100592313","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100593261","doi":"","title":"proteges &amp;quot; (2010). Electronic Theses and Dissertations. Paper 4651. EXAMINING MENTORING RELATIONSHIPS WITHIN THE SPORT MANAGEMENT ACADEMY: PERSPECTIVES OF MENTORS AND PROTÉGÉS","year":2010,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Windsor; Permission; Records management; Qualitative research; Legislation; Electronic mail","score_opus":0.058090627776502625,"score_gpt":0.26593549326581023,"score_spread":0.2078448654893076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100593261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95851827,0.0005576029,0.000010277045,0.0020445895,0.00006822182,0.0006166739,0.0000015245499,0.000068554466,0.038114276],"genre_scores_gemma":[0.9831923,0.00013181445,0.0005887625,0.000030920033,0.000063174215,0.00018121095,0.000007219912,0.000013896527,0.015790649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99909043,0.00008266462,0.0002497424,0.00020483625,0.00019794148,0.00017438097],"domain_scores_gemma":[0.99930114,0.00013769996,0.00016073,0.00028172205,0.00007497275,0.000043740474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014034079,0.00012534649,0.000117898206,0.00010135979,0.0008597901,0.0006104054,0.00023497906,0.000051026713,0.000120186254],"category_scores_gemma":[0.00013583698,0.00008090352,0.000020108697,0.000053825916,0.00024169522,0.0013021625,0.00008977654,0.0006598294,0.000002126461],"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":[0.000010676301,0.00003533874,0.015090009,0.000020688238,0.000059493013,5.8702245e-8,0.1269217,0.0000010455416,0.0006588691,0.85647523,0.000062988736,0.0006639148],"study_design_scores_gemma":[0.0006302509,0.00013696573,0.37146014,0.00014040426,0.00019327547,0.0000075751277,0.4994597,0.00013560278,0.00060124445,0.04411619,0.08260414,0.0005144923],"about_ca_topic_score_codex":0.00021982013,"about_ca_topic_score_gemma":0.002509015,"teacher_disagreement_score":0.81235904,"about_ca_system_score_codex":0.000021346144,"about_ca_system_score_gemma":0.000023429862,"threshold_uncertainty_score":0.6612897},"labels":[],"label_agreement":null},{"id":"W7100652300","doi":"","title":"by","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Permission; Copying; Head (geology); Term (time); Presentation (obstetrics)","score_opus":0.026221049674848868,"score_gpt":0.19710067781544502,"score_spread":0.17087962814059615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100652300","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022780018,0.00006410972,0.00016360341,0.010580231,0.00009878332,0.000012112998,0.000005850112,0.00009256448,0.96620274],"genre_scores_gemma":[0.77633256,0.0000065522677,0.000020357269,0.00028666048,0.000050572235,0.000001550643,0.0000017653905,0.0000017442999,0.22329822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998383,0.000012497081,0.000036097783,0.00003266963,0.000037282185,0.000043144748],"domain_scores_gemma":[0.99979526,0.000030165476,0.000008830326,0.0001266389,0.000024759878,0.00001435084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007767211,0.000018207644,0.000018255145,0.000009977142,0.00008391147,0.00022782022,0.00011723074,0.0000066235784,0.0047938577],"category_scores_gemma":[0.00002624115,0.000008933501,0.00000941387,0.000003314024,0.000031985906,0.00060697325,0.000015052989,0.00001910287,0.00040092084],"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":[3.857299e-7,0.000005655955,0.00006677908,1.3511789e-7,0.0000012594912,1.5620463e-8,0.0005964193,4.4086412e-10,0.00048061533,0.5241655,0.4594536,0.015229595],"study_design_scores_gemma":[0.000052243915,0.0000055625605,0.000037254238,0.0000020691587,5.1225885e-7,6.884076e-8,0.00010451593,5.5529875e-7,0.0001688837,0.0038528848,0.995751,0.00002443514],"about_ca_topic_score_codex":0.000074145275,"about_ca_topic_score_gemma":0.00008953319,"teacher_disagreement_score":0.75355256,"about_ca_system_score_codex":0.0000055552096,"about_ca_system_score_gemma":0.0000030103436,"threshold_uncertainty_score":0.9961159},"labels":[],"label_agreement":null},{"id":"W7100689358","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100689358","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100721262","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100721262","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100785897","doi":"","title":"Vol 14 No 3","year":2013,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Milestone; Reputation; Impact factor; Publication; Scopus; Citation; Work (physics); Bibliometrics","score_opus":0.030983312002551278,"score_gpt":0.20596841943488603,"score_spread":0.17498510743233475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100785897","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033243027,0.00003660931,0.000012778189,0.0017297779,0.0004439199,0.000049308426,8.0807547e-7,0.000114393624,0.96436936],"genre_scores_gemma":[0.6753188,0.0000026771238,0.00015067332,0.00068815256,0.00023649524,0.000011562812,0.000006746027,0.0000033023935,0.3235816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997295,0.000019977193,0.00006638751,0.00004879289,0.00006255224,0.00007279007],"domain_scores_gemma":[0.999312,0.000025065076,0.000015771642,0.00021850038,0.00040208062,0.000026612628],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008760535,0.000033459783,0.00003485623,0.000022872471,0.00016897821,0.0012672299,0.00019292762,0.000013809699,0.03263809],"category_scores_gemma":[0.00012555064,0.00002434083,0.000018799117,0.0000074717886,0.00003334202,0.0013311289,0.000033965694,0.00008855761,0.009749388],"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":[3.0729578e-7,0.00001466135,0.00011031384,0.0000012231859,0.000003327666,3.1025092e-8,0.002419731,6.3414475e-8,0.000034291803,0.28979903,0.7047383,0.0028787197],"study_design_scores_gemma":[0.000047199916,0.000010927987,0.0005332886,0.0000021306726,0.0000011311002,1.0080136e-7,0.00040016355,0.00015474528,0.0000103788425,0.0040749027,0.99471855,0.00004645746],"about_ca_topic_score_codex":0.0013887995,"about_ca_topic_score_gemma":0.00023136595,"teacher_disagreement_score":0.6420758,"about_ca_system_score_codex":0.0000064979527,"about_ca_system_score_gemma":0.0000062192044,"threshold_uncertainty_score":0.99976957},"labels":[],"label_agreement":null},{"id":"W7100829690","doi":"","title":"ii PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.23516241655598988,"score_gpt":0.2853610214439737,"score_spread":0.050198604887983805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100829690","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42805836,0.00002061573,0.000043544394,0.0064320117,0.00025544933,0.000046804274,0.0000021799788,0.00013317112,0.56500787],"genre_scores_gemma":[0.81544566,7.462893e-7,0.00045984788,0.0009963393,0.00009894512,0.0000027337471,0.000007673689,0.0000038325984,0.18298425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996789,0.00002707416,0.00006408797,0.000059828726,0.000101293896,0.000068804016],"domain_scores_gemma":[0.9994819,0.000017889603,0.000011325839,0.00023493965,0.0001371556,0.00011677876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020604109,0.000035298144,0.000037707716,0.000041526986,0.00024173349,0.00091855536,0.00017178529,0.000013299015,0.0005606634],"category_scores_gemma":[0.00023247403,0.000025790034,0.0000136732715,0.000016110876,0.000013879059,0.0012808738,0.00010987832,0.000067290035,0.00024771254],"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":[0.0000070436136,0.000037845977,0.00034269833,5.9627223e-7,0.0000025214617,3.1519238e-7,0.051853355,0.000002545332,0.000050039165,0.37395716,0.56985915,0.003886741],"study_design_scores_gemma":[0.000066548775,0.0000461751,0.00031485377,0.0000040245445,0.0000013604316,3.4087788e-7,0.0017572608,0.00005246856,0.000021796415,0.0010705662,0.9966157,0.000048880735],"about_ca_topic_score_codex":0.0008208012,"about_ca_topic_score_gemma":0.00045786577,"teacher_disagreement_score":0.4267566,"about_ca_system_score_codex":0.000018184033,"about_ca_system_score_gemma":0.00002093787,"threshold_uncertainty_score":0.8857651},"labels":[],"label_agreement":null},{"id":"W7100923917","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Documentation","score_opus":0.27943770867986295,"score_gpt":0.29046788229851767,"score_spread":0.011030173618654715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100923917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.288777,0.000018916595,0.00008521441,0.0053989883,0.00027177125,0.000047320947,0.0000019712913,0.00014033043,0.7052585],"genre_scores_gemma":[0.87172884,6.1242673e-7,0.0005363842,0.0010314992,0.00009433865,0.0000025086733,0.000006450039,0.0000035960798,0.12659578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971855,0.000026532321,0.000054684944,0.000051452407,0.00008954351,0.00005926156],"domain_scores_gemma":[0.9995317,0.000020661131,0.000009147741,0.0002052499,0.00012404838,0.00010919045],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001848116,0.000029667064,0.000031725624,0.000036898753,0.00010138156,0.001155433,0.00014724181,0.000010633228,0.00046551743],"category_scores_gemma":[0.00022989434,0.000021577367,0.000011355981,0.000013957217,0.000011826039,0.0011660055,0.000052367366,0.000055935314,0.00044209653],"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":[0.000006545987,0.000025316504,0.00063421583,5.947277e-7,0.0000021781564,3.6640233e-7,0.034333494,0.000002598503,0.000037281283,0.43315038,0.5273514,0.004455651],"study_design_scores_gemma":[0.000054758002,0.00002300357,0.0004550884,0.0000031563084,0.0000010560526,3.0154084e-7,0.0017775173,0.00004916134,0.00001722508,0.0010501896,0.9965267,0.000041796284],"about_ca_topic_score_codex":0.0007814176,"about_ca_topic_score_gemma":0.00040676928,"teacher_disagreement_score":0.58295184,"about_ca_system_score_codex":0.00001575939,"about_ca_system_score_gemma":0.000017894672,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W7100958381","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100958381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7100968218","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100968218","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7101004773","doi":"","title":"By","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.016762784852247813,"score_gpt":0.18771545708632592,"score_spread":0.17095267223407812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101004773","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015145838,0.000031006108,0.00022516,0.0021645522,0.00008960999,0.00000924058,9.852188e-7,0.00008021544,0.9822534],"genre_scores_gemma":[0.91310155,0.0000014021373,0.000059005863,0.0007941493,0.00008960308,0.0000013807318,0.000010816047,0.0000021063506,0.08593996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998298,0.000023098726,0.00003649357,0.000031763542,0.000038446913,0.00004038645],"domain_scores_gemma":[0.9997948,0.000024795765,0.000009272556,0.00013423564,0.00002248344,0.00001445273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014737553,0.000018900606,0.000021766806,0.000010019158,0.00012083615,0.00046550107,0.00012224965,0.000007023899,0.0015692976],"category_scores_gemma":[0.000034703993,0.000014279196,0.000009282702,0.000004070501,0.000022274924,0.00036611283,0.000013814717,0.000045600165,0.00021773535],"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":[1.749787e-7,0.0000054251723,0.00003190484,2.7925563e-7,7.683731e-7,2.4755553e-9,0.0010208563,2.667914e-8,0.000026587108,0.674482,0.31949234,0.0049396767],"study_design_scores_gemma":[0.00003229525,0.0000076026254,0.000032178974,6.7002213e-7,6.6908547e-7,4.7149683e-8,0.00015289699,0.00010108646,0.000030042082,0.0045434763,0.9950738,0.00002524353],"about_ca_topic_score_codex":0.00016678261,"about_ca_topic_score_gemma":0.00012266118,"teacher_disagreement_score":0.8979557,"about_ca_system_score_codex":0.0000026549496,"about_ca_system_score_gemma":0.0000015724629,"threshold_uncertainty_score":0.9993434},"labels":[],"label_agreement":null},{"id":"W7101014026","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101014026","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7101015989","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Documentation","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101015989","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7101086572","doi":"","title":"by","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology); Order (exchange)","score_opus":0.016762784852247813,"score_gpt":0.18771545708632592,"score_spread":0.17095267223407812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101086572","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015145838,0.000031006108,0.00022516,0.0021645522,0.00008960999,0.00000924058,9.852188e-7,0.00008021544,0.9822534],"genre_scores_gemma":[0.91310155,0.0000014021373,0.000059005863,0.0007941493,0.00008960308,0.0000013807318,0.000010816047,0.0000021063506,0.08593996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998298,0.000023098726,0.00003649357,0.000031763542,0.000038446913,0.00004038645],"domain_scores_gemma":[0.9997948,0.000024795765,0.000009272556,0.00013423564,0.00002248344,0.00001445273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014737553,0.000018900606,0.000021766806,0.000010019158,0.00012083615,0.00046550107,0.00012224965,0.000007023899,0.0015692976],"category_scores_gemma":[0.000034703993,0.000014279196,0.000009282702,0.000004070501,0.000022274924,0.00036611283,0.000013814717,0.000045600165,0.00021773535],"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":[1.749787e-7,0.0000054251723,0.00003190484,2.7925563e-7,7.683731e-7,2.4755553e-9,0.0010208563,2.667914e-8,0.000026587108,0.674482,0.31949234,0.0049396767],"study_design_scores_gemma":[0.00003229525,0.0000076026254,0.000032178974,6.7002213e-7,6.6908547e-7,4.7149683e-8,0.00015289699,0.00010108646,0.000030042082,0.0045434763,0.9950738,0.00002524353],"about_ca_topic_score_codex":0.00016678261,"about_ca_topic_score_gemma":0.00012266118,"teacher_disagreement_score":0.8979557,"about_ca_system_score_codex":0.0000026549496,"about_ca_system_score_gemma":0.0000015724629,"threshold_uncertainty_score":0.9993434},"labels":[],"label_agreement":null},{"id":"W7101086626","doi":"","title":"Saskatoon By","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Copying; Permission; Work (physics); Head (geology)","score_opus":0.02242744316862059,"score_gpt":0.19328693340480022,"score_spread":0.17085949023617963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101086626","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040012125,0.00009699668,0.0001239116,0.011258418,0.00012843485,0.000019792953,0.000008918142,0.000125516,0.9482259],"genre_scores_gemma":[0.7486614,0.000006199297,0.000023530405,0.00033485884,0.000060101884,0.0000022599152,0.0000031309764,0.0000027615324,0.25090575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997609,0.000020360878,0.000053248834,0.00004906484,0.000054272936,0.00006212101],"domain_scores_gemma":[0.99971706,0.00003860008,0.000014179625,0.00017680215,0.000032552776,0.000020830736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001112386,0.000027973398,0.000027864771,0.0000150429905,0.00011248953,0.00034577638,0.00015219206,0.00001087474,0.004321826],"category_scores_gemma":[0.000023299785,0.000014434725,0.000014303324,0.000005251391,0.00004813847,0.00090291613,0.000021513377,0.000029576544,0.00045301628],"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":[8.5954474e-7,0.00001141999,0.00009495394,3.230882e-7,0.0000022291074,3.2130412e-8,0.0010296828,1.0605413e-9,0.00072544575,0.38660163,0.5944287,0.017104676],"study_design_scores_gemma":[0.00007881692,0.000012330513,0.00006413181,0.000004013608,9.2390275e-7,1.2387247e-7,0.00018683358,8.9404824e-7,0.00021552529,0.0032869552,0.9961119,0.000037516347],"about_ca_topic_score_codex":0.00010576135,"about_ca_topic_score_gemma":0.00033609185,"teacher_disagreement_score":0.7086493,"about_ca_system_score_codex":0.000009324302,"about_ca_system_score_gemma":0.000005206675,"threshold_uncertainty_score":0.99658835},"labels":[],"label_agreement":null},{"id":"W7101090520","doi":"","title":"PERMISSION TO USE","year":2014,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.07420411009536296,"score_gpt":0.2448673727890217,"score_spread":0.17066326269365875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101090520","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26043072,0.0000045633933,0.00047978823,0.004756455,0.00019103922,0.00003920346,0.00000105804,0.0001395719,0.7339576],"genre_scores_gemma":[0.90804744,6.876512e-7,0.0005102009,0.0016354367,0.00011384392,0.0000023497287,0.000005004999,0.0000037736686,0.089681275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972546,0.000037120866,0.000055560424,0.00005678753,0.00006392502,0.0000611459],"domain_scores_gemma":[0.99959606,0.000053246607,0.000009851416,0.00023400794,0.00005608208,0.00005075967],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018043022,0.000030582167,0.00003373003,0.000035679222,0.00019220091,0.0011239306,0.00015096668,0.000010692601,0.0011271356],"category_scores_gemma":[0.00021312454,0.000022302556,0.000014587327,0.000010788017,0.00001192934,0.00079948147,0.000041699666,0.000057425004,0.00036481],"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":[0.0000021707272,0.000014471957,0.00038419428,9.454024e-7,0.0000013847514,3.7058065e-8,0.007551426,0.0000012638852,0.0001313525,0.8865147,0.091192186,0.014205834],"study_design_scores_gemma":[0.000033659526,0.000019362873,0.0018514273,0.000004279679,0.0000010498901,1.302496e-7,0.00022205354,0.00017180742,0.000029337902,0.001091195,0.99653304,0.000042643856],"about_ca_topic_score_codex":0.000399128,"about_ca_topic_score_gemma":0.00034772386,"teacher_disagreement_score":0.90534085,"about_ca_system_score_codex":0.0000063574857,"about_ca_system_score_gemma":0.0000038095875,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W7101117496","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Order (exchange); Head (geology)","score_opus":0.10203940404838072,"score_gpt":0.2536089795442043,"score_spread":0.1515695754958236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101117496","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46108735,0.000011274063,0.0004655649,0.024855873,0.0002699747,0.0000645307,0.0000066276125,0.00020522476,0.51303357],"genre_scores_gemma":[0.7876638,0.0000026869811,0.00019942963,0.0006631366,0.00006882346,0.0000025979791,0.0000010066518,0.0000031867387,0.2113953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997383,0.000021552714,0.000054979693,0.000058187845,0.00006215439,0.00006484021],"domain_scores_gemma":[0.9995938,0.00006319369,0.000009425586,0.00022209178,0.00006106854,0.00005042799],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010231044,0.000029581837,0.000028845187,0.00003554052,0.00013956541,0.00059848244,0.0001454281,0.000010145992,0.0030399628],"category_scores_gemma":[0.000166198,0.000014731052,0.0000147592245,0.000008986144,0.000016404847,0.0012527469,0.000044993405,0.000026647192,0.0006290585],"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":[0.0000056284607,0.00001941327,0.0009322465,6.4121707e-7,0.000002763546,2.4171135e-7,0.0060820496,4.2883237e-8,0.0021526602,0.75939596,0.18164961,0.049758732],"study_design_scores_gemma":[0.0000521712,0.000014866169,0.002097499,0.000011793772,8.3759375e-7,1.8368604e-7,0.00016096373,0.0000017528347,0.00013520064,0.000959962,0.99652284,0.000041929343],"about_ca_topic_score_codex":0.00019447134,"about_ca_topic_score_gemma":0.00025994005,"teacher_disagreement_score":0.8148732,"about_ca_system_score_codex":0.000012214025,"about_ca_system_score_gemma":0.0000067929222,"threshold_uncertainty_score":0.9978714},"labels":[],"label_agreement":null},{"id":"W7102724804","doi":"10.5281/zenodo.17488668","title":"Canadian library publishers: natural partners for open scholarship","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Guelph; University of Alberta; Mount Royal University; York University","funders":"","keywords":"Publishing; Scholarly communication; Scholarship; Electronic publishing; Value (mathematics); Open access publishing; Digital scholarship; Project commissioning","score_opus":0.07921741447010669,"score_gpt":0.2853988850686941,"score_spread":0.2061814705985874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7102724804","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004082047,0.00028956737,0.00006710387,0.021292485,0.000418649,0.00072142633,0.00028314002,0.000636626,0.972209],"genre_scores_gemma":[0.9251292,0.000019887395,0.0003153344,0.0024525994,0.00023561885,4.314225e-7,0.0060594087,0.00064735033,0.06514021],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986406,0.00031650896,0.000213833,0.0003035164,0.00015966473,0.00036588174],"domain_scores_gemma":[0.9985436,0.00005255584,0.00006890149,0.00057609245,0.0005621098,0.0001967185],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010286807,0.000115124916,0.00012204032,0.0004189283,0.005354961,0.038092997,0.0034481166,0.000057720776,0.009894853],"category_scores_gemma":[0.0012918474,0.00011854428,0.000052300813,0.0002700503,0.00013325452,0.007646434,0.0013723535,0.00043949555,0.00082240824],"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":[0.000029570358,0.00002996216,0.00000856471,0.000020270965,0.000032340555,8.3447003e-7,0.0022593609,0.0000014180134,0.000016589454,0.2536417,0.70866305,0.035296366],"study_design_scores_gemma":[0.00040059653,0.0000479919,0.00025113695,0.00004059863,0.0000109017055,0.0000026092926,0.0015037397,0.00008715351,0.00002491977,0.0045595095,0.99293417,0.00013665257],"about_ca_topic_score_codex":0.0022934696,"about_ca_topic_score_gemma":0.0009327643,"teacher_disagreement_score":0.9210471,"about_ca_system_score_codex":0.00020786539,"about_ca_system_score_gemma":0.000047369507,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W7102735924","doi":"10.5281/zenodo.17488667","title":"Canadian library publishers: natural partners for open scholarship","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Guelph; University of Alberta; Mount Royal University; York University","funders":"","keywords":"Publishing; Scholarly communication; Scholarship; Electronic publishing; Value (mathematics); Open access publishing; Digital scholarship; Project commissioning","score_opus":0.07921741447010669,"score_gpt":0.2853988850686941,"score_spread":0.2061814705985874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7102735924","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004082047,0.00028956737,0.00006710387,0.021292485,0.000418649,0.00072142633,0.00028314002,0.000636626,0.972209],"genre_scores_gemma":[0.9251292,0.000019887395,0.0003153344,0.0024525994,0.00023561885,4.314225e-7,0.0060594087,0.00064735033,0.06514021],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986406,0.00031650896,0.000213833,0.0003035164,0.00015966473,0.00036588174],"domain_scores_gemma":[0.9985436,0.00005255584,0.00006890149,0.00057609245,0.0005621098,0.0001967185],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010286807,0.000115124916,0.00012204032,0.0004189283,0.005354961,0.038092997,0.0034481166,0.000057720776,0.009894853],"category_scores_gemma":[0.0012918474,0.00011854428,0.000052300813,0.0002700503,0.00013325452,0.007646434,0.0013723535,0.00043949555,0.00082240824],"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":[0.000029570358,0.00002996216,0.00000856471,0.000020270965,0.000032340555,8.3447003e-7,0.0022593609,0.0000014180134,0.000016589454,0.2536417,0.70866305,0.035296366],"study_design_scores_gemma":[0.00040059653,0.0000479919,0.00025113695,0.00004059863,0.0000109017055,0.0000026092926,0.0015037397,0.00008715351,0.00002491977,0.0045595095,0.99293417,0.00013665257],"about_ca_topic_score_codex":0.0022934696,"about_ca_topic_score_gemma":0.0009327643,"teacher_disagreement_score":0.9210471,"about_ca_system_score_codex":0.00020786539,"about_ca_system_score_gemma":0.000047369507,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W7106036494","doi":"10.3138/jsp-2024-0104","title":"Creating an Internationally Equitable Playing Field for Publishing in English-Language Scholarly Journals","year":2025,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Disadvantage; Field (mathematics); Lingua franca; English language","score_opus":0.06063961453109059,"score_gpt":0.3155565163390516,"score_spread":0.254916901807961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106036494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7518337,0.008157555,0.0059631346,0.04056897,0.005497555,0.0005277366,0.000070809125,0.00019271197,0.18718785],"genre_scores_gemma":[0.982089,0.00007991048,0.0081380205,0.0037370967,0.0031324832,0.000027121418,0.00006301891,0.00005052238,0.002682857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458826,0.0006073123,0.0021440622,0.00042062037,0.001463854,0.0007759007],"domain_scores_gemma":[0.98588765,0.0023444537,0.0016839586,0.0006620118,0.009103578,0.00031834998],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.025840847,0.0003320663,0.0006356491,0.003134025,0.0014627125,0.40460238,0.0042523285,0.00043328814,0.00027946482],"category_scores_gemma":[0.10116749,0.00031548488,0.0003261787,0.0006498075,0.000071807386,0.52890563,0.0005770911,0.0063628047,0.0000017437009],"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":[0.00070794433,0.00092830067,0.063399635,0.0002593015,0.00059582724,0.00007552398,0.24738811,0.0004210719,0.005814504,0.5067808,0.06042052,0.11320846],"study_design_scores_gemma":[0.0151895005,0.0015911116,0.022703461,0.009957681,0.0004393442,0.0001310633,0.3455867,0.005307759,0.0012835532,0.11551957,0.4801419,0.0021483805],"about_ca_topic_score_codex":0.0010571327,"about_ca_topic_score_gemma":0.001740759,"teacher_disagreement_score":0.41972136,"about_ca_system_score_codex":0.0006360412,"about_ca_system_score_gemma":0.0008378559,"threshold_uncertainty_score":0.9999297},"labels":[],"label_agreement":null},{"id":"W7108216073","doi":"10.29173/jchla29907","title":"Predatory publishing and global scholarly communications (book review)","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Publishing; Scholarly communication; The Internet; Electronic publishing","score_opus":0.010213000484387445,"score_gpt":0.2520000273466036,"score_spread":0.24178702686221615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108216073","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004719019,0.6426005,0.000042984688,0.33201185,0.0013745059,0.00024990048,0.00037063862,0.000029928186,0.018600704],"genre_scores_gemma":[0.31781712,0.34641233,0.0015796433,0.32358947,0.002028501,0.00001704034,0.00005238714,0.000045299617,0.008458211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930537,0.00421915,0.0011258594,0.00012105091,0.0008100402,0.0006702294],"domain_scores_gemma":[0.9919545,0.002083088,0.0030263858,0.00043926906,0.0018032931,0.0006934564],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0126306,0.00018323126,0.00042574847,0.00023813504,0.0029802984,0.014790811,0.0017122051,0.000289856,0.00016123812],"category_scores_gemma":[0.019908177,0.00016177412,0.00017680987,0.0003384126,0.00010015744,0.009130986,0.00016553943,0.0024673003,5.5918525e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000065666377,0.000019065626,0.08841343,0.00006904598,0.00019868904,0.000004807961,0.001995327,0.0000064312353,5.5768066e-7,0.022419453,0.88565516,0.0012114733],"study_design_scores_gemma":[0.00037004432,0.000022948578,0.051941223,0.0007108352,0.00008232901,0.00009490249,0.0007505593,0.00007318395,0.0000015552536,0.006561691,0.9392625,0.00012823002],"about_ca_topic_score_codex":0.2721111,"about_ca_topic_score_gemma":0.7321059,"teacher_disagreement_score":0.45999482,"about_ca_system_score_codex":0.028462414,"about_ca_system_score_gemma":0.040641446,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W7108228262","doi":"10.25547/fpk6-5821","title":"Surveying the Open Scholarship Policy Landscape—Introducing the ‘Policy’ Research Scan, available open access via the Open Scholarship Press","year":2025,"lang":"en","type":"article","venue":"Electronic Textual Cultures Lab","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Digital scholarship; Relevance (law); Open research; Resource (disambiguation); Focus (optics); Key (lock)","score_opus":0.2049497168196491,"score_gpt":0.44846581925406864,"score_spread":0.24351610243441954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108228262","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020434447,0.013763497,0.000016845488,0.16488077,0.00035925364,0.005238359,0.00008572999,0.00016467324,0.79505646],"genre_scores_gemma":[0.8368135,0.0005674204,0.000013573392,0.0055263587,0.0014691815,0.00078452635,0.000114911585,0.00005331288,0.15465723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890472,0.0067604673,0.00065227295,0.00094186194,0.00094221206,0.0016559637],"domain_scores_gemma":[0.99297696,0.001840423,0.00031948782,0.003577061,0.0011518496,0.00013421083],"candidate_categories":["sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.027815752,0.0004194258,0.00047489622,0.0002640114,0.012103635,0.12401216,0.04501918,0.00018570655,0.0009582969],"category_scores_gemma":[0.006104192,0.0002096188,0.00012686451,0.0013964715,0.00070014823,0.012562908,0.021838496,0.005061895,0.00014908699],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016904577,0.00011187274,0.00056282594,0.00001654788,0.00021615137,7.273427e-7,0.008972258,0.0000473975,0.00013408967,0.7092253,0.2755239,0.005019901],"study_design_scores_gemma":[0.00082068954,0.000089082845,0.0041300384,0.00012973885,0.000048128608,0.000008117722,0.0035494082,0.00006378336,0.0004631792,0.044181947,0.94620186,0.00031401846],"about_ca_topic_score_codex":0.1130292,"about_ca_topic_score_gemma":0.11086283,"teacher_disagreement_score":0.8163791,"about_ca_system_score_codex":0.0007709344,"about_ca_system_score_gemma":0.0034376124,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W7108617983","doi":"10.1108/978-1-61735-115-0","title":"Publish Don’t Perish","year":2010,"lang":"en","type":"book","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publish or perish; Publishing; Publication; Work (physics); Quarter (Canadian coin)","score_opus":0.03007572477466072,"score_gpt":0.2096813763267564,"score_spread":0.17960565155209568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7108617983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004201883,0.0002595278,0.0000021424464,0.0023505352,0.0017819966,0.00011091721,0.000053293454,0.00034351827,0.99505603],"genre_scores_gemma":[0.0008327818,0.000026581,0.00011991957,0.0008583521,0.0026069016,0.000009206144,0.0008284413,0.000050691735,0.9946671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989782,0.00003864405,0.00025609543,0.00024288523,0.00028902816,0.00019514447],"domain_scores_gemma":[0.9982959,0.00008237446,0.00015555603,0.0009901219,0.00038737143,0.00008866664],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004360568,0.00021230239,0.00023080442,0.00016395752,0.00043975038,0.007814386,0.0011004446,0.00036255465,0.043195862],"category_scores_gemma":[0.00013085117,0.00018080653,0.00014127861,0.000009693802,0.00021328784,0.0020486068,0.00020279794,0.0018992852,0.0007895818],"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":[6.615902e-7,0.000009300681,0.0000016406929,0.0000066463085,0.000012440608,4.4758625e-7,0.0023799024,6.3630785e-9,4.4150764e-7,0.4141657,0.58154714,0.0018756883],"study_design_scores_gemma":[0.00007065861,0.000011606734,0.0000048149313,0.000025275995,0.000020743255,0.0000010788307,0.00032545225,0.0000033060817,5.638306e-7,0.023389908,0.97589976,0.0002468323],"about_ca_topic_score_codex":0.00030914412,"about_ca_topic_score_gemma":0.009979026,"teacher_disagreement_score":0.39435264,"about_ca_system_score_codex":0.00006659022,"about_ca_system_score_gemma":0.000296485,"threshold_uncertainty_score":0.99998844},"labels":[],"label_agreement":null},{"id":"W7109058131","doi":"10.59350/16kn2-7pe70","title":"25 Years of Open Source &amp;amp; Open Access: An Interview with Brian Owen","year":2023,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Quarter (Canadian coin); Work (physics); Open source; Key (lock)","score_opus":0.31308784629170644,"score_gpt":0.4058870609662699,"score_spread":0.09279921467456348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109058131","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38312724,0.00073860463,0.0003649891,0.013039031,0.00049118634,0.0021308758,0.0001697652,0.00029858,0.5996397],"genre_scores_gemma":[0.7327828,0.00058980443,0.000681337,0.0013594463,0.00018264567,0.000079157086,0.00055903965,0.000081101585,0.26368466],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969211,0.00091554265,0.0007488238,0.00055825367,0.00041920776,0.0004370468],"domain_scores_gemma":[0.99612355,0.00019643511,0.0005074574,0.0025055734,0.0004384501,0.0002285332],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.0037836807,0.0002849934,0.0006204566,0.00032003882,0.0007727379,0.056234855,0.015970059,0.00011579874,0.012375579],"category_scores_gemma":[0.00022016719,0.00024780678,0.000100588135,0.0005219265,0.00032956956,0.02317186,0.012583785,0.0005662301,0.0008828499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030349698,0.0011263196,0.004698779,0.00034537166,0.00067069614,0.0000063950793,0.1487471,0.0000714738,0.000053508003,0.13313445,0.38604698,0.32479542],"study_design_scores_gemma":[0.0008628692,0.00016689565,0.009654483,0.00059215655,0.00007852228,0.0000030288365,0.007364513,0.000098127326,0.000007140916,0.0019316665,0.9788351,0.0004054764],"about_ca_topic_score_codex":0.035550024,"about_ca_topic_score_gemma":0.10073613,"teacher_disagreement_score":0.59278816,"about_ca_system_score_codex":0.000055999546,"about_ca_system_score_gemma":0.0003254337,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W7109511469","doi":"10.59350/j2qf0-y5t85","title":"OAEvolution: Trends in Open Access and Scholarly Communications","year":2019,"lang":"","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Scholarly communication; Event (particle physics); Access to information; Information access; Public access","score_opus":0.20127020803855603,"score_gpt":0.39287815898733974,"score_spread":0.19160795094878372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109511469","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15537666,0.005188303,0.0000056083636,0.02440757,0.00038840048,0.00043190326,0.00004057137,0.000052026484,0.81410897],"genre_scores_gemma":[0.8826591,0.0018906016,0.0003349546,0.0008125399,0.00007669666,0.000045195833,0.00015278462,0.000024158677,0.11400399],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975215,0.00068522175,0.00066810346,0.00048171057,0.00027134348,0.00037211948],"domain_scores_gemma":[0.99569017,0.00025540876,0.00024316307,0.0033430336,0.0003197513,0.00014847056],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.0020269658,0.00025649535,0.00039765282,0.0007436795,0.0011411211,0.07994822,0.009929332,0.00018383193,0.008815991],"category_scores_gemma":[0.00011988122,0.00025359326,0.000067919515,0.00049797195,0.00037569995,0.059093498,0.010993604,0.0013697257,0.00028012157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002779811,0.0003353145,0.0800632,0.000016608468,0.000041847055,4.867766e-7,0.013043471,0.000002648652,0.000014320566,0.85396266,0.010679019,0.041812643],"study_design_scores_gemma":[0.0014899286,0.000108584594,0.224692,0.00017526603,0.000029517976,0.0000036876886,0.0042857383,0.0017939848,0.000002293403,0.008509558,0.7584787,0.00043075255],"about_ca_topic_score_codex":0.01310005,"about_ca_topic_score_gemma":0.022679642,"teacher_disagreement_score":0.8454531,"about_ca_system_score_codex":0.00017033031,"about_ca_system_score_gemma":0.00015936895,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W7110587841","doi":"","title":"Access Denied: Defending Research in a Shrinking Scholarly Landscape","year":2025,"lang":"","type":"article","venue":"San José State University ScholarWorks (San Jose State University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Government (linguistics); Corporatization; Session (web analytics); Best practice; Workaround; Redress; Freedom of information; Face (sociological concept); Publication","score_opus":0.07469737194940226,"score_gpt":0.2955389798563433,"score_spread":0.22084160790694105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110587841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73835045,0.0019183502,0.0010032102,0.0017467095,0.0012789608,0.0011913481,0.00046451253,0.0003680169,0.25367844],"genre_scores_gemma":[0.91571784,0.004781766,0.0003310472,0.00018250037,0.00013159365,0.0000010797067,0.00019116129,0.000093105074,0.0785699],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862425,0.0062260116,0.0010311038,0.0021784592,0.0015913993,0.002730558],"domain_scores_gemma":[0.99214137,0.0014899904,0.0006721066,0.0023866417,0.0024345813,0.00087533327],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006801429,0.00106528,0.0011910725,0.014263351,0.008794769,0.018733645,0.007835869,0.00071905,0.0012002122],"category_scores_gemma":[0.00058790547,0.0014388268,0.00055790704,0.008506268,0.0015780386,0.036666565,0.0056481003,0.011104827,0.00018221763],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00953243,0.0031397203,0.36135545,0.0013943803,0.0028150552,0.010410967,0.14718851,0.005070861,0.00034084718,0.35923997,0.02692703,0.072584756],"study_design_scores_gemma":[0.0090735275,0.0003782332,0.034854654,0.0043554376,0.00037829627,0.000011654309,0.13641255,0.0015481408,0.000067464745,0.008220716,0.8024819,0.0022174157],"about_ca_topic_score_codex":0.005324553,"about_ca_topic_score_gemma":0.02486841,"teacher_disagreement_score":0.7755549,"about_ca_system_score_codex":0.0033923662,"about_ca_system_score_gemma":0.0021380861,"threshold_uncertainty_score":0.9997128},"labels":[],"label_agreement":null},{"id":"W7111768110","doi":"","title":"Queen of the Mist - Indigo Exclusive","year":2024,"lang":"en","type":"book","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigo; Queen (butterfly); Mist; Textile","score_opus":0.01171404414100381,"score_gpt":0.16275996923096595,"score_spread":0.15104592508996215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111768110","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065514925,0.002181506,0.00000828156,0.0010527681,0.001618577,0.0003811154,0.00027524453,0.000121084995,0.98780996],"genre_scores_gemma":[0.1471352,0.00011735843,0.000057552395,0.000034176406,0.000469798,5.291833e-7,0.00014997383,0.000039386196,0.851996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981701,0.00022663032,0.00036803487,0.0003991369,0.00059618417,0.00023992742],"domain_scores_gemma":[0.9972034,0.00018855646,0.0008496131,0.0012899918,0.00037866502,0.00008975453],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029439203,0.00031443112,0.0005652153,0.0002726511,0.0010155222,0.000371533,0.0019779422,0.00039402628,0.00030304267],"category_scores_gemma":[0.000031805044,0.00028754113,0.00057581265,0.0001076505,0.0008182399,0.0005777611,0.0008263574,0.0012494979,0.000040608502],"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":[0.000119087934,0.00017748102,0.00015616421,0.00080178544,0.000969222,0.00008476916,0.065000065,0.000020367723,0.000118531236,0.28234702,0.6490734,0.0011320685],"study_design_scores_gemma":[0.00028084108,0.00008179334,0.00024446,0.0011720149,0.00053432496,0.000011716232,0.0043667825,0.000026607167,0.000056678575,0.004546419,0.9883229,0.00035544438],"about_ca_topic_score_codex":0.0014473875,"about_ca_topic_score_gemma":0.00057492696,"teacher_disagreement_score":0.3392495,"about_ca_system_score_codex":0.00029071566,"about_ca_system_score_gemma":0.0006099668,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W7112368322","doi":"","title":"The Pitfalls of Publishing: Unforseen Challenges When Students Write to Publish","year":2012,"lang":"","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publication; Register (sociolinguistics); Quarter (Canadian coin); Publishing","score_opus":0.050890440672781534,"score_gpt":0.24253107998519993,"score_spread":0.1916406393124184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112368322","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27806762,0.013438698,0.00014656242,0.01689286,0.004741769,0.0015715036,0.00065674185,0.00027134022,0.6842129],"genre_scores_gemma":[0.9320291,0.0042510885,0.00038120212,0.00024598552,0.0010584703,0.0000055781693,0.000115867064,0.000081094695,0.061831575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99261624,0.002100831,0.00093013054,0.00077041646,0.0019133858,0.0016690231],"domain_scores_gemma":[0.99287415,0.0011579887,0.00087930367,0.0024440635,0.0015743688,0.0010701015],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0055245375,0.0006613057,0.00071089977,0.0015078678,0.0043165577,0.019662589,0.008542696,0.00034415076,0.00027023343],"category_scores_gemma":[0.0020461308,0.0006003761,0.00047913427,0.0006630991,0.0009854763,0.03593658,0.003695908,0.0028296662,0.00017622499],"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":[0.00035607227,0.000891964,0.031159956,0.000096092066,0.0008171373,0.000012162137,0.10748187,0.0000047396948,0.00009719604,0.82680166,0.018945288,0.013335836],"study_design_scores_gemma":[0.001122436,0.00025164828,0.07902697,0.0003002886,0.0002512819,0.000007904854,0.03454111,0.000010300648,0.000032166987,0.0036040589,0.88017637,0.0006754623],"about_ca_topic_score_codex":0.0018396686,"about_ca_topic_score_gemma":0.002698048,"teacher_disagreement_score":0.8612311,"about_ca_system_score_codex":0.00048095273,"about_ca_system_score_gemma":0.00042932914,"threshold_uncertainty_score":0.99964476},"labels":[],"label_agreement":null},{"id":"W7117013278","doi":"10.29173/writingacrossuofa91","title":"A Student’s Guide to Writing their Very First Ever Terrible Creative Nonfiction Piece","year":2025,"lang":"","type":"article","venue":"Writing across the University of Alberta","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Writing process; Creative writing; Creativity; Reading (process)","score_opus":0.016304021491437812,"score_gpt":0.2622645155759927,"score_spread":0.24596049408455486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117013278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72770864,0.000693411,0.0003422466,0.0127446735,0.00044454157,0.00047775242,0.00013381352,0.0000663505,0.25738856],"genre_scores_gemma":[0.9019281,0.00021714906,0.00014396822,0.00059535686,0.00017200188,0.0000017312511,0.00003617992,0.000019925186,0.09688555],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975823,0.0003986375,0.0005702817,0.0005111776,0.0003522444,0.00058533385],"domain_scores_gemma":[0.9959611,0.0016753381,0.0004051842,0.0011144398,0.00073154055,0.00011239176],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017040609,0.00033721258,0.00045041027,0.00020229859,0.007298295,0.0018688986,0.002099707,0.00017358937,0.0005455872],"category_scores_gemma":[0.00051019026,0.00033026384,0.0002924867,0.0003767468,0.0007133147,0.0015993024,0.0015227108,0.00074890745,0.00007019008],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040552075,0.0007529582,0.019148968,0.00031302896,0.0010418386,0.000007852044,0.8321358,0.00094149343,0.0002808921,0.051984765,0.08372177,0.00926514],"study_design_scores_gemma":[0.00094577175,0.00012245482,0.02391608,0.0017052692,0.00015724164,0.0000026082446,0.41676763,0.0009315346,0.00012286134,0.00013374495,0.554848,0.00034682886],"about_ca_topic_score_codex":0.054240916,"about_ca_topic_score_gemma":0.048041523,"teacher_disagreement_score":0.47112623,"about_ca_system_score_codex":0.0003750661,"about_ca_system_score_gemma":0.0001715174,"threshold_uncertainty_score":0.99991494},"labels":[],"label_agreement":null},{"id":"W7117234883","doi":"10.17742/image29739","title":"Reimagining Academic Publishing: Community, Knowledge, and the Future Beyond Academia","year":2025,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Water Network","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy); Focus (optics)","score_opus":0.05731937546730513,"score_gpt":0.4144916744705823,"score_spread":0.3571722990032772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117234883","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074768335,0.12108779,0.000049242924,0.3564256,0.0031115168,0.00023059627,0.000031359086,0.00008708099,0.44420847],"genre_scores_gemma":[0.9827217,0.0056191823,0.0004993595,0.0012943457,0.0012839575,0.000015695789,0.000012466033,0.000012863758,0.008540452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780905,0.0007225111,0.00078156986,0.00012776148,0.00031261417,0.0002464791],"domain_scores_gemma":[0.9825274,0.0013059233,0.000608051,0.00033108902,0.015165479,0.00006206862],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["sts","scholarly_communication"],"category_scores_codex":[0.0042014685,0.00022317423,0.00042223555,0.00031442952,0.003946699,0.020481082,0.0013763466,0.000121829704,0.000018998899],"category_scores_gemma":[0.008297885,0.0001165804,0.00016084756,0.00026482352,0.009370584,0.048070386,0.0006960371,0.0068430086,0.000004482175],"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":[0.000049501294,0.0000412872,0.0013038609,0.000055202283,0.00031882277,0.0000014524554,0.08317093,0.000001418366,0.0001375008,0.75729334,0.14254834,0.015078355],"study_design_scores_gemma":[0.00209664,0.000024093777,0.005578949,0.0002157237,0.00018056721,0.000050617266,0.053077668,0.000028097495,0.0000862687,0.23627107,0.70222294,0.00016736756],"about_ca_topic_score_codex":0.000055782773,"about_ca_topic_score_gemma":0.00013261185,"teacher_disagreement_score":0.9079533,"about_ca_system_score_codex":0.00012567146,"about_ca_system_score_gemma":0.00013576896,"threshold_uncertainty_score":0.99735004},"labels":[],"label_agreement":null},{"id":"W7117238974","doi":"10.17742/image29746","title":"Introducing Sustainable Publishing","year":2025,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Université de Sherbrooke; Trent University","funders":"","keywords":"","score_opus":0.039438786277501615,"score_gpt":0.3839732155260929,"score_spread":0.3445344292485913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117238974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07057948,0.015280208,0.0004771748,0.08321343,0.0018904238,0.00015613688,0.000012746632,0.00009410035,0.8282963],"genre_scores_gemma":[0.96045566,0.0002843509,0.0023287372,0.0004083498,0.0006491862,0.000007985469,0.0000082885645,0.000008872421,0.035848554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985456,0.00011746966,0.0006136711,0.00014493903,0.00030064388,0.00027766422],"domain_scores_gemma":[0.95614505,0.00026472998,0.00042125353,0.00026406624,0.042861372,0.000043528948],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0016299599,0.00015181501,0.00028856093,0.0004360127,0.0018049381,0.04902123,0.00071062555,0.000029855746,0.00008748103],"category_scores_gemma":[0.018500257,0.00010977716,0.00014814455,0.0002464989,0.0023993785,0.10740729,0.000272389,0.00064527715,0.000006782897],"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":[0.000013176145,0.000056159555,0.00053545367,0.00005952499,0.00022526235,0.0000111873005,0.02048126,0.00001739665,0.0003448943,0.81370056,0.16119899,0.0033561587],"study_design_scores_gemma":[0.000743888,0.00004012855,0.0018004542,0.0001558634,0.00009727725,0.000025268022,0.064527944,0.00004390912,0.00038233274,0.120166324,0.81183946,0.00017717588],"about_ca_topic_score_codex":0.00010250306,"about_ca_topic_score_gemma":0.0000507525,"teacher_disagreement_score":0.8898762,"about_ca_system_score_codex":0.0002670874,"about_ca_system_score_gemma":0.0001323524,"threshold_uncertainty_score":0.99949455},"labels":[],"label_agreement":null},{"id":"W7117239783","doi":"10.17742/image29742","title":"Responsible and Sustainable Open Publishing: Q&amp;A With Canada’s largest library-based open publisher","year":2025,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Work (physics); Sustainable development; Government (linguistics)","score_opus":0.06636295412837753,"score_gpt":0.3831159214925519,"score_spread":0.31675296736417435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117239783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028229577,0.0043745544,0.00004859532,0.27484533,0.00044228666,0.00047180397,0.00006375423,0.00004079511,0.6914833],"genre_scores_gemma":[0.7900134,0.00010474715,0.007462612,0.0024433974,0.00013652467,0.000041970576,0.000068668734,0.000024181549,0.1997045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982399,0.00024493795,0.00054834783,0.00022752979,0.00037145338,0.00036786587],"domain_scores_gemma":[0.9820484,0.00038939205,0.0004864869,0.00038660096,0.01658,0.00010913286],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0017093115,0.0002171569,0.00041362198,0.0003304314,0.0025026896,0.20830266,0.0023034073,0.000036670943,0.00014319882],"category_scores_gemma":[0.005687235,0.00014466558,0.000049618364,0.0003616203,0.001931482,0.18385457,0.0014935989,0.0006177241,0.0000010543785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012514401,0.00007238706,0.0041239955,0.00004598512,0.00018151589,0.000021556354,0.0023729086,0.0000070448255,0.000018178098,0.4356028,0.55706686,0.00036159495],"study_design_scores_gemma":[0.0016403109,0.00006012305,0.0059825224,0.0001707716,0.00006952352,0.00001785984,0.014561576,0.000007141194,0.00006246026,0.02721609,0.9500104,0.00020117914],"about_ca_topic_score_codex":0.065023914,"about_ca_topic_score_gemma":0.18014863,"teacher_disagreement_score":0.76178384,"about_ca_system_score_codex":0.00024136565,"about_ca_system_score_gemma":0.0029139316,"threshold_uncertainty_score":0.9987959},"labels":[],"label_agreement":null},{"id":"W7117242567","doi":"10.17742/image29744","title":"Publishing in and for Place","year":2025,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"","score_opus":0.08035588348896792,"score_gpt":0.4287357866796731,"score_spread":0.34837990319070516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117242567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57481575,0.02946383,0.00037628663,0.12594406,0.0016379417,0.00035824714,0.0000642363,0.000052735904,0.26728693],"genre_scores_gemma":[0.99244213,0.00037734225,0.0022012019,0.00026294505,0.00016185474,0.000014032201,0.000005596163,0.00000480092,0.0045300755],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992069,0.00005204062,0.00039814907,0.00008787143,0.000123916,0.00013111811],"domain_scores_gemma":[0.98952854,0.00040235734,0.00021574208,0.00009725141,0.009732882,0.000023207365],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009565559,0.000091798625,0.00019996111,0.000276955,0.0006080358,0.017504264,0.00028644162,0.00002147954,0.000007773846],"category_scores_gemma":[0.0077190422,0.00006668401,0.00006356388,0.00009834979,0.0014367778,0.043487437,0.00009684951,0.00030235096,5.383947e-7],"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":[0.00004601728,0.000079217614,0.0035809926,0.0000930255,0.00016986458,0.0000032871644,0.044238746,0.000011429569,0.00044544405,0.87735397,0.06344044,0.010537568],"study_design_scores_gemma":[0.0026206798,0.00007762376,0.015726762,0.00037223665,0.00006620617,0.000022552222,0.043778762,0.00018625497,0.00021518864,0.17109142,0.7656162,0.00022612093],"about_ca_topic_score_codex":0.000035786412,"about_ca_topic_score_gemma":0.00025813121,"teacher_disagreement_score":0.7062625,"about_ca_system_score_codex":0.00009018603,"about_ca_system_score_gemma":0.00005014602,"threshold_uncertainty_score":0.9835157},"labels":[],"label_agreement":null},{"id":"W7128607200","doi":"10.26108/f71h-6s09","title":"Librarians and libraries supporting open access publishing.","year":2009,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarly communication; Publication; Service (business); Information access; Open access publishing; Electronic publishing; Service provider","score_opus":0.12128183027257432,"score_gpt":0.33853519524020337,"score_spread":0.21725336496762904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128607200","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106328934,0.0012329784,0.00002328559,0.06713272,0.00035107543,0.00031473328,0.000039029095,0.0003586611,0.8242186],"genre_scores_gemma":[0.98085374,0.00009038658,0.00048172686,0.007850661,0.0005623452,0.00001554639,0.00014375185,0.00002223602,0.00997961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998704,0.00012093221,0.0003436948,0.00029533662,0.00019038132,0.0003456633],"domain_scores_gemma":[0.99883676,0.00017686024,0.00020773135,0.0005170145,0.00009215789,0.00016946456],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0007677743,0.00016161361,0.0002134332,0.00016480328,0.0009121972,0.09012959,0.003267695,0.00011223662,0.00088034663],"category_scores_gemma":[0.0007056094,0.0001462919,0.000040446954,0.000117297255,0.00014432309,0.07497587,0.0011447876,0.00058547343,0.000026810825],"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":[0.0000129122345,0.00003983416,0.0027188635,0.0000067693904,0.000016194306,0.000003499797,0.015776325,5.48856e-7,0.000011958897,0.7567023,0.17455119,0.050159585],"study_design_scores_gemma":[0.0003313379,0.00005686108,0.017375516,0.000039127306,0.00001606794,0.0000045339443,0.0015441382,0.000070891605,0.00006252182,0.13760385,0.8426411,0.00025401657],"about_ca_topic_score_codex":0.000833052,"about_ca_topic_score_gemma":0.0002557427,"teacher_disagreement_score":0.8745248,"about_ca_system_score_codex":0.000017237997,"about_ca_system_score_gemma":0.0001410798,"threshold_uncertainty_score":0.96391785},"labels":[],"label_agreement":null},{"id":"W7130338419","doi":"10.7202/1123389ar","title":"A Few Words from the New Editorial Team","year":2025,"lang":"en","type":"article","venue":"Performance Matters","topic":"Publishing and Scholarly Communication","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":"Simon Fraser University","funders":"","keywords":"Transition (genetics); Work (physics); Context (archaeology)","score_opus":0.01413267534139566,"score_gpt":0.22075788790198708,"score_spread":0.2066252125605914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130338419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46934843,0.00071060937,0.00011074276,0.15112023,0.13203405,0.00030141146,0.00003368172,0.00033417845,0.24600667],"genre_scores_gemma":[0.91765153,0.000058384845,0.000061922554,0.011573961,0.04501091,0.000020787722,0.00004926736,0.000010867176,0.025562344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994579,0.00003580682,0.00012948852,0.00009815546,0.00014841232,0.00013024824],"domain_scores_gemma":[0.9993862,0.000111166315,0.000042288917,0.00039626396,0.000038950133,0.000025136138],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00022880388,0.000076707736,0.000076006865,0.00003710238,0.0004993767,0.0011188495,0.0005661735,0.000030105455,0.00037632888],"category_scores_gemma":[0.000032302014,0.000051700026,0.000036229572,0.00004540525,0.000075811884,0.00077118765,0.000094183706,0.0002915472,0.00014392078],"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":[0.000013061558,0.000008437552,0.001198693,0.0000035779433,0.000015588077,2.4252362e-8,0.010056581,0.000003825763,0.000010267465,0.0026600745,0.9799722,0.006057699],"study_design_scores_gemma":[0.00019701809,0.000008720811,0.0021252774,0.000052695457,0.000013496388,6.098881e-8,0.00096269156,0.00013281255,0.000019636038,0.0007231909,0.9956988,0.00006559938],"about_ca_topic_score_codex":0.0017959088,"about_ca_topic_score_gemma":0.0004666521,"teacher_disagreement_score":0.4483031,"about_ca_system_score_codex":0.000035194225,"about_ca_system_score_gemma":0.00006913504,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W7132560655","doi":"","title":"Features of Press Development in Canada","year":2002,"lang":"uk","type":"article","venue":"eKNUTSHIR","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Subject (documents)","score_opus":0.04709038791595829,"score_gpt":0.20310277712077496,"score_spread":0.15601238920481666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132560655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5265593,0.01982314,6.244069e-7,0.0016030049,0.0007750483,0.00018928449,0.000059126956,0.000021442167,0.45096907],"genre_scores_gemma":[0.97630346,0.0002993075,0.00008058852,0.00013477316,0.00009995471,0.000010528937,0.000019901008,0.000012899694,0.02303859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986983,0.00013724704,0.0004132307,0.00016187842,0.00033089676,0.00025847647],"domain_scores_gemma":[0.99912447,0.000114696435,0.00016603094,0.00041995264,0.000109869994,0.00006498646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579406,0.00014336927,0.0002252682,0.00007868099,0.00018771674,0.00034403967,0.0005749566,0.00005801891,0.0008797739],"category_scores_gemma":[0.00009065018,0.00013856452,0.000032336975,0.00005691931,0.000054369288,0.000474802,0.000117561234,0.00043185183,0.00001412924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005283225,0.0007986674,0.018037029,0.0004778977,0.00022681401,0.00004281295,0.24396412,0.00011664041,0.00005158763,0.09969885,0.4473109,0.18922184],"study_design_scores_gemma":[0.00037334068,0.000020438325,0.058184616,0.00019483572,0.000010386484,0.0000013760565,0.0028214275,0.00013444936,0.00035728837,0.00012218389,0.9375392,0.00024045008],"about_ca_topic_score_codex":0.9353008,"about_ca_topic_score_gemma":0.9895074,"teacher_disagreement_score":0.4902283,"about_ca_system_score_codex":0.0003943596,"about_ca_system_score_gemma":0.0005517131,"threshold_uncertainty_score":0.96329075},"labels":[],"label_agreement":null},{"id":"W7132990657","doi":"","title":"A CORRELATIONAL STUDY OF PRINCIPALS&apos; KNOWLEDGE OF LITERACY-BASED INSTRUCTIONAL PRACTICES AND PRINCIPALS&apos; LEADERSHIP STYLES","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leadership style; Learning styles; Work (physics); Qualitative research; Test (biology)","score_opus":0.22563604608201804,"score_gpt":0.4279235422995234,"score_spread":0.20228749621750536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132990657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93610275,0.002466093,0.0000025826876,0.00032825422,0.00034478382,0.000492944,0.000035744524,0.000055952194,0.0601709],"genre_scores_gemma":[0.96129036,0.000037441758,0.00038649273,0.00002471494,0.00023563569,0.000039443246,0.0008913094,0.000032463835,0.037062142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99781793,0.00040554832,0.00069757353,0.00036551748,0.0005138906,0.00019952623],"domain_scores_gemma":[0.99557835,0.00058988214,0.0020842294,0.0005253766,0.001144066,0.00007807935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008427013,0.00030526493,0.00048598813,0.00050853734,0.00035018063,0.0005213032,0.00047259298,0.00021268394,0.00029123007],"category_scores_gemma":[0.0007958698,0.00029505612,0.00010257321,0.00013883076,0.00014994603,0.001133329,0.000047750167,0.000750174,0.000006957222],"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":[0.0011390744,0.0041199774,0.004453283,0.0014878511,0.00049284176,0.0000027905235,0.8667421,0.00011604412,0.00031290128,0.09746111,0.0011528435,0.022519197],"study_design_scores_gemma":[0.004939321,0.0025299112,0.18372639,0.0023807301,0.0009791089,0.000010813325,0.5871892,0.0017622148,0.0005403842,0.0014955221,0.21300456,0.0014418291],"about_ca_topic_score_codex":0.0012972447,"about_ca_topic_score_gemma":0.01154759,"teacher_disagreement_score":0.27955288,"about_ca_system_score_codex":0.000057617868,"about_ca_system_score_gemma":0.0004372271,"threshold_uncertainty_score":0.9999502},"labels":[],"label_agreement":null},{"id":"W7139250822","doi":"","title":"Success by Association: Creating, Connecting, Promoting, & Publishing with the South Florida Writers Association","year":2024,"lang":"","type":"article","venue":"NSUWorks (Nova Southeastern University)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Presentation (obstetrics); Power (physics); Writing process; Association (psychology); Newspaper","score_opus":0.018129055584316187,"score_gpt":0.20377338579143556,"score_spread":0.18564433020711937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139250822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.688671,0.00427433,0.0017322736,0.036333658,0.0046255025,0.001259476,0.0013872416,0.0013428648,0.26037368],"genre_scores_gemma":[0.8218731,0.000066724504,0.000032705175,0.00026988622,0.001432902,0.0000036241827,0.00024873452,0.00010808164,0.1759642],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943235,0.0012824521,0.0006439685,0.0010447385,0.0015524449,0.001152914],"domain_scores_gemma":[0.99447685,0.0015942692,0.0014396288,0.0009729285,0.001238701,0.00027759292],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004110401,0.0006790522,0.00058293325,0.00062304136,0.0037976592,0.04121117,0.002274834,0.0007415144,0.0011363262],"category_scores_gemma":[0.000933122,0.00057854207,0.00036111553,0.0012319108,0.0001943929,0.009775925,0.00058112433,0.0038251933,0.00020558068],"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":[0.0003386225,0.00035405206,0.15500648,0.0005244958,0.004028956,0.000112020316,0.7048931,0.0001913917,0.000040606825,0.040175427,0.08001936,0.014315478],"study_design_scores_gemma":[0.001395946,0.00022807441,0.00081040047,0.0016166584,0.0010481696,0.000008145742,0.10792132,0.0042179557,0.00001587703,0.0000865431,0.8816449,0.0010060195],"about_ca_topic_score_codex":0.0018174752,"about_ca_topic_score_gemma":0.0019574885,"teacher_disagreement_score":0.80162555,"about_ca_system_score_codex":0.0018322035,"about_ca_system_score_gemma":0.0004222061,"threshold_uncertainty_score":0.9997768},"labels":[],"label_agreement":null},{"id":"W7139402507","doi":"","title":"The 'Platinum Route' to Open Access: A Case Study of <i>E-JASL: The Electronic Journal of Academic and Special Librarianship</i>","year":2007,"lang":"","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Athabasca University","keywords":"Publishing; Electronic publishing; General partnership; Scholarly communication; Work (physics); Publication; Electronic journal","score_opus":0.0708461863761181,"score_gpt":0.3083880195614584,"score_spread":0.23754183318534028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139402507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810856,0.0012916267,0.00013560518,0.0049462183,0.00039915356,0.0009482656,0.00003330017,0.0000073395963,0.011152917],"genre_scores_gemma":[0.9960546,0.00068408163,0.00004831294,0.0001381238,0.00083961146,4.2939922e-7,0.000002173626,0.000016093376,0.0022166022],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99740577,0.00065713585,0.00069095736,0.00025068212,0.00054469873,0.00045073067],"domain_scores_gemma":[0.99601775,0.001297093,0.0013468831,0.00070804305,0.00045171517,0.00017848179],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.00469298,0.0002074817,0.0004755038,0.0003102801,0.0026031956,0.0020901829,0.0055150487,0.0001646171,0.00013211758],"category_scores_gemma":[0.0002579922,0.0001645873,0.00013844241,0.0004651479,0.00052432314,0.0058723935,0.0031067724,0.0017186572,0.0000019466304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035228436,0.0015174255,0.028514555,0.00007267244,0.001117909,0.00042029293,0.6813793,0.000072929426,0.00013105996,0.186874,0.015503523,0.080873474],"study_design_scores_gemma":[0.003623314,0.0024321405,0.02808932,0.00018813921,0.00048670152,0.00030014585,0.77643573,0.00009767589,0.000020722613,0.006140129,0.18186809,0.00031786688],"about_ca_topic_score_codex":0.005548382,"about_ca_topic_score_gemma":0.051733926,"teacher_disagreement_score":0.18073387,"about_ca_system_score_codex":0.00010969628,"about_ca_system_score_gemma":0.0007729064,"threshold_uncertainty_score":0.9998656},"labels":[],"label_agreement":null},{"id":"W7139558342","doi":"","title":"Professional library & information associations should rise to the challenge of promoting open access and lead by example","year":2004,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"CITES; Access to information; Lead (geology); Information access; Information system","score_opus":0.058390880028177855,"score_gpt":0.2449628138086839,"score_spread":0.18657193378050604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7139558342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97271997,0.000110989764,0.000040078627,0.008408348,0.00007834892,0.00040598304,0.00049288035,0.00003631619,0.01770708],"genre_scores_gemma":[0.9985305,0.0000552444,0.000118761745,0.00014365031,0.000020030446,0.0000020413345,0.00013977182,0.0000046085797,0.0009854028],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994467,0.000069582806,0.00012246435,0.00010075576,0.00016657026,0.00009395358],"domain_scores_gemma":[0.9993807,0.00004927599,0.00018426134,0.00019395673,0.00014850662,0.000043265856],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003443997,0.000025356567,0.00011385143,0.000033635584,0.00071542745,0.0019388135,0.0009817044,0.00004294203,0.00010148955],"category_scores_gemma":[0.000062504456,0.00005703207,0.000026900381,0.00008420009,0.000104201856,0.009713128,0.0008050316,0.00015527371,0.000004092491],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022835247,0.00060571043,0.013869204,0.00016869332,0.00010490209,0.0000023459097,0.1608903,0.000018648714,0.00004055666,0.004063021,0.14162084,0.6785929],"study_design_scores_gemma":[0.0008975883,0.00009058303,0.9108683,0.00027186825,0.000025404994,0.0000014865201,0.012022689,0.000061633706,0.0000019038015,0.005645821,0.06995362,0.00015909312],"about_ca_topic_score_codex":0.14376827,"about_ca_topic_score_gemma":0.22386485,"teacher_disagreement_score":0.8969991,"about_ca_system_score_codex":0.00003117804,"about_ca_system_score_gemma":0.000087724635,"threshold_uncertainty_score":0.9990973},"labels":[],"label_agreement":null},{"id":"W7143331795","doi":"10.22176/act24.4.1","title":"Surfacing Motives in Scholarly Publication: The Ethics of Authorship and Editorship","year":2025,"lang":"en","type":"article","venue":"Action Criticism and Theory for Music Education","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Research ethics; Information ethics","score_opus":0.12170790509177416,"score_gpt":0.35371648864244853,"score_spread":0.23200858355067439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7143331795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.916487,0.0021865112,0.0010950372,0.05213709,0.0044408157,0.0005473854,0.000023749883,0.00005318525,0.023029262],"genre_scores_gemma":[0.9952079,0.00006158801,0.00009280688,0.0009027276,0.00050323096,0.0000856938,0.000035949357,0.0000060384236,0.0031040611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900997,0.00042722732,0.00022921339,0.00014421818,0.00009215745,0.000097236116],"domain_scores_gemma":[0.99722946,0.0018685174,0.000089947775,0.00022549376,0.0005599236,0.000026659363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034782938,0.00007418209,0.00009328768,0.00020662813,0.0005996785,0.0009365223,0.00014827804,0.00009345482,0.000026896152],"category_scores_gemma":[0.003436206,0.000060948678,0.000024259503,0.000098031036,0.0002609977,0.002140128,0.000031849995,0.00043407147,5.1246155e-7],"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":[0.000019141296,0.00006415366,0.00045265598,0.00011328204,0.000008738551,4.9650293e-9,0.040843822,2.1753323e-7,0.00009015211,0.94076043,0.0015036372,0.016143758],"study_design_scores_gemma":[0.00021520628,0.000028817058,0.015075648,0.00014384807,0.000035641835,7.9363525e-7,0.04273439,0.000045846686,0.0001723355,0.8226367,0.11882549,0.00008527795],"about_ca_topic_score_codex":0.0001925046,"about_ca_topic_score_gemma":0.00038829644,"teacher_disagreement_score":0.118123725,"about_ca_system_score_codex":0.000028342105,"about_ca_system_score_gemma":0.00015616178,"threshold_uncertainty_score":0.90309066},"labels":[],"label_agreement":null},{"id":"W75113068","doi":"10.22230/cjc.2004v29n3a1422","title":"As Open Access Is Public Access, Can Journals Help Policymakers Read Research?","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Publishing and Scholarly Communication","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Context (archaeology); Public access; Humanities; Library science; Sociology; Computer science; Art; Geography","score_opus":0.5095185531571043,"score_gpt":0.4772167238173458,"score_spread":0.03230182933975845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W75113068","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14278789,0.0060975365,0.00001561745,0.4240279,0.0004295694,0.00041825403,0.00007097075,0.000023279716,0.426129],"genre_scores_gemma":[0.992146,0.0013480372,0.00016482633,0.0039267363,0.00033883742,0.0000142223425,0.000040983345,0.000028216275,0.0019921288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971035,0.00091658236,0.0007466319,0.00014589906,0.00056356116,0.000523814],"domain_scores_gemma":[0.99345034,0.00022603119,0.0007292276,0.0015796142,0.0030747484,0.0009400285],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0053275893,0.00015583949,0.00028709674,0.0014365637,0.002750968,0.03472743,0.013489178,0.00010844474,0.002264837],"category_scores_gemma":[0.001855705,0.00014742962,0.000111656525,0.00049633003,0.0005779222,0.0146968635,0.00084519666,0.0016911182,0.000052842122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033692682,0.00011962272,0.004266069,0.000014414493,0.00017833502,0.000022983382,0.058395904,0.00004813025,0.00002462914,0.6757273,0.23913871,0.022030225],"study_design_scores_gemma":[0.0005758436,0.00008579295,0.004182846,0.00032355264,0.000018444714,0.00007436047,0.0048517026,0.0000038516755,0.000055801935,0.14089535,0.8487542,0.00017819977],"about_ca_topic_score_codex":0.33826196,"about_ca_topic_score_gemma":0.6492082,"teacher_disagreement_score":0.84935814,"about_ca_system_score_codex":0.0009855878,"about_ca_system_score_gemma":0.006380566,"threshold_uncertainty_score":0.9992523},"labels":[],"label_agreement":null},{"id":"W754403","doi":"10.1136/vr.102.23.491","title":"New models for University Presses","year":2007,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Aside; Sketch; Dozen; Perspective (graphical); Management; Media studies; Library science; Sociology; Political science; Law; Computer science; Art; Visual arts; Economics; Mathematics","score_opus":0.03009899043272168,"score_gpt":0.2358886471489775,"score_spread":0.20578965671625582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W754403","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07154549,0.0002905628,0.100563236,0.0015218293,0.00029948264,0.00024413413,0.00006785705,0.00027508748,0.82519233],"genre_scores_gemma":[0.9621744,0.00005560089,0.003960229,0.00013189623,0.00030389588,4.130596e-7,0.00007565117,0.00001543857,0.03328243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936944,0.0000735372,0.00007311552,0.00014394645,0.00010944534,0.00023052556],"domain_scores_gemma":[0.99901265,0.00041899743,0.00006737431,0.00026521852,0.000108795015,0.00012695286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005384269,0.0000895526,0.0001031993,0.00017450601,0.00047843487,0.00041037003,0.00047922798,0.00008886401,0.00027805104],"category_scores_gemma":[0.00005230772,0.000104273204,0.00008161763,0.000066635665,0.00010162822,0.0017564191,0.000075020274,0.0001774596,0.000013819005],"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":[0.00009263055,0.000032979853,0.00009049545,0.000008524404,0.000030243214,0.000007576757,0.016011104,0.00009646323,0.00006977805,0.91162777,0.060042325,0.011890113],"study_design_scores_gemma":[0.0007427213,0.000039366634,0.0008952102,0.000013222885,0.000038522718,0.000001430371,0.005915334,0.0008740004,0.00004339981,0.032172572,0.959107,0.00015721661],"about_ca_topic_score_codex":0.0020056337,"about_ca_topic_score_gemma":0.0021841235,"teacher_disagreement_score":0.89906466,"about_ca_system_score_codex":0.00010487465,"about_ca_system_score_gemma":0.00012187941,"threshold_uncertainty_score":0.42521378},"labels":[],"label_agreement":null},{"id":"W86855175","doi":"","title":"Money, Money, Money: Taking the Pain out of Grant Writing.","year":2005,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Economics; Money management; Monetary economics; Finance","score_opus":0.06683589768468523,"score_gpt":0.24825615566069809,"score_spread":0.18142025797601286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86855175","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31476372,0.0035234035,0.0002503721,0.059113555,0.00047787465,0.0004334048,0.000045549263,0.0006058443,0.62078625],"genre_scores_gemma":[0.9853855,0.000019823081,0.00049342343,0.0014067458,0.0010644592,0.000023683506,0.00004320839,0.00003883606,0.011524368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819386,0.00059793406,0.0004362628,0.00020383175,0.0002851565,0.00028292576],"domain_scores_gemma":[0.9984835,0.0002355809,0.00030012152,0.000822657,0.00008302694,0.000075154],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019887215,0.00017416768,0.00021294001,0.000100332894,0.00056635967,0.0013312475,0.0009786654,0.000086953914,0.0012247248],"category_scores_gemma":[0.00036173195,0.00012717498,0.00012271543,0.00006005834,0.00020668935,0.0022974757,0.00018856916,0.0006200853,0.00006371007],"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":[0.000043427895,0.00050812756,0.0062307077,0.000040366947,0.0001753696,0.0000030967556,0.35323128,0.000036951264,0.00047133464,0.3579267,0.09242205,0.1889106],"study_design_scores_gemma":[0.0006101823,0.00008560626,0.0059095,0.00012468427,0.00006251375,0.0000015860451,0.020234033,0.007206995,0.00020200558,0.005878667,0.9592568,0.00042741513],"about_ca_topic_score_codex":0.0010112321,"about_ca_topic_score_gemma":0.0007240401,"teacher_disagreement_score":0.86683476,"about_ca_system_score_codex":0.00003198295,"about_ca_system_score_gemma":0.000047468766,"threshold_uncertainty_score":0.9997055},"labels":[],"label_agreement":null},{"id":"W885433401","doi":"","title":"PUBLISHERS' REPRESENTATIVES: AN ANALYSIS OF AN INDEPENDENT COMMISSIONED REP AGENCY IN THE CANADIAN TRADE BOOK INDUSTRY","year":2010,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Publishing; Scope (computer science); Management; Business; Library science; Political science; Sociology; Economics; Law; Social science; Computer science","score_opus":0.05120307720623841,"score_gpt":0.2999384350537986,"score_spread":0.24873535784756018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W885433401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7487985,0.000022514925,0.0000012247395,0.0048378888,0.00009441276,0.00011441716,0.000020065021,0.000024750212,0.24608622],"genre_scores_gemma":[0.99560666,0.0000016903283,0.0000807987,0.0010526407,0.000071064766,0.000014117602,0.00021720813,0.000007353205,0.002948478],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998427,0.00051572325,0.00033394923,0.00021107572,0.00032162073,0.00019068446],"domain_scores_gemma":[0.9982668,0.00009911268,0.00012480684,0.0012175258,0.000095102136,0.00019662928],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018364425,0.00009894936,0.00017637608,0.00061642576,0.0004968578,0.002345963,0.0011990564,0.00019268444,0.0045184693],"category_scores_gemma":[0.00023559356,0.00006841873,0.00007221658,0.00029740456,0.00016854829,0.0050933426,0.00003753252,0.001396282,0.0000016625305],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002496215,0.0008454741,0.07548903,0.0000075856046,0.00034829866,0.00001733781,0.63416547,0.00007765487,0.0003139889,0.25920007,0.023081841,0.006428316],"study_design_scores_gemma":[0.0003961819,0.00010738684,0.6967924,0.000008625361,0.00020238962,0.0000025926913,0.13909303,0.0032080717,0.000061621315,0.002352275,0.15748735,0.00028808042],"about_ca_topic_score_codex":0.5789788,"about_ca_topic_score_gemma":0.9778975,"teacher_disagreement_score":0.6213034,"about_ca_system_score_codex":0.000042561867,"about_ca_system_score_gemma":0.00021709826,"threshold_uncertainty_score":0.9986897},"labels":[],"label_agreement":null},{"id":"W922934366","doi":"","title":"LibGuides: Canadian Business: E-Journals","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.10588667708306523,"score_gpt":0.2575178579674999,"score_spread":0.15163118088443464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W922934366","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004779676,0.0070996494,0.0000044980593,0.0056754197,0.003720137,0.0001388954,0.00027956328,0.0002119512,0.98282206],"genre_scores_gemma":[0.008846441,0.003194671,0.00030153466,0.005401208,0.0056705642,0.00003176272,0.0011681434,0.00012004976,0.9752656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982868,0.00012077894,0.00054365274,0.00027709873,0.00030393965,0.00046773642],"domain_scores_gemma":[0.9971641,0.000081328166,0.00027705156,0.0009777533,0.001167426,0.00033235722],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00075650937,0.00031789055,0.00038329492,0.0008207795,0.00086149736,0.0048731295,0.0016748531,0.0003403897,0.046313763],"category_scores_gemma":[0.00047032212,0.00026150444,0.00013892325,0.000096304466,0.00016815854,0.0019505027,0.00012228088,0.0010305266,0.001176681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012399308,0.0000143210755,0.000024942221,0.00002711671,0.000055552842,0.000006640242,0.0051842867,1.1059381e-7,1.8803574e-7,0.06642801,0.92513067,0.0031269237],"study_design_scores_gemma":[0.00006979737,0.000012813,0.00021908087,0.0002632959,0.000046040757,0.0000063911452,0.0008541464,0.0000021757387,8.301735e-7,0.0058916337,0.99227065,0.00036317256],"about_ca_topic_score_codex":0.7744765,"about_ca_topic_score_gemma":0.8896363,"teacher_disagreement_score":0.11515973,"about_ca_system_score_codex":0.00016643037,"about_ca_system_score_gemma":0.0012890819,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W959249983","doi":"","title":"A Case Study of Online Publishing at CJC-Online: Experiences, Insights, and Considerations for Adoption","year":2007,"lang":"en","type":"article","venue":"","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publishing; Audience measurement; Publication; Electronic publishing; Public relations; Computer science; Library science; World Wide Web; Political science; Business; The Internet; Advertising; Law","score_opus":0.12709847377721217,"score_gpt":0.30972908187394793,"score_spread":0.18263060809673576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W959249983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956597,0.00021646896,0.00013685631,0.00041351595,0.00015774618,0.0003402059,0.00003202531,0.00005834837,0.002985101],"genre_scores_gemma":[0.9967106,0.0000087845365,0.0019560934,0.00019906751,0.00017722957,0.000026656253,0.000091012254,0.000008092349,0.00082244596],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916977,0.000057132405,0.00035883248,0.00015624223,0.00013975328,0.00011826848],"domain_scores_gemma":[0.99863964,0.0005125984,0.00013019341,0.0002573713,0.00040078888,0.00005938827],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00051508844,0.000085570144,0.00013386822,0.0001508563,0.0007688223,0.0012689977,0.000106904656,0.000044163262,0.00012984998],"category_scores_gemma":[0.00051856466,0.00006956231,0.000025541472,0.000043121418,0.00010375744,0.0028442862,0.00009542708,0.00013862441,3.024811e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040008763,0.0016454322,0.0014351429,0.000024231149,0.000047830126,0.00004706626,0.8914242,0.0000060793723,0.000118095406,0.095154606,0.005368696,0.0046886345],"study_design_scores_gemma":[0.001034654,0.00033738057,0.0007648666,0.00001313162,0.000031162377,0.00016096003,0.9766973,0.00066149863,0.000039071838,0.0010206905,0.019088043,0.00015122928],"about_ca_topic_score_codex":0.0023089314,"about_ca_topic_score_gemma":0.14551905,"teacher_disagreement_score":0.14321013,"about_ca_system_score_codex":0.000030461473,"about_ca_system_score_gemma":0.000031857347,"threshold_uncertainty_score":0.9997678},"labels":[],"label_agreement":null}]}