{"meta":{"query_hash":"2171a27578c8","filters":{"venue":"Nurse author & editor"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/2171a27578c8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nurse+author+%26+editor"},"results":[{"id":"W2177116331","doi":"10.1111/j.1750-4910.2007.tb00075.x","title":"Publish or Perish: Confessions of a new academic","year":2007,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Academic Writing and Publishing","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":"Publish or perish; Publication; Political science; Library science; Computer science; Law; Publishing","score_opus":0.0746273142308214,"score_gpt":0.34047839359914467,"score_spread":0.26585107936832325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177116331","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":[0.31292588,0.0011952221,0.000497185,0.032629494,0.2163905,0.0008165752,0.0003274725,0.0012095432,0.43400812],"genre_scores_gemma":[0.57861644,0.000008982992,0.00030211435,0.0006006481,0.21840294,0.000005451504,0.000037922586,0.000049216986,0.20197628],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980946,0.000045275345,0.00057614944,0.00028099894,0.0004996596,0.0005033196],"domain_scores_gemma":[0.99849564,0.00040301337,0.00027306296,0.00023663737,0.0002605874,0.00033104722],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011946887,0.0001897848,0.00028977686,0.0001904668,0.00030243504,0.00023400267,0.00049750076,0.00036701345,0.00600388],"category_scores_gemma":[0.0013196031,0.00014576923,0.00010770307,0.00010923058,0.00024918237,0.0010147283,0.0000490656,0.0011073187,0.00008989264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055178567,0.00003159514,0.00036921594,0.0000223374,0.000014753151,0.000004162964,0.04134479,2.1383147e-7,0.00015151419,0.036824476,0.9146555,0.006526247],"study_design_scores_gemma":[0.00033879202,0.00005120502,0.00034050504,0.00017095565,0.000035353965,0.0000038094304,0.042453777,0.000015584124,0.00018769556,0.00079007685,0.9554173,0.00019495984],"about_ca_topic_score_codex":0.00040888562,"about_ca_topic_score_gemma":0.00019175439,"teacher_disagreement_score":0.2656906,"about_ca_system_score_codex":0.000039229468,"about_ca_system_score_gemma":0.00029439,"threshold_uncertainty_score":0.99490476},"labels":[],"label_agreement":null},{"id":"W2177648420","doi":"10.1111/j.1750-4910.2015.tb00196.x","title":"More Trends in Predatory Publishing Practices","year":2015,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Academic Publishing and Open Access","field":"Decision Sciences","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":"Publishing; Business; Library science; Political science; Computer science; Law","score_opus":0.21452602301725246,"score_gpt":0.48520861903099105,"score_spread":0.27068259601373856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177648420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46478862,0.0010655602,0.00029447314,0.14266016,0.19758254,0.00041878418,0.00015623732,0.0004917301,0.1925419],"genre_scores_gemma":[0.89964586,0.000002340109,0.0009667998,0.0010560007,0.051385026,0.000049223476,0.000043085463,0.00003989659,0.04681177],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929223,0.00058822555,0.0009581693,0.00094494794,0.003985236,0.0006011013],"domain_scores_gemma":[0.9947682,0.0015558376,0.0012574298,0.0010136844,0.00074972253,0.0006551132],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.016471248,0.00024222526,0.0004196008,0.0011204822,0.00013560953,0.0072297757,0.0044033946,0.00058122224,0.0005812038],"category_scores_gemma":[0.0877079,0.00018314684,0.00010395563,0.0028364018,0.00016238305,0.02398064,0.00035219488,0.0014899868,0.00040212434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005125482,0.00007453655,0.033784434,0.0000013245751,0.0000061257965,0.000019201289,0.0036497016,0.000036365276,0.000011771713,0.00029863365,0.90402853,0.0580381],"study_design_scores_gemma":[0.00060088857,0.00004080269,0.028081862,0.000024308116,0.000010383202,0.000008988407,0.01489172,0.0017162501,0.000042458505,0.0036060761,0.9507262,0.00025005642],"about_ca_topic_score_codex":0.0005523719,"about_ca_topic_score_gemma":0.00015160895,"teacher_disagreement_score":0.43485722,"about_ca_system_score_codex":0.00020802785,"about_ca_system_score_gemma":0.00046976164,"threshold_uncertainty_score":0.9938008},"labels":[],"label_agreement":null},{"id":"W2406360479","doi":"10.1111/j.1750-4910.2003.tb00508.x","title":"Improving Authorship Accountability: Ethical Considerations in Manuscript Preparation","year":2003,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Ethics in Clinical Research","field":"Medicine","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":"Accountability; Engineering ethics; Political science; Psychology; Engineering; Law","score_opus":0.3009227195624551,"score_gpt":0.5433542260615689,"score_spread":0.24243150649911382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406360479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7979034,0.00038090246,0.002241449,0.10229758,0.060413115,0.0040813936,0.0000542186,0.0005606373,0.032067254],"genre_scores_gemma":[0.98031527,0.000007347781,0.006065741,0.0016316901,0.0076938937,0.00016827049,0.000019856232,0.00004022965,0.00405771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99569464,0.00073017506,0.00086112454,0.0007224718,0.0014249134,0.00056670426],"domain_scores_gemma":[0.9883627,0.009272678,0.00013495059,0.0009354419,0.00082708854,0.00046711168],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.010624646,0.00020680421,0.00040516662,0.00020484721,0.00019217494,0.000121710604,0.00013500245,0.0018982913,0.0011117283],"category_scores_gemma":[0.119672775,0.00019508407,0.00013025185,0.00035262827,0.00040577192,0.00019117983,0.000037647675,0.0062449733,0.00023284317],"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":[0.0011377117,0.0027799117,0.070098445,0.0011757413,0.0001206522,0.00030286238,0.011772102,0.000036587135,0.031836882,0.5702384,0.30786747,0.0026331914],"study_design_scores_gemma":[0.007601121,0.0025802166,0.062041022,0.0011914057,0.00033909024,0.00017577327,0.005221534,0.004327269,0.023292676,0.72383255,0.16803774,0.0013596034],"about_ca_topic_score_codex":0.00016253651,"about_ca_topic_score_gemma":0.0009986344,"teacher_disagreement_score":0.18241182,"about_ca_system_score_codex":0.0003795705,"about_ca_system_score_gemma":0.0016650055,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W3113833647","doi":"10.1111/nae2.12","title":"Deciding to post a manuscript preprint","year":2020,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Art; History; Computer science; World Wide Web","score_opus":0.1140956299813906,"score_gpt":0.4108470282082091,"score_spread":0.2967513982268185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113833647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55170345,0.0001042031,0.018133294,0.30924597,0.09610042,0.00091029523,0.000100877725,0.000503548,0.023197921],"genre_scores_gemma":[0.9384291,7.243529e-7,0.0023281458,0.009900537,0.04384799,0.00003955043,0.0000048727875,0.000026941932,0.0054221456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953646,0.00019629752,0.00072029803,0.0010136778,0.0022280281,0.0004771212],"domain_scores_gemma":[0.99690264,0.00073958054,0.00021509385,0.0007024639,0.00050568365,0.0009345556],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003027406,0.00020607012,0.00035419417,0.00019637887,0.00022924377,0.0017757381,0.0036141851,0.00022428238,0.0010176022],"category_scores_gemma":[0.031901266,0.00015846087,0.00014426022,0.0012007805,0.000055578803,0.001547111,0.0005491333,0.00060655526,0.006453626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064747575,0.000021537227,0.00359554,0.0000021498188,0.0000072373664,0.000012083059,0.0037767638,0.000057860172,0.0023046983,0.00051314215,0.9654577,0.02418657],"study_design_scores_gemma":[0.00020480594,0.000095451316,0.009923256,0.000026739024,0.000010017245,0.0000043936025,0.004997433,0.0010824857,0.002260159,0.0018867876,0.9792473,0.00026119535],"about_ca_topic_score_codex":0.000062934,"about_ca_topic_score_gemma":0.000007942752,"teacher_disagreement_score":0.38672563,"about_ca_system_score_codex":0.00006720286,"about_ca_system_score_gemma":0.00014382655,"threshold_uncertainty_score":0.99989563},"labels":[],"label_agreement":null},{"id":"W3167257506","doi":"10.1111/nae2.21","title":"Exciting changes for Nurse Author &amp; Editor","year":2021,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Upload; Publishing; Sadness; Feeling; Publication; Editor in chief; Realm; Library science; Computer science; World Wide Web; Psychology; Political science; Management; Law","score_opus":0.17802532289598852,"score_gpt":0.541356725522792,"score_spread":0.3633314026268035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167257506","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":[0.015094751,0.0021667373,0.004323755,0.2319355,0.71849084,0.0034108872,0.0009008552,0.00072982756,0.022946825],"genre_scores_gemma":[0.00530756,0.00013065025,0.007901138,0.0025754864,0.7903414,0.0019263112,0.00045433803,0.0001375558,0.19122556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940044,0.001328305,0.0007080824,0.0007921495,0.0013986101,0.0017684039],"domain_scores_gemma":[0.9878479,0.0085188905,0.00042136217,0.0007785514,0.0011381241,0.0012951485],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036217666,0.00034214588,0.00056335045,0.00016517605,0.0015602619,0.00008739546,0.00049029646,0.0007905134,0.0101697715],"category_scores_gemma":[0.036805306,0.00029777602,0.0001874859,0.0004498218,0.00017514448,0.000362087,0.000112416266,0.0019883194,0.002587792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026759165,0.00017903715,0.00034575962,0.00051386445,0.000058143873,0.000027485406,0.0031063228,1.8908827e-7,0.0024194915,0.0009806285,0.9748857,0.017215759],"study_design_scores_gemma":[0.0011691898,0.00018300599,0.00039682203,0.0005362708,0.000076872864,0.0000039453166,0.009911381,0.00013841623,0.0003970914,0.00092871237,0.98593885,0.00031943657],"about_ca_topic_score_codex":0.000097982025,"about_ca_topic_score_gemma":0.00048341777,"teacher_disagreement_score":0.22936001,"about_ca_system_score_codex":0.00020674242,"about_ca_system_score_gemma":0.0017500095,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W4212838220","doi":"10.1111/nae2.33","title":"Social media and journals: Suggested best practices for nursing editors, authors, readers","year":2022,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Social Media in Health Education","field":"Social Sciences","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":"Misinformation; Social media; Public relations; Health care; Conversation; Psychology; Medical education; Medicine; Political science","score_opus":0.23181880684043035,"score_gpt":0.4990258363361294,"score_spread":0.2672070294956991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212838220","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":[0.045388807,0.0013877153,0.0000434207,0.20753859,0.74173903,0.002413478,0.00012942828,0.0002623759,0.001097127],"genre_scores_gemma":[0.123261444,0.00010570806,0.0018921784,0.00020023613,0.87082535,0.0026800511,0.000093043294,0.00009024817,0.0008517212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954304,0.0011995843,0.0005129267,0.0004888632,0.0015338929,0.0008343267],"domain_scores_gemma":[0.9902206,0.0075745657,0.0010836885,0.00016883608,0.00042517693,0.0005270994],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004427691,0.00021049676,0.0003425337,0.0002519913,0.0051196828,0.00026098892,0.00042157763,0.00035831568,0.0003384059],"category_scores_gemma":[0.026801808,0.00025096763,0.00010660865,0.0007224894,0.0006358955,0.0006503551,0.000031399435,0.0008495649,0.000012599159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008090141,0.00023606674,0.000729904,0.000024226718,0.00001813089,0.0000017228576,0.24317706,5.7443316e-7,0.000046616013,0.0015699419,0.70829827,0.045816567],"study_design_scores_gemma":[0.00033955913,0.000104010745,0.001597535,0.00004610402,0.0001098879,0.000002310628,0.23150408,0.00001880806,0.000011044404,0.002205784,0.7638371,0.00022380878],"about_ca_topic_score_codex":0.0015989136,"about_ca_topic_score_gemma":0.00045085303,"teacher_disagreement_score":0.20733836,"about_ca_system_score_codex":0.0010370043,"about_ca_system_score_gemma":0.0016324397,"threshold_uncertainty_score":0.9999943},"labels":[],"label_agreement":null},{"id":"W4224256930","doi":"10.1111/nae2.12038","title":"More rigor, not more barriers: A dialogue","year":2022,"lang":"en","type":"article","venue":"Nurse author & editor","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","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":"Political science; Psychology; Computer science; Sociology; Engineering ethics; Engineering","score_opus":0.05148450967716591,"score_gpt":0.43991446821439373,"score_spread":0.38842995853722784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224256930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39607924,0.0008800012,0.00017386515,0.20122592,0.371171,0.0036050146,0.002271482,0.002000518,0.02259296],"genre_scores_gemma":[0.94506663,0.000008709825,0.00034716848,0.009122376,0.028402394,0.0026576363,0.00023046251,0.0000793223,0.014085324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996134,0.0013158335,0.00069358136,0.00043064277,0.00069318956,0.0007327911],"domain_scores_gemma":[0.9967114,0.0009745034,0.00033190747,0.0012880996,0.00029843792,0.00039569783],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013516634,0.00022157017,0.0003209358,0.00014451011,0.003967763,0.000015369675,0.00092446257,0.00026593378,0.0054189],"category_scores_gemma":[0.001158969,0.00022163492,0.00013777857,0.00032599102,0.00013513898,0.00009286645,0.00038392114,0.0025707423,0.00052695867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019364798,0.00005928865,0.00799071,0.00010127542,0.000022208988,0.000008727773,0.062201016,0.00001983164,0.000105110616,0.0027349303,0.92562497,0.00093827397],"study_design_scores_gemma":[0.00048870407,0.00014528372,0.0026116725,0.00013784837,0.000025729656,0.0000034504967,0.1013556,0.00089058257,0.000029138077,0.00037316498,0.8936838,0.00025502755],"about_ca_topic_score_codex":0.0008598473,"about_ca_topic_score_gemma":0.00003845317,"teacher_disagreement_score":0.5489873,"about_ca_system_score_codex":0.0005382988,"about_ca_system_score_gemma":0.0008420529,"threshold_uncertainty_score":0.99973035},"labels":[],"label_agreement":null}]}